{"Event":"SparkListenerLogStart","Spark Version":"3.5.1"}
{"Event":"SparkListenerResourceProfileAdded","Resource Profile Id":0,"Executor Resource Requests":{"memory":{"Resource Name":"memory","Amount":1024,"Discovery Script":"","Vendor":""},"offHeap":{"Resource Name":"offHeap","Amount":0,"Discovery Script":"","Vendor":""}},"Task Resource Requests":{"cpus":{"Resource Name":"cpus","Amount":1.0}}}
{"Event":"SparkListenerBlockManagerAdded","Block Manager ID":{"Executor ID":"driver","Host":"73850a3d530b","Port":42277},"Maximum Memory":455501414,"Timestamp":1784546381552,"Maximum Onheap Memory":455501414,"Maximum Offheap Memory":0}
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{"Event":"SparkListenerApplicationStart","App Name":"dm_platform_summary","App ID":"app-20260720151941-0100","Timestamp":1784546380009,"User":"airflow"}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionStart","executionId":0,"rootExecutionId":0,"description":"parquet at NativeMethodAccessorImpl.java:0","details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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 (29)\n+- Execute InsertIntoHadoopFsRelationCommand (28)\n   +- WriteFiles (27)\n      +- Project (26)\n         +- BroadcastNestedLoopJoin Cross BuildRight (25)\n            :- BroadcastNestedLoopJoin Cross BuildRight (16)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (10)\n            :  :  :- HashAggregate (4)\n            :  :  :  +- Exchange (3)\n            :  :  :     +- HashAggregate (2)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (9)\n            :  :     +- HashAggregate (8)\n            :  :        +- Exchange (7)\n            :  :           +- HashAggregate (6)\n            :  :              +- Scan csv  (5)\n            :  +- BroadcastExchange (15)\n            :     +- HashAggregate (14)\n            :        +- Exchange (13)\n            :           +- HashAggregate (12)\n            :              +- Scan csv  (11)\n            +- BroadcastExchange (24)\n               +- HashAggregate (23)\n                  +- Exchange (22)\n                     +- HashAggregate (21)\n                        +- HashAggregate (20)\n                           +- Exchange (19)\n                              +- HashAggregate (18)\n                                 +- Scan csv  (17)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(4) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(5) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(6) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(7) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(8) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(9) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(10) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(11) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(12) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(13) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(14) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(15) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(16) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(17) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(18) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(19) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(20) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(21) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(22) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(23) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(24) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(25) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(26) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(27) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(28) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(29) AdaptiveSparkPlan\nOutput: []\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"Execute InsertIntoHadoopFsRelationCommand","simpleString":"Execute InsertIntoHadoopFsRelationCommand 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functions=[merge_count(1)])","children":[{"nodeName":"Exchange","simpleString":"Exchange hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[user_id#27L], functions=[partial_count(1)])","children":[{"nodeName":"Scan csv ","simpleString":"FileScan csv [user_id#27L] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/lesson_views.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<user_id:bigint>","children":[],"metadata":{"Location":"InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/lesson_views.csv]","ReadSchema":"struct<user_id:bigint>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":207,"metricType":"sum"},{"name":"number of files read","accumulatorId":208,"metricType":"sum"},{"name":"metadata time","accumulatorId":209,"metricType":"timing"},{"name":"size of files read","accumulatorId":210,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":203,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":204,"metricType":"timing"},{"name":"peak memory","accumulatorId":202,"metricType":"size"},{"name":"number of output rows","accumulatorId":201,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":206,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":205,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":199,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":193,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":200,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":194,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":191,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":188,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":197,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":190,"metricType":"sum"},{"name":"records read","accumulatorId":187,"metricType":"sum"},{"name":"local bytes read","accumulatorId":185,"metricType":"size"},{"name":"fetch wait time","accumulatorId":186,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":183,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":189,"metricType":"sum"},{"name":"local blocks read","accumulatorId":182,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":192,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":181,"metricType":"sum"},{"name":"data size","accumulatorId":179,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":195,"metricType":"size"},{"name":"number of partitions","accumulatorId":180,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":196,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":184,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":198,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":175,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":176,"metricType":"timing"},{"name":"peak memory","accumulatorId":174,"metricType":"size"},{"name":"number of output rows","accumulatorId":173,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":178,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":177,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":169,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":170,"metricType":"timing"},{"name":"peak memory","accumulatorId":168,"metricType":"size"},{"name":"number of output rows","accumulatorId":167,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":172,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":171,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":165,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":159,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":166,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":160,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":157,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":154,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":163,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":156,"metricType":"sum"},{"name":"records read","accumulatorId":153,"metricType":"sum"},{"name":"local bytes read","accumulatorId":151,"metricType":"size"},{"name":"fetch wait time","accumulatorId":152,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":149,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":155,"metricType":"sum"},{"name":"local blocks read","accumulatorId":148,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":158,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":147,"metricType":"sum"},{"name":"data size","accumulatorId":145,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":161,"metricType":"size"},{"name":"number of partitions","accumulatorId":146,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":162,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":150,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":164,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":141,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":142,"metricType":"timing"},{"name":"peak memory","accumulatorId":140,"metricType":"size"},{"name":"number of output rows","accumulatorId":139,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":144,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":143,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"time to broadcast","accumulatorId":138,"metricType":"timing"},{"name":"time to build","accumulatorId":137,"metricType":"timing"},{"name":"time to collect","accumulatorId":136,"metricType":"timing"},{"name":"number of output rows","accumulatorId":135,"metricType":"sum"},{"name":"data size","accumulatorId":134,"metricType":"size"}]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":7,"metricType":"sum"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"task commit time","accumulatorId":5,"metricType":"timing"},{"name":"number of written files","accumulatorId":1,"metricType":"sum"},{"name":"job commit time","accumulatorId":6,"metricType":"timing"},{"name":"number of output rows","accumulatorId":3,"metricType":"sum"},{"name":"number of dynamic part","accumulatorId":4,"metricType":"sum"},{"name":"written output","accumulatorId":2,"metricType":"size"}]}],"metadata":{},"metrics":[]},"time":1784546386471,"modifiedConfigs":{},"jobTags":[]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (57)\n+- == Current Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (32)\n   +- WriteFiles (31)\n      +- Project (30)\n         +- BroadcastNestedLoopJoin Cross BuildRight (29)\n            :- BroadcastNestedLoopJoin Cross BuildRight (19)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (12)\n            :  :  :- HashAggregate (5)\n            :  :  :  +- ShuffleQueryStage (4)\n            :  :  :     +- Exchange (3)\n            :  :  :        +- * HashAggregate (2)\n            :  :  :           +- Scan csv  (1)\n            :  :  +- BroadcastExchange (11)\n            :  :     +- HashAggregate (10)\n            :  :        +- ShuffleQueryStage (9)\n            :  :           +- Exchange (8)\n            :  :              +- * HashAggregate (7)\n            :  :                 +- Scan csv  (6)\n            :  +- BroadcastExchange (18)\n            :     +- HashAggregate (17)\n            :        +- ShuffleQueryStage (16)\n            :           +- Exchange (15)\n            :              +- * HashAggregate (14)\n            :                 +- Scan csv  (13)\n            +- BroadcastExchange (28)\n               +- HashAggregate (27)\n                  +- Exchange (26)\n                     +- HashAggregate (25)\n                        +- HashAggregate (24)\n                           +- ShuffleQueryStage (23)\n                              +- Exchange (22)\n                                 +- * HashAggregate (21)\n                                    +- Scan csv  (20)\n+- == Initial Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (56)\n   +- WriteFiles (55)\n      +- Project (54)\n         +- BroadcastNestedLoopJoin Cross BuildRight (53)\n            :- BroadcastNestedLoopJoin Cross BuildRight (45)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (40)\n            :  :  :- HashAggregate (35)\n            :  :  :  +- Exchange (34)\n            :  :  :     +- HashAggregate (33)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (39)\n            :  :     +- HashAggregate (38)\n            :  :        +- Exchange (37)\n            :  :           +- HashAggregate (36)\n            :  :              +- Scan csv  (6)\n            :  +- BroadcastExchange (44)\n            :     +- HashAggregate (43)\n            :        +- Exchange (42)\n            :           +- HashAggregate (41)\n            :              +- Scan csv  (13)\n            +- BroadcastExchange (52)\n               +- HashAggregate (51)\n                  +- Exchange (50)\n                     +- HashAggregate (49)\n                        +- HashAggregate (48)\n                           +- Exchange (47)\n                              +- HashAggregate (46)\n                                 +- Scan csv  (20)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate [codegen id : 1]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]\n\n(4) ShuffleQueryStage\nOutput [1]: [count#88L]\nArguments: 0\n\n(5) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(6) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(7) HashAggregate [codegen id : 2]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(8) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]\n\n(9) ShuffleQueryStage\nOutput [1]: [count#90L]\nArguments: 1\n\n(10) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(11) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=127]\n\n(12) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(13) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(14) HashAggregate [codegen id : 3]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(15) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=138]\n\n(16) ShuffleQueryStage\nOutput [1]: [count#92L]\nArguments: 2\n\n(17) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(18) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=145]\n\n(19) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(20) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(21) HashAggregate [codegen id : 4]\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(22) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=163]\n\n(23) ShuffleQueryStage\nOutput [2]: [user_id#27L, count#94L]\nArguments: 3\n\n(24) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(25) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(26) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=173]\n\n(27) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(28) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=175]\n\n(29) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(30) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(31) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(32) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(33) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(34) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(35) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(36) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(37) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(38) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(39) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(40) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(41) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(42) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(43) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(44) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(45) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(46) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(47) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(48) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(49) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(50) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(51) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(52) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(53) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(54) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(55) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(56) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(57) AdaptiveSparkPlan\nOutput: []\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"Execute InsertIntoHadoopFsRelationCommand","simpleString":"Execute InsertIntoHadoopFsRelationCommand s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]","children":[{"nodeName":"WriteFiles","simpleString":"WriteFiles","children":[{"nodeName":"Project","simpleString":"Project [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[count(1)])","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[partial_count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"Scan csv 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IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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":1784546387252,"Accumulables":[],"Resource Profile 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-Djdk.reflect.useDirectMethodHandle=false","spark.sql.execution.root.id":"0","spark.hadoop.fs.s3a.connection.ssl.enabled":"false","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.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[88,1],[89,0],[90,371]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[261,1]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[131,1],[132,0],[133,1057]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[301,1]]}
{"Event":"SparkListenerJobStart","Job ID":1,"Submission Time":1784546387466,"Stage Infos":[{"Stage ID":1,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":7,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"5\",\"name\":\"Exchange\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":6,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"6\",\"name\":\"WholeStageCodegen (2)\"}","Callsite":"parquet 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 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IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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)","Accumulables":[],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0}],"Stage 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-Djdk.reflect.useDirectMethodHandle=false","spark.sql.execution.root.id":"0","spark.hadoop.fs.s3a.connection.ssl.enabled":"false","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":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":1,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":7,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"5\",\"name\":\"Exchange\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":6,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"6\",\"name\":\"WholeStageCodegen (2)\"}","Callsite":"parquet 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 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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":1784546387468,"Accumulables":[],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0},"Properties":{"spark.driver.port":"42297","spark.submit.pyFiles":"","spark.app.startTime":"1784546380009","spark.rdd.scope":"{\"id\":\"5\",\"name\":\"Exchange\"}","spark.hadoop.fs.s3a.endpoint":"http://minio:9000","spark.rdd.compress":"True","spark.hadoop.fs.s3a.impl":"org.apache.hadoop.fs.s3a.S3AFileSystem","spark.app.submitTime":"1784546378655","spark.eventLog.dir":"file:/opt/spark-events","spark.hadoop.fs.s3a.aws.credentials.provider":"org.apache.hadoop.fs.s3a.SimpleAWSCredentialsProvider","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.hadoop.fs.s3a.secret.key":"*********(redacted)","spark.executor.id":"driver","spark.app.name":"dm_platform_summary","spark.hadoop.fs.s3a.access.key":"*********(redacted)","spark.submit.deployMode":"client","spark.hadoop.fs.s3a.path.style.access":"true","spark.driver.host":"73850a3d530b","spark.app.id":"app-20260720151941-0100","spark.eventLog.compress":"true","spark.eventLog.enabled":"true","spark.executor.extraJavaOptions":"-Djava.net.preferIPv6Addresses=false 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{"Event":"SparkListenerJobStart","Job ID":2,"Submission Time":1784546387490,"Stage Infos":[{"Stage ID":2,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":11,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"10\",\"name\":\"Exchange\"}","Callsite":"parquet at NativeMethodAccessorImpl.java:0","Parent IDs":[10],"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":8,"Name":"FileScanRDD","Scope":"{\"id\":\"14\",\"name\":\"Scan csv \"}","Callsite":"parquet 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 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--add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false"}}
{"Event":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":2,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":11,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"10\",\"name\":\"Exchange\"}","Callsite":"parquet at NativeMethodAccessorImpl.java:0","Parent IDs":[10],"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":8,"Name":"FileScanRDD","Scope":"{\"id\":\"14\",\"name\":\"Scan csv \"}","Callsite":"parquet 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":9,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"14\",\"name\":\"Scan csv \"}","Callsite":"parquet at NativeMethodAccessorImpl.java:0","Parent IDs":[8],"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":10,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"11\",\"name\":\"WholeStageCodegen (3)\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\njava.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native 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Count":0},"Properties":{"spark.driver.port":"42297","spark.submit.pyFiles":"","spark.app.startTime":"1784546380009","spark.rdd.scope":"{\"id\":\"10\",\"name\":\"Exchange\"}","spark.hadoop.fs.s3a.endpoint":"http://minio:9000","spark.rdd.compress":"True","spark.hadoop.fs.s3a.impl":"org.apache.hadoop.fs.s3a.S3AFileSystem","spark.app.submitTime":"1784546378655","spark.eventLog.dir":"file:/opt/spark-events","spark.hadoop.fs.s3a.aws.credentials.provider":"org.apache.hadoop.fs.s3a.SimpleAWSCredentialsProvider","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.hadoop.fs.s3a.secret.key":"*********(redacted)","spark.executor.id":"driver","spark.app.name":"dm_platform_summary","spark.hadoop.fs.s3a.access.key":"*********(redacted)","spark.submit.deployMode":"client","spark.hadoop.fs.s3a.path.style.access":"true","spark.driver.host":"73850a3d530b","spark.app.id":"app-20260720151941-0100","spark.eventLog.compress":"true","spark.eventLog.enabled":"true","spark.executor.extraJavaOptions":"-Djava.net.preferIPv6Addresses=false 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-Djdk.reflect.useDirectMethodHandle=false","spark.sql.execution.root.id":"0","spark.hadoop.fs.s3a.connection.ssl.enabled":"false","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.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[208,1],[209,0],[210,1850]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[375,200]]}
{"Event":"SparkListenerJobStart","Job ID":3,"Submission Time":1784546387561,"Stage Infos":[{"Stage ID":3,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":15,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"15\",\"name\":\"Exchange\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":14,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"16\",\"name\":\"WholeStageCodegen (4)\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of 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IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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)","Accumulables":[],"Resource Profile Id":0,"Shuffle Push 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-Djdk.reflect.useDirectMethodHandle=false","spark.sql.execution.root.id":"0","spark.hadoop.fs.s3a.connection.ssl.enabled":"false","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":"SparkListenerStageSubmitted","Stage Info":{"Stage ID":3,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":15,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"15\",\"name\":\"Exchange\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":14,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"16\",\"name\":\"WholeStageCodegen (4)\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory 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IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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":1784546387564,"Accumulables":[],"Resource Profile 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{"Event":"SparkListenerExecutorAdded","Timestamp":1784546409422,"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-20260720151941-0100&executorId=0&logType=stdout","stderr":"http://172.28.0.49:8081/logPage/?appId=app-20260720151941-0100&executorId=0&logType=stderr"},"Attributes":{},"Resources":{},"Resource Profile Id":0,"Registration Time":1784546409422}}
{"Event":"SparkListenerBlockManagerAdded","Block Manager ID":{"Executor ID":"0","Host":"172.28.0.49","Port":46029},"Maximum Memory":455501414,"Timestamp":1784546409461,"Maximum Onheap Memory":455501414,"Maximum Offheap Memory":0}
{"Event":"SparkListenerTaskStart","Stage ID":0,"Stage Attempt ID":0,"Task Info":{"Task ID":0,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546409508,"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":"SparkListenerTaskStart","Stage ID":1,"Stage Attempt ID":0,"Task Info":{"Task ID":1,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546409517,"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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IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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":1784546387252,"Completion Time":1784546411214,"Accumulables":[{"ID":44,"Name":"number of output rows","Value":"20","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":220,"Name":"data size","Value":"16","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":239,"Name":"shuffle bytes written","Value":"59","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":240,"Name":"shuffle records written","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":241,"Name":"shuffle write time","Value":"8178426","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":242,"Name":"duration","Value":"951","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":243,"Name":"number of output rows","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":246,"Name":"time in aggregation build","Value":"934","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":403,"Name":"internal.metrics.executorDeserializeTime","Value":379,"Internal":true,"Count Failed Values":true},{"ID":404,"Name":"internal.metrics.executorDeserializeCpuTime","Value":127253380,"Internal":true,"Count Failed Values":true},{"ID":405,"Name":"internal.metrics.executorRunTime","Value":1254,"Internal":true,"Count Failed Values":true},{"ID":406,"Name":"internal.metrics.executorCpuTime","Value":433043550,"Internal":true,"Count Failed Values":true},{"ID":407,"Name":"internal.metrics.resultSize","Value":1965,"Internal":true,"Count Failed Values":true},{"ID":408,"Name":"internal.metrics.jvmGCTime","Value":17,"Internal":true,"Count Failed Values":true},{"ID":431,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":59,"Internal":true,"Count Failed Values":true},{"ID":432,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":1,"Internal":true,"Count Failed Values":true},{"ID":433,"Name":"internal.metrics.shuffle.write.writeTime","Value":8178426,"Internal":true,"Count Failed Values":true},{"ID":434,"Name":"internal.metrics.input.bytesRead","Value":1032,"Internal":true,"Count Failed Values":true},{"ID":435,"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":0,"Completion Time":1784546411214,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"SparkListenerTaskEnd","Stage ID":2,"Stage Attempt ID":0,"Task Type":"ShuffleMapTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":2,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546409518,"Executor ID":"0","Host":"172.28.0.49","Locality":"PROCESS_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1784546411200,"Failed":false,"Killed":false,"Accumulables":[{"ID":130,"Name":"number of output rows","Update":"18","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":300,"Name":"data size","Update":"16","Value":"16","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":319,"Name":"shuffle bytes written","Update":"59","Value":"59","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":320,"Name":"shuffle records written","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":321,"Name":"shuffle write time","Update":"8171263","Value":"8171263","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":322,"Name":"duration","Update":"951","Value":"951","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":323,"Name":"number of output rows","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":326,"Name":"time in aggregation build","Update":"936","Value":"936","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":473,"Name":"internal.metrics.executorDeserializeTime","Update":381,"Value":381,"Internal":true,"Count Failed Values":true},{"ID":474,"Name":"internal.metrics.executorDeserializeCpuTime","Update":132301690,"Value":132301690,"Internal":true,"Count Failed Values":true},{"ID":475,"Name":"internal.metrics.executorRunTime","Update":1252,"Value":1252,"Internal":true,"Count Failed Values":true},{"ID":476,"Name":"internal.metrics.executorCpuTime","Update":516911091,"Value":516911091,"Internal":true,"Count Failed Values":true},{"ID":477,"Name":"internal.metrics.resultSize","Update":1965,"Value":1965,"Internal":true,"Count Failed Values":true},{"ID":478,"Name":"internal.metrics.jvmGCTime","Update":17,"Value":17,"Internal":true,"Count Failed Values":true},{"ID":501,"Name":"internal.metrics.shuffle.write.bytesWritten","Update":59,"Value":59,"Internal":true,"Count Failed Values":true},{"ID":502,"Name":"internal.metrics.shuffle.write.recordsWritten","Update":1,"Value":1,"Internal":true,"Count Failed Values":true},{"ID":503,"Name":"internal.metrics.shuffle.write.writeTime","Update":8171263,"Value":8171263,"Internal":true,"Count Failed Values":true},{"ID":504,"Name":"internal.metrics.input.bytesRead","Update":1057,"Value":1057,"Internal":true,"Count Failed Values":true},{"ID":505,"Name":"internal.metrics.input.recordsRead","Update":18,"Value":18,"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":381,"Executor Deserialize CPU Time":132301690,"Executor Run Time":1252,"Executor CPU Time":516911091,"Peak Execution Memory":0,"Result Size":1965,"JVM GC Time":17,"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":59,"Shuffle Write Time":8171263,"Shuffle Records Written":1},"Input Metrics":{"Bytes Read":1057,"Records Read":18},"Output Metrics":{"Bytes Written":0,"Records Written":0},"Updated Blocks":[]}}
{"Event":"SparkListenerStageCompleted","Stage Info":{"Stage ID":2,"Stage Attempt ID":0,"Stage Name":"parquet at NativeMethodAccessorImpl.java:0","Number of Tasks":1,"RDD Info":[{"RDD ID":11,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"10\",\"name\":\"Exchange\"}","Callsite":"parquet at NativeMethodAccessorImpl.java:0","Parent IDs":[10],"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":8,"Name":"FileScanRDD","Scope":"{\"id\":\"14\",\"name\":\"Scan csv \"}","Callsite":"parquet 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":9,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"14\",\"name\":\"Scan csv \"}","Callsite":"parquet at NativeMethodAccessorImpl.java:0","Parent IDs":[8],"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":10,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"11\",\"name\":\"WholeStageCodegen (3)\"}","Callsite":"parquet 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":"DETERMINATE","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[],"Details":"org.apache.spark.sql.DataFrameWriter.parquet(DataFrameWriter.scala:792)\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":1784546387492,"Completion Time":1784546411215,"Accumulables":[{"ID":130,"Name":"number of output rows","Value":"18","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":300,"Name":"data size","Value":"16","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":319,"Name":"shuffle bytes written","Value":"59","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":320,"Name":"shuffle records written","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":321,"Name":"shuffle write time","Value":"8171263","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":322,"Name":"duration","Value":"951","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":323,"Name":"number of output rows","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":326,"Name":"time in aggregation build","Value":"936","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":473,"Name":"internal.metrics.executorDeserializeTime","Value":381,"Internal":true,"Count Failed Values":true},{"ID":474,"Name":"internal.metrics.executorDeserializeCpuTime","Value":132301690,"Internal":true,"Count Failed Values":true},{"ID":475,"Name":"internal.metrics.executorRunTime","Value":1252,"Internal":true,"Count Failed Values":true},{"ID":476,"Name":"internal.metrics.executorCpuTime","Value":516911091,"Internal":true,"Count Failed Values":true},{"ID":477,"Name":"internal.metrics.resultSize","Value":1965,"Internal":true,"Count Failed Values":true},{"ID":478,"Name":"internal.metrics.jvmGCTime","Value":17,"Internal":true,"Count Failed Values":true},{"ID":501,"Name":"internal.metrics.shuffle.write.bytesWritten","Value":59,"Internal":true,"Count Failed Values":true},{"ID":502,"Name":"internal.metrics.shuffle.write.recordsWritten","Value":1,"Internal":true,"Count Failed Values":true},{"ID":503,"Name":"internal.metrics.shuffle.write.writeTime","Value":8171263,"Internal":true,"Count Failed Values":true},{"ID":504,"Name":"internal.metrics.input.bytesRead","Value":1057,"Internal":true,"Count Failed Values":true},{"ID":505,"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":2,"Completion Time":1784546411216,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (58)\n+- == Current Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (33)\n   +- WriteFiles (32)\n      +- Project (31)\n         +- BroadcastNestedLoopJoin Cross BuildRight (30)\n            :- BroadcastNestedLoopJoin Cross BuildRight (20)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (13)\n            :  :  :- HashAggregate (5)\n            :  :  :  +- ShuffleQueryStage (4)\n            :  :  :     +- Exchange (3)\n            :  :  :        +- * HashAggregate (2)\n            :  :  :           +- Scan csv  (1)\n            :  :  +- BroadcastQueryStage (12)\n            :  :     +- BroadcastExchange (11)\n            :  :        +- * HashAggregate (10)\n            :  :           +- ShuffleQueryStage (9), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :              +- Exchange (8)\n            :  :                 +- * HashAggregate (7)\n            :  :                    +- Scan csv  (6)\n            :  +- BroadcastExchange (19)\n            :     +- HashAggregate (18)\n            :        +- ShuffleQueryStage (17)\n            :           +- Exchange (16)\n            :              +- * HashAggregate (15)\n            :                 +- Scan csv  (14)\n            +- BroadcastExchange (29)\n               +- HashAggregate (28)\n                  +- Exchange (27)\n                     +- HashAggregate (26)\n                        +- HashAggregate (25)\n                           +- ShuffleQueryStage (24)\n                              +- Exchange (23)\n                                 +- * HashAggregate (22)\n                                    +- Scan csv  (21)\n+- == Initial Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (57)\n   +- WriteFiles (56)\n      +- Project (55)\n         +- BroadcastNestedLoopJoin Cross BuildRight (54)\n            :- BroadcastNestedLoopJoin Cross BuildRight (46)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (41)\n            :  :  :- HashAggregate (36)\n            :  :  :  +- Exchange (35)\n            :  :  :     +- HashAggregate (34)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (40)\n            :  :     +- HashAggregate (39)\n            :  :        +- Exchange (38)\n            :  :           +- HashAggregate (37)\n            :  :              +- Scan csv  (6)\n            :  +- BroadcastExchange (45)\n            :     +- HashAggregate (44)\n            :        +- Exchange (43)\n            :           +- HashAggregate (42)\n            :              +- Scan csv  (14)\n            +- BroadcastExchange (53)\n               +- HashAggregate (52)\n                  +- Exchange (51)\n                     +- HashAggregate (50)\n                        +- HashAggregate (49)\n                           +- Exchange (48)\n                              +- HashAggregate (47)\n                                 +- Scan csv  (21)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate [codegen id : 1]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]\n\n(4) ShuffleQueryStage\nOutput [1]: [count#88L]\nArguments: 0\n\n(5) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(6) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(7) HashAggregate [codegen id : 2]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(8) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]\n\n(9) ShuffleQueryStage\nOutput [1]: [count#90L]\nArguments: 1\n\n(10) HashAggregate [codegen id : 5]\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(11) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=222]\n\n(12) BroadcastQueryStage\nOutput [1]: [total_courses#38L]\nArguments: 4\n\n(13) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(14) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(15) HashAggregate [codegen id : 3]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(16) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=138]\n\n(17) ShuffleQueryStage\nOutput [1]: [count#92L]\nArguments: 2\n\n(18) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(19) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=208]\n\n(20) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(21) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(22) HashAggregate [codegen id : 4]\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(23) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=163]\n\n(24) ShuffleQueryStage\nOutput [2]: [user_id#27L, count#94L]\nArguments: 3\n\n(25) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(26) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(27) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=173]\n\n(28) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(29) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=211]\n\n(30) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(31) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(32) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(33) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(34) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(35) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(36) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(37) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(38) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(39) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(40) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(41) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(42) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(43) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(44) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(45) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(46) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(47) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(48) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(49) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(50) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(51) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(52) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(53) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(54) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(55) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(56) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(57) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: 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{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (61)\n+- == Current Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (36)\n   +- WriteFiles (35)\n      +- Project (34)\n         +- BroadcastNestedLoopJoin Cross BuildRight (33)\n            :- BroadcastNestedLoopJoin Cross BuildRight (21)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (13)\n            :  :  :- HashAggregate (5)\n            :  :  :  +- ShuffleQueryStage (4), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :  :     +- Exchange (3)\n            :  :  :        +- * HashAggregate (2)\n            :  :  :           +- Scan csv  (1)\n            :  :  +- BroadcastQueryStage (12)\n            :  :     +- BroadcastExchange (11)\n            :  :        +- * HashAggregate (10)\n            :  :           +- ShuffleQueryStage (9), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :              +- Exchange (8)\n            :  :                 +- * HashAggregate (7)\n            :  :                    +- Scan csv  (6)\n            :  +- BroadcastQueryStage (20)\n            :     +- BroadcastExchange (19)\n            :        +- * HashAggregate (18)\n            :           +- ShuffleQueryStage (17), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :              +- Exchange (16)\n            :                 +- * HashAggregate (15)\n            :                    +- Scan csv  (14)\n            +- BroadcastExchange (32)\n               +- HashAggregate (31)\n                  +- ShuffleQueryStage (30)\n                     +- Exchange (29)\n                        +- * HashAggregate (28)\n                           +- * HashAggregate (27)\n                              +- AQEShuffleRead (26)\n                                 +- ShuffleQueryStage (25), Statistics(sizeInBytes=264.0 B, rowCount=11)\n                                    +- Exchange (24)\n                                       +- * HashAggregate (23)\n                                          +- Scan csv  (22)\n+- == Initial Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (60)\n   +- WriteFiles (59)\n      +- Project (58)\n         +- BroadcastNestedLoopJoin Cross BuildRight (57)\n            :- BroadcastNestedLoopJoin Cross BuildRight (49)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (44)\n            :  :  :- HashAggregate (39)\n            :  :  :  +- Exchange (38)\n            :  :  :     +- HashAggregate (37)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (43)\n            :  :     +- HashAggregate (42)\n            :  :        +- Exchange (41)\n            :  :           +- HashAggregate (40)\n            :  :              +- Scan csv  (6)\n            :  +- BroadcastExchange (48)\n            :     +- HashAggregate (47)\n            :        +- Exchange (46)\n            :           +- HashAggregate (45)\n            :              +- Scan csv  (14)\n            +- BroadcastExchange (56)\n               +- HashAggregate (55)\n                  +- Exchange (54)\n                     +- HashAggregate (53)\n                        +- HashAggregate (52)\n                           +- Exchange (51)\n                              +- HashAggregate (50)\n                                 +- Scan csv  (22)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate [codegen id : 1]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]\n\n(4) ShuffleQueryStage\nOutput [1]: [count#88L]\nArguments: 0\n\n(5) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(6) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(7) HashAggregate [codegen id : 2]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(8) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]\n\n(9) ShuffleQueryStage\nOutput [1]: [count#90L]\nArguments: 1\n\n(10) HashAggregate [codegen id : 5]\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(11) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=222]\n\n(12) BroadcastQueryStage\nOutput [1]: [total_courses#38L]\nArguments: 4\n\n(13) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(14) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(15) HashAggregate [codegen id : 3]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(16) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=138]\n\n(17) ShuffleQueryStage\nOutput [1]: [count#92L]\nArguments: 2\n\n(18) HashAggregate [codegen id : 6]\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(19) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=283]\n\n(20) BroadcastQueryStage\nOutput [1]: [total_lessons#41L]\nArguments: 5\n\n(21) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(22) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(23) HashAggregate [codegen id : 4]\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(24) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=163]\n\n(25) ShuffleQueryStage\nOutput [2]: [user_id#27L, count#94L]\nArguments: 3\n\n(26) AQEShuffleRead\nInput [2]: [user_id#27L, count#94L]\nArguments: coalesced\n\n(27) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(28) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(29) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=300]\n\n(30) ShuffleQueryStage\nOutput [2]: [count#94L, count#97L]\nArguments: 6\n\n(31) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(32) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=311]\n\n(33) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(34) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(35) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(36) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(37) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(38) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(39) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(40) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(41) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(42) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(43) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(44) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(45) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(46) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(47) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(48) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(49) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(50) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(51) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(52) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(53) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(54) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(55) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(56) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(57) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(58) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(59) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(60) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(61) AdaptiveSparkPlan\nOutput: []\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"Execute InsertIntoHadoopFsRelationCommand","simpleString":"Execute InsertIntoHadoopFsRelationCommand s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]","children":[{"nodeName":"WriteFiles","simpleString":"WriteFiles","children":[{"nodeName":"Project","simpleString":"Project [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[count(1)])","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[partial_count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"Scan csv ","simpleString":"FileScan csv [] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/users.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<>","children":[],"metadata":{"Location":"InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/users.csv]","ReadSchema":"struct<>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":44,"metricType":"sum"},{"name":"number of files read","accumulatorId":45,"metricType":"sum"},{"name":"metadata time","accumulatorId":46,"metricType":"timing"},{"name":"size of files read","accumulatorId":47,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":245,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":246,"metricType":"timing"},{"name":"peak memory","accumulatorId":244,"metricType":"size"},{"name":"number of output rows","accumulatorId":243,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":248,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":247,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":242,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":240,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":234,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":241,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":235,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":232,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":229,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":238,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":231,"metricType":"sum"},{"name":"records read","accumulatorId":228,"metricType":"sum"},{"name":"local bytes read","accumulatorId":226,"metricType":"size"},{"name":"fetch wait time","accumulatorId":227,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":224,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":230,"metricType":"sum"},{"name":"local blocks read","accumulatorId":223,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":233,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":222,"metricType":"sum"},{"name":"data size","accumulatorId":220,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":236,"metricType":"size"},{"name":"number of partitions","accumulatorId":221,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":237,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":225,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":239,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":216,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":217,"metricType":"timing"},{"name":"peak memory","accumulatorId":215,"metricType":"size"},{"name":"number of output rows","accumulatorId":214,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":219,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":218,"metricType":"average"}]},{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 4","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange IdentityBroadcastMode, [plan_id=222]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], 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paths)[s3a://apavlovets-bucket/raw/courses.csv]","ReadSchema":"struct<>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":87,"metricType":"sum"},{"name":"number of files read","accumulatorId":88,"metricType":"sum"},{"name":"metadata time","accumulatorId":89,"metricType":"timing"},{"name":"size of files read","accumulatorId":90,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":285,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":286,"metricType":"timing"},{"name":"peak memory","accumulatorId":284,"metricType":"size"},{"name":"number of output rows","accumulatorId":283,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":288,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":287,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":282,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":280,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":274,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":281,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":275,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":272,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":269,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":278,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":271,"metricType":"sum"},{"name":"records read","accumulatorId":268,"metricType":"sum"},{"name":"local bytes read","accumulatorId":266,"metricType":"size"},{"name":"fetch wait time","accumulatorId":267,"metricType":"timing"},{"name":"remote 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{"Event":"SparkListenerTaskStart","Stage ID":7,"Stage Attempt ID":0,"Task Info":{"Task ID":5,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546411314,"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.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[641,1],[643,1],[642,714]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[607,1]]}
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{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (62)\n+- == Current Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (37)\n   +- WriteFiles (36)\n      +- Project (35)\n         +- BroadcastNestedLoopJoin Cross BuildRight (34)\n            :- BroadcastNestedLoopJoin Cross BuildRight (21)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (13)\n            :  :  :- HashAggregate (5)\n            :  :  :  +- ShuffleQueryStage (4), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :  :     +- Exchange (3)\n            :  :  :        +- * HashAggregate (2)\n            :  :  :           +- Scan csv  (1)\n            :  :  +- BroadcastQueryStage (12), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :     +- BroadcastExchange (11)\n            :  :        +- * HashAggregate (10)\n            :  :           +- ShuffleQueryStage (9), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :              +- Exchange (8)\n            :  :                 +- * HashAggregate (7)\n            :  :                    +- Scan csv  (6)\n            :  +- BroadcastQueryStage (20), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :     +- BroadcastExchange (19)\n            :        +- * HashAggregate (18)\n            :           +- ShuffleQueryStage (17), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :              +- Exchange (16)\n            :                 +- * HashAggregate (15)\n            :                    +- Scan csv  (14)\n            +- BroadcastQueryStage (33)\n               +- BroadcastExchange (32)\n                  +- * HashAggregate (31)\n                     +- ShuffleQueryStage (30), Statistics(sizeInBytes=24.0 B, rowCount=1)\n                        +- Exchange (29)\n                           +- * HashAggregate (28)\n                              +- * HashAggregate (27)\n                                 +- AQEShuffleRead (26)\n                                    +- ShuffleQueryStage (25), Statistics(sizeInBytes=264.0 B, rowCount=11)\n                                       +- Exchange (24)\n                                          +- * HashAggregate (23)\n                                             +- Scan csv  (22)\n+- == Initial Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (61)\n   +- WriteFiles (60)\n      +- Project (59)\n         +- BroadcastNestedLoopJoin Cross BuildRight (58)\n            :- BroadcastNestedLoopJoin Cross BuildRight (50)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (45)\n            :  :  :- HashAggregate (40)\n            :  :  :  +- Exchange (39)\n            :  :  :     +- HashAggregate (38)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (44)\n            :  :     +- HashAggregate (43)\n            :  :        +- Exchange (42)\n            :  :           +- HashAggregate (41)\n            :  :              +- Scan csv  (6)\n            :  +- BroadcastExchange (49)\n            :     +- HashAggregate (48)\n            :        +- Exchange (47)\n            :           +- HashAggregate (46)\n            :              +- Scan csv  (14)\n            +- BroadcastExchange (57)\n               +- HashAggregate (56)\n                  +- Exchange (55)\n                     +- HashAggregate (54)\n                        +- HashAggregate (53)\n                           +- Exchange (52)\n                              +- HashAggregate (51)\n                                 +- Scan csv  (22)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate [codegen id : 1]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]\n\n(4) ShuffleQueryStage\nOutput [1]: [count#88L]\nArguments: 0\n\n(5) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(6) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(7) HashAggregate [codegen id : 2]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(8) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]\n\n(9) ShuffleQueryStage\nOutput [1]: [count#90L]\nArguments: 1\n\n(10) HashAggregate [codegen id : 5]\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(11) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=222]\n\n(12) BroadcastQueryStage\nOutput [1]: [total_courses#38L]\nArguments: 4\n\n(13) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(14) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(15) HashAggregate [codegen id : 3]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(16) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=138]\n\n(17) ShuffleQueryStage\nOutput [1]: [count#92L]\nArguments: 2\n\n(18) HashAggregate [codegen id : 6]\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(19) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=283]\n\n(20) BroadcastQueryStage\nOutput [1]: [total_lessons#41L]\nArguments: 5\n\n(21) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(22) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(23) HashAggregate [codegen id : 4]\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(24) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=163]\n\n(25) ShuffleQueryStage\nOutput [2]: [user_id#27L, count#94L]\nArguments: 3\n\n(26) AQEShuffleRead\nInput [2]: [user_id#27L, count#94L]\nArguments: coalesced\n\n(27) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(28) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(29) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=300]\n\n(30) ShuffleQueryStage\nOutput [2]: [count#94L, count#97L]\nArguments: 6\n\n(31) HashAggregate [codegen id : 8]\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(32) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=412]\n\n(33) BroadcastQueryStage\nOutput [2]: [total_views#44L, users_with_views#45L]\nArguments: 7\n\n(34) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(35) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(36) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(37) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(38) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(39) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(40) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(41) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(42) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(43) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(44) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(45) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(46) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(47) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(48) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(49) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(50) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(51) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(52) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(53) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(54) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(55) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(56) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(57) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(58) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(59) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(60) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(61) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(62) AdaptiveSparkPlan\nOutput: []\nArguments: isFinalPlan=false\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=false","children":[{"nodeName":"Execute InsertIntoHadoopFsRelationCommand","simpleString":"Execute InsertIntoHadoopFsRelationCommand s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]","children":[{"nodeName":"WriteFiles","simpleString":"WriteFiles","children":[{"nodeName":"Project","simpleString":"Project [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[count(1)])","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 0","children":[{"nodeName":"Exchange","simpleString":"Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]","children":[{"nodeName":"WholeStageCodegen (1)","simpleString":"WholeStageCodegen (1)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[partial_count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"Scan csv ","simpleString":"FileScan csv [] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/users.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<>","children":[],"metadata":{"Location":"InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/users.csv]","ReadSchema":"struct<>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":44,"metricType":"sum"},{"name":"number of files read","accumulatorId":45,"metricType":"sum"},{"name":"metadata time","accumulatorId":46,"metricType":"timing"},{"name":"size of files read","accumulatorId":47,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":245,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":246,"metricType":"timing"},{"name":"peak memory","accumulatorId":244,"metricType":"size"},{"name":"number of output rows","accumulatorId":243,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":248,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":247,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":242,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":240,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":234,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":241,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":235,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":232,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":229,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":238,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":231,"metricType":"sum"},{"name":"records read","accumulatorId":228,"metricType":"sum"},{"name":"local bytes read","accumulatorId":226,"metricType":"size"},{"name":"fetch wait time","accumulatorId":227,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":224,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":230,"metricType":"sum"},{"name":"local blocks read","accumulatorId":223,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":233,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":222,"metricType":"sum"},{"name":"data size","accumulatorId":220,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":236,"metricType":"size"},{"name":"number of partitions","accumulatorId":221,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":237,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":225,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":239,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":216,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":217,"metricType":"timing"},{"name":"peak memory","accumulatorId":215,"metricType":"size"},{"name":"number of output rows","accumulatorId":214,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":219,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":218,"metricType":"average"}]},{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 4","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange IdentityBroadcastMode, [plan_id=222]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 1","children":[{"nodeName":"Exchange","simpleString":"Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]","children":[{"nodeName":"WholeStageCodegen (2)","simpleString":"WholeStageCodegen (2)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[partial_count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"Scan csv ","simpleString":"FileScan csv [] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/courses.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<>","children":[],"metadata":{"Location":"InMemoryFileIndex(1 paths)[s3a://apavlovets-bucket/raw/courses.csv]","ReadSchema":"struct<>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":87,"metricType":"sum"},{"name":"number of files read","accumulatorId":88,"metricType":"sum"},{"name":"metadata time","accumulatorId":89,"metricType":"timing"},{"name":"size of files read","accumulatorId":90,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":285,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":286,"metricType":"timing"},{"name":"peak memory","accumulatorId":284,"metricType":"size"},{"name":"number of output rows","accumulatorId":283,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":288,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":287,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":282,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":280,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":274,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":281,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":275,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":272,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":269,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":278,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":271,"metricType":"sum"},{"name":"records read","accumulatorId":268,"metricType":"sum"},{"name":"local bytes read","accumulatorId":266,"metricType":"size"},{"name":"fetch wait time","accumulatorId":267,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":264,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":270,"metricType":"sum"},{"name":"local blocks read","accumulatorId":263,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":273,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":262,"metricType":"sum"},{"name":"data size","accumulatorId":260,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":276,"metricType":"size"},{"name":"number of partitions","accumulatorId":261,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":277,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":265,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":279,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":560,"metricType":"size"},{"name":"time in aggregation 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Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":26,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"53\",\"name\":\"WholeStageCodegen (8)\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[25],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[11],"Details":"org.apache.spark.sql.execution.SQLExecution$.$anonfun$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":1784546411682,"Accumulables":[],"Resource Profile Id":0,"Shuffle Push Enabled":false,"Shuffle Push Mergers Count":0},"Properties":{"spark.driver.port":"42297","spark.submit.pyFiles":"","spark.app.startTime":"1784546380009","spark.rdd.scope":"{\"id\":\"52\",\"name\":\"BroadcastExchange\"}","spark.hadoop.fs.s3a.endpoint":"http://minio:9000","spark.rdd.compress":"True","spark.hadoop.fs.s3a.impl":"org.apache.hadoop.fs.s3a.S3AFileSystem","spark.app.submitTime":"1784546378655","spark.eventLog.dir":"file:/opt/spark-events","spark.hadoop.fs.s3a.aws.credentials.provider":"org.apache.hadoop.fs.s3a.SimpleAWSCredentialsProvider","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.job.interruptOnCancel":"true","spark.hadoop.fs.s3a.secret.key":"*********(redacted)","spark.executor.id":"driver","spark.app.name":"dm_platform_summary","spark.hadoop.fs.s3a.access.key":"*********(redacted)","spark.submit.deployMode":"client","spark.hadoop.fs.s3a.path.style.access":"true","spark.driver.host":"73850a3d530b","spark.app.id":"app-20260720151941-0100","spark.eventLog.compress":"true","spark.eventLog.enabled":"true","__fetch_continuous_blocks_in_batch_enabled":"true","spark.job.tags":"broadcast exchange (runId ae575eda-952f-446d-ac7b-c47ba2e4d3d1)","spark.executor.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","spark.sql.execution.root.id":"0","spark.hadoop.fs.s3a.connection.ssl.enabled":"false","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":"SparkListenerTaskStart","Stage ID":12,"Stage Attempt ID":0,"Task Info":{"Task ID":7,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546411691,"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":"SparkListenerTaskEnd","Stage ID":12,"Stage Attempt ID":0,"Task Type":"ResultTask","Task End Reason":{"Reason":"Success"},"Task Info":{"Task ID":7,"Index":0,"Attempt":0,"Partition ID":0,"Launch Time":1784546411691,"Executor ID":"0","Host":"172.28.0.49","Locality":"NODE_LOCAL","Speculative":false,"Getting Result Time":0,"Finish Time":1784546411739,"Failed":false,"Killed":false,"Accumulables":[{"ID":609,"Name":"local blocks read","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":612,"Name":"local bytes read","Update":"63","Value":"63","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":613,"Name":"fetch wait time","Update":"0","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":614,"Name":"records read","Update":"1","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":763,"Name":"duration","Update":"0","Value":"0","Internal":true,"Count Failed 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Values":true},{"ID":781,"Name":"internal.metrics.shuffle.read.remoteBlocksFetched","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":782,"Name":"internal.metrics.shuffle.read.localBlocksFetched","Update":1,"Value":1,"Internal":true,"Count Failed Values":true},{"ID":783,"Name":"internal.metrics.shuffle.read.remoteBytesRead","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":784,"Name":"internal.metrics.shuffle.read.remoteBytesReadToDisk","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":785,"Name":"internal.metrics.shuffle.read.localBytesRead","Update":63,"Value":63,"Internal":true,"Count Failed Values":true},{"ID":786,"Name":"internal.metrics.shuffle.read.fetchWaitTime","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":787,"Name":"internal.metrics.shuffle.read.recordsRead","Update":1,"Value":1,"Internal":true,"Count Failed Values":true},{"ID":788,"Name":"internal.metrics.shuffle.push.read.corruptMergedBlockChunks","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":789,"Name":"internal.metrics.shuffle.push.read.mergedFetchFallbackCount","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":790,"Name":"internal.metrics.shuffle.push.read.remoteMergedBlocksFetched","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":791,"Name":"internal.metrics.shuffle.push.read.localMergedBlocksFetched","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":792,"Name":"internal.metrics.shuffle.push.read.remoteMergedChunksFetched","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":793,"Name":"internal.metrics.shuffle.push.read.localMergedChunksFetched","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":794,"Name":"internal.metrics.shuffle.push.read.remoteMergedBytesRead","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":795,"Name":"internal.metrics.shuffle.push.read.localMergedBytesRead","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":796,"Name":"internal.metrics.shuffle.read.remoteReqsDuration","Update":0,"Value":0,"Internal":true,"Count Failed Values":true},{"ID":797,"Name":"internal.metrics.shuffle.push.read.remoteMergedReqsDuration","Update":0,"Value":0,"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":18,"Executor Deserialize CPU Time":7838179,"Executor Run Time":18,"Executor CPU Time":15023042,"Peak Execution Memory":0,"Result Size":3999,"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":63,"Total Records Read":1,"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":12,"Stage Attempt ID":0,"Stage Name":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Number of Tasks":1,"RDD Info":[{"RDD ID":27,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"52\",\"name\":\"BroadcastExchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[26],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":25,"Name":"ShuffledRowRDD","Scope":"{\"id\":\"57\",\"name\":\"Exchange\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[24],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0},{"RDD ID":26,"Name":"MapPartitionsRDD","Scope":"{\"id\":\"53\",\"name\":\"WholeStageCodegen (8)\"}","Callsite":"$anonfun$withThreadLocalCaptured$1 at FutureTask.java:264","Parent IDs":[25],"Storage Level":{"Use Disk":false,"Use Memory":false,"Use Off Heap":false,"Deserialized":false,"Replication":1},"Barrier":false,"DeterministicLevel":"UNORDERED","Number of Partitions":1,"Number of Cached Partitions":0,"Memory Size":0,"Disk Size":0}],"Parent IDs":[11],"Details":"org.apache.spark.sql.execution.SQLExecution$.$anonfun$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":1784546411682,"Completion Time":1784546411741,"Accumulables":[{"ID":609,"Name":"local blocks read","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":612,"Name":"local bytes read","Value":"63","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":613,"Name":"fetch wait time","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":614,"Name":"records read","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":763,"Name":"duration","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":764,"Name":"number of output rows","Value":"1","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":767,"Name":"time in aggregation build","Value":"0","Internal":true,"Count Failed Values":true,"Metadata":"sql"},{"ID":770,"Name":"internal.metrics.executorDeserializeTime","Value":18,"Internal":true,"Count Failed Values":true},{"ID":771,"Name":"internal.metrics.executorDeserializeCpuTime","Value":7838179,"Internal":true,"Count Failed Values":true},{"ID":772,"Name":"internal.metrics.executorRunTime","Value":18,"Internal":true,"Count Failed Values":true},{"ID":773,"Name":"internal.metrics.executorCpuTime","Value":15023042,"Internal":true,"Count Failed Values":true},{"ID":774,"Name":"internal.metrics.resultSize","Value":3999,"Internal":true,"Count Failed Values":true},{"ID":781,"Name":"internal.metrics.shuffle.read.remoteBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":782,"Name":"internal.metrics.shuffle.read.localBlocksFetched","Value":1,"Internal":true,"Count Failed Values":true},{"ID":783,"Name":"internal.metrics.shuffle.read.remoteBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":784,"Name":"internal.metrics.shuffle.read.remoteBytesReadToDisk","Value":0,"Internal":true,"Count Failed Values":true},{"ID":785,"Name":"internal.metrics.shuffle.read.localBytesRead","Value":63,"Internal":true,"Count Failed Values":true},{"ID":786,"Name":"internal.metrics.shuffle.read.fetchWaitTime","Value":0,"Internal":true,"Count Failed Values":true},{"ID":787,"Name":"internal.metrics.shuffle.read.recordsRead","Value":1,"Internal":true,"Count Failed Values":true},{"ID":788,"Name":"internal.metrics.shuffle.push.read.corruptMergedBlockChunks","Value":0,"Internal":true,"Count Failed Values":true},{"ID":789,"Name":"internal.metrics.shuffle.push.read.mergedFetchFallbackCount","Value":0,"Internal":true,"Count Failed Values":true},{"ID":790,"Name":"internal.metrics.shuffle.push.read.remoteMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":791,"Name":"internal.metrics.shuffle.push.read.localMergedBlocksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":792,"Name":"internal.metrics.shuffle.push.read.remoteMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":793,"Name":"internal.metrics.shuffle.push.read.localMergedChunksFetched","Value":0,"Internal":true,"Count Failed Values":true},{"ID":794,"Name":"internal.metrics.shuffle.push.read.remoteMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":795,"Name":"internal.metrics.shuffle.push.read.localMergedBytesRead","Value":0,"Internal":true,"Count Failed Values":true},{"ID":796,"Name":"internal.metrics.shuffle.read.remoteReqsDuration","Value":0,"Internal":true,"Count Failed Values":true},{"ID":797,"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":7,"Completion Time":1784546411743,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[762,13],[761,0],[760,90],[759,1],[758,24]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLAdaptiveExecutionUpdate","executionId":0,"physicalPlanDescription":"== Physical Plan ==\nAdaptiveSparkPlan (62)\n+- == Final Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (37)\n   +- WriteFiles (36)\n      +- * Project (35)\n         +- * BroadcastNestedLoopJoin Cross BuildRight (34)\n            :- * BroadcastNestedLoopJoin Cross BuildRight (21)\n            :  :- * BroadcastNestedLoopJoin Cross BuildRight (13)\n            :  :  :- * HashAggregate (5)\n            :  :  :  +- ShuffleQueryStage (4), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :  :     +- Exchange (3)\n            :  :  :        +- * HashAggregate (2)\n            :  :  :           +- Scan csv  (1)\n            :  :  +- BroadcastQueryStage (12), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :     +- BroadcastExchange (11)\n            :  :        +- * HashAggregate (10)\n            :  :           +- ShuffleQueryStage (9), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :  :              +- Exchange (8)\n            :  :                 +- * HashAggregate (7)\n            :  :                    +- Scan csv  (6)\n            :  +- BroadcastQueryStage (20), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :     +- BroadcastExchange (19)\n            :        +- * HashAggregate (18)\n            :           +- ShuffleQueryStage (17), Statistics(sizeInBytes=16.0 B, rowCount=1)\n            :              +- Exchange (16)\n            :                 +- * HashAggregate (15)\n            :                    +- Scan csv  (14)\n            +- BroadcastQueryStage (33), Statistics(sizeInBytes=24.0 B, rowCount=1)\n               +- BroadcastExchange (32)\n                  +- * HashAggregate (31)\n                     +- ShuffleQueryStage (30), Statistics(sizeInBytes=24.0 B, rowCount=1)\n                        +- Exchange (29)\n                           +- * HashAggregate (28)\n                              +- * HashAggregate (27)\n                                 +- AQEShuffleRead (26)\n                                    +- ShuffleQueryStage (25), Statistics(sizeInBytes=264.0 B, rowCount=11)\n                                       +- Exchange (24)\n                                          +- * HashAggregate (23)\n                                             +- Scan csv  (22)\n+- == Initial Plan ==\n   Execute InsertIntoHadoopFsRelationCommand (61)\n   +- WriteFiles (60)\n      +- Project (59)\n         +- BroadcastNestedLoopJoin Cross BuildRight (58)\n            :- BroadcastNestedLoopJoin Cross BuildRight (50)\n            :  :- BroadcastNestedLoopJoin Cross BuildRight (45)\n            :  :  :- HashAggregate (40)\n            :  :  :  +- Exchange (39)\n            :  :  :     +- HashAggregate (38)\n            :  :  :        +- Scan csv  (1)\n            :  :  +- BroadcastExchange (44)\n            :  :     +- HashAggregate (43)\n            :  :        +- Exchange (42)\n            :  :           +- HashAggregate (41)\n            :  :              +- Scan csv  (6)\n            :  +- BroadcastExchange (49)\n            :     +- HashAggregate (48)\n            :        +- Exchange (47)\n            :           +- HashAggregate (46)\n            :              +- Scan csv  (14)\n            +- BroadcastExchange (57)\n               +- HashAggregate (56)\n                  +- Exchange (55)\n                     +- HashAggregate (54)\n                        +- HashAggregate (53)\n                           +- Exchange (52)\n                              +- HashAggregate (51)\n                                 +- Scan csv  (22)\n\n\n(1) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/users.csv]\nReadSchema: struct<>\n\n(2) HashAggregate [codegen id : 1]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(3) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=104]\n\n(4) ShuffleQueryStage\nOutput [1]: [count#88L]\nArguments: 0\n\n(5) HashAggregate [codegen id : 9]\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(6) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/courses.csv]\nReadSchema: struct<>\n\n(7) HashAggregate [codegen id : 2]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(8) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=120]\n\n(9) ShuffleQueryStage\nOutput [1]: [count#90L]\nArguments: 1\n\n(10) HashAggregate [codegen id : 5]\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(11) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=222]\n\n(12) BroadcastQueryStage\nOutput [1]: [total_courses#38L]\nArguments: 4\n\n(13) BroadcastNestedLoopJoin [codegen id : 9]\nJoin type: Cross\nJoin condition: None\n\n(14) Scan csv \nOutput: []\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lessons.csv]\nReadSchema: struct<>\n\n(15) HashAggregate [codegen id : 3]\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(16) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=138]\n\n(17) ShuffleQueryStage\nOutput [1]: [count#92L]\nArguments: 2\n\n(18) HashAggregate [codegen id : 6]\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(19) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=283]\n\n(20) BroadcastQueryStage\nOutput [1]: [total_lessons#41L]\nArguments: 5\n\n(21) BroadcastNestedLoopJoin [codegen id : 9]\nJoin type: Cross\nJoin condition: None\n\n(22) Scan csv \nOutput [1]: [user_id#27L]\nBatched: false\nLocation: InMemoryFileIndex [s3a://apavlovets-bucket/raw/lesson_views.csv]\nReadSchema: struct<user_id:bigint>\n\n(23) HashAggregate [codegen id : 4]\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(24) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=163]\n\n(25) ShuffleQueryStage\nOutput [2]: [user_id#27L, count#94L]\nArguments: 3\n\n(26) AQEShuffleRead\nInput [2]: [user_id#27L, count#94L]\nArguments: coalesced\n\n(27) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(28) HashAggregate [codegen id : 7]\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(29) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=300]\n\n(30) ShuffleQueryStage\nOutput [2]: [count#94L, count#97L]\nArguments: 6\n\n(31) HashAggregate [codegen id : 8]\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(32) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=412]\n\n(33) BroadcastQueryStage\nOutput [2]: [total_views#44L, users_with_views#45L]\nArguments: 7\n\n(34) BroadcastNestedLoopJoin [codegen id : 9]\nJoin type: Cross\nJoin condition: None\n\n(35) Project [codegen id : 9]\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(36) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(37) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(38) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#87L]\nResults [1]: [count#88L]\n\n(39) Exchange\nInput [1]: [count#88L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=74]\n\n(40) HashAggregate\nInput [1]: [count#88L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#34L]\nResults [1]: [count(1)#34L AS total_users#35L]\n\n(41) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#89L]\nResults [1]: [count#90L]\n\n(42) Exchange\nInput [1]: [count#90L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=76]\n\n(43) HashAggregate\nInput [1]: [count#90L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#37L]\nResults [1]: [count(1)#37L AS total_courses#38L]\n\n(44) BroadcastExchange\nInput [1]: [total_courses#38L]\nArguments: IdentityBroadcastMode, [plan_id=79]\n\n(45) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(46) HashAggregate\nInput: []\nKeys: []\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count#91L]\nResults [1]: [count#92L]\n\n(47) Exchange\nInput [1]: [count#92L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=81]\n\n(48) HashAggregate\nInput [1]: [count#92L]\nKeys: []\nFunctions [1]: [count(1)]\nAggregate Attributes [1]: [count(1)#40L]\nResults [1]: [count(1)#40L AS total_lessons#41L]\n\n(49) BroadcastExchange\nInput [1]: [total_lessons#41L]\nArguments: IdentityBroadcastMode, [plan_id=84]\n\n(50) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(51) HashAggregate\nInput [1]: [user_id#27L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [partial_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(52) Exchange\nInput [2]: [user_id#27L, count#94L]\nArguments: hashpartitioning(user_id#27L, 200), ENSURE_REQUIREMENTS, [plan_id=86]\n\n(53) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys [1]: [user_id#27L]\nFunctions [1]: [merge_count(1)]\nAggregate Attributes [1]: [count(1)#43L]\nResults [2]: [user_id#27L, count#94L]\n\n(54) HashAggregate\nInput [2]: [user_id#27L, count#94L]\nKeys: []\nFunctions [2]: [merge_count(1), partial_count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count#94L, count#97L]\n\n(55) Exchange\nInput [2]: [count#94L, count#97L]\nArguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=90]\n\n(56) HashAggregate\nInput [2]: [count#94L, count#97L]\nKeys: []\nFunctions [2]: [count(1), count(distinct user_id#27L)]\nAggregate Attributes [2]: [count(1)#43L, count(user_id#27L)#46L]\nResults [2]: [count(1)#43L AS total_views#44L, count(user_id#27L)#46L AS users_with_views#45L]\n\n(57) BroadcastExchange\nInput [2]: [total_views#44L, users_with_views#45L]\nArguments: IdentityBroadcastMode, [plan_id=93]\n\n(58) BroadcastNestedLoopJoin\nJoin type: Cross\nJoin condition: None\n\n(59) Project\nOutput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]\nInput [5]: [total_users#35L, total_courses#38L, total_lessons#41L, total_views#44L, users_with_views#45L]\n\n(60) WriteFiles\nInput [6]: [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, avg_lessons_per_course#60, avg_views_per_lesson#67]\n\n(61) Execute InsertIntoHadoopFsRelationCommand\nInput: []\nArguments: s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]\n\n(62) AdaptiveSparkPlan\nOutput: []\nArguments: isFinalPlan=true\n\n","sparkPlanInfo":{"nodeName":"AdaptiveSparkPlan","simpleString":"AdaptiveSparkPlan isFinalPlan=true","children":[{"nodeName":"Execute InsertIntoHadoopFsRelationCommand","simpleString":"Execute InsertIntoHadoopFsRelationCommand s3a://apavlovets-bucket/marts/platform_summary.parquet, false, Parquet, [path=s3a://apavlovets-bucket/marts/platform_summary.parquet], Overwrite, [total_users, total_courses, total_lessons, users_with_views, avg_lessons_per_course, avg_views_per_lesson]","children":[{"nodeName":"WriteFiles","simpleString":"WriteFiles","children":[{"nodeName":"WholeStageCodegen (9)","simpleString":"WholeStageCodegen (9)","children":[{"nodeName":"Project","simpleString":"Project [total_users#35L, total_courses#38L, total_lessons#41L, users_with_views#45L, CASE WHEN NOT (total_courses#38L = 0) THEN round((cast(total_lessons#41L as double) / cast(total_courses#38L as double)), 2) END AS avg_lessons_per_course#60, CASE WHEN NOT (total_lessons#41L = 0) THEN round((cast(total_views#44L as double) / cast(total_lessons#41L as double)), 2) END AS avg_views_per_lesson#67]","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"BroadcastNestedLoopJoin","simpleString":"BroadcastNestedLoopJoin BuildRight, Cross","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], 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paths)[s3a://apavlovets-bucket/raw/users.csv]","ReadSchema":"struct<>","Format":"CSV","Batched":"false","PartitionFilters":"[]","PushedFilters":"[]","DataFilters":"[]"},"metrics":[{"name":"number of output rows","accumulatorId":44,"metricType":"sum"},{"name":"number of files read","accumulatorId":45,"metricType":"sum"},{"name":"metadata time","accumulatorId":46,"metricType":"timing"},{"name":"size of files read","accumulatorId":47,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":245,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":246,"metricType":"timing"},{"name":"peak memory","accumulatorId":244,"metricType":"size"},{"name":"number of output rows","accumulatorId":243,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":248,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":247,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":242,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":240,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":234,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":241,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":235,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":232,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":229,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":238,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":231,"metricType":"sum"},{"name":"records read","accumulatorId":228,"metricType":"sum"},{"name":"local bytes read","accumulatorId":226,"metricType":"size"},{"name":"fetch wait time","accumulatorId":227,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":224,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":230,"metricType":"sum"},{"name":"local blocks read","accumulatorId":223,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":233,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":222,"metricType":"sum"},{"name":"data size","accumulatorId":220,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":236,"metricType":"size"},{"name":"number of partitions","accumulatorId":221,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":237,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":225,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":239,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":817,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":818,"metricType":"timing"},{"name":"peak memory","accumulatorId":816,"metricType":"size"},{"name":"number of output rows","accumulatorId":815,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":820,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":819,"metricType":"average"}]},{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 4","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange IdentityBroadcastMode, [plan_id=222]","children":[{"nodeName":"WholeStageCodegen (5)","simpleString":"WholeStageCodegen (5)","children":[{"nodeName":"HashAggregate","simpleString":"HashAggregate(keys=[], functions=[count(1)])","children":[{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"ShuffleQueryStage","simpleString":"ShuffleQueryStage 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read","accumulatorId":88,"metricType":"sum"},{"name":"metadata time","accumulatorId":89,"metricType":"timing"},{"name":"size of files read","accumulatorId":90,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":285,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":286,"metricType":"timing"},{"name":"peak memory","accumulatorId":284,"metricType":"size"},{"name":"number of output rows","accumulatorId":283,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":288,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":287,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":282,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"shuffle records written","accumulatorId":280,"metricType":"sum"},{"name":"local merged chunks fetched","accumulatorId":274,"metricType":"sum"},{"name":"shuffle write time","accumulatorId":281,"metricType":"nsTiming"},{"name":"remote merged bytes read","accumulatorId":275,"metricType":"size"},{"name":"local merged blocks fetched","accumulatorId":272,"metricType":"sum"},{"name":"corrupt merged block chunks","accumulatorId":269,"metricType":"sum"},{"name":"remote merged reqs duration","accumulatorId":278,"metricType":"timing"},{"name":"remote merged blocks fetched","accumulatorId":271,"metricType":"sum"},{"name":"records read","accumulatorId":268,"metricType":"sum"},{"name":"local bytes read","accumulatorId":266,"metricType":"size"},{"name":"fetch wait time","accumulatorId":267,"metricType":"timing"},{"name":"remote bytes read","accumulatorId":264,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":270,"metricType":"sum"},{"name":"local blocks read","accumulatorId":263,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":273,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":262,"metricType":"sum"},{"name":"data size","accumulatorId":260,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":276,"metricType":"size"},{"name":"number of partitions","accumulatorId":261,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":277,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":265,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":279,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":560,"metricType":"size"},{"name":"time in aggregation build","accumulatorId":561,"metricType":"timing"},{"name":"peak memory","accumulatorId":559,"metricType":"size"},{"name":"number of output rows","accumulatorId":558,"metricType":"sum"},{"name":"number of sort fallback tasks","accumulatorId":563,"metricType":"sum"},{"name":"avg hash probes per key","accumulatorId":562,"metricType":"average"}]}],"metadata":{},"metrics":[{"name":"duration","accumulatorId":557,"metricType":"timing"}]}],"metadata":{},"metrics":[{"name":"time to broadcast","accumulatorId":556,"metricType":"timing"},{"name":"time to build","accumulatorId":555,"metricType":"timing"},{"name":"time to collect","accumulatorId":554,"metricType":"timing"},{"name":"number of output rows","accumulatorId":553,"metricType":"sum"},{"name":"data size","accumulatorId":552,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"number of output rows","accumulatorId":814,"metricType":"sum"}]},{"nodeName":"InputAdapter","simpleString":"InputAdapter","children":[{"nodeName":"BroadcastQueryStage","simpleString":"BroadcastQueryStage 5","children":[{"nodeName":"BroadcastExchange","simpleString":"BroadcastExchange IdentityBroadcastMode, [plan_id=283]","children":[{"nodeName":"WholeStageCodegen 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bytes read","accumulatorId":304,"metricType":"size"},{"name":"merged fetch fallback count","accumulatorId":310,"metricType":"sum"},{"name":"local blocks read","accumulatorId":303,"metricType":"sum"},{"name":"remote merged chunks fetched","accumulatorId":313,"metricType":"sum"},{"name":"remote blocks read","accumulatorId":302,"metricType":"sum"},{"name":"data size","accumulatorId":300,"metricType":"size"},{"name":"local merged bytes read","accumulatorId":316,"metricType":"size"},{"name":"number of partitions","accumulatorId":301,"metricType":"sum"},{"name":"remote reqs duration","accumulatorId":317,"metricType":"timing"},{"name":"remote bytes read to disk","accumulatorId":305,"metricType":"size"},{"name":"shuffle bytes written","accumulatorId":319,"metricType":"size"}]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[]}],"metadata":{},"metrics":[{"name":"spill size","accumulatorId":591,"metricType":"size"},{"name":"time in aggregation 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{"Event":"SparkListenerJobEnd","Job ID":8,"Completion Time":1784546412704,"Job Result":{"Result":"JobSucceeded"}}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerDriverAccumUpdates","executionId":0,"accumUpdates":[[805,1],[810,107],[807,1],[808,0],[806,1923]]}
{"Event":"org.apache.spark.sql.execution.ui.SparkListenerSQLExecutionEnd","executionId":0,"time":1784546412818,"errorMessage":""}
{"Event":"SparkListenerApplicationEnd","Timestamp":1784546412820}