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Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/stax-api-1.0.1.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/hive-serde-2.3.9.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/netty-all-4.1.96.Final.jar":"System Classpath","spark://73850a3d530b:41291/jars/org.roaringbitmap_shims-0.9.47.jar":"Added By User","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/orc-shims-1.9.2.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/audience-annotations-0.5.0.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/curator-framework-2.13.0.jar":"System Classpath","spark://73850a3d530b:41291/files/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar":"Added By User","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/hk2-locator-2.6.1.jar":"System 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Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/commons-codec-1.16.0.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/datasketches-memory-2.1.0.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/jline-2.14.6.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/jackson-module-scala_2.12-2.15.2.jar":"System Classpath","spark://73850a3d530b:41291/files/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar":"Added By User","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/spark-unsafe_2.12-3.5.1.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/kubernetes-model-policy-6.7.2.jar":"System Classpath","spark://73850a3d530b:41291/jars/com.google.guava_guava-33.4.6-jre.jar":"Added By User","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/transaction-api-1.1.jar":"System Classpath","/home/airflow/.local/lib/python3.11/site-packages/pyspark/jars/log4j-slf4j2-impl-2.20.0.jar":"System Classpath","spark://73850a3d530b:41291/jars/org.lz4_lz4-java-1.8.0.jar":"Added By User"}}
{"Event":"SparkListenerApplicationStart","App Name":"anazarenko_create_dm_ch","App ID":"app-20260623173819-0007","Timestamp":1782221899377,"User":"airflow"}
{"Event":"SparkListenerExecutorAdded","Timestamp":1782221901902,"Executor ID":"0","Executor Info":{"Host":"172.28.0.49","Total Cores":5,"Log Urls":{"stdout":"http://172.28.0.49:8081/logPage/?appId=app-20260623173819-0007&executorId=0&logType=stdout","stderr":"http://172.28.0.49:8081/logPage/?appId=app-20260623173819-0007&executorId=0&logType=stderr"},"Attributes":{},"Resources":{},"Resource Profile Id":0,"Registration Time":1782221901901}}
{"Event":"SparkListenerBlockManagerAdded","Block Manager ID":{"Executor ID":"0","Host":"172.28.0.49","Port":35669},"Maximum Memory":455501414,"Timestamp":1782221901933,"Maximum Onheap Memory":455501414,"Maximum Offheap Memory":0}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionStart","executionId":0,"rootExecutionId":0,"description":"showString at NativeMethodAccessorImpl.java:0","details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (20)\n+- CollectLimit (19)\n   +- HashAggregate (18)\n      +- HashAggregate (17)\n         +- HashAggregate (16)\n            +- HashAggregate (15)\n               +- SortMergeJoin LeftOuter (14)\n                  :- Sort (10)\n                  :  +- Exchange (9)\n                  :     +- Project (8)\n                  :        +- SortMergeJoin Inner (7)\n                  :           :- Sort (3)\n                  :           :  +- Exchange (2)\n                  :           :     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (6)\n                  :              +- Exchange (5)\n                  :                 +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (4)\n                  +- Sort (13)\n                     +- Exchange (12)\n                        +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (11)\n\n\n(1) Scan JDBCRelation(core_dim_lesson) [numPartitions=1] \nOutput [3]: [lesson_id#18, title#19, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>\n\n(2) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]\n\n(3) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(4) Scan JDBCRelation(core_dim_course) [numPartitions=1] \nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(5) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]\n\n(6) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(7) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(8) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(9) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]\n\n(10) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(11) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] \nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nPushedFilters: [*IsNotNull(lesson_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>\n\n(12) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]\n\n(13) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(14) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(15) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(16) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(17) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(18) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(19) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(20) AdaptiveSparkPlan\nOutput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21], functions=[count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21], functions=[merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21, user_id#32], functions=[merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21, user_id#32], functions=[partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)])","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [lesson_id#18], [lesson_id#33], LeftOuter","children":[{"nodeName":"Sort","simpleString":"Sort [lesson_id#18 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]","children":[{"nodeName":"Project","simpleString":"Project [lesson_id#18, title#19, course_id#21, title#11]","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [course_id#21], [course_id#10], Inner","children":[{"nodeName":"Sort","simpleString":"Sort [course_id#21 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]","children":[{"nodeName":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] [lesson_id#18,title#19,course_id#21] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":99,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":97,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":91,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":98,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":92,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":89,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":86,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":95,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":88,"metricType":"sum"},{"name":"records read","accumulatorId":85,"metricType":"sum"},{"name":"local bytes read","accumulatorId":83,"metricType":"size"},{"name":"fetch wait time","accumulatorId":84,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":81,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":87,"metricType":"sum"},{"name":"local blocks read","accumulatorId":80,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":90,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":79,"metricType":"sum"},{"name":"data size","accumulatorId":77,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":93,"metricType":"size"},{"name":"number of partitions","accumulatorId":78,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":94,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":82,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":96,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":74,"metricType":"timing"},{"name":"peak memory","accumulatorId":75,"metricType":"size"},{"name":"spill size","accumulatorId":76,"metricType":"size"}]},{"nodeName":"Sort","simpleString":"Sort [course_id#10 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]","children":[{"nodeName":"Scan JDBCRelation(core_dim_course) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_course) [numPartitions=1] [course_id#10,title#11] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<course_id:decimal(20,0),title:string>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":125,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":123,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":117,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":124,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":118,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":115,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":112,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":121,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":114,"metricType":"sum"},{"name":"records read","accumulatorId":111,"metricType":"sum"},{"name":"local bytes read","accumulatorId":109,"metricType":"size"},{"name":"fetch wait time","accumulatorId":110,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":107,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":113,"metricType":"sum"},{"name":"local blocks read","accumulatorId":106,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":116,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":105,"metricType":"sum"},{"name":"data size","accumulatorId":103,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":119,"metricType":"size"},{"name":"number of partitions","accumulatorId":104,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":120,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":108,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":122,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":100,"metricType":"timing"},{"name":"peak memory","accumulatorId":101,"metricType":"size"},{"name":"spill size","accumulatorId":102,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":72,"metricType":"sum"},{"name":"spill size","accumulatorId":73,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":70,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":64,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":71,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":65,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":62,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":59,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":68,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":61,"metricType":"sum"},{"name":"records read","accumulatorId":58,"metricType":"sum"},{"name":"local bytes read","accumulatorId":56,"metricType":"size"},{"name":"fetch wait time","accumulatorId":57,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":54,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":60,"metricType":"sum"},{"name":"local blocks read","accumulatorId":53,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":63,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":52,"metricType":"sum"},{"name":"data size","accumulatorId":50,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":66,"metricType":"size"},{"name":"number of partitions","accumulatorId":51,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":67,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":55,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":69,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":47,"metricType":"timing"},{"name":"peak memory","accumulatorId":48,"metricType":"size"},{"name":"spill size","accumulatorId":49,"metricType":"size"}]},{"nodeName":"Sort","simpleString":"Sort [lesson_id#33 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]","children":[{"nodeName":"Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] [user_id#32,lesson_id#33,viewed_at#35] PushedFilters: [*IsNotNull(lesson_id)], ReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":151,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":149,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":143,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":150,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":144,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":141,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":138,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":147,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":140,"metricType":"sum"},{"name":"records read","accumulatorId":137,"metricType":"sum"},{"name":"local bytes read","accumulatorId":135,"metricType":"size"},{"name":"fetch wait time","accumulatorId":136,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":133,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":139,"metricType":"sum"},{"name":"local blocks read","accumulatorId":132,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":142,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":131,"metricType":"sum"},{"name":"data size","accumulatorId":129,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":145,"metricType":"size"},{"name":"number of partitions","accumulatorId":130,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":146,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":134,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":148,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":126,"metricType":"timing"},{"name":"peak memory","accumulatorId":127,"metricType":"size"},{"name":"spill size","accumulatorId":128,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":45,"metricType":"sum"},{"name":"spill size","accumulatorId":46,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":41,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":42,"metricType":"timing"},{"name":"peak memory","accumulatorId":40,"metricType":"size"},{"name":"number of output rows","accumulatorId":39,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":44,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":43,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":35,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":36,"metricType":"timing"},{"name":"peak memory","accumulatorId":34,"metricType":"size"},{"name":"number of output rows","accumulatorId":33,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":38,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":37,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":29,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":30,"metricType":"timing"},{"name":"peak memory","accumulatorId":28,"metricType":"size"},{"name":"number of output rows","accumulatorId":27,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":32,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":31,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":23,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":24,"metricType":"timing"},{"name":"peak memory","accumulatorId":22,"metricType":"size"},{"name":"number of output rows","accumulatorId":21,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":26,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":25,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":19,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":13,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":20,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":14,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":11,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":8,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":17,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":10,"metricType":"sum"},{"name":"records read","accumulatorId":7,"metricType":"sum"},{"name":"local bytes read","accumulatorId":5,"metricType":"size"},{"name":"fetch wait time","accumulatorId":6,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":3,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":9,"metricType":"sum"},{"name":"local blocks read","accumulatorId":2,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":12,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1,"metricType":"sum"},{"name":"local merged bytes read","accumulatorId":15,"metricType":"size"},{"name":"remote reqs duration","accumulatorId":16,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":4,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":18,"metricType":"size"}]}],"metadata":{},"metrics":[]},"time":1782221911668,"modifiedConfigs":{},"jobTags":[]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (39)\n+- == Current Plan ==\n   CollectLimit (22)\n   +- HashAggregate (21)\n      +- HashAggregate (20)\n         +- HashAggregate (19)\n            +- HashAggregate (18)\n               +- SortMergeJoin LeftOuter (17)\n                  :- Sort (12)\n                  :  +- Exchange (11)\n                  :     +- Project (10)\n                  :        +- SortMergeJoin Inner (9)\n                  :           :- Sort (4)\n                  :           :  +- ShuffleQueryStage (3)\n                  :           :     +- Exchange (2)\n                  :           :        +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (8)\n                  :              +- ShuffleQueryStage (7)\n                  :                 +- Exchange (6)\n                  :                    +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (5)\n                  +- Sort (16)\n                     +- ShuffleQueryStage (15)\n                        +- Exchange (14)\n                           +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (13)\n+- == Initial Plan ==\n   CollectLimit (38)\n   +- HashAggregate (37)\n      +- HashAggregate (36)\n         +- HashAggregate (35)\n            +- HashAggregate (34)\n               +- SortMergeJoin LeftOuter (33)\n                  :- Sort (30)\n                  :  +- Exchange (29)\n                  :     +- Project (28)\n                  :        +- SortMergeJoin Inner (27)\n                  :           :- Sort (24)\n                  :           :  +- Exchange (23)\n                  :           :     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (26)\n                  :              +- Exchange (25)\n                  :                 +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (5)\n                  +- Sort (32)\n                     +- Exchange (31)\n                        +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (13)\n\n\n(1) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 1]\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>\n\n(2) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=76]\n\n(3) ShuffleQueryStage\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: 0\n\n(4) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(5) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 2]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(6) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=83]\n\n(7) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 1\n\n(8) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(9) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(10) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(11) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=91]\n\n(12) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(13) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 3]\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nPushedFilters: [*IsNotNull(lesson_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>\n\n(14) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=97]\n\n(15) ShuffleQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 2\n\n(16) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(17) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(18) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(19) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(20) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(21) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(22) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(23) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]\n\n(24) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(25) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]\n\n(26) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(27) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(28) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(29) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]\n\n(30) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(31) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]\n\n(32) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(33) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(34) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(35) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(36) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(37) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(38) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, 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{"Event":"SparkListenerTaskStart","Stage ID":2,"Stage Attempt ID":0,"Task Info":{"Task ID":2,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221912073,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":0,"Failed":false,"Killed":false,"Accumulables":[]}}
{"Event":"SparkListenerTaskEnd","Stage ID":0,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":0,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221912040,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221916002,"Failed":false,"Killed":false,"Accumulables":[{"ID":99,"Name":"number of output rows","Update":"18","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":228,"Name":"data size","Update":"1648","Value":"1648","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":247,"Name":"shuffle bytes written","Update":"1204","Value":"1204","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":248,"Name":"shuffle records written","Update":"18","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":249,"Name":"shuffle write time","Update":"26508603","Value":"26508603","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":250,"Name":"duration","Update":"154","Value":"154","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":303,"Name":"internal.metrics.executorDeserializeTime","Update":275,"Value":275,"Internal":true,"Count Failed Values":true},{"ID":304,"Name":"internal.metrics.executorDeserializeCpuTime","Update":140594654,"Value":140594654,"Internal":true,"Count Failed Values":true},{"ID":305,"Name":"internal.metrics.executorRunTime","Update":3628,"Value":3628,"Internal":true,"Count Failed Values":true},{"ID":306,"Name":"internal.metrics.executorCpuTime","Update":306819785,"Value":306819785,"Internal":true,"Count Failed Values":true},{"ID":307,"Name":"internal.metrics.resultSize","Update":2026,"Value":2026,"Internal":true,"Count Failed Values":true},{"ID":308,"Name":"internal.metrics.jvmGCTime","Update":13,"Value":13,"Internal":true,"Count Failed Values":true},{"ID":309,"Name":"internal.metrics.resultSerializationTime","Update":7,"Value":7,"Internal":true,"Count Failed Values":true},{"ID":331,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":1204,"Value":1204,"Internal":true,"Count Failed Values":true},{"ID":332,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":18,"Value":18,"Internal":true,"Count Failed Values":true},{"ID":333,"Name":"internal.metrics.shuffle.write.writeTime","Update":26508603,"Value":26508603,"Internal":true,"Count Failed Values":true},{"ID":335,"Name":"internal.metrics.input.recordsRead","Update":18,"Value":18,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":158315864,"JVMOffHeapMemory":66528736,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":69585,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":69585,"OffHeapUnifiedMemory":0,"DirectPoolMemory":16795472,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":5,"MinorGCTime":17,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":17},"Task Metrics":{"Executor Deserialize Time":275,"Executor Deserialize CPU Time":140594654,"Executor Run Time":3628,"Executor CPU Time":306819785,"Peak Execution Memory":0,"Result Size":2026,"JVM GC Time":13,"Result Serialization Time":7,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":1204,"Shuffle Write Time":26508603,"Shuffle Records Written":18},"Input Metrics":{"Bytes Read":0,"Records Read":18},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":0,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":4,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"0\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[3],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":0,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":3,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"1\",\"name\":\"WholeStageCodegen (1)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[0],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221911928,"Completion Time":1782221916011,"Accumulables":[{"ID":99,"Name":"number of output rows","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":228,"Name":"data size","Value":"1648","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":247,"Name":"shuffle bytes written","Value":"1204","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":248,"Name":"shuffle records written","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":249,"Name":"shuffle write time","Value":"26508603","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":250,"Name":"duration","Value":"154","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":303,"Name":"internal.metrics.executorDeserializeTime","Value":275,"Internal":true,"Count Failed Values":true},{"ID":304,"Name":"internal.metrics.executorDeserializeCpuTime","Value":140594654,"Internal":true,"Count Failed Values":true},{"ID":305,"Name":"internal.metrics.executorRunTime","Value":3628,"Internal":true,"Count Failed Values":true},{"ID":306,"Name":"internal.metrics.executorCpuTime","Value":306819785,"Internal":true,"Count Failed Values":true},{"ID":307,"Name":"internal.metrics.resultSize","Value":2026,"Internal":true,"Count Failed Values":true},{"ID":308,"Name":"internal.metrics.jvmGCTime","Value":13,"Internal":true,"Count Failed Values":true},{"ID":309,"Name":"internal.metrics.resultSerializationTime","Value":7,"Internal":true,"Count Failed Values":true},{"ID":331,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":1204,"Internal":true,"Count Failed Values":true},{"ID":332,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":18,"Internal":true,"Count Failed Values":true},{"ID":333,"Name":"internal.metrics.shuffle.write.writeTime","Value":26508603,"Internal":true,"Count Failed Values":true},{"ID":335,"Name":"internal.metrics.input.recordsRead","Value":18,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":0,"Completion Time":1782221916015,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"SparkListenerTaskEnd","Stage ID":1,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":1,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221912054,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221916006,"Failed":false,"Killed":false,"Accumulables":[{"ID":125,"Name":"number of output rows","Update":"5","Value":"5","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":254,"Name":"data size","Update":"384","Value":"384","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":273,"Name":"shuffle bytes written","Update":"554","Value":"554","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":274,"Name":"shuffle records written","Update":"5","Value":"5","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":275,"Name":"shuffle write time","Update":"29273045","Value":"29273045","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":276,"Name":"duration","Update":"153","Value":"153","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":338,"Name":"internal.metrics.executorDeserializeTime","Update":275,"Value":275,"Internal":true,"Count Failed Values":true},{"ID":339,"Name":"internal.metrics.executorDeserializeCpuTime","Update":150535104,"Value":150535104,"Internal":true,"Count Failed Values":true},{"ID":340,"Name":"internal.metrics.executorRunTime","Update":3628,"Value":3628,"Internal":true,"Count Failed Values":true},{"ID":341,"Name":"internal.metrics.executorCpuTime","Update":350280258,"Value":350280258,"Internal":true,"Count Failed Values":true},{"ID":342,"Name":"internal.metrics.resultSize","Update":2026,"Value":2026,"Internal":true,"Count Failed Values":true},{"ID":343,"Name":"internal.metrics.jvmGCTime","Update":13,"Value":13,"Internal":true,"Count Failed Values":true},{"ID":344,"Name":"internal.metrics.resultSerializationTime","Update":2,"Value":2,"Internal":true,"Count Failed Values":true},{"ID":366,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":554,"Value":554,"Internal":true,"Count Failed Values":true},{"ID":367,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":5,"Value":5,"Internal":true,"Count Failed Values":true},{"ID":368,"Name":"internal.metrics.shuffle.write.writeTime","Update":29273045,"Value":29273045,"Internal":true,"Count Failed Values":true},{"ID":370,"Name":"internal.metrics.input.recordsRead","Update":5,"Value":5,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":158315864,"JVMOffHeapMemory":66528736,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":69585,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":69585,"OffHeapUnifiedMemory":0,"DirectPoolMemory":16795472,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":5,"MinorGCTime":17,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":17},"Task Metrics":{"Executor Deserialize Time":275,"Executor Deserialize CPU Time":150535104,"Executor Run Time":3628,"Executor CPU Time":350280258,"Peak Execution Memory":0,"Result Size":2026,"JVM GC Time":13,"Result Serialization Time":2,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":554,"Shuffle Write Time":29273045,"Shuffle Records Written":5},"Input Metrics":{"Bytes Read":0,"Records Read":5},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":1,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":6,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"3\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[5],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":1,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":5,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"4\",\"name\":\"WholeStageCodegen (2)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[1],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221912038,"Completion Time":1782221916017,"Accumulables":[{"ID":125,"Name":"number of output rows","Value":"5","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":254,"Name":"data size","Value":"384","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":273,"Name":"shuffle bytes written","Value":"554","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":274,"Name":"shuffle records written","Value":"5","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":275,"Name":"shuffle write time","Value":"29273045","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":276,"Name":"duration","Value":"153","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":338,"Name":"internal.metrics.executorDeserializeTime","Value":275,"Internal":true,"Count Failed Values":true},{"ID":339,"Name":"internal.metrics.executorDeserializeCpuTime","Value":150535104,"Internal":true,"Count Failed Values":true},{"ID":340,"Name":"internal.metrics.executorRunTime","Value":3628,"Internal":true,"Count Failed Values":true},{"ID":341,"Name":"internal.metrics.executorCpuTime","Value":350280258,"Internal":true,"Count Failed Values":true},{"ID":342,"Name":"internal.metrics.resultSize","Value":2026,"Internal":true,"Count Failed Values":true},{"ID":343,"Name":"internal.metrics.jvmGCTime","Value":13,"Internal":true,"Count Failed Values":true},{"ID":344,"Name":"internal.metrics.resultSerializationTime","Value":2,"Internal":true,"Count Failed Values":true},{"ID":366,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":554,"Internal":true,"Count Failed Values":true},{"ID":367,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":5,"Internal":true,"Count Failed Values":true},{"ID":368,"Name":"internal.metrics.shuffle.write.writeTime","Value":29273045,"Internal":true,"Count Failed Values":true},{"ID":370,"Name":"internal.metrics.input.recordsRead","Value":5,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":1,"Completion Time":1782221916018,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (42)\n+- == Current Plan ==\n   CollectLimit (25)\n   +- HashAggregate (24)\n      +- HashAggregate (23)\n         +- HashAggregate (22)\n            +- HashAggregate (21)\n               +- SortMergeJoin LeftOuter (20)\n                  :- Sort (15)\n                  :  +- ShuffleQueryStage (14)\n                  :     +- Exchange (13)\n                  :        +- * Project (12)\n                  :           +- * SortMergeJoin Inner (11)\n                  :              :- * Sort (5)\n                  :              :  +- AQEShuffleRead (4)\n                  :              :     +- ShuffleQueryStage (3), Statistics(sizeInBytes=1648.0 B, rowCount=18)\n                  :              :        +- Exchange (2)\n                  :              :           +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :              +- * Sort (10)\n                  :                 +- AQEShuffleRead (9)\n                  :                    +- ShuffleQueryStage (8), Statistics(sizeInBytes=384.0 B, rowCount=5)\n                  :                       +- Exchange (7)\n                  :                          +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- Sort (19)\n                     +- ShuffleQueryStage (18)\n                        +- Exchange (17)\n                           +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (16)\n+- == Initial Plan ==\n   CollectLimit (41)\n   +- HashAggregate (40)\n      +- HashAggregate (39)\n         +- HashAggregate (38)\n            +- HashAggregate (37)\n               +- SortMergeJoin LeftOuter (36)\n                  :- Sort (33)\n                  :  +- Exchange (32)\n                  :     +- Project (31)\n                  :        +- SortMergeJoin Inner (30)\n                  :           :- Sort (27)\n                  :           :  +- Exchange (26)\n                  :           :     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (29)\n                  :              +- Exchange (28)\n                  :                 +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- Sort (35)\n                     +- Exchange (34)\n                        +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (16)\n\n\n(1) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 1]\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>\n\n(2) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=76]\n\n(3) ShuffleQueryStage\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: coalesced\n\n(5) Sort [codegen id : 4]\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(6) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 2]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(7) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=83]\n\n(8) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [2]: [course_id#10, title#11]\nArguments: coalesced\n\n(10) Sort [codegen id : 5]\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(11) SortMergeJoin [codegen id : 6]\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(12) Project [codegen id : 6]\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(13) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=229]\n\n(14) ShuffleQueryStage\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: 3\n\n(15) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(16) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 3]\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nPushedFilters: [*IsNotNull(lesson_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>\n\n(17) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=97]\n\n(18) ShuffleQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 2\n\n(19) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(20) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(21) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(22) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(23) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(24) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(25) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(26) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]\n\n(27) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(28) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]\n\n(29) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(30) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(31) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(32) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]\n\n(33) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(34) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]\n\n(35) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(36) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(37) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(38) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(39) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(40) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(41) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(42) AdaptiveSparkPlan\nOutput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21], functions=[count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21], functions=[merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21, user_id#32], 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Count":0},"Properties":{"spark.driver.port":"41291","spark.submit.pyFiles":"/home/airflow/.ivy2/jars/com.clickhouse_clickhouse-jdbc-0.9.0.jar,/home/airflow/.ivy2/jars/com.clickhouse_clickhouse-client-0.9.0.jar,/home/airflow/.ivy2/jars/com.clickhouse_clickhouse-data-0.9.0.jar,/home/airflow/.ivy2/jars/com.clickhouse_clickhouse-http-client-0.9.0.jar,/home/airflow/.ivy2/jars/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,/home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar,/home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,/home/airflow/.ivy2/jars/org.apache.commons_commons-compress-1.27.1.jar,/home/airflow/.ivy2/jars/commons-codec_commons-codec-1.17.1.jar,/home/airflow/.ivy2/jars/commons-io_commons-io-2.16.1.jar,/home/airflow/.ivy2/jars/org.apache.commons_commons-lang3-3.16.0.jar,/home/airflow/.ivy2/jars/com.clickhouse_jdbc-v2-0.9.0.jar,/home/airflow/.ivy2/jars/com.clickhouse_client-v2-0.9.0.jar,/home/airflow/.ivy2/jars/org.roaringbitmap_RoaringBitmap-0.9.47.jar,/home/airflow/.ivy2/jars/org.ow2.asm_asm-9.7.jar,/home/airflow/.ivy2/jars/org.antlr_antlr4-runtime-4.13.2.jar,/home/airflow/.ivy2/jars/com.google.guava_guava-33.4.6-jre.jar,/home/airflow/.ivy2/jars/com.google.guava_failureaccess-1.0.3.jar,/home/airflow/.ivy2/jars/com.google.guava_listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar,/home/airflow/.ivy2/jars/org.jspecify_jspecify-1.0.0.jar,/home/airflow/.ivy2/jars/com.google.errorprone_error_prone_annotations-2.36.0.jar,/home/airflow/.ivy2/jars/com.google.j2objc_j2objc-annotations-3.0.0.jar,/home/airflow/.ivy2/jars/org.lz4_lz4-java-1.8.0.jar,/home/airflow/.ivy2/jars/org.slf4j_slf4j-api-2.0.7.jar,/home/airflow/.ivy2/jars/org.roaringbitmap_shims-0.9.47.jar","spark.app.startTime":"1782221899377","spark.rdd.scope":"{\"id\":\"9\",\"name\":\"Exchange\"}","spark.rdd.compress":"True","spark.app.submitTime":"1782221898676","spark.eventLog.dir":"file:/opt/spark-events","spark.app.initial.jar.urls":"spark://73850a3d530b:41291/jars/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,spark://73850a3d530b:41291/jars/com.google.guava_listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar,spark://73850a3d530b:41291/jars/commons-io_commons-io-2.16.1.jar,spark://73850a3d530b:41291/jars/com.google.errorprone_error_prone_annotations-2.36.0.jar,spark://73850a3d530b:41291/jars/com.google.j2objc_j2objc-annotations-3.0.0.jar,spark://73850a3d530b:41291/jars/org.jspecify_jspecify-1.0.0.jar,spark://73850a3d530b:41291/jars/org.slf4j_slf4j-api-2.0.7.jar,spark://73850a3d530b:41291/jars/org.apache.commons_commons-compress-1.27.1.jar,spark://73850a3d530b:41291/jars/org.ow2.asm_asm-9.7.jar,spark://73850a3d530b:41291/jars/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,spark://73850a3d530b:41291/jars/commons-codec_commons-codec-1.17.1.jar,spark://73850a3d530b:41291/jars/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar,spark://73850a3d530b:41291/jars/com.clickhouse_clickhouse-data-0.9.0.jar,spark://73850a3d530b:41291/jars/org.roaringbitmap_RoaringBitmap-0.9.47.jar,spark://73850a3d530b:41291/jars/com.clickhouse_jdbc-v2-0.9.0.jar,spark://73850a3d530b:41291/jars/com.clickhouse_clickhouse-http-client-0.9.0.jar,spark://73850a3d530b:41291/jars/org.antlr_antlr4-runtime-4.13.2.jar,spark://73850a3d530b:41291/jars/com.clickhouse_clickhouse-client-0.9.0.jar,spark://73850a3d530b:41291/jars/com.clickhouse_client-v2-0.9.0.jar,spark://73850a3d530b:41291/jars/org.apache.commons_commons-lang3-3.16.0.jar,spark://73850a3d530b:41291/jars/com.google.guava_failureaccess-1.0.3.jar,spark://73850a3d530b:41291/jars/org.roaringbitmap_shims-0.9.47.jar,spark://73850a3d530b:41291/jars/com.clickhouse_clickhouse-jdbc-0.9.0.jar,spark://73850a3d530b:41291/jars/com.google.guava_guava-33.4.6-jre.jar,spark://73850a3d530b:41291/jars/org.lz4_lz4-java-1.8.0.jar","spark.sql.execution.id":"0","spark.sql.warehouse.dir":"file:/opt/airflow/spark-warehouse","spark.rdd.scope.noOverride":"true","spark.master":"spark://spark-master:7077","spark.repl.local.jars":"file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-jdbc-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-data-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-http-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-compress-1.27.1.jar,file:///home/airflow/.ivy2/jars/commons-codec_commons-codec-1.17.1.jar,file:///home/airflow/.ivy2/jars/commons-io_commons-io-2.16.1.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-lang3-3.16.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_jdbc-v2-0.9.0.jar,file:///home/airflow/.ivy2/jars/co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-XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false","spark.files":"file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-jdbc-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-data-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-http-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-compress-1.27.1.jar,file:///home/airflow/.ivy2/jars/commons-codec_commons-codec-1.17.1.jar,file:///home/airflow/.ivy2/jars/commons-io_commons-io-2.16.1.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-lang3-3.16.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_jdbc-v2-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_client-v2-0.9.0.jar,file:///home/airflow/.ivy2/jars/org.roaringbitmap_RoaringBitmap-0.9.47.jar,file:///home/airflow/.ivy2/jars/org.ow2.asm_asm-9.7.jar,file:///home/airflow/.ivy2/jars/org.antlr_antlr4-runtime-4.13.2.jar,file:///home/airflow/.ivy2/jars/com.google.guava_guava-33.4.6-jre.jar,file:///home/airflow/.ivy2/jars/com.google.guava_failureaccess-1.0.3.jar,file:///home/airflow/.ivy2/jars/com.google.guava_listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar,file:///home/airflow/.ivy2/jars/org.jspecify_jspecify-1.0.0.jar,file:///home/airflow/.ivy2/jars/com.google.errorprone_error_prone_annotations-2.36.0.jar,file:///home/airflow/.ivy2/jars/com.google.j2objc_j2objc-annotations-3.0.0.jar,file:///home/airflow/.ivy2/jars/org.lz4_lz4-java-1.8.0.jar,file:///home/airflow/.ivy2/jars/org.slf4j_slf4j-api-2.0.7.jar,file:///home/airflow/.ivy2/jars/org.roaringbitmap_shims-0.9.47.jar","spark.jars":"file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-jdbc-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-data-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_clickhouse-http-client-0.9.0.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-compress-1.27.1.jar,file:///home/airflow/.ivy2/jars/commons-codec_commons-codec-1.17.1.jar,file:///home/airflow/.ivy2/jars/commons-io_commons-io-2.16.1.jar,file:///home/airflow/.ivy2/jars/org.apache.commons_commons-lang3-3.16.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_jdbc-v2-0.9.0.jar,file:///home/airflow/.ivy2/jars/com.clickhouse_client-v2-0.9.0.jar,file:///home/airflow/.ivy2/jars/org.roaringbitmap_RoaringBitmap-0.9.47.jar,file:///home/airflow/.ivy2/jars/org.ow2.asm_asm-9.7.jar,file:///home/airflow/.ivy2/jars/org.antlr_antlr4-runtime-4.13.2.jar,file:///home/airflow/.ivy2/jars/com.google.guava_guava-33.4.6-jre.jar,file:///home/airflow/.ivy2/jars/com.google.guava_failureaccess-1.0.3.jar,file:///home/airflow/.ivy2/jars/com.google.guava_listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar,file:///home/airflow/.ivy2/jars/org.jspecify_jspecify-1.0.0.jar,file:///home/airflow/.ivy2/jars/com.google.errorprone_error_prone_annotations-2.36.0.jar,file:///home/airflow/.ivy2/jars/com.google.j2objc_j2objc-annotations-3.0.0.jar,file:///home/airflow/.ivy2/jars/org.lz4_lz4-java-1.8.0.jar,file:///home/airflow/.ivy2/jars/org.slf4j_slf4j-api-2.0.7.jar,file:///home/airflow/.ivy2/jars/org.roaringbitmap_shims-0.9.47.jar","spark.app.initial.file.urls":"spark://73850a3d530b:41291/files/org.lz4_lz4-java-1.8.0.jar,spark://73850a3d530b:41291/files/org.roaringbitmap_shims-0.9.47.jar,spark://73850a3d530b:41291/files/org.roaringbitmap_RoaringBitmap-0.9.47.jar,spark://73850a3d530b:41291/files/com.google.guava_guava-33.4.6-jre.jar,spark://73850a3d530b:41291/files/org.slf4j_slf4j-api-2.0.7.jar,spark://73850a3d530b:41291/files/com.google.guava_failureaccess-1.0.3.jar,spark://73850a3d530b:41291/files/com.clickhouse_clickhouse-data-0.9.0.jar,spark://73850a3d530b:41291/files/org.jspecify_jspecify-1.0.0.jar,spark://73850a3d530b:41291/files/org.apache.commons_commons-compress-1.27.1.jar,spark://73850a3d530b:41291/files/com.google.errorprone_error_prone_annotations-2.36.0.jar,spark://73850a3d530b:41291/files/com.clickhouse_clickhouse-client-0.9.0.jar,spark://73850a3d530b:41291/files/org.antlr_antlr4-runtime-4.13.2.jar,spark://73850a3d530b:41291/files/commons-codec_commons-codec-1.17.1.jar,spark://73850a3d530b:41291/files/commons-io_commons-io-2.16.1.jar,spark://73850a3d530b:41291/files/org.apache.httpcomponents.core5_httpcore5-h2-5.2.4.jar,spark://73850a3d530b:41291/files/org.ow2.asm_asm-9.7.jar,spark://73850a3d530b:41291/files/com.clickhouse_clickhouse-jdbc-0.9.0.jar,spark://73850a3d530b:41291/files/com.clickhouse_client-v2-0.9.0.jar,spark://73850a3d530b:41291/files/com.google.j2objc_j2objc-annotations-3.0.0.jar,spark://73850a3d530b:41291/files/org.apache.commons_commons-lang3-3.16.0.jar,spark://73850a3d530b:41291/files/com.clickhouse_jdbc-v2-0.9.0.jar,spark://73850a3d530b:41291/files/com.google.guava_listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar,spark://73850a3d530b:41291/files/org.apache.httpcomponents.client5_httpclient5-5.3.1.jar,spark://73850a3d530b:41291/files/com.clickhouse_clickhouse-http-client-0.9.0.jar,spark://73850a3d530b:41291/files/org.apache.httpcomponents.core5_httpcore5-5.2.4.jar","spark.sql.execution.root.id":"0","spark.serializer.objectStreamReset":"100","spark.driver.extraJavaOptions":"-Djava.net.preferIPv6Addresses=false -XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (43)\n+- == Current Plan ==\n   CollectLimit (26)\n   +- HashAggregate (25)\n      +- HashAggregate (24)\n         +- HashAggregate (23)\n            +- HashAggregate (22)\n               +- BroadcastHashJoin LeftOuter BuildRight (21)\n                  :- ShuffleQueryStage (14)\n                  :  +- Exchange (13)\n                  :     +- * Project (12)\n                  :        +- * SortMergeJoin Inner (11)\n                  :           :- * Sort (5)\n                  :           :  +- AQEShuffleRead (4)\n                  :           :     +- ShuffleQueryStage (3), Statistics(sizeInBytes=1648.0 B, rowCount=18)\n                  :           :        +- Exchange (2)\n                  :           :           +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- * Sort (10)\n                  :              +- AQEShuffleRead (9)\n                  :                 +- ShuffleQueryStage (8), Statistics(sizeInBytes=384.0 B, rowCount=5)\n                  :                    +- Exchange (7)\n                  :                       +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- BroadcastQueryStage (20)\n                     +- BroadcastExchange (19)\n                        +- AQEShuffleRead (18)\n                           +- ShuffleQueryStage (17), Statistics(sizeInBytes=3.6 KiB, rowCount=57)\n                              +- Exchange (16)\n                                 +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (15)\n+- == Initial Plan ==\n   CollectLimit (42)\n   +- HashAggregate (41)\n      +- HashAggregate (40)\n         +- HashAggregate (39)\n            +- HashAggregate (38)\n               +- SortMergeJoin LeftOuter (37)\n                  :- Sort (34)\n                  :  +- Exchange (33)\n                  :     +- Project (32)\n                  :        +- SortMergeJoin Inner (31)\n                  :           :- Sort (28)\n                  :           :  +- Exchange (27)\n                  :           :     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (30)\n                  :              +- Exchange (29)\n                  :                 +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- Sort (36)\n                     +- Exchange (35)\n                        +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (15)\n\n\n(1) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 1]\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>\n\n(2) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=76]\n\n(3) ShuffleQueryStage\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: coalesced\n\n(5) Sort [codegen id : 4]\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(6) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 2]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(7) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=83]\n\n(8) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [2]: [course_id#10, title#11]\nArguments: coalesced\n\n(10) Sort [codegen id : 5]\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(11) SortMergeJoin [codegen id : 6]\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(12) Project [codegen id : 6]\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(13) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=229]\n\n(14) ShuffleQueryStage\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: 3\n\n(15) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 3]\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nPushedFilters: [*IsNotNull(lesson_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>\n\n(16) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=97]\n\n(17) ShuffleQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 2\n\n(18) AQEShuffleRead\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: local\n\n(19) BroadcastExchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: HashedRelationBroadcastMode(List(input[1, decimal(20,0), true]),false), [plan_id=284]\n\n(20) BroadcastQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 4\n\n(21) BroadcastHashJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(22) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(23) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(24) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(25) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(26) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(27) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]\n\n(28) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(29) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]\n\n(30) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(31) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(32) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(33) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]\n\n(34) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(35) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]\n\n(36) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(37) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(38) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(39) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(40) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(41) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(42) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(43) AdaptiveSparkPlan\nOutput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, course_id#21], functions=[count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[lesson_id#18, title#19, title#11, 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JDBCRelation(core_dim_lesson) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] [lesson_id#18,title#19,course_id#21] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":99,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":250,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":248,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":242,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":249,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":243,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":240,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":237,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":246,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":239,"metricType":"sum"},{"name":"records read","accumulatorId":236,"metricType":"sum"},{"name":"local bytes read","accumulatorId":234,"metricType":"size"},{"name":"fetch wait time","accumulatorId":235,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":232,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":238,"metricType":"sum"},{"name":"local blocks read","accumulatorId":231,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":241,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":230,"metricType":"sum"},{"name":"data size","accumulatorId":228,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":244,"metricType":"size"},{"name":"number of partitions","accumulatorId":229,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":245,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":233,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":247,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of partitions","accumulatorId":486,"metricType":"sum"},{"name":"partition data size","accumulatorId":487,"metricType":"size"},{"name":"number of coalesced partitions","accumulatorId":488,"metricType":"sum"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":483,"metricType":"timing"},{"name":"peak memory","accumulatorId":484,"metricType":"size"},{"name":"spill size","accumulatorId":485,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":482,"metricType":"timing"}]}],"metadata":{},"metrics":[]},{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"Sort","simpleString":"Sort [course_id#10 ASC NULLS 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{"Event":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":7,"Stage Attempt ID":0,"Stage Name":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Number of Tasks":1,"RDD Info":[{"RDD ID":17,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"23\",\"name\":\"BroadcastExchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[16],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":16,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"24\",\"name\":\"AQEShuffleRead\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[8],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number 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Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":117,"Executor Deserialize CPU Time":62440860,"Executor Run Time":244,"Executor CPU Time":183975419,"Peak Execution Memory":8519648,"Result Size":6375,"JVM GC Time":0,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":2,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":1758,"Total Records Read":23,"Remote Requests 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{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":5,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":15,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"9\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[14],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":10,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"14\",\"name\":\"WholeStageCodegen (4)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[9],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":11,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"22\",\"name\":\"AQEShuffleRead\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[6],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":14,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"10\",\"name\":\"WholeStageCodegen (6)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[13],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":13,"Name":"ZippedPartitionsRDD2","Scope":"{\"id\":\"10\",\"name\":\"WholeStageCodegen (6)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[10,12],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":9,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"17\",\"name\":\"AQEShuffleRead\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[4],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":12,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"19\",\"name\":\"WholeStageCodegen (5)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[11],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[3,4],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221916237,"Completion Time":1782221916668,"Accumulables":[{"ID":231,"Name":"local blocks read","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":234,"Name":"local bytes read","Value":"1204","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":235,"Name":"fetch wait time","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":236,"Name":"records read","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":257,"Name":"local blocks read","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":260,"Name":"local bytes read","Value":"554","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":261,"Name":"fetch wait time","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":262,"Name":"records read","Value":"5","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":457,"Name":"data size","Value":"2456","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":476,"Name":"shuffle bytes written","Value":"2786","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":477,"Name":"shuffle records written","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":478,"Name":"shuffle write time","Value":"4731740","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":479,"Name":"duration","Value":"23","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":480,"Name":"number of output rows","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":481,"Name":"spill size","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":482,"Name":"duration","Value":"159","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":483,"Name":"sort time","Value":"3","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":484,"Name":"peak memory","Value":"4259824","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":485,"Name":"spill size","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":489,"Name":"duration","Value":"71","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":490,"Name":"sort time","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":491,"Name":"peak memory","Value":"4259824","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":492,"Name":"spill size","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":499,"Name":"internal.metrics.executorDeserializeTime","Value":117,"Internal":true,"Count Failed Values":true},{"ID":500,"Name":"internal.metrics.executorDeserializeCpuTime","Value":62440860,"Internal":true,"Count Failed Values":true},{"ID":501,"Name":"internal.metrics.executorRunTime","Value":244,"Internal":true,"Count Failed Values":true},{"ID":502,"Name":"internal.metrics.executorCpuTime","Value":183975419,"Internal":true,"Count Failed Values":true},{"ID":503,"Name":"internal.metrics.resultSize","Value":6375,"Internal":true,"Count Failed Values":true},{"ID":508,"Name":"internal.metrics.peakExecutionMemory","Value":8519648,"Internal":true,"Count Failed Values":true},{"ID":510,"Name":"internal.metrics.shuffle.read.remoteBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":511,"Name":"internal.metrics.shuffle.read.localBlocksFetched","Value":2,"Internal":true,"Count Failed Values":true},{"ID":512,"Name":"internal.metrics.shuffle.read.remoteBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":513,"Name":"internal.metrics.shuffle.read.remoteBytesReadToDisk","Value":0,"Internal":true,"Count Failed Values":true},{"ID":514,"Name":"internal.metrics.shuffle.read.localBytesRead","Value":1758,"Internal":true,"Count Failed Values":true},{"ID":515,"Name":"internal.metrics.shuffle.read.fetchWaitTime","Value":0,"Internal":true,"Count Failed Values":true},{"ID":516,"Name":"internal.metrics.shuffle.read.recordsRead","Value":23,"Internal":true,"Count Failed Values":true},{"ID":517,"Name":"internal.metrics.shuffle.push.read.corruptMergedBlockChunks","Value":0,"Internal":true,"Count Failed Values":true},{"ID":518,"Name":"internal.metrics.shuffle.push.read.mergedFetchFallbackCount","Value":0,"Internal":true,"Count Failed Values":true},{"ID":519,"Name":"internal.metrics.shuffle.push.read.remoteMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":520,"Name":"internal.metrics.shuffle.push.read.localMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":521,"Name":"internal.metrics.shuffle.push.read.remoteMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":522,"Name":"internal.metrics.shuffle.push.read.localMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":523,"Name":"internal.metrics.shuffle.push.read.remoteMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":524,"Name":"internal.metrics.shuffle.push.read.localMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":525,"Name":"internal.metrics.shuffle.read.remoteReqsDuration","Value":0,"Internal":true,"Count Failed Values":true},{"ID":526,"Name":"internal.metrics.shuffle.push.read.remoteMergedReqsDuration","Value":0,"Internal":true,"Count Failed Values":true},{"ID":527,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":2786,"Internal":true,"Count Failed Values":true},{"ID":528,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":18,"Internal":true,"Count Failed Values":true},{"ID":529,"Name":"internal.metrics.shuffle.write.writeTime","Value":4731740,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":3,"Completion Time":1782221916669,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (44)\n+- == Final Plan ==\n   CollectLimit (27)\n   +- * HashAggregate (26)\n      +- * HashAggregate (25)\n         +- * HashAggregate (24)\n            +- * HashAggregate (23)\n               +- * BroadcastHashJoin LeftOuter BuildRight (22)\n                  :- AQEShuffleRead (15)\n                  :  +- ShuffleQueryStage (14), Statistics(sizeInBytes=2.4 KiB, rowCount=18)\n                  :     +- Exchange (13)\n                  :        +- * Project (12)\n                  :           +- * SortMergeJoin Inner (11)\n                  :              :- * Sort (5)\n                  :              :  +- AQEShuffleRead (4)\n                  :              :     +- ShuffleQueryStage (3), Statistics(sizeInBytes=1648.0 B, rowCount=18)\n                  :              :        +- Exchange (2)\n                  :              :           +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :              +- * Sort (10)\n                  :                 +- AQEShuffleRead (9)\n                  :                    +- ShuffleQueryStage (8), Statistics(sizeInBytes=384.0 B, rowCount=5)\n                  :                       +- Exchange (7)\n                  :                          +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- BroadcastQueryStage (21), Statistics(sizeInBytes=2.0 MiB, rowCount=57)\n                     +- BroadcastExchange (20)\n                        +- AQEShuffleRead (19)\n                           +- ShuffleQueryStage (18), Statistics(sizeInBytes=3.6 KiB, rowCount=57)\n                              +- Exchange (17)\n                                 +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (16)\n+- == Initial Plan ==\n   CollectLimit (43)\n   +- HashAggregate (42)\n      +- HashAggregate (41)\n         +- HashAggregate (40)\n            +- HashAggregate (39)\n               +- SortMergeJoin LeftOuter (38)\n                  :- Sort (35)\n                  :  +- Exchange (34)\n                  :     +- Project (33)\n                  :        +- SortMergeJoin Inner (32)\n                  :           :- Sort (29)\n                  :           :  +- Exchange (28)\n                  :           :     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (1)\n                  :           +- Sort (31)\n                  :              +- Exchange (30)\n                  :                 +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (6)\n                  +- Sort (37)\n                     +- Exchange (36)\n                        +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (16)\n\n\n(1) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 1]\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),title:string,course_id:decimal(20,0)>\n\n(2) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=76]\n\n(3) ShuffleQueryStage\nOutput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: coalesced\n\n(5) Sort [codegen id : 4]\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(6) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 2]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(7) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=83]\n\n(8) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [2]: [course_id#10, title#11]\nArguments: coalesced\n\n(10) Sort [codegen id : 5]\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(11) SortMergeJoin [codegen id : 6]\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(12) Project [codegen id : 6]\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(13) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=229]\n\n(14) ShuffleQueryStage\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: 3\n\n(15) AQEShuffleRead\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: local\n\n(16) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 3]\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nPushedFilters: [*IsNotNull(lesson_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),viewed_at:timestamp>\n\n(17) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=97]\n\n(18) ShuffleQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 2\n\n(19) AQEShuffleRead\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: local\n\n(20) BroadcastExchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: HashedRelationBroadcastMode(List(input[1, decimal(20,0), true]),false), [plan_id=284]\n\n(21) BroadcastQueryStage\nOutput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: 4\n\n(22) BroadcastHashJoin [codegen id : 7]\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(23) HashAggregate [codegen id : 7]\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(24) HashAggregate [codegen id : 7]\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(25) HashAggregate [codegen id : 7]\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(26) HashAggregate [codegen id : 7]\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(27) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(28) Exchange\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=41]\n\n(29) Sort\nInput [3]: [lesson_id#18, title#19, course_id#21]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(30) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=42]\n\n(31) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(32) SortMergeJoin\nLeft keys [1]: [course_id#21]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(33) Project\nOutput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nInput [5]: [lesson_id#18, title#19, course_id#21, course_id#10, title#11]\n\n(34) Exchange\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: hashpartitioning(lesson_id#18, 200), ENSURE_REQUIREMENTS, [plan_id=49]\n\n(35) Sort\nInput [4]: [lesson_id#18, title#19, course_id#21, title#11]\nArguments: [lesson_id#18 ASC NULLS FIRST], false, 0\n\n(36) Exchange\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: hashpartitioning(lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=50]\n\n(37) Sort\nInput [3]: [user_id#32, lesson_id#33, viewed_at#35]\nArguments: [lesson_id#33 ASC NULLS FIRST], false, 0\n\n(38) SortMergeJoin\nLeft keys [1]: [lesson_id#18]\nRight keys [1]: [lesson_id#33]\nJoin type: LeftOuter\nJoin condition: None\n\n(39) HashAggregate\nInput [7]: [lesson_id#18, title#19, course_id#21, title#11, user_id#32, lesson_id#33, viewed_at#35]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [partial_count(lesson_id#33), partial_min(viewed_at#35), partial_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(40) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [5]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32]\nFunctions [3]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35)]\nAggregate Attributes [3]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\n\n(41) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, user_id#32, count#235L, min#237, max#239]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [merge_count(lesson_id#33), merge_min(viewed_at#35), merge_max(viewed_at#35), partial_count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\n\n(42) HashAggregate\nInput [8]: [lesson_id#18, title#19, title#11, course_id#21, count#235L, min#237, max#239, count#242L]\nKeys [4]: [lesson_id#18, title#19, title#11, course_id#21]\nFunctions [4]: [count(lesson_id#33), min(viewed_at#35), max(viewed_at#35), count(distinct user_id#32)]\nAggregate Attributes [4]: [count(lesson_id#33)#92L, min(viewed_at#35)#95, max(viewed_at#35)#97, count(user_id#32)#99L]\nResults [8]: [toprettystring(lesson_id#18, Some(Europe/Samara)) AS toprettystring(lesson_id)#218, toprettystring(title#19, Some(Europe/Samara)) AS toprettystring(lesson_title)#219, toprettystring(course_id#21, Some(Europe/Samara)) AS toprettystring(course_id)#220, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#221, toprettystring(count(lesson_id#33)#92L, Some(Europe/Samara)) AS toprettystring(total_views)#222, toprettystring(count(user_id#32)#99L, Some(Europe/Samara)) AS toprettystring(unique_users)#223, toprettystring(min(viewed_at#35)#95, Some(Europe/Samara)) AS toprettystring(first_view)#224, toprettystring(max(viewed_at#35)#97, Some(Europe/Samara)) AS toprettystring(last_view)#225]\n\n(43) CollectLimit\nInput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: 21\n\n(44) AdaptiveSparkPlan\nOutput [8]: [toprettystring(lesson_id)#218, toprettystring(lesson_title)#219, toprettystring(course_id)#220, toprettystring(course_title)#221, toprettystring(total_views)#222, toprettystring(unique_users)#223, toprettystring(first_view)#224, toprettystring(last_view)#225]\nArguments: isFinalPlan=true\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=true","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 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{"Event":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":11,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":20,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"40\",\"name\":\"mapPartitionsInternal\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[19],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":19,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"30\",\"name\":\"WholeStageCodegen (7)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[18],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached 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{"Event":"SparkListenerJobEnd","Job ID":5,"Completion Time":1782221917232,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionEnd","executionId":0,"time":1782221917763,"errorMessage":""}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionStart","executionId":1,"rootExecutionId":1,"description":"showString at NativeMethodAccessorImpl.java:0","details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (22)\n+- CollectLimit (21)\n   +- Project (20)\n      +- SortMergeJoin LeftOuter (19)\n         :- LocalLimit (10)\n         :  +- SortMergeJoin LeftAnti (9)\n         :     :- Sort (3)\n         :     :  +- Exchange (2)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (8)\n         :        +- HashAggregate (7)\n         :           +- Exchange (6)\n         :              +- HashAggregate (5)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- Sort (18)\n            +- HashAggregate (17)\n               +- Exchange (16)\n                  +- HashAggregate (15)\n                     +- HashAggregate (14)\n                        +- Exchange (13)\n                           +- HashAggregate (12)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (11)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1] \nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(3) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] \nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(5) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(6) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(7) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(8) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(9) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(10) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(11) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1] \nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(12) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(13) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(14) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(15) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(16) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(17) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(18) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(19) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(20) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, 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{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":1,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (41)\n+- == Current Plan ==\n   CollectLimit (24)\n   +- Project (23)\n      +- SortMergeJoin LeftOuter (22)\n         :- LocalLimit (12)\n         :  +- SortMergeJoin LeftAnti (11)\n         :     :- Sort (4)\n         :     :  +- ShuffleQueryStage (3)\n         :     :     +- Exchange (2)\n         :     :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (10)\n         :        +- HashAggregate (9)\n         :           +- ShuffleQueryStage (8)\n         :              +- Exchange (7)\n         :                 +- * HashAggregate (6)\n         :                    +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         +- Sort (21)\n            +- HashAggregate (20)\n               +- Exchange (19)\n                  +- HashAggregate (18)\n                     +- HashAggregate (17)\n                        +- ShuffleQueryStage (16)\n                           +- Exchange (15)\n                              +- * HashAggregate (14)\n                                 +- * Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (13)\n+- == Initial Plan ==\n   CollectLimit (40)\n   +- Project (39)\n      +- SortMergeJoin LeftOuter (38)\n         :- LocalLimit (31)\n         :  +- SortMergeJoin LeftAnti (30)\n         :     :- Sort (26)\n         :     :  +- Exchange (25)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (29)\n         :        +- HashAggregate (28)\n         :           +- Exchange (27)\n         :              +- HashAggregate (6)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         +- Sort (37)\n            +- HashAggregate (36)\n               +- Exchange (35)\n                  +- HashAggregate (34)\n                     +- HashAggregate (33)\n                        +- Exchange (32)\n                           +- HashAggregate (14)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (13)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]\n\n(3) ShuffleQueryStage\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 0\n\n(4) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(7) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=439]\n\n(8) ShuffleQueryStage\nOutput [1]: [user_id#32]\nArguments: 1\n\n(9) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(10) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(11) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(12) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(13) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(14) HashAggregate [codegen id : 3]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(15) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=460]\n\n(16) ShuffleQueryStage\nOutput [2]: [user_id#26, course_id#27]\nArguments: 2\n\n(17) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(18) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(19) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=467]\n\n(20) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(21) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(22) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(23) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(24) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(25) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(26) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(27) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(28) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(29) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(30) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(31) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(32) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(33) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(34) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(35) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(36) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(37) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(38) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(39) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(40) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(41) AdaptiveSparkPlan\nOutput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [user_id#0], [user_id#26], LeftOuter","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [user_id#0], [user_id#32], 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{"Event":"SparkListenerTaskEnd","Stage ID":12,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":6,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221917863,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221917981,"Failed":false,"Killed":false,"Accumulables":[{"ID":751,"Name":"number of output rows","Update":"20","Value":"20","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":889,"Name":"data size","Update":"1760","Value":"1760","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":908,"Name":"shuffle bytes written","Update":"2299","Value":"2299","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":909,"Name":"shuffle records written","Update":"20","Value":"20","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":910,"Name":"shuffle write time","Update":"4124633","Value":"4124633","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":911,"Name":"duration","Update":"9","Value":"9","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1010,"Name":"internal.metrics.executorDeserializeTime","Update":34,"Value":34,"Internal":true,"Count Failed Values":true},{"ID":1011,"Name":"internal.metrics.executorDeserializeCpuTime","Update":10371008,"Value":10371008,"Internal":true,"Count Failed Values":true},{"ID":1012,"Name":"internal.metrics.executorRunTime","Update":66,"Value":66,"Internal":true,"Count Failed Values":true},{"ID":1013,"Name":"internal.metrics.executorCpuTime","Update":31608481,"Value":31608481,"Internal":true,"Count Failed Values":true},{"ID":1014,"Name":"internal.metrics.resultSize","Update":1940,"Value":1940,"Internal":true,"Count Failed Values":true},{"ID":1038,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":2299,"Value":2299,"Internal":true,"Count Failed Values":true},{"ID":1039,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":20,"Value":20,"Internal":true,"Count Failed Values":true},{"ID":1040,"Name":"internal.metrics.shuffle.write.writeTime","Update":4124633,"Value":4124633,"Internal":true,"Count Failed Values":true},{"ID":1042,"Name":"internal.metrics.input.recordsRead","Update":20,"Value":20,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":34,"Executor Deserialize CPU Time":10371008,"Executor Run Time":66,"Executor CPU Time":31608481,"Peak Execution Memory":0,"Result Size":1940,"JVM GC Time":0,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":2299,"Shuffle Write Time":4124633,"Shuffle Records Written":20},"Input Metrics":{"Bytes Read":0,"Records Read":20},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":12,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":25,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"57\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[24],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":24,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"58\",\"name\":\"WholeStageCodegen (1)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[21],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":21,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221917853,"Completion Time":1782221917982,"Accumulables":[{"ID":751,"Name":"number of output rows","Value":"20","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":889,"Name":"data size","Value":"1760","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":908,"Name":"shuffle bytes written","Value":"2299","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":909,"Name":"shuffle records written","Value":"20","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":910,"Name":"shuffle write time","Value":"4124633","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":911,"Name":"duration","Value":"9","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1010,"Name":"internal.metrics.executorDeserializeTime","Value":34,"Internal":true,"Count Failed Values":true},{"ID":1011,"Name":"internal.metrics.executorDeserializeCpuTime","Value":10371008,"Internal":true,"Count Failed Values":true},{"ID":1012,"Name":"internal.metrics.executorRunTime","Value":66,"Internal":true,"Count Failed Values":true},{"ID":1013,"Name":"internal.metrics.executorCpuTime","Value":31608481,"Internal":true,"Count Failed Values":true},{"ID":1014,"Name":"internal.metrics.resultSize","Value":1940,"Internal":true,"Count Failed Values":true},{"ID":1038,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":2299,"Internal":true,"Count Failed Values":true},{"ID":1039,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":20,"Internal":true,"Count Failed Values":true},{"ID":1040,"Name":"internal.metrics.shuffle.write.writeTime","Value":4124633,"Internal":true,"Count Failed Values":true},{"ID":1042,"Name":"internal.metrics.input.recordsRead","Value":20,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":6,"Completion Time":1782221917984,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"SparkListenerTaskEnd","Stage ID":13,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":7,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221917903,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221918053,"Failed":false,"Killed":false,"Accumulables":[{"ID":783,"Name":"number of output rows","Update":"11","Value":"11","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":784,"Name":"peak memory","Update":"262144","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":786,"Name":"time in aggregation build","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":789,"Name":"number of output rows","Update":"57","Value":"57","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":921,"Name":"data size","Update":"352","Value":"352","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":940,"Name":"shuffle bytes written","Update":"777","Value":"777","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":941,"Name":"shuffle records written","Update":"11","Value":"11","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":942,"Name":"shuffle write time","Update":"3316826","Value":"3316826","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":943,"Name":"duration","Update":"33","Value":"33","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1045,"Name":"internal.metrics.executorDeserializeTime","Update":27,"Value":27,"Internal":true,"Count Failed Values":true},{"ID":1046,"Name":"internal.metrics.executorDeserializeCpuTime","Update":8702370,"Value":8702370,"Internal":true,"Count Failed Values":true},{"ID":1047,"Name":"internal.metrics.executorRunTime","Update":111,"Value":111,"Internal":true,"Count Failed Values":true},{"ID":1048,"Name":"internal.metrics.executorCpuTime","Update":68420694,"Value":68420694,"Internal":true,"Count Failed Values":true},{"ID":1049,"Name":"internal.metrics.resultSize","Update":2442,"Value":2442,"Internal":true,"Count Failed Values":true},{"ID":1054,"Name":"internal.metrics.peakExecutionMemory","Update":262144,"Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1073,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":777,"Value":777,"Internal":true,"Count Failed Values":true},{"ID":1074,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":11,"Value":11,"Internal":true,"Count Failed Values":true},{"ID":1075,"Name":"internal.metrics.shuffle.write.writeTime","Update":3316826,"Value":3316826,"Internal":true,"Count Failed Values":true},{"ID":1077,"Name":"internal.metrics.input.recordsRead","Update":57,"Value":57,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":27,"Executor Deserialize CPU Time":8702370,"Executor Run Time":111,"Executor CPU Time":68420694,"Peak Execution Memory":262144,"Result Size":2442,"JVM GC Time":0,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":777,"Shuffle Write Time":3316826,"Shuffle Records Written":11},"Input Metrics":{"Bytes Read":0,"Records Read":57},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":13,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":27,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"60\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[26],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":26,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"61\",\"name\":\"WholeStageCodegen (2)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[22],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":22,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221917891,"Completion Time":1782221918058,"Accumulables":[{"ID":783,"Name":"number of output rows","Value":"11","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":784,"Name":"peak memory","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":786,"Name":"time in aggregation build","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":789,"Name":"number of output rows","Value":"57","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":921,"Name":"data size","Value":"352","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":940,"Name":"shuffle bytes written","Value":"777","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":941,"Name":"shuffle records written","Value":"11","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":942,"Name":"shuffle write time","Value":"3316826","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":943,"Name":"duration","Value":"33","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1045,"Name":"internal.metrics.executorDeserializeTime","Value":27,"Internal":true,"Count Failed Values":true},{"ID":1046,"Name":"internal.metrics.executorDeserializeCpuTime","Value":8702370,"Internal":true,"Count Failed Values":true},{"ID":1047,"Name":"internal.metrics.executorRunTime","Value":111,"Internal":true,"Count Failed Values":true},{"ID":1048,"Name":"internal.metrics.executorCpuTime","Value":68420694,"Internal":true,"Count Failed Values":true},{"ID":1049,"Name":"internal.metrics.resultSize","Value":2442,"Internal":true,"Count Failed Values":true},{"ID":1054,"Name":"internal.metrics.peakExecutionMemory","Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1073,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":777,"Internal":true,"Count Failed Values":true},{"ID":1074,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":11,"Internal":true,"Count Failed Values":true},{"ID":1075,"Name":"internal.metrics.shuffle.write.writeTime","Value":3316826,"Internal":true,"Count Failed Values":true},{"ID":1077,"Name":"internal.metrics.input.recordsRead","Value":57,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":7,"Completion Time":1782221918062,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":1,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (43)\n+- == Current Plan ==\n   CollectLimit (26)\n   +- Project (25)\n      +- SortMergeJoin LeftOuter (24)\n         :- Sort (14)\n         :  +- LocalLimit (13)\n         :     +- BroadcastHashJoin LeftAnti BuildRight (12)\n         :        :- ShuffleQueryStage (3), Statistics(sizeInBytes=1760.0 B, rowCount=20)\n         :        :  +- Exchange (2)\n         :        :     +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        +- BroadcastQueryStage (11)\n         :           +- BroadcastExchange (10)\n         :              +- * HashAggregate (9)\n         :                 +- AQEShuffleRead (8)\n         :                    +- ShuffleQueryStage (7), Statistics(sizeInBytes=352.0 B, rowCount=11)\n         :                       +- Exchange (6)\n         :                          +- * HashAggregate (5)\n         :                             +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- Sort (23)\n            +- HashAggregate (22)\n               +- Exchange (21)\n                  +- HashAggregate (20)\n                     +- HashAggregate (19)\n                        +- ShuffleQueryStage (18)\n                           +- Exchange (17)\n                              +- * HashAggregate (16)\n                                 +- * Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (15)\n+- == Initial Plan ==\n   CollectLimit (42)\n   +- Project (41)\n      +- SortMergeJoin LeftOuter (40)\n         :- LocalLimit (33)\n         :  +- SortMergeJoin LeftAnti (32)\n         :     :- Sort (28)\n         :     :  +- Exchange (27)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (31)\n         :        +- HashAggregate (30)\n         :           +- Exchange (29)\n         :              +- HashAggregate (5)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- Sort (39)\n            +- HashAggregate (38)\n               +- Exchange (37)\n                  +- HashAggregate (36)\n                     +- HashAggregate (35)\n                        +- Exchange (34)\n                           +- HashAggregate (16)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (15)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]\n\n(3) ShuffleQueryStage\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(5) HashAggregate [codegen id : 2]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(6) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=439]\n\n(7) ShuffleQueryStage\nOutput [1]: [user_id#32]\nArguments: 1\n\n(8) AQEShuffleRead\nInput [1]: [user_id#32]\nArguments: coalesced\n\n(9) HashAggregate [codegen id : 4]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(10) BroadcastExchange\nInput [1]: [user_id#32]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=547]\n\n(11) BroadcastQueryStage\nOutput [1]: [user_id#32]\nArguments: 3\n\n(12) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(13) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(14) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(15) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(16) HashAggregate [codegen id : 3]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(17) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=460]\n\n(18) ShuffleQueryStage\nOutput [2]: [user_id#26, course_id#27]\nArguments: 2\n\n(19) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(20) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(21) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=467]\n\n(22) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(23) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(24) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(25) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(26) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(27) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(28) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(29) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(30) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(31) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(32) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(33) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(34) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(35) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(36) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(37) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(38) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(39) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(40) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(41) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(42) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, 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{"Event":"SparkListenerTaskEnd","Stage ID":14,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":8,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221917932,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221918128,"Failed":false,"Killed":false,"Accumulables":[{"ID":855,"Name":"number of output rows","Update":"45","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":856,"Name":"peak memory","Update":"262144","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":858,"Name":"time in aggregation build","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":861,"Name":"number of output rows","Update":"45","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":987,"Name":"data size","Update":"2520","Value":"2520","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1006,"Name":"shuffle bytes written","Update":"3290","Value":"3290","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1007,"Name":"shuffle records written","Update":"45","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1008,"Name":"shuffle write time","Update":"6425877","Value":"6425877","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1009,"Name":"duration","Update":"46","Value":"46","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1080,"Name":"internal.metrics.executorDeserializeTime","Update":57,"Value":57,"Internal":true,"Count Failed Values":true},{"ID":1081,"Name":"internal.metrics.executorDeserializeCpuTime","Update":8666125,"Value":8666125,"Internal":true,"Count Failed Values":true},{"ID":1082,"Name":"internal.metrics.executorRunTime","Update":128,"Value":128,"Internal":true,"Count Failed Values":true},{"ID":1083,"Name":"internal.metrics.executorCpuTime","Update":89341022,"Value":89341022,"Internal":true,"Count Failed Values":true},{"ID":1084,"Name":"internal.metrics.resultSize","Update":2442,"Value":2442,"Internal":true,"Count Failed Values":true},{"ID":1089,"Name":"internal.metrics.peakExecutionMemory","Update":262144,"Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1108,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":3290,"Value":3290,"Internal":true,"Count Failed Values":true},{"ID":1109,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":45,"Value":45,"Internal":true,"Count Failed Values":true},{"ID":1110,"Name":"internal.metrics.shuffle.write.writeTime","Update":6425877,"Value":6425877,"Internal":true,"Count Failed Values":true},{"ID":1112,"Name":"internal.metrics.input.recordsRead","Update":45,"Value":45,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":57,"Executor Deserialize CPU Time":8666125,"Executor Run Time":128,"Executor CPU Time":89341022,"Peak Execution Memory":262144,"Result Size":2442,"JVM GC Time":0,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":3290,"Shuffle Write Time":6425877,"Shuffle Records Written":45},"Input Metrics":{"Bytes Read":0,"Records Read":45},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":14,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":29,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"64\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[28],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":28,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"65\",\"name\":\"WholeStageCodegen (3)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[23],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":23,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221917922,"Completion Time":1782221918131,"Accumulables":[{"ID":855,"Name":"number of output rows","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":856,"Name":"peak memory","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":858,"Name":"time in aggregation build","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":861,"Name":"number of output rows","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":987,"Name":"data size","Value":"2520","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1006,"Name":"shuffle bytes written","Value":"3290","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1007,"Name":"shuffle records written","Value":"45","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1008,"Name":"shuffle write time","Value":"6425877","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1009,"Name":"duration","Value":"46","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1080,"Name":"internal.metrics.executorDeserializeTime","Value":57,"Internal":true,"Count Failed Values":true},{"ID":1081,"Name":"internal.metrics.executorDeserializeCpuTime","Value":8666125,"Internal":true,"Count Failed Values":true},{"ID":1082,"Name":"internal.metrics.executorRunTime","Value":128,"Internal":true,"Count Failed Values":true},{"ID":1083,"Name":"internal.metrics.executorCpuTime","Value":89341022,"Internal":true,"Count Failed Values":true},{"ID":1084,"Name":"internal.metrics.resultSize","Value":2442,"Internal":true,"Count Failed Values":true},{"ID":1089,"Name":"internal.metrics.peakExecutionMemory","Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1108,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":3290,"Internal":true,"Count Failed Values":true},{"ID":1109,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":45,"Internal":true,"Count Failed Values":true},{"ID":1110,"Name":"internal.metrics.shuffle.write.writeTime","Value":6425877,"Internal":true,"Count Failed Values":true},{"ID":1112,"Name":"internal.metrics.input.recordsRead","Value":45,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":8,"Completion Time":1782221918133,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"SparkListenerTaskStart","Stage ID":16,"Stage Attempt ID":0,"Task Info":{"Task ID":9,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221918131,"Executor ID":"0","Host":"172.28.0.49","Locality":"NODE_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":0,"Failed":false,"Killed":false,"Accumulables":[]}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":1,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (44)\n+- == Current Plan ==\n   CollectLimit (27)\n   +- Project (26)\n      +- BroadcastHashJoin LeftOuter BuildRight (25)\n         :- LocalLimit (13)\n         :  +- BroadcastHashJoin LeftAnti BuildRight (12)\n         :     :- ShuffleQueryStage (3), Statistics(sizeInBytes=1760.0 B, rowCount=20)\n         :     :  +- Exchange (2)\n         :     :     +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- BroadcastQueryStage (11)\n         :        +- BroadcastExchange (10)\n         :           +- * HashAggregate (9)\n         :              +- AQEShuffleRead (8)\n         :                 +- ShuffleQueryStage (7), Statistics(sizeInBytes=352.0 B, rowCount=11)\n         :                    +- Exchange (6)\n         :                       +- * HashAggregate (5)\n         :                          +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- BroadcastExchange (24)\n            +- HashAggregate (23)\n               +- ShuffleQueryStage (22)\n                  +- Exchange (21)\n                     +- * HashAggregate (20)\n                        +- * HashAggregate (19)\n                           +- AQEShuffleRead (18)\n                              +- ShuffleQueryStage (17), Statistics(sizeInBytes=2.5 KiB, rowCount=45)\n                                 +- Exchange (16)\n                                    +- * HashAggregate (15)\n                                       +- * Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (14)\n+- == Initial Plan ==\n   CollectLimit (43)\n   +- Project (42)\n      +- SortMergeJoin LeftOuter (41)\n         :- LocalLimit (34)\n         :  +- SortMergeJoin LeftAnti (33)\n         :     :- Sort (29)\n         :     :  +- Exchange (28)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (32)\n         :        +- HashAggregate (31)\n         :           +- Exchange (30)\n         :              +- HashAggregate (5)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- Sort (40)\n            +- HashAggregate (39)\n               +- Exchange (38)\n                  +- HashAggregate (37)\n                     +- HashAggregate (36)\n                        +- Exchange (35)\n                           +- HashAggregate (15)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (14)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]\n\n(3) ShuffleQueryStage\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(5) HashAggregate [codegen id : 2]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(6) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=439]\n\n(7) ShuffleQueryStage\nOutput [1]: [user_id#32]\nArguments: 1\n\n(8) AQEShuffleRead\nInput [1]: [user_id#32]\nArguments: coalesced\n\n(9) HashAggregate [codegen id : 4]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(10) BroadcastExchange\nInput [1]: [user_id#32]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=547]\n\n(11) BroadcastQueryStage\nOutput [1]: [user_id#32]\nArguments: 3\n\n(12) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(13) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(14) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(15) HashAggregate [codegen id : 3]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(16) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=460]\n\n(17) ShuffleQueryStage\nOutput [2]: [user_id#26, course_id#27]\nArguments: 2\n\n(18) AQEShuffleRead\nInput [2]: [user_id#26, course_id#27]\nArguments: coalesced\n\n(19) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(20) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(21) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=595]\n\n(22) ShuffleQueryStage\nOutput [2]: [user_id#26, count#283L]\nArguments: 4\n\n(23) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(24) BroadcastExchange\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=607]\n\n(25) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(26) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(27) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(28) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(29) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(30) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(31) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(32) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(33) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(34) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(35) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(36) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(37) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(38) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(39) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(40) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(41) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(42) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(43) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(44) AdaptiveSparkPlan\nOutput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#26], LeftOuter, BuildRight, false","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#32], LeftAnti, BuildRight, false","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]","children":[{"nodeName":"WholeStageCodegen 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{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":1,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (46)\n+- == Current Plan ==\n   CollectLimit (29)\n   +- Project (28)\n      +- BroadcastHashJoin LeftOuter BuildRight (27)\n         :- LocalLimit (13)\n         :  +- BroadcastHashJoin LeftAnti BuildRight (12)\n         :     :- ShuffleQueryStage (3), Statistics(sizeInBytes=1760.0 B, rowCount=20)\n         :     :  +- Exchange (2)\n         :     :     +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- BroadcastQueryStage (11), Statistics(sizeInBytes=2.0 MiB, rowCount=11)\n         :        +- BroadcastExchange (10)\n         :           +- * HashAggregate (9)\n         :              +- AQEShuffleRead (8)\n         :                 +- ShuffleQueryStage (7), Statistics(sizeInBytes=352.0 B, rowCount=11)\n         :                    +- Exchange (6)\n         :                       +- * HashAggregate (5)\n         :                          +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- BroadcastQueryStage (26)\n            +- BroadcastExchange (25)\n               +- * HashAggregate (24)\n                  +- AQEShuffleRead (23)\n                     +- ShuffleQueryStage (22), Statistics(sizeInBytes=800.0 B, rowCount=20)\n                        +- Exchange (21)\n                           +- * HashAggregate (20)\n                              +- * HashAggregate (19)\n                                 +- AQEShuffleRead (18)\n                                    +- ShuffleQueryStage (17), Statistics(sizeInBytes=2.5 KiB, rowCount=45)\n                                       +- Exchange (16)\n                                          +- * HashAggregate (15)\n                                             +- * Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (14)\n+- == Initial Plan ==\n   CollectLimit (45)\n   +- Project (44)\n      +- SortMergeJoin LeftOuter (43)\n         :- LocalLimit (36)\n         :  +- SortMergeJoin LeftAnti (35)\n         :     :- Sort (31)\n         :     :  +- Exchange (30)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (34)\n         :        +- HashAggregate (33)\n         :           +- Exchange (32)\n         :              +- HashAggregate (5)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         +- Sort (42)\n            +- HashAggregate (41)\n               +- Exchange (40)\n                  +- HashAggregate (39)\n                     +- HashAggregate (38)\n                        +- Exchange (37)\n                           +- HashAggregate (15)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (14)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]\n\n(3) ShuffleQueryStage\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(5) HashAggregate [codegen id : 2]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(6) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=439]\n\n(7) ShuffleQueryStage\nOutput [1]: [user_id#32]\nArguments: 1\n\n(8) AQEShuffleRead\nInput [1]: [user_id#32]\nArguments: coalesced\n\n(9) HashAggregate [codegen id : 4]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(10) BroadcastExchange\nInput [1]: [user_id#32]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=547]\n\n(11) BroadcastQueryStage\nOutput [1]: [user_id#32]\nArguments: 3\n\n(12) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(13) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(14) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(15) HashAggregate [codegen id : 3]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(16) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=460]\n\n(17) ShuffleQueryStage\nOutput [2]: [user_id#26, course_id#27]\nArguments: 2\n\n(18) AQEShuffleRead\nInput [2]: [user_id#26, course_id#27]\nArguments: coalesced\n\n(19) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(20) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(21) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=595]\n\n(22) ShuffleQueryStage\nOutput [2]: [user_id#26, count#283L]\nArguments: 4\n\n(23) AQEShuffleRead\nInput [2]: [user_id#26, count#283L]\nArguments: coalesced\n\n(24) HashAggregate [codegen id : 6]\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(25) BroadcastExchange\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=666]\n\n(26) BroadcastQueryStage\nOutput [2]: [user_id#26, registered_courses_count#127L]\nArguments: 5\n\n(27) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(28) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(29) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(30) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(31) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(32) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(33) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(34) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(35) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(36) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(37) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(38) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(39) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(40) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(41) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(42) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(43) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(44) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(45) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(46) AdaptiveSparkPlan\nOutput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#26], LeftOuter, BuildRight, false","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 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records written","accumulatorId":909,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":903,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":910,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":904,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":901,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":898,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":907,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":900,"metricType":"sum"},{"name":"records read","accumulatorId":897,"metricType":"sum"},{"name":"local bytes read","accumulatorId":895,"metricType":"size"},{"name":"fetch wait time","accumulatorId":896,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":893,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":899,"metricType":"sum"},{"name":"local blocks 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rows","accumulatorId":789,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":785,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":786,"metricType":"timing"},{"name":"peak memory","accumulatorId":784,"metricType":"size"},{"name":"number of output rows","accumulatorId":783,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":788,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":787,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":943,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":941,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":935,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":942,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":936,"metricType":"size"},{"name":"local merged blocks 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tasks","accumulatorId":1152,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1151,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":1146,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"time to broadcast","accumulatorId":1145,"metricType":"timing"},{"name":"time to build","accumulatorId":1144,"metricType":"timing"},{"name":"time to collect","accumulatorId":1143,"metricType":"timing"},{"name":"number of output rows","accumulatorId":1142,"metricType":"sum"},{"name":"data size","accumulatorId":1141,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1215,"metricType":"sum"}]}],"metadata":{},"metrics":[]},{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 5","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=666]","children":[{"nodeName":"WholeStageCodegen (6)","simpleString":"WholeStageCodegen (6)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26], functions=[count(distinct course_id#27)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"AQEShuffleRead","simpleString":"AQEShuffleRead coalesced","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 4","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=595]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26], functions=[partial_count(distinct course_id#27)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26, course_id#27], 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{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":21,"Stage Attempt ID":0,"Stage Name":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Number of Tasks":1,"RDD Info":[{"RDD ID":38,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"85\",\"name\":\"BroadcastExchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[37],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":37,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"86\",\"name\":\"WholeStageCodegen (6)\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[36],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of 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{"Event":"SparkListenerJobEnd","Job ID":11,"Completion Time":1782221918394,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":1,"accumUpdates":[[1325,3],[1324,2],[1323,81],[1322,20],[1321,2098160]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":1,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (47)\n+- == Final Plan ==\n   CollectLimit (30)\n   +- * Project (29)\n      +- * BroadcastHashJoin LeftOuter BuildRight (28)\n         :- * LocalLimit (14)\n         :  +- * BroadcastHashJoin LeftAnti BuildRight (13)\n         :     :- AQEShuffleRead (4)\n         :     :  +- ShuffleQueryStage (3), Statistics(sizeInBytes=1760.0 B, rowCount=20)\n         :     :     +- Exchange (2)\n         :     :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- BroadcastQueryStage (12), Statistics(sizeInBytes=2.0 MiB, rowCount=11)\n         :        +- BroadcastExchange (11)\n         :           +- * HashAggregate (10)\n         :              +- AQEShuffleRead (9)\n         :                 +- ShuffleQueryStage (8), Statistics(sizeInBytes=352.0 B, rowCount=11)\n         :                    +- Exchange (7)\n         :                       +- * HashAggregate (6)\n         :                          +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         +- BroadcastQueryStage (27), Statistics(sizeInBytes=2.0 MiB, rowCount=20)\n            +- BroadcastExchange (26)\n               +- * HashAggregate (25)\n                  +- AQEShuffleRead (24)\n                     +- ShuffleQueryStage (23), Statistics(sizeInBytes=800.0 B, rowCount=20)\n                        +- Exchange (22)\n                           +- * HashAggregate (21)\n                              +- * HashAggregate (20)\n                                 +- AQEShuffleRead (19)\n                                    +- ShuffleQueryStage (18), Statistics(sizeInBytes=2.5 KiB, rowCount=45)\n                                       +- Exchange (17)\n                                          +- * HashAggregate (16)\n                                             +- * Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (15)\n+- == Initial Plan ==\n   CollectLimit (46)\n   +- Project (45)\n      +- SortMergeJoin LeftOuter (44)\n         :- LocalLimit (37)\n         :  +- SortMergeJoin LeftAnti (36)\n         :     :- Sort (32)\n         :     :  +- Exchange (31)\n         :     :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :     +- Sort (35)\n         :        +- HashAggregate (34)\n         :           +- Exchange (33)\n         :              +- HashAggregate (6)\n         :                 +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         +- Sort (43)\n            +- HashAggregate (42)\n               +- Exchange (41)\n                  +- HashAggregate (40)\n                     +- HashAggregate (39)\n                        +- Exchange (38)\n                           +- HashAggregate (16)\n                              +- Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  (15)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>\n\n(2) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]\n\n(3) ShuffleQueryStage\nOutput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: local\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [1]: [user_id#32]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(7) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=439]\n\n(8) ShuffleQueryStage\nOutput [1]: [user_id#32]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [1]: [user_id#32]\nArguments: coalesced\n\n(10) HashAggregate [codegen id : 4]\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(11) BroadcastExchange\nInput [1]: [user_id#32]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=547]\n\n(12) BroadcastQueryStage\nOutput [1]: [user_id#32]\nArguments: 3\n\n(13) BroadcastHashJoin [codegen id : 7]\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(14) LocalLimit [codegen id : 7]\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(15) Scan JDBCRelation(core_fact_enrollments) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [user_id#26, course_id#27]\nPushedFilters: [*IsNotNull(user_id)]\nReadSchema: struct<user_id:decimal(20,0),course_id:decimal(20,0)>\n\n(16) HashAggregate [codegen id : 3]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(17) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=460]\n\n(18) ShuffleQueryStage\nOutput [2]: [user_id#26, course_id#27]\nArguments: 2\n\n(19) AQEShuffleRead\nInput [2]: [user_id#26, course_id#27]\nArguments: coalesced\n\n(20) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(21) HashAggregate [codegen id : 5]\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(22) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=595]\n\n(23) ShuffleQueryStage\nOutput [2]: [user_id#26, count#283L]\nArguments: 4\n\n(24) AQEShuffleRead\nInput [2]: [user_id#26, count#283L]\nArguments: coalesced\n\n(25) HashAggregate [codegen id : 6]\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(26) BroadcastExchange\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=666]\n\n(27) BroadcastQueryStage\nOutput [2]: [user_id#26, registered_courses_count#127L]\nArguments: 5\n\n(28) BroadcastHashJoin [codegen id : 7]\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(29) Project [codegen id : 7]\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(30) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(31) Exchange\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=406]\n\n(32) Sort\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(33) Exchange\nInput [1]: [user_id#32]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=402]\n\n(34) HashAggregate\nInput [1]: [user_id#32]\nKeys [1]: [user_id#32]\nFunctions: []\nAggregate Attributes: []\nResults [1]: [user_id#32]\n\n(35) Sort\nInput [1]: [user_id#32]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(36) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: LeftAnti\nJoin condition: None\n\n(37) LocalLimit\nInput [5]: [user_id#0, name#1, age#2, email#3, registration_date#4]\nArguments: 21\n\n(38) Exchange\nInput [2]: [user_id#26, course_id#27]\nArguments: hashpartitioning(user_id#26, course_id#27, 200), ENSURE_REQUIREMENTS, [plan_id=411]\n\n(39) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [2]: [user_id#26, course_id#27]\nFunctions: []\nAggregate Attributes: []\nResults [2]: [user_id#26, course_id#27]\n\n(40) HashAggregate\nInput [2]: [user_id#26, course_id#27]\nKeys [1]: [user_id#26]\nFunctions [1]: [partial_count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count#283L]\n\n(41) Exchange\nInput [2]: [user_id#26, count#283L]\nArguments: hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=415]\n\n(42) HashAggregate\nInput [2]: [user_id#26, count#283L]\nKeys [1]: [user_id#26]\nFunctions [1]: [count(distinct course_id#27)]\nAggregate Attributes [1]: [count(course_id#27)#128L]\nResults [2]: [user_id#26, count(course_id#27)#128L AS registered_courses_count#127L]\n\n(43) Sort\nInput [2]: [user_id#26, registered_courses_count#127L]\nArguments: [user_id#26 ASC NULLS FIRST], false, 0\n\n(44) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#26]\nJoin type: LeftOuter\nJoin condition: None\n\n(45) Project\nOutput [6]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]\nInput [7]: [user_id#0, name#1, age#2, email#3, registration_date#4, user_id#26, registered_courses_count#127L]\n\n(46) CollectLimit\nInput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: 21\n\n(47) AdaptiveSparkPlan\nOutput [6]: [toprettystring(user_id)#269, toprettystring(name)#270, toprettystring(email)#271, toprettystring(age)#272, toprettystring(registered_courses_count)#273, toprettystring(registration_date)#274]\nArguments: isFinalPlan=true\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=true","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"WholeStageCodegen (7)","simpleString":"WholeStageCodegen (7)","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#269, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(name)#270, toprettystring(email#3, Some(Europe/Samara)) AS toprettystring(email)#271, toprettystring(age#2, Some(Europe/Samara)) AS toprettystring(age)#272, toprettystring(coalesce(registered_courses_count#127L, 0), Some(Europe/Samara)) AS toprettystring(registered_courses_count)#273, toprettystring(registration_date#4, Some(Europe/Samara)) AS toprettystring(registration_date)#274]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#26], LeftOuter, BuildRight, false","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#32], LeftAnti, BuildRight, false","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"AQEShuffleRead","simpleString":"AQEShuffleRead local","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=427]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"Scan JDBCRelation(core_dim_user) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_user) [numPartitions=1] [user_id#0,name#1,age#2,email#3,registration_date#4] PushedFilters: [], ReadSchema: struct<user_id:decimal(20,0),name:string,age:int,email:string,registration_date:date>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":751,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":911,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":909,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":903,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":910,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":904,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":901,"metricType":"sum"},{"name":"corrupt merged block 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duration","accumulatorId":906,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":894,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":908,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of partitions","accumulatorId":1394,"metricType":"sum"}]}],"metadata":{},"metrics":[]},{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 3","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=547]","children":[{"nodeName":"WholeStageCodegen (4)","simpleString":"WholeStageCodegen (4)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32], 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key","accumulatorId":1151,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":1146,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"time to broadcast","accumulatorId":1145,"metricType":"timing"},{"name":"time to build","accumulatorId":1144,"metricType":"timing"},{"name":"time to collect","accumulatorId":1143,"metricType":"timing"},{"name":"number of output rows","accumulatorId":1142,"metricType":"sum"},{"name":"data size","accumulatorId":1141,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1393,"metricType":"sum"}]}],"metadata":{},"metrics":[]},{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 5","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=666]","children":[{"nodeName":"WholeStageCodegen (6)","simpleString":"WholeStageCodegen (6)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26], functions=[count(distinct course_id#27)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"AQEShuffleRead","simpleString":"AQEShuffleRead coalesced","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 4","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#26, 200), ENSURE_REQUIREMENTS, [plan_id=595]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26], functions=[partial_count(distinct course_id#27)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#26, course_id#27], 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{"Event":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":23,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":41,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"112\",\"name\":\"mapPartitionsInternal\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[40],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":40,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"99\",\"name\":\"WholeStageCodegen (7)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[39],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached 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{"Event":"SparkListenerJobEnd","Job ID":12,"Completion Time":1782221918567,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionEnd","executionId":1,"time":1782221918576,"errorMessage":""}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionStart","executionId":2,"rootExecutionId":2,"description":"showString at NativeMethodAccessorImpl.java:0","details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (31)\n+- CollectLimit (30)\n   +- Project (29)\n      +- SortMergeJoin LeftOuter (28)\n         :- LocalLimit (22)\n         :  +- Project (21)\n         :     +- SortMergeJoin Inner (20)\n         :        :- Sort (16)\n         :        :  +- Exchange (15)\n         :        :     +- Project (14)\n         :        :        +- SortMergeJoin Inner (13)\n         :        :           :- Sort (3)\n         :        :           :  +- Exchange (2)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (12)\n         :        :              +- Exchange (11)\n         :        :                 +- HashAggregate (10)\n         :        :                    +- Exchange (9)\n         :        :                       +- HashAggregate (8)\n         :        :                          +- HashAggregate (7)\n         :        :                             +- Exchange (6)\n         :        :                                +- HashAggregate (5)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         :        +- Sort (19)\n         :           +- Exchange (18)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (17)\n         +- Sort (27)\n            +- HashAggregate (26)\n               +- Exchange (25)\n                  +- HashAggregate (24)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (23)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1] \nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(3) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] \nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(5) HashAggregate\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(6) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(7) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(8) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(9) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(10) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(11) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(12) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(13) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(14) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(15) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(16) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(17) Scan JDBCRelation(core_dim_course) [numPartitions=1] \nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(18) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(19) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(20) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(21) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(22) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(23) Scan JDBCRelation(core_dim_lesson) [numPartitions=1] \nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(24) HashAggregate\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(25) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(26) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(27) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(28) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(29) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(30) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(31) AdaptiveSparkPlan\nOutput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [course_id#34], [course_id#21], LeftOuter","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"Project","simpleString":"Project [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [course_id#34], [course_id#10], Inner","children":[{"nodeName":"Sort","simpleString":"Sort [course_id#34 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]","children":[{"nodeName":"Project","simpleString":"Project [user_id#0, name#1, course_id#34, lessons_viewed#156L]","children":[{"nodeName":"SortMergeJoin","simpleString":"SortMergeJoin [user_id#0], [user_id#32], Inner","children":[{"nodeName":"Sort","simpleString":"Sort [user_id#0 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]","children":[{"nodeName":"Scan JDBCRelation(core_dim_user) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_user) [numPartitions=1] [user_id#0,name#1] PushedFilters: [], ReadSchema: struct<user_id:decimal(20,0),name:string>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1506,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1504,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1498,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1505,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1499,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1496,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1493,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1502,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1495,"metricType":"sum"},{"name":"records read","accumulatorId":1492,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1490,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1491,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1488,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1494,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1487,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1497,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1486,"metricType":"sum"},{"name":"data size","accumulatorId":1484,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1500,"metricType":"size"},{"name":"number of partitions","accumulatorId":1485,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1501,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1489,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1503,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":1481,"metricType":"timing"},{"name":"peak memory","accumulatorId":1482,"metricType":"size"},{"name":"spill size","accumulatorId":1483,"metricType":"size"}]},{"nodeName":"Sort","simpleString":"Sort [user_id#32 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32, course_id#34], functions=[count(distinct lesson_id#33)])","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32, course_id#34], functions=[partial_count(distinct lesson_id#33)])","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32, course_id#34, lesson_id#33], functions=[])","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32, course_id#34, lesson_id#33], functions=[])","children":[{"nodeName":"Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1] [user_id#32,lesson_id#33,course_id#34] PushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)], ReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1600,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1596,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1597,"metricType":"timing"},{"name":"peak memory","accumulatorId":1595,"metricType":"size"},{"name":"number of output rows","accumulatorId":1594,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1599,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1598,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1592,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1586,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1593,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1587,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1584,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1581,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1590,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1583,"metricType":"sum"},{"name":"records read","accumulatorId":1580,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1578,"metricType":"size"},{"name":"fetch wait 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build","accumulatorId":1569,"metricType":"timing"},{"name":"peak memory","accumulatorId":1567,"metricType":"size"},{"name":"number of output rows","accumulatorId":1566,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1571,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1570,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1562,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1563,"metricType":"timing"},{"name":"peak memory","accumulatorId":1561,"metricType":"size"},{"name":"number of output rows","accumulatorId":1560,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1565,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1564,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1558,"metricType":"sum"},{"name":"local merged chunks 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fetched","accumulatorId":1551,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1540,"metricType":"sum"},{"name":"data size","accumulatorId":1538,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1554,"metricType":"size"},{"name":"number of partitions","accumulatorId":1539,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1555,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1543,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1557,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1534,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1535,"metricType":"timing"},{"name":"peak memory","accumulatorId":1533,"metricType":"size"},{"name":"number of output rows","accumulatorId":1532,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1537,"metricType":"sum"},{"name":"avg hash probes per 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fallback count","accumulatorId":1520,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1513,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1523,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1512,"metricType":"sum"},{"name":"data size","accumulatorId":1510,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1526,"metricType":"size"},{"name":"number of partitions","accumulatorId":1511,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1527,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1515,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1529,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":1507,"metricType":"timing"},{"name":"peak memory","accumulatorId":1508,"metricType":"size"},{"name":"spill size","accumulatorId":1509,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output 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memory","accumulatorId":1455,"metricType":"size"},{"name":"spill size","accumulatorId":1456,"metricType":"size"}]},{"nodeName":"Sort","simpleString":"Sort [course_id#10 ASC NULLS FIRST], false, 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]","children":[{"nodeName":"Scan JDBCRelation(core_dim_course) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_course) [numPartitions=1] [course_id#10,title#11] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<course_id:decimal(20,0),title:string>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1626,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1624,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1618,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1625,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1619,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1616,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1613,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1622,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1615,"metricType":"sum"},{"name":"records read","accumulatorId":1612,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1610,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1611,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1608,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1614,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1607,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1617,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1606,"metricType":"sum"},{"name":"data size","accumulatorId":1604,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1620,"metricType":"size"},{"name":"number of partitions","accumulatorId":1605,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1621,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1609,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1623,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":1601,"metricType":"timing"},{"name":"peak memory","accumulatorId":1602,"metricType":"size"},{"name":"spill size","accumulatorId":1603,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1452,"metricType":"sum"},{"name":"spill size","accumulatorId":1453,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]},{"nodeName":"Sort","simpleString":"Sort [course_id#21 ASC NULLS FIRST], false, 0","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[course_id#21], functions=[count(lesson_id#18)])","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[course_id#21], functions=[partial_count(lesson_id#18)])","children":[{"nodeName":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] [lesson_id#18,course_id#21] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1664,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1660,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1661,"metricType":"timing"},{"name":"peak memory","accumulatorId":1659,"metricType":"size"},{"name":"number of output rows","accumulatorId":1658,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1663,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1662,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1656,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1650,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1657,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1651,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1648,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1645,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1654,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1647,"metricType":"sum"},{"name":"records read","accumulatorId":1644,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1642,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1643,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1640,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1646,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1639,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1649,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1638,"metricType":"sum"},{"name":"data size","accumulatorId":1636,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1652,"metricType":"size"},{"name":"number of partitions","accumulatorId":1637,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1653,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1641,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1655,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1632,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1633,"metricType":"timing"},{"name":"peak memory","accumulatorId":1631,"metricType":"size"},{"name":"number of output rows","accumulatorId":1630,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1635,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1634,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"sort time","accumulatorId":1627,"metricType":"timing"},{"name":"peak memory","accumulatorId":1628,"metricType":"size"},{"name":"spill size","accumulatorId":1629,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1450,"metricType":"sum"},{"name":"spill size","accumulatorId":1451,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1448,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1442,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1449,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1443,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1440,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1437,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1446,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1439,"metricType":"sum"},{"name":"records read","accumulatorId":1436,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1434,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1435,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1432,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1438,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1431,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1441,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1430,"metricType":"sum"},{"name":"local merged bytes read","accumulatorId":1444,"metricType":"size"},{"name":"remote reqs duration","accumulatorId":1445,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1433,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1447,"metricType":"size"}]}],"metadata":{},"metrics":[]},"time":1782221918639,"modifiedConfigs":{},"jobTags":[]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (59)\n+- == Current Plan ==\n   CollectLimit (34)\n   +- Project (33)\n      +- SortMergeJoin LeftOuter (32)\n         :- LocalLimit (25)\n         :  +- Project (24)\n         :     +- SortMergeJoin Inner (23)\n         :        :- Sort (18)\n         :        :  +- Exchange (17)\n         :        :     +- Project (16)\n         :        :        +- SortMergeJoin Inner (15)\n         :        :           :- Sort (4)\n         :        :           :  +- ShuffleQueryStage (3)\n         :        :           :     +- Exchange (2)\n         :        :           :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (14)\n         :        :              +- Exchange (13)\n         :        :                 +- HashAggregate (12)\n         :        :                    +- Exchange (11)\n         :        :                       +- HashAggregate (10)\n         :        :                          +- HashAggregate (9)\n         :        :                             +- ShuffleQueryStage (8)\n         :        :                                +- Exchange (7)\n         :        :                                   +- * HashAggregate (6)\n         :        :                                      +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (22)\n         :           +- ShuffleQueryStage (21)\n         :              +- Exchange (20)\n         :                 +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (19)\n         +- Sort (31)\n            +- HashAggregate (30)\n               +- ShuffleQueryStage (29)\n                  +- Exchange (28)\n                     +- * HashAggregate (27)\n                        +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n+- == Initial Plan ==\n   CollectLimit (58)\n   +- Project (57)\n      +- SortMergeJoin LeftOuter (56)\n         :- LocalLimit (52)\n         :  +- Project (51)\n         :     +- SortMergeJoin Inner (50)\n         :        :- Sort (47)\n         :        :  +- Exchange (46)\n         :        :     +- Project (45)\n         :        :        +- SortMergeJoin Inner (44)\n         :        :           :- Sort (36)\n         :        :           :  +- Exchange (35)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (43)\n         :        :              +- Exchange (42)\n         :        :                 +- HashAggregate (41)\n         :        :                    +- Exchange (40)\n         :        :                       +- HashAggregate (39)\n         :        :                          +- HashAggregate (38)\n         :        :                             +- Exchange (37)\n         :        :                                +- HashAggregate (6)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (49)\n         :           +- Exchange (48)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (19)\n         +- Sort (55)\n            +- HashAggregate (54)\n               +- Exchange (53)\n                  +- HashAggregate (27)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(7) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(8) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(9) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(10) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(11) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=858]\n\n(12) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(13) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=860]\n\n(14) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(15) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(16) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(17) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=864]\n\n(18) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(19) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(20) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(21) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(22) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(23) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(24) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(25) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(26) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(27) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(28) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(29) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(30) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(31) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(32) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(33) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(34) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(35) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(36) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(37) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(38) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(39) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(40) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(41) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(42) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(43) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(44) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(45) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(46) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(47) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(48) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(49) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(50) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(51) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(52) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(53) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(54) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(55) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(56) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(57) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, 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{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":2,"accumUpdates":[[1720,200]]}
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{"Event":"SparkListenerTaskStart","Stage ID":26,"Stage Attempt ID":0,"Task Info":{"Task ID":15,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221918722,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":0,"Failed":false,"Killed":false,"Accumulables":[]}}
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{"Event":"SparkListenerJobEnd","Job ID":16,"Completion Time":1782221918837,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"SparkListenerTaskEnd","Stage ID":25,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":14,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1782221918708,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1782221918852,"Failed":false,"Killed":false,"Accumulables":[{"ID":1594,"Name":"number of output rows","Update":"54","Value":"54","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1595,"Name":"peak memory","Update":"262144","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1597,"Name":"time in aggregation build","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1600,"Name":"number of output rows","Update":"57","Value":"57","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1807,"Name":"data size","Update":"4320","Value":"4320","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1826,"Name":"shuffle bytes written","Update":"4311","Value":"4311","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1827,"Name":"shuffle records written","Update":"54","Value":"54","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1828,"Name":"shuffle write time","Update":"4647154","Value":"4647154","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1829,"Name":"duration","Update":"27","Value":"27","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1923,"Name":"internal.metrics.executorDeserializeTime","Update":35,"Value":35,"Internal":true,"Count Failed Values":true},{"ID":1924,"Name":"internal.metrics.executorDeserializeCpuTime","Update":7072270,"Value":7072270,"Internal":true,"Count Failed Values":true},{"ID":1925,"Name":"internal.metrics.executorRunTime","Update":97,"Value":97,"Internal":true,"Count Failed Values":true},{"ID":1926,"Name":"internal.metrics.executorCpuTime","Update":58353323,"Value":58353323,"Internal":true,"Count Failed Values":true},{"ID":1927,"Name":"internal.metrics.resultSize","Update":2485,"Value":2485,"Internal":true,"Count Failed Values":true},{"ID":1928,"Name":"internal.metrics.jvmGCTime","Update":16,"Value":16,"Internal":true,"Count Failed Values":true},{"ID":1932,"Name":"internal.metrics.peakExecutionMemory","Update":262144,"Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1951,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":4311,"Value":4311,"Internal":true,"Count Failed Values":true},{"ID":1952,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":54,"Value":54,"Internal":true,"Count Failed Values":true},{"ID":1953,"Name":"internal.metrics.shuffle.write.writeTime","Update":4647154,"Value":4647154,"Internal":true,"Count Failed Values":true},{"ID":1955,"Name":"internal.metrics.input.recordsRead","Update":57,"Value":57,"Internal":true,"Count Failed Values":true}]},"Task Executor Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":35,"Executor Deserialize CPU Time":7072270,"Executor Run Time":97,"Executor CPU Time":58353323,"Peak Execution Memory":262144,"Result Size":2485,"JVM GC Time":16,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":0,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":0,"Total Records Read":0,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":4311,"Shuffle Write Time":4647154,"Shuffle Records Written":54},"Input Metrics":{"Bytes Read":0,"Records Read":57},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":25,"Stage Attempt ID":0,"Stage Name":"showString at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":49,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"122\",\"name\":\"Exchange\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[48],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":48,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"123\",\"name\":\"WholeStageCodegen (2)\"}","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[43],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":43,"Name":"JDBCRDD","Callsite":"showString at NativeMethodAccessorImpl.java:0","Parent IDs":[],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.Dataset.showString(Dataset.scala:315)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)\njava.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\njava.base/java.lang.reflect.Method.invoke(Method.java:569)\npy4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\npy4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)\npy4j.Gateway.invoke(Gateway.java:282)\npy4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\npy4j.commands.CallCommand.execute(CallCommand.java:79)\npy4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)\npy4j.ClientServerConnection.run(ClientServerConnection.java:106)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221918701,"Completion Time":1782221918854,"Accumulables":[{"ID":1594,"Name":"number of output rows","Value":"54","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1595,"Name":"peak memory","Value":"262144","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1597,"Name":"time in aggregation build","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1600,"Name":"number of output rows","Value":"57","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1807,"Name":"data size","Value":"4320","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1826,"Name":"shuffle bytes written","Value":"4311","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1827,"Name":"shuffle records written","Value":"54","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1828,"Name":"shuffle write time","Value":"4647154","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1829,"Name":"duration","Value":"27","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":1923,"Name":"internal.metrics.executorDeserializeTime","Value":35,"Internal":true,"Count Failed Values":true},{"ID":1924,"Name":"internal.metrics.executorDeserializeCpuTime","Value":7072270,"Internal":true,"Count Failed Values":true},{"ID":1925,"Name":"internal.metrics.executorRunTime","Value":97,"Internal":true,"Count Failed Values":true},{"ID":1926,"Name":"internal.metrics.executorCpuTime","Value":58353323,"Internal":true,"Count Failed Values":true},{"ID":1927,"Name":"internal.metrics.resultSize","Value":2485,"Internal":true,"Count Failed Values":true},{"ID":1928,"Name":"internal.metrics.jvmGCTime","Value":16,"Internal":true,"Count Failed Values":true},{"ID":1932,"Name":"internal.metrics.peakExecutionMemory","Value":262144,"Internal":true,"Count Failed Values":true},{"ID":1951,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":4311,"Internal":true,"Count Failed Values":true},{"ID":1952,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":54,"Internal":true,"Count Failed Values":true},{"ID":1953,"Name":"internal.metrics.shuffle.write.writeTime","Value":4647154,"Internal":true,"Count Failed Values":true},{"ID":1955,"Name":"internal.metrics.input.recordsRead","Value":57,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":14,"Completion Time":1782221918855,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (61)\n+- == Current Plan ==\n   CollectLimit (36)\n   +- Project (35)\n      +- BroadcastHashJoin LeftOuter BuildRight (34)\n         :- LocalLimit (25)\n         :  +- Project (24)\n         :     +- SortMergeJoin Inner (23)\n         :        :- Sort (18)\n         :        :  +- Exchange (17)\n         :        :     +- Project (16)\n         :        :        +- SortMergeJoin Inner (15)\n         :        :           :- Sort (4)\n         :        :           :  +- ShuffleQueryStage (3), Statistics(sizeInBytes=960.0 B, rowCount=20)\n         :        :           :     +- Exchange (2)\n         :        :           :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (14)\n         :        :              +- Exchange (13)\n         :        :                 +- HashAggregate (12)\n         :        :                    +- Exchange (11)\n         :        :                       +- HashAggregate (10)\n         :        :                          +- HashAggregate (9)\n         :        :                             +- ShuffleQueryStage (8)\n         :        :                                +- Exchange (7)\n         :        :                                   +- * HashAggregate (6)\n         :        :                                      +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (22)\n         :           +- ShuffleQueryStage (21), Statistics(sizeInBytes=384.0 B, rowCount=5)\n         :              +- Exchange (20)\n         :                 +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (19)\n         +- BroadcastQueryStage (33)\n            +- BroadcastExchange (32)\n               +- * HashAggregate (31)\n                  +- AQEShuffleRead (30)\n                     +- ShuffleQueryStage (29), Statistics(sizeInBytes=200.0 B, rowCount=5)\n                        +- Exchange (28)\n                           +- * HashAggregate (27)\n                              +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n+- == Initial Plan ==\n   CollectLimit (60)\n   +- Project (59)\n      +- SortMergeJoin LeftOuter (58)\n         :- LocalLimit (54)\n         :  +- Project (53)\n         :     +- SortMergeJoin Inner (52)\n         :        :- Sort (49)\n         :        :  +- Exchange (48)\n         :        :     +- Project (47)\n         :        :        +- SortMergeJoin Inner (46)\n         :        :           :- Sort (38)\n         :        :           :  +- Exchange (37)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (45)\n         :        :              +- Exchange (44)\n         :        :                 +- HashAggregate (43)\n         :        :                    +- Exchange (42)\n         :        :                       +- HashAggregate (41)\n         :        :                          +- HashAggregate (40)\n         :        :                             +- Exchange (39)\n         :        :                                +- HashAggregate (6)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (51)\n         :           +- Exchange (50)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (19)\n         +- Sort (57)\n            +- HashAggregate (56)\n               +- Exchange (55)\n                  +- HashAggregate (27)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(7) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(8) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(9) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(10) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(11) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=858]\n\n(12) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(13) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=1046]\n\n(14) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(15) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(16) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(17) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=1053]\n\n(18) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(19) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(20) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(21) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(22) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(23) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(24) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(25) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(26) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(27) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(28) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(29) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(30) AQEShuffleRead\nInput [2]: [course_id#21, count#323L]\nArguments: coalesced\n\n(31) HashAggregate [codegen id : 5]\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(32) BroadcastExchange\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]\n\n(33) BroadcastQueryStage\nOutput [2]: [course_id#21, lessons_in_course#149L]\nArguments: 4\n\n(34) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(35) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(36) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(37) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(38) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(39) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(40) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(41) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(42) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(43) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(44) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(45) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(46) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(47) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(48) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(49) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(50) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(51) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(52) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(53) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(54) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(55) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(56) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(57) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(58) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(59) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(60) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(61) AdaptiveSparkPlan\nOutput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, 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size","accumulatorId":2050,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]},{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 4","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[course_id#21], functions=[count(lesson_id#18)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"AQEShuffleRead","simpleString":"AQEShuffleRead coalesced","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 3","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]","children":[{"nodeName":"WholeStageCodegen (4)","simpleString":"WholeStageCodegen (4)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[course_id#21], functions=[partial_count(lesson_id#18)])","children":[{"nodeName":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_lesson) [numPartitions=1] [lesson_id#18,course_id#21] PushedFilters: [*IsNotNull(course_id)], ReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1664,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":1660,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":1661,"metricType":"timing"},{"name":"peak memory","accumulatorId":1659,"metricType":"size"},{"name":"number of output rows","accumulatorId":1658,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":1663,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":1662,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":1887,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1885,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1879,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1886,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1880,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1877,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1874,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1883,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1876,"metricType":"sum"},{"name":"records read","accumulatorId":1873,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1871,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1872,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1869,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1875,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1868,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1878,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1867,"metricType":"sum"},{"name":"data size","accumulatorId":1865,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1881,"metricType":"size"},{"name":"number of partitions","accumulatorId":1866,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1882,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1870,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1884,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of partitions","accumulatorId":2121,"metricType":"sum"},{"name":"partition data size","accumulatorId":2122,"metricType":"size"},{"name":"number of coalesced partitions","accumulatorId":2123,"metricType":"sum"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":2117,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":2118,"metricType":"timing"},{"name":"peak memory","accumulatorId":2116,"metricType":"size"},{"name":"number of output rows","accumulatorId":2115,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":2120,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":2119,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":2114,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"time to broadcast","accumulatorId":2113,"metricType":"timing"},{"name":"time to build","accumulatorId":2112,"metricType":"timing"},{"name":"time to collect","accumulatorId":2111,"metricType":"timing"},{"name":"number of output rows","accumulatorId":2110,"metricType":"sum"},{"name":"data size","accumulatorId":2109,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":2048,"metricType":"sum"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":2046,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":2040,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":2047,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":2041,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":2038,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":2035,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":2044,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":2037,"metricType":"sum"},{"name":"records read","accumulatorId":2034,"metricType":"sum"},{"name":"local bytes read","accumulatorId":2032,"metricType":"size"},{"name":"fetch wait time","accumulatorId":2033,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":2030,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":2036,"metricType":"sum"},{"name":"local blocks read","accumulatorId":2029,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":2039,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":2028,"metricType":"sum"},{"name":"local merged bytes read","accumulatorId":2042,"metricType":"size"},{"name":"remote reqs duration","accumulatorId":2043,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":2031,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":2045,"metricType":"size"}]}],"metadata":{},"metrics":[]}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":2,"accumUpdates":[[2121,1],[2123,1],[2122,392]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (59)\n+- == Current Plan ==\n   CollectLimit (34)\n   +- Project (33)\n      +- BroadcastHashJoin LeftOuter BuildRight (32)\n         :- LocalLimit (23)\n         :  +- Project (22)\n         :     +- BroadcastHashJoin Inner BuildLeft (21)\n         :        :- BroadcastExchange (17)\n         :        :  +- Project (16)\n         :        :     +- BroadcastHashJoin Inner BuildRight (15)\n         :        :        :- ShuffleQueryStage (3), Statistics(sizeInBytes=960.0 B, rowCount=20)\n         :        :        :  +- Exchange (2)\n         :        :        :     +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :        +- BroadcastExchange (14)\n         :        :           +- HashAggregate (13)\n         :        :              +- ShuffleQueryStage (12)\n         :        :                 +- Exchange (11)\n         :        :                    +- * HashAggregate (10)\n         :        :                       +- * HashAggregate (9)\n         :        :                          +- AQEShuffleRead (8)\n         :        :                             +- ShuffleQueryStage (7), Statistics(sizeInBytes=4.2 KiB, rowCount=54)\n         :        :                                +- Exchange (6)\n         :        :                                   +- * HashAggregate (5)\n         :        :                                      +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         :        +- ShuffleQueryStage (20), Statistics(sizeInBytes=384.0 B, rowCount=5)\n         :           +- Exchange (19)\n         :              +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (18)\n         +- BroadcastQueryStage (31)\n            +- BroadcastExchange (30)\n               +- * HashAggregate (29)\n                  +- AQEShuffleRead (28)\n                     +- ShuffleQueryStage (27), Statistics(sizeInBytes=200.0 B, rowCount=5)\n                        +- Exchange (26)\n                           +- * HashAggregate (25)\n                              +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (24)\n+- == Initial Plan ==\n   CollectLimit (58)\n   +- Project (57)\n      +- SortMergeJoin LeftOuter (56)\n         :- LocalLimit (52)\n         :  +- Project (51)\n         :     +- SortMergeJoin Inner (50)\n         :        :- Sort (47)\n         :        :  +- Exchange (46)\n         :        :     +- Project (45)\n         :        :        +- SortMergeJoin Inner (44)\n         :        :           :- Sort (36)\n         :        :           :  +- Exchange (35)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (43)\n         :        :              +- Exchange (42)\n         :        :                 +- HashAggregate (41)\n         :        :                    +- Exchange (40)\n         :        :                       +- HashAggregate (39)\n         :        :                          +- HashAggregate (38)\n         :        :                             +- Exchange (37)\n         :        :                                +- HashAggregate (5)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         :        +- Sort (49)\n         :           +- Exchange (48)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (18)\n         +- Sort (55)\n            +- HashAggregate (54)\n               +- Exchange (53)\n                  +- HashAggregate (25)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (24)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(5) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(6) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(7) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(8) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: coalesced\n\n(9) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(10) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(11) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=1151]\n\n(12) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, count#320L]\nArguments: 5\n\n(13) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(14) BroadcastExchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1163]\n\n(15) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(16) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(17) BroadcastExchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1166]\n\n(18) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(19) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(20) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(21) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(22) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(23) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(24) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(25) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(26) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(27) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(28) AQEShuffleRead\nInput [2]: [course_id#21, count#323L]\nArguments: coalesced\n\n(29) HashAggregate [codegen id : 5]\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(30) BroadcastExchange\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]\n\n(31) BroadcastQueryStage\nOutput [2]: [course_id#21, lessons_in_course#149L]\nArguments: 4\n\n(32) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(33) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(34) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(35) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(36) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(37) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(38) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(39) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(40) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(41) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(42) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(43) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(44) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(45) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(46) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(47) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(48) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(49) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(50) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(51) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(52) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(53) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(54) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(55) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(56) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(57) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(58) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, 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{"Event":"SparkListenerJobEnd","Job ID":18,"Completion Time":1782221919020,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (61)\n+- == Current Plan ==\n   CollectLimit (36)\n   +- Project (35)\n      +- BroadcastHashJoin LeftOuter BuildRight (34)\n         :- LocalLimit (25)\n         :  +- Project (24)\n         :     +- BroadcastHashJoin Inner BuildLeft (23)\n         :        :- BroadcastExchange (19)\n         :        :  +- Project (18)\n         :        :     +- BroadcastHashJoin Inner BuildRight (17)\n         :        :        :- ShuffleQueryStage (3), Statistics(sizeInBytes=960.0 B, rowCount=20)\n         :        :        :  +- Exchange (2)\n         :        :        :     +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :        +- BroadcastQueryStage (16)\n         :        :           +- BroadcastExchange (15)\n         :        :              +- * HashAggregate (14)\n         :        :                 +- AQEShuffleRead (13)\n         :        :                    +- ShuffleQueryStage (12), Statistics(sizeInBytes=1536.0 B, rowCount=24)\n         :        :                       +- Exchange (11)\n         :        :                          +- * HashAggregate (10)\n         :        :                             +- * HashAggregate (9)\n         :        :                                +- AQEShuffleRead (8)\n         :        :                                   +- ShuffleQueryStage (7), Statistics(sizeInBytes=4.2 KiB, rowCount=54)\n         :        :                                      +- Exchange (6)\n         :        :                                         +- * HashAggregate (5)\n         :        :                                            +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         :        +- ShuffleQueryStage (22), Statistics(sizeInBytes=384.0 B, rowCount=5)\n         :           +- Exchange (21)\n         :              +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (20)\n         +- BroadcastQueryStage (33), Statistics(sizeInBytes=2.0 MiB, rowCount=5)\n            +- BroadcastExchange (32)\n               +- * HashAggregate (31)\n                  +- AQEShuffleRead (30)\n                     +- ShuffleQueryStage (29), Statistics(sizeInBytes=200.0 B, rowCount=5)\n                        +- Exchange (28)\n                           +- * HashAggregate (27)\n                              +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n+- == Initial Plan ==\n   CollectLimit (60)\n   +- Project (59)\n      +- SortMergeJoin LeftOuter (58)\n         :- LocalLimit (54)\n         :  +- Project (53)\n         :     +- SortMergeJoin Inner (52)\n         :        :- Sort (49)\n         :        :  +- Exchange (48)\n         :        :     +- Project (47)\n         :        :        +- SortMergeJoin Inner (46)\n         :        :           :- Sort (38)\n         :        :           :  +- Exchange (37)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (45)\n         :        :              +- Exchange (44)\n         :        :                 +- HashAggregate (43)\n         :        :                    +- Exchange (42)\n         :        :                       +- HashAggregate (41)\n         :        :                          +- HashAggregate (40)\n         :        :                             +- Exchange (39)\n         :        :                                +- HashAggregate (5)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (4)\n         :        +- Sort (51)\n         :           +- Exchange (50)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (20)\n         +- Sort (57)\n            +- HashAggregate (56)\n               +- Exchange (55)\n                  +- HashAggregate (27)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (26)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(5) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(6) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(7) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(8) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: coalesced\n\n(9) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(10) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(11) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=1151]\n\n(12) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, count#320L]\nArguments: 5\n\n(13) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: coalesced\n\n(14) HashAggregate [codegen id : 7]\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(15) BroadcastExchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1269]\n\n(16) BroadcastQueryStage\nOutput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: 6\n\n(17) BroadcastHashJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(18) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(19) BroadcastExchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1279]\n\n(20) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(21) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(22) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(23) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(24) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(25) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(26) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(27) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(28) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(29) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(30) AQEShuffleRead\nInput [2]: [course_id#21, count#323L]\nArguments: coalesced\n\n(31) HashAggregate [codegen id : 5]\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(32) BroadcastExchange\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]\n\n(33) BroadcastQueryStage\nOutput [2]: [course_id#21, lessons_in_course#149L]\nArguments: 4\n\n(34) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(35) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(36) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(37) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(38) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(39) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(40) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(41) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(42) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(43) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(44) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(45) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(46) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(47) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(48) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(49) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(50) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(51) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(52) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(53) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(54) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(55) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(56) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(57) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(58) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(59) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(60) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(61) AdaptiveSparkPlan\nOutput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [course_id#34], [course_id#21], LeftOuter, BuildRight, false","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"Project","simpleString":"Project [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [course_id#34], [course_id#10], Inner, BuildLeft, false","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1279]","children":[{"nodeName":"Project","simpleString":"Project [user_id#0, name#1, course_id#34, lessons_viewed#156L]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#32], Inner, BuildRight, false","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"Scan JDBCRelation(core_dim_user) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_user) [numPartitions=1] [user_id#0,name#1] PushedFilters: [], ReadSchema: struct<user_id:decimal(20,0),name:string>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1506,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":1741,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1739,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1733,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1740,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1734,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1731,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1728,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1737,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1730,"metricType":"sum"},{"name":"records read","accumulatorId":1727,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1725,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1726,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1723,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1729,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1722,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1732,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":1721,"metricType":"sum"},{"name":"data size","accumulatorId":1719,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":1735,"metricType":"size"},{"name":"number of partitions","accumulatorId":1720,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":1736,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":1724,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":1738,"metricType":"size"}]}],"metadata":{},"metrics":[]},{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 6","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1269]","children":[{"nodeName":"WholeStageCodegen (7)","simpleString":"WholeStageCodegen (7)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#32, course_id#34], functions=[count(distinct 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Metrics":{"JVMHeapMemory":0,"JVMOffHeapMemory":0,"OnHeapExecutionMemory":0,"OffHeapExecutionMemory":0,"OnHeapStorageMemory":0,"OffHeapStorageMemory":0,"OnHeapUnifiedMemory":0,"OffHeapUnifiedMemory":0,"DirectPoolMemory":0,"MappedPoolMemory":0,"ProcessTreeJVMVMemory":0,"ProcessTreeJVMRSSMemory":0,"ProcessTreePythonVMemory":0,"ProcessTreePythonRSSMemory":0,"ProcessTreeOtherVMemory":0,"ProcessTreeOtherRSSMemory":0,"MinorGCCount":0,"MinorGCTime":0,"MajorGCCount":0,"MajorGCTime":0,"TotalGCTime":0},"Task Metrics":{"Executor Deserialize Time":45,"Executor Deserialize CPU Time":9075800,"Executor Run Time":34,"Executor CPU Time":21125542,"Peak Execution Memory":4456432,"Result Size":7206,"JVM GC Time":0,"Result Serialization Time":0,"Memory Bytes Spilled":0,"Disk Bytes Spilled":0,"Shuffle Read Metrics":{"Remote Blocks Fetched":0,"Local Blocks Fetched":1,"Fetch Wait Time":0,"Remote Bytes Read":0,"Remote Bytes Read To Disk":0,"Local Bytes Read":1884,"Total Records Read":24,"Remote Requests Duration":0,"Push Based Shuffle":{"Corrupt Merged Block Chunks":0,"Merged Fetch Fallback Count":0,"Merged Remote Blocks Fetched":0,"Merged Local Blocks Fetched":0,"Merged Remote Chunks Fetched":0,"Merged Local Chunks Fetched":0,"Merged Remote Bytes Read":0,"Merged Local Bytes Read":0,"Merged Remote Requests Duration":0}},"Shuffle Write Metrics":{"Shuffle Bytes Written":0,"Shuffle Write Time":0,"Shuffle Records Written":0},"Input Metrics":{"Bytes Read":0,"Records Read":0},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":34,"Stage Attempt ID":0,"Stage Name":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Number of Tasks":1,"RDD Info":[{"RDD ID":62,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"150\",\"name\":\"BroadcastExchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[61],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":61,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"151\",\"name\":\"WholeStageCodegen (7)\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[60],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":60,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"154\",\"name\":\"AQEShuffleRead\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[59],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[33],"Details":"org.apache.spark.sql.execution.SQLExecution$.$anonfun$withThreadLocalCaptured$1(SQLExecution.scala:219)\njava.base/java.util.concurrent.FutureTask.run(FutureTask.java:264)\njava.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)\njava.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)\njava.base/java.lang.Thread.run(Thread.java:840)","Submission Time":1782221919071,"Completion Time":1782221919167,"Accumulables":[{"ID":2166,"Name":"local blocks read","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2169,"Name":"local bytes read","Value":"1884","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2170,"Name":"fetch wait time","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2171,"Name":"records read","Value":"24","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2304,"Name":"duration","Value":"6","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2305,"Name":"number of output rows","Value":"24","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2306,"Name":"peak memory","Value":"4456432","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2308,"Name":"time in aggregation build","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2309,"Name":"avg hash probes per key","Value":"10","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":2314,"Name":"internal.metrics.executorDeserializeTime","Value":45,"Internal":true,"Count Failed Values":true},{"ID":2315,"Name":"internal.metrics.executorDeserializeCpuTime","Value":9075800,"Internal":true,"Count Failed Values":true},{"ID":2316,"Name":"internal.metrics.executorRunTime","Value":34,"Internal":true,"Count Failed Values":true},{"ID":2317,"Name":"internal.metrics.executorCpuTime","Value":21125542,"Internal":true,"Count Failed Values":true},{"ID":2318,"Name":"internal.metrics.resultSize","Value":7206,"Internal":true,"Count Failed Values":true},{"ID":2323,"Name":"internal.metrics.peakExecutionMemory","Value":4456432,"Internal":true,"Count Failed Values":true},{"ID":2325,"Name":"internal.metrics.shuffle.read.remoteBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2326,"Name":"internal.metrics.shuffle.read.localBlocksFetched","Value":1,"Internal":true,"Count Failed Values":true},{"ID":2327,"Name":"internal.metrics.shuffle.read.remoteBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2328,"Name":"internal.metrics.shuffle.read.remoteBytesReadToDisk","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2329,"Name":"internal.metrics.shuffle.read.localBytesRead","Value":1884,"Internal":true,"Count Failed Values":true},{"ID":2330,"Name":"internal.metrics.shuffle.read.fetchWaitTime","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2331,"Name":"internal.metrics.shuffle.read.recordsRead","Value":24,"Internal":true,"Count Failed Values":true},{"ID":2332,"Name":"internal.metrics.shuffle.push.read.corruptMergedBlockChunks","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2333,"Name":"internal.metrics.shuffle.push.read.mergedFetchFallbackCount","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2334,"Name":"internal.metrics.shuffle.push.read.remoteMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2335,"Name":"internal.metrics.shuffle.push.read.localMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2336,"Name":"internal.metrics.shuffle.push.read.remoteMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2337,"Name":"internal.metrics.shuffle.push.read.localMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2338,"Name":"internal.metrics.shuffle.push.read.remoteMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2339,"Name":"internal.metrics.shuffle.push.read.localMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2340,"Name":"internal.metrics.shuffle.read.remoteReqsDuration","Value":0,"Internal":true,"Count Failed Values":true},{"ID":2341,"Name":"internal.metrics.shuffle.push.read.remoteMergedReqsDuration","Value":0,"Internal":true,"Count Failed Values":true}],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}}
{"Event":"SparkListenerJobEnd","Job ID":19,"Completion Time":1782221919168,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":2,"accumUpdates":[[2303,2],[2302,2],[2301,131],[2300,24],[2299,2098160]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (63)\n+- == Current Plan ==\n   CollectLimit (38)\n   +- Project (37)\n      +- BroadcastHashJoin LeftOuter BuildRight (36)\n         :- LocalLimit (27)\n         :  +- Project (26)\n         :     +- BroadcastHashJoin Inner BuildLeft (25)\n         :        :- BroadcastQueryStage (21)\n         :        :  +- BroadcastExchange (20)\n         :        :     +- * Project (19)\n         :        :        +- * BroadcastHashJoin Inner BuildRight (18)\n         :        :           :- AQEShuffleRead (4)\n         :        :           :  +- ShuffleQueryStage (3), Statistics(sizeInBytes=960.0 B, rowCount=20)\n         :        :           :     +- Exchange (2)\n         :        :           :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- BroadcastQueryStage (17), Statistics(sizeInBytes=2.0 MiB, rowCount=24)\n         :        :              +- BroadcastExchange (16)\n         :        :                 +- * HashAggregate (15)\n         :        :                    +- AQEShuffleRead (14)\n         :        :                       +- ShuffleQueryStage (13), Statistics(sizeInBytes=1536.0 B, rowCount=24)\n         :        :                          +- Exchange (12)\n         :        :                             +- * HashAggregate (11)\n         :        :                                +- * HashAggregate (10)\n         :        :                                   +- AQEShuffleRead (9)\n         :        :                                      +- ShuffleQueryStage (8), Statistics(sizeInBytes=4.2 KiB, rowCount=54)\n         :        :                                         +- Exchange (7)\n         :        :                                            +- * HashAggregate (6)\n         :        :                                               +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- ShuffleQueryStage (24), Statistics(sizeInBytes=384.0 B, rowCount=5)\n         :           +- Exchange (23)\n         :              +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (22)\n         +- BroadcastQueryStage (35), Statistics(sizeInBytes=2.0 MiB, rowCount=5)\n            +- BroadcastExchange (34)\n               +- * HashAggregate (33)\n                  +- AQEShuffleRead (32)\n                     +- ShuffleQueryStage (31), Statistics(sizeInBytes=200.0 B, rowCount=5)\n                        +- Exchange (30)\n                           +- * HashAggregate (29)\n                              +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (28)\n+- == Initial Plan ==\n   CollectLimit (62)\n   +- Project (61)\n      +- SortMergeJoin LeftOuter (60)\n         :- LocalLimit (56)\n         :  +- Project (55)\n         :     +- SortMergeJoin Inner (54)\n         :        :- Sort (51)\n         :        :  +- Exchange (50)\n         :        :     +- Project (49)\n         :        :        +- SortMergeJoin Inner (48)\n         :        :           :- Sort (40)\n         :        :           :  +- Exchange (39)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (47)\n         :        :              +- Exchange (46)\n         :        :                 +- HashAggregate (45)\n         :        :                    +- Exchange (44)\n         :        :                       +- HashAggregate (43)\n         :        :                          +- HashAggregate (42)\n         :        :                             +- Exchange (41)\n         :        :                                +- HashAggregate (6)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (53)\n         :           +- Exchange (52)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (22)\n         +- Sort (59)\n            +- HashAggregate (58)\n               +- Exchange (57)\n                  +- HashAggregate (29)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (28)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [2]: [user_id#0, name#1]\nArguments: local\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(7) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(8) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: coalesced\n\n(10) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(11) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(12) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=1151]\n\n(13) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, count#320L]\nArguments: 5\n\n(14) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: coalesced\n\n(15) HashAggregate [codegen id : 7]\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(16) BroadcastExchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1269]\n\n(17) BroadcastQueryStage\nOutput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: 6\n\n(18) BroadcastHashJoin [codegen id : 8]\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(19) Project [codegen id : 8]\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(20) BroadcastExchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1343]\n\n(21) BroadcastQueryStage\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: 7\n\n(22) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(23) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(24) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(25) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(26) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(27) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(28) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(29) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(30) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(31) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(32) AQEShuffleRead\nInput [2]: [course_id#21, count#323L]\nArguments: coalesced\n\n(33) HashAggregate [codegen id : 5]\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(34) BroadcastExchange\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]\n\n(35) BroadcastQueryStage\nOutput [2]: [course_id#21, lessons_in_course#149L]\nArguments: 4\n\n(36) BroadcastHashJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(37) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(38) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(39) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(40) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(41) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(42) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(43) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(44) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(45) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(46) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(47) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(48) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(49) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(50) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(51) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(52) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(53) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(54) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(55) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(56) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(57) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(58) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(59) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(60) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(61) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(62) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(63) AdaptiveSparkPlan\nOutput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, 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{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":36,"Stage Attempt ID":0,"Stage Name":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Number of Tasks":1,"RDD Info":[{"RDD ID":65,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"164\",\"name\":\"BroadcastExchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[64],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":63,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"173\",\"name\":\"AQEShuffleRead\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[47],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of 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{"Event":"SparkListenerJobEnd","Job ID":20,"Completion Time":1782221919276,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":2,"accumUpdates":[[2375,2],[2374,7],[2373,81],[2372,24],[2371,2098160]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":2,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (64)\n+- == Final Plan ==\n   CollectLimit (39)\n   +- * Project (38)\n      +- * BroadcastHashJoin LeftOuter BuildRight (37)\n         :- * LocalLimit (28)\n         :  +- * Project (27)\n         :     +- * BroadcastHashJoin Inner BuildLeft (26)\n         :        :- BroadcastQueryStage (21), Statistics(sizeInBytes=2.0 MiB, rowCount=24)\n         :        :  +- BroadcastExchange (20)\n         :        :     +- * Project (19)\n         :        :        +- * BroadcastHashJoin Inner BuildRight (18)\n         :        :           :- AQEShuffleRead (4)\n         :        :           :  +- ShuffleQueryStage (3), Statistics(sizeInBytes=960.0 B, rowCount=20)\n         :        :           :     +- Exchange (2)\n         :        :           :        +- * Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- BroadcastQueryStage (17), Statistics(sizeInBytes=2.0 MiB, rowCount=24)\n         :        :              +- BroadcastExchange (16)\n         :        :                 +- * HashAggregate (15)\n         :        :                    +- AQEShuffleRead (14)\n         :        :                       +- ShuffleQueryStage (13), Statistics(sizeInBytes=1536.0 B, rowCount=24)\n         :        :                          +- Exchange (12)\n         :        :                             +- * HashAggregate (11)\n         :        :                                +- * HashAggregate (10)\n         :        :                                   +- AQEShuffleRead (9)\n         :        :                                      +- ShuffleQueryStage (8), Statistics(sizeInBytes=4.2 KiB, rowCount=54)\n         :        :                                         +- Exchange (7)\n         :        :                                            +- * HashAggregate (6)\n         :        :                                               +- * Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- AQEShuffleRead (25)\n         :           +- ShuffleQueryStage (24), Statistics(sizeInBytes=384.0 B, rowCount=5)\n         :              +- Exchange (23)\n         :                 +- * Scan JDBCRelation(core_dim_course) [numPartitions=1]  (22)\n         +- BroadcastQueryStage (36), Statistics(sizeInBytes=2.0 MiB, rowCount=5)\n            +- BroadcastExchange (35)\n               +- * HashAggregate (34)\n                  +- AQEShuffleRead (33)\n                     +- ShuffleQueryStage (32), Statistics(sizeInBytes=200.0 B, rowCount=5)\n                        +- Exchange (31)\n                           +- * HashAggregate (30)\n                              +- * Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (29)\n+- == Initial Plan ==\n   CollectLimit (63)\n   +- Project (62)\n      +- SortMergeJoin LeftOuter (61)\n         :- LocalLimit (57)\n         :  +- Project (56)\n         :     +- SortMergeJoin Inner (55)\n         :        :- Sort (52)\n         :        :  +- Exchange (51)\n         :        :     +- Project (50)\n         :        :        +- SortMergeJoin Inner (49)\n         :        :           :- Sort (41)\n         :        :           :  +- Exchange (40)\n         :        :           :     +- Scan JDBCRelation(core_dim_user) [numPartitions=1]  (1)\n         :        :           +- Sort (48)\n         :        :              +- Exchange (47)\n         :        :                 +- HashAggregate (46)\n         :        :                    +- Exchange (45)\n         :        :                       +- HashAggregate (44)\n         :        :                          +- HashAggregate (43)\n         :        :                             +- Exchange (42)\n         :        :                                +- HashAggregate (6)\n         :        :                                   +- Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  (5)\n         :        +- Sort (54)\n         :           +- Exchange (53)\n         :              +- Scan JDBCRelation(core_dim_course) [numPartitions=1]  (22)\n         +- Sort (60)\n            +- HashAggregate (59)\n               +- Exchange (58)\n                  +- HashAggregate (30)\n                     +- Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  (29)\n\n\n(1) Scan JDBCRelation(core_dim_user) [numPartitions=1]  [codegen id : 1]\nOutput [2]: [user_id#0, name#1]\nReadSchema: struct<user_id:decimal(20,0),name:string>\n\n(2) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]\n\n(3) ShuffleQueryStage\nOutput [2]: [user_id#0, name#1]\nArguments: 0\n\n(4) AQEShuffleRead\nInput [2]: [user_id#0, name#1]\nArguments: local\n\n(5) Scan JDBCRelation(core_fact_lesson_views) [numPartitions=1]  [codegen id : 2]\nOutput [3]: [user_id#32, lesson_id#33, course_id#34]\nPushedFilters: [*IsNotNull(user_id), *IsNotNull(course_id)]\nReadSchema: struct<user_id:decimal(20,0),lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(6) HashAggregate [codegen id : 2]\nInput [3]: [user_id#32, lesson_id#33, course_id#34]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(7) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=851]\n\n(8) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: 1\n\n(9) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: coalesced\n\n(10) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(11) HashAggregate [codegen id : 6]\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(12) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=1151]\n\n(13) ShuffleQueryStage\nOutput [3]: [user_id#32, course_id#34, count#320L]\nArguments: 5\n\n(14) AQEShuffleRead\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: coalesced\n\n(15) HashAggregate [codegen id : 7]\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(16) BroadcastExchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1269]\n\n(17) BroadcastQueryStage\nOutput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: 6\n\n(18) BroadcastHashJoin [codegen id : 8]\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(19) Project [codegen id : 8]\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(20) BroadcastExchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1343]\n\n(21) BroadcastQueryStage\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: 7\n\n(22) Scan JDBCRelation(core_dim_course) [numPartitions=1]  [codegen id : 3]\nOutput [2]: [course_id#10, title#11]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<course_id:decimal(20,0),title:string>\n\n(23) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=870]\n\n(24) ShuffleQueryStage\nOutput [2]: [course_id#10, title#11]\nArguments: 2\n\n(25) AQEShuffleRead\nInput [2]: [course_id#10, title#11]\nArguments: local\n\n(26) BroadcastHashJoin [codegen id : 9]\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(27) Project [codegen id : 9]\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(28) LocalLimit [codegen id : 9]\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(29) Scan JDBCRelation(core_dim_lesson) [numPartitions=1]  [codegen id : 4]\nOutput [2]: [lesson_id#18, course_id#21]\nPushedFilters: [*IsNotNull(course_id)]\nReadSchema: struct<lesson_id:decimal(20,0),course_id:decimal(20,0)>\n\n(30) HashAggregate [codegen id : 4]\nInput [2]: [lesson_id#18, course_id#21]\nKeys [1]: [course_id#21]\nFunctions [1]: [partial_count(lesson_id#18)]\nAggregate Attributes [1]: [count#322L]\nResults [2]: [course_id#21, count#323L]\n\n(31) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=885]\n\n(32) ShuffleQueryStage\nOutput [2]: [course_id#21, count#323L]\nArguments: 3\n\n(33) AQEShuffleRead\nInput [2]: [course_id#21, count#323L]\nArguments: coalesced\n\n(34) HashAggregate [codegen id : 5]\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(35) BroadcastExchange\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: HashedRelationBroadcastMode(List(input[0, decimal(20,0), true]),false), [plan_id=1085]\n\n(36) BroadcastQueryStage\nOutput [2]: [course_id#21, lessons_in_course#149L]\nArguments: 4\n\n(37) BroadcastHashJoin [codegen id : 9]\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(38) Project [codegen id : 9]\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(39) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(40) Exchange\nInput [2]: [user_id#0, name#1]\nArguments: hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=792]\n\n(41) Sort\nInput [2]: [user_id#0, name#1]\nArguments: [user_id#0 ASC NULLS FIRST], false, 0\n\n(42) Exchange\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nArguments: hashpartitioning(user_id#32, course_id#34, lesson_id#33, 200), ENSURE_REQUIREMENTS, [plan_id=784]\n\n(43) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [3]: [user_id#32, course_id#34, lesson_id#33]\nFunctions: []\nAggregate Attributes: []\nResults [3]: [user_id#32, course_id#34, lesson_id#33]\n\n(44) HashAggregate\nInput [3]: [user_id#32, course_id#34, lesson_id#33]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [partial_count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count#320L]\n\n(45) Exchange\nInput [3]: [user_id#32, course_id#34, count#320L]\nArguments: hashpartitioning(user_id#32, course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=788]\n\n(46) HashAggregate\nInput [3]: [user_id#32, course_id#34, count#320L]\nKeys [2]: [user_id#32, course_id#34]\nFunctions [1]: [count(distinct lesson_id#33)]\nAggregate Attributes [1]: [count(lesson_id#33)#157L]\nResults [3]: [user_id#32, course_id#34, count(lesson_id#33)#157L AS lessons_viewed#156L]\n\n(47) Exchange\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(user_id#32, 200), ENSURE_REQUIREMENTS, [plan_id=793]\n\n(48) Sort\nInput [3]: [user_id#32, course_id#34, lessons_viewed#156L]\nArguments: [user_id#32 ASC NULLS FIRST], false, 0\n\n(49) SortMergeJoin\nLeft keys [1]: [user_id#0]\nRight keys [1]: [user_id#32]\nJoin type: Inner\nJoin condition: None\n\n(50) Project\nOutput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nInput [5]: [user_id#0, name#1, user_id#32, course_id#34, lessons_viewed#156L]\n\n(51) Exchange\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: hashpartitioning(course_id#34, 200), ENSURE_REQUIREMENTS, [plan_id=800]\n\n(52) Sort\nInput [4]: [user_id#0, name#1, course_id#34, lessons_viewed#156L]\nArguments: [course_id#34 ASC NULLS FIRST], false, 0\n\n(53) Exchange\nInput [2]: [course_id#10, title#11]\nArguments: hashpartitioning(course_id#10, 200), ENSURE_REQUIREMENTS, [plan_id=801]\n\n(54) Sort\nInput [2]: [course_id#10, title#11]\nArguments: [course_id#10 ASC NULLS FIRST], false, 0\n\n(55) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#10]\nJoin type: Inner\nJoin condition: None\n\n(56) Project\nOutput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nInput [6]: [user_id#0, name#1, course_id#34, lessons_viewed#156L, course_id#10, title#11]\n\n(57) LocalLimit\nInput [6]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]\nArguments: 21\n\n(58) Exchange\nInput [2]: [course_id#21, count#323L]\nArguments: hashpartitioning(course_id#21, 200), ENSURE_REQUIREMENTS, [plan_id=807]\n\n(59) HashAggregate\nInput [2]: [course_id#21, count#323L]\nKeys [1]: [course_id#21]\nFunctions [1]: [count(lesson_id#18)]\nAggregate Attributes [1]: [count(lesson_id#18)#148L]\nResults [2]: [course_id#21, count(lesson_id#18)#148L AS lessons_in_course#149L]\n\n(60) Sort\nInput [2]: [course_id#21, lessons_in_course#149L]\nArguments: [course_id#21 ASC NULLS FIRST], false, 0\n\n(61) SortMergeJoin\nLeft keys [1]: [course_id#34]\nRight keys [1]: [course_id#21]\nJoin type: LeftOuter\nJoin condition: None\n\n(62) Project\nOutput [7]: [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]\nInput [8]: [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10, course_id#21, lessons_in_course#149L]\n\n(63) CollectLimit\nInput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: 21\n\n(64) AdaptiveSparkPlan\nOutput [7]: [toprettystring(user_id)#304, toprettystring(user_name)#305, toprettystring(course_id)#306, toprettystring(course_title)#307, toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed)#309, toprettystring(completion_rate)#310]\nArguments: isFinalPlan=true\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=true","children":[{"nodeName":"CollectLimit","simpleString":"CollectLimit 21","children":[{"nodeName":"WholeStageCodegen (9)","simpleString":"WholeStageCodegen (9)","children":[{"nodeName":"Project","simpleString":"Project [toprettystring(user_id#0, Some(Europe/Samara)) AS toprettystring(user_id)#304, toprettystring(name#1, Some(Europe/Samara)) AS toprettystring(user_name)#305, toprettystring(course_id#10, Some(Europe/Samara)) AS toprettystring(course_id)#306, toprettystring(title#11, Some(Europe/Samara)) AS toprettystring(course_title)#307, toprettystring(lessons_in_course#149L, Some(Europe/Samara)) AS toprettystring(lessons_in_course)#308, toprettystring(lessons_viewed#156L, Some(Europe/Samara)) AS toprettystring(lessons_viewed)#309, toprettystring(round((cast(coalesce(lessons_viewed#156L, 0) as double) / cast(lessons_in_course#149L as double)), 2), Some(Europe/Samara)) AS toprettystring(completion_rate)#310]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [course_id#34], [course_id#21], LeftOuter, BuildRight, false","children":[{"nodeName":"LocalLimit","simpleString":"LocalLimit 21","children":[{"nodeName":"Project","simpleString":"Project [course_id#34, user_id#0, name#1, lessons_viewed#156L, title#11, course_id#10]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [course_id#34], [course_id#10], Inner, BuildLeft, false","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 7","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange HashedRelationBroadcastMode(List(input[2, decimal(20,0), true]),false), [plan_id=1343]","children":[{"nodeName":"WholeStageCodegen (8)","simpleString":"WholeStageCodegen (8)","children":[{"nodeName":"Project","simpleString":"Project [user_id#0, name#1, course_id#34, lessons_viewed#156L]","children":[{"nodeName":"BroadcastHashJoin","simpleString":"BroadcastHashJoin [user_id#0], [user_id#32], Inner, BuildRight, false","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"AQEShuffleRead","simpleString":"AQEShuffleRead local","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#0, 200), ENSURE_REQUIREMENTS, [plan_id=844]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"Scan JDBCRelation(core_dim_user) [numPartitions=1] ","simpleString":"Scan JDBCRelation(core_dim_user) [numPartitions=1] [user_id#0,name#1] PushedFilters: [], ReadSchema: struct<user_id:decimal(20,0),name:string>","children":[],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":1506,"metricType":"sum"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":1741,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":1739,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":1733,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":1740,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":1734,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":1731,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":1728,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":1737,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":1730,"metricType":"sum"},{"name":"records read","accumulatorId":1727,"metricType":"sum"},{"name":"local bytes read","accumulatorId":1725,"metricType":"size"},{"name":"fetch wait time","accumulatorId":1726,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":1723,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":1729,"metricType":"sum"},{"name":"local blocks read","accumulatorId":1722,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":1732,"metricType":"sum"},{"name":"remote blocks 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