digraph G {
0 [labelType="html" label="<b>Execute InsertIntoHadoopFsRelationCommand</b><br><br>task commit time total (min, med, max (stageId: taskId))<br>8.9 s (711 ms, 1.2 s, 1.4 s (stage 141.0: task 414))<br>number of written files: 13<br>job commit time: 13.3 s<br>number of output rows: 4,842,909<br>number of dynamic part: 2<br>written output: 211.9 MiB"];
1 [labelType="html" label="<br><b>WriteFiles</b><br><br>"];
subgraph cluster2 {
isCluster="true";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n1.2 m (3.5 s, 8.7 s, 12.5 s (stage 141.0: task 408))";
3 [labelType="html" label="<b>Sort</b><br><br>sort time total (min, med, max (stageId: taskId))<br>333 ms (17 ms, 47 ms, 66 ms (stage 141.0: task 408))<br>peak memory total (min, med, max (stageId: taskId))<br>1240.0 MiB (72.0 MiB, 176.0 MiB, 176.0 MiB (stage 141.0: task 408))<br>spill size total (min, med, max (stageId: taskId))<br>0.0 B (0.0 B, 0.0 B, 0.0 B (stage 141.0: task 408))"];
4 [labelType="html" label="<br><b>Project</b><br><br>"];
5 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 4,842,909"];
}
6 [labelType="html" label="<b>Scan csv </b><br><br>number of output rows: 4,965,138<br>number of files read: 5<br>metadata time total (min, med, max (stageId: taskId))<br>0 ms (0 ms, 0 ms, 0 ms (stage 141.0: task 408))<br>size of files read total (min, med, max (stageId: taskId))<br>928.8 MiB (0.0 B, 0.0 B, 928.8 MiB (driver))"];
1->0;
3->1;
4->3;
5->4;
6->5;
}
7
Execute InsertIntoHadoopFsRelationCommand s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data, false, [year#2527, month#2528], Parquet, [partitionOverwriteMode=dynamic, __partition_columns=["year","month"], path=s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data/], Overwrite, [ride_id, rideable_type, started_at, ended_at, start_station_name, start_station_id, end_station_name, end_station_id, start_lat, start_lng, end_lat, end_lng, member_casual, year, month]
WriteFiles
Sort [year#2527 ASC NULLS FIRST, month#2528 ASC NULLS FIRST], false, 0
Project [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, cast(start_station_id#22 as float) AS start_station_id#1654, end_station_name#23, cast(end_station_id#24 as float) AS end_station_id#1656, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29, year(cast(started_at#19 as date)) AS year#2527, month(cast(started_at#19 as date)) AS month#2528]
Filter ((((((isnotnull(ended_at#20) AND isnotnull(started_at#19)) AND isnotnull(end_station_id#24)) AND isnotnull(start_station_id#22)) AND isnotnull(ride_id#17)) AND (ended_at#20 > started_at#19)) AND NOT (cast(end_station_id#24 as float) = cast(start_station_id#22 as float)))
WholeStageCodegen (1)
FileScan csv [ride_id#17,rideable_type#18,started_at#19,ended_at#20,start_station_name#21,start_station_id#22,end_station_name#23,end_station_id#24,start_lat#25,start_lng#26,end_lat#27,end_lng#28,member_casual#29] Batched: false, DataFilters: [isnotnull(ended_at#20), isnotnull(started_at#19), isnotnull(end_station_id#24), isnotnull(start_..., Format: CSV, Location: InMemoryFileIndex(5 paths)[s3a://rzvde-g9-chernyshev-miron/raw/citibike_data/202507/202507-citibi..., PartitionFilters: [], PushedFilters: [IsNotNull(ended_at), IsNotNull(started_at), IsNotNull(end_station_id), IsNotNull(start_station_i..., ReadSchema: struct<ride_id:string,rideable_type:string,started_at:timestamp,ended_at:timestamp,start_station_...
== Physical Plan ==
Execute InsertIntoHadoopFsRelationCommand (6)
+- WriteFiles (5)
+- * Sort (4)
+- * Project (3)
+- * Filter (2)
+- Scan csv (1)
(1) Scan csv
Output [13]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, start_station_id#22, end_station_name#23, end_station_id#24, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29]
Batched: false
Location: InMemoryFileIndex [s3a://rzvde-g9-chernyshev-miron/raw/citibike_data/202507/202507-citibike-tripdata-part00.csv, ... 4 entries]
PushedFilters: [IsNotNull(ended_at), IsNotNull(started_at), IsNotNull(end_station_id), IsNotNull(start_station_id), IsNotNull(ride_id)]
ReadSchema: struct<ride_id:string,rideable_type:string,started_at:timestamp,ended_at:timestamp,start_station_name:string,start_station_id:string,end_station_name:string,end_station_id:string,start_lat:double,start_lng:double,end_lat:double,end_lng:double,member_casual:string>
(2) Filter [codegen id : 1]
Input [13]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, start_station_id#22, end_station_name#23, end_station_id#24, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29]
Condition : ((((((isnotnull(ended_at#20) AND isnotnull(started_at#19)) AND isnotnull(end_station_id#24)) AND isnotnull(start_station_id#22)) AND isnotnull(ride_id#17)) AND (ended_at#20 > started_at#19)) AND NOT (cast(end_station_id#24 as float) = cast(start_station_id#22 as float)))
(3) Project [codegen id : 1]
Output [15]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, cast(start_station_id#22 as float) AS start_station_id#1654, end_station_name#23, cast(end_station_id#24 as float) AS end_station_id#1656, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29, year(cast(started_at#19 as date)) AS year#2527, month(cast(started_at#19 as date)) AS month#2528]
Input [13]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, start_station_id#22, end_station_name#23, end_station_id#24, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29]
(4) Sort [codegen id : 1]
Input [15]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, start_station_id#1654, end_station_name#23, end_station_id#1656, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29, year#2527, month#2528]
Arguments: [year#2527 ASC NULLS FIRST, month#2528 ASC NULLS FIRST], false, 0
(5) WriteFiles
Input [15]: [ride_id#17, rideable_type#18, started_at#19, ended_at#20, start_station_name#21, start_station_id#1654, end_station_name#23, end_station_id#1656, start_lat#25, start_lng#26, end_lat#27, end_lng#28, member_casual#29, year#2527, month#2528]
(6) Execute InsertIntoHadoopFsRelationCommand
Input: []
Arguments: s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data, false, [year#2527, month#2528], Parquet, [partitionOverwriteMode=dynamic, __partition_columns=["year","month"], path=s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data/], Overwrite, [ride_id, rideable_type, started_at, ended_at, start_station_name, start_station_id, end_station_name, end_station_id, start_lat, start_lng, end_lat, end_lng, member_casual, year, month]