digraph G {
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1 [labelType="html" label="<br><b>WriteFiles</b><br><br>"];
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3 [labelType="html" label="<b>Sort</b><br><br>sort time total (min, med, max (stageId: taskId))<br>0 ms (0 ms, 0 ms, 0 ms (stage 147.0: task 456))<br>peak memory total (min, med, max (stageId: taskId))<br>512.0 KiB (64.0 KiB, 64.0 KiB, 64.0 KiB (stage 147.0: task 456))<br>spill size total (min, med, max (stageId: taskId))<br>0.0 B (0.0 B, 0.0 B, 0.0 B (stage 147.0: task 456))"];
4 [labelType="html" label="<br><b>Project</b><br><br>"];
5 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 0"];
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1->0;
3->1;
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7
Execute InsertIntoHadoopFsRelationCommand s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data, false, [year#2748, month#2749], Parquet, [__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#2748 ASC NULLS FIRST, month#2749 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#2748, month(cast(started_at#19 as date)) AS month#2749]
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))) AND (started_at#19 >= 2026-06-01 00:00:00)) AND (started_at#19 < 2026-07-01 00:00:00))
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), GreaterThanOrEqual(started_at,2026-06-01 00:00:00.0), LessThan(started_at,2026-07-01 00:00:00.0)]
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))) AND (started_at#19 >= 2026-06-01 00:00:00)) AND (started_at#19 < 2026-07-01 00:00:00))
(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#2748, month(cast(started_at#19 as date)) AS month#2749]
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#2748, month#2749]
Arguments: [year#2748 ASC NULLS FIRST, month#2749 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#2748, month#2749]
(6) Execute InsertIntoHadoopFsRelationCommand
Input: []
Arguments: s3a://rzvde-g9-chernyshev-miron/raw_valid/citibike_data, false, [year#2748, month#2749], Parquet, [__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]