digraph G {
subgraph cluster0 {
isCluster="true";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n2 ms (0 ms, 0 ms, 1 ms (stage 41.0: task 431))";
1 [labelType="html" label="<br><b>Project</b><br><br>"];
2 [labelType="html" label="<br><b>SerializeFromObject</b><br><br>"];
3 [labelType="html" label="<br><b>MapElements</b><br><br>"];
4 [labelType="html" label="<br><b>DeserializeToObject</b><br><br>"];
5 [labelType="html" label="<br><b>Project</b><br><br>"];
6 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 4"];
7 [labelType="html" label="<b>Scan ExistingRDD Delta Table State #0 - file:/home/jovyan/spark-warehouse/test.db/fhvhv_trip/_delta_log</b><br><br>number of output rows: 6"];
}
2->1;
3->2;
4->3;
5->4;
6->5;
7->6;
}
8
Project [path#3193, partitionValues#3194, size#3195L, modificationTime#3196L, dataChange#3197, null AS stats#3216, tags#3199, deletionVector#3200, baseRowId#3201L, defaultRowCommitVersion#3202L, clusteringProvider#3203]
SerializeFromObject [staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).path, true, false, true) AS path#3193, externalmaptocatalyst(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -1), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -1), StringType, ObjectType(class java.lang.String)), true, false, true), lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -2), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -2), StringType, ObjectType(class java.lang.String)), true, false, true), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).partitionValues) AS partitionValues#3194, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).size AS size#3195L, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).modificationTime AS modificationTime#3196L, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).dataChange AS dataChange#3197, externalmaptocatalyst(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -3), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -3), StringType, ObjectType(class java.lang.String)), true, false, true), lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -4), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -4), StringType, ObjectType(class java.lang.String)), true, false, true), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).tags) AS tags#3199, if (isnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector)) null else named_struct(storageType, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).storageType, true, false, true), pathOrInlineDv, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).pathOrInlineDv, true, false, true), offset, unwrapoption(IntegerType, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).offset), sizeInBytes, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).sizeInBytes, cardinality, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).cardinality, maxRowIndex, unwrapoption(LongType, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).maxRowIndex)) AS deletionVector#3200, unwrapoption(LongType, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).baseRowId) AS baseRowId#3201L, unwrapoption(LongType, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).defaultRowCommitVersion) AS defaultRowCommitVersion#3202L, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, unwrapoption(ObjectType(class java.lang.String), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).clusteringProvider), true, false, true) AS clusteringProvider#3203]
MapElements org.apache.spark.sql.Dataset$$Lambda$4933/0x0000000841c25840@426e6b96, obj#3192: org.apache.spark.sql.delta.actions.AddFile
DeserializeToObject newInstance(class scala.Tuple1), obj#3191: scala.Tuple1
Project [add#2707]
Filter isnotnull(add#2707)
Scan ExistingRDD Delta Table State #0 - file:/home/jovyan/spark-warehouse/test.db/fhvhv_trip/_delta_log[txn#2706,add#2707,remove#2708,metaData#2709,protocol#2710,cdc#2711,checkpointMetadata#2712,sidecar#2713,domainMetadata#2714,commitInfo#2715]
WholeStageCodegen (1)
== Physical Plan ==
* Project (7)
+- * SerializeFromObject (6)
+- * MapElements (5)
+- * DeserializeToObject (4)
+- * Project (3)
+- * Filter (2)
+- * Scan ExistingRDD Delta Table State #0 - file:/home/jovyan/spark-warehouse/test.db/fhvhv_trip/_delta_log (1)
(1) Scan ExistingRDD Delta Table State #0 - file:/home/jovyan/spark-warehouse/test.db/fhvhv_trip/_delta_log [codegen id : 1]
Output [10]: [txn#2706, add#2707, remove#2708, metaData#2709, protocol#2710, cdc#2711, checkpointMetadata#2712, sidecar#2713, domainMetadata#2714, commitInfo#2715]
Arguments: [txn#2706, add#2707, remove#2708, metaData#2709, protocol#2710, cdc#2711, checkpointMetadata#2712, sidecar#2713, domainMetadata#2714, commitInfo#2715], Delta Table State #0 - file:/home/jovyan/spark-warehouse/test.db/fhvhv_trip/_delta_log MapPartitionsRDD[81] at Spark Connect - session_id: "58d45445-3af3-4104-9739-56b4041ec0f9"
plan {
command {
sql_command {
sql: "select hvfhs_license_num,..., ExistingRDD, UnknownPartitioning(0)
(2) Filter [codegen id : 1]
Input [10]: [txn#2706, add#2707, remove#2708, metaData#2709, protocol#2710, cdc#2711, checkpointMetadata#2712, sidecar#2713, domainMetadata#2714, commitInfo#2715]
Condition : isnotnull(add#2707)
(3) Project [codegen id : 1]
Output [1]: [add#2707]
Input [10]: [txn#2706, add#2707, remove#2708, metaData#2709, protocol#2710, cdc#2711, checkpointMetadata#2712, sidecar#2713, domainMetadata#2714, commitInfo#2715]
(4) DeserializeToObject [codegen id : 1]
Input [1]: [add#2707]
Arguments: newInstance(class scala.Tuple1), obj#3191: scala.Tuple1
(5) MapElements [codegen id : 1]
Input [1]: [obj#3191]
Arguments: org.apache.spark.sql.Dataset$$Lambda$4933/0x0000000841c25840@426e6b96, obj#3192: org.apache.spark.sql.delta.actions.AddFile
(6) SerializeFromObject [codegen id : 1]
Input [1]: [obj#3192]
Arguments: [staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).path, true, false, true) AS path#3193, externalmaptocatalyst(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -1), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -1), StringType, ObjectType(class java.lang.String)), true, false, true), lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -2), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -2), StringType, ObjectType(class java.lang.String)), true, false, true), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).partitionValues) AS partitionValues#3194, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).size AS size#3195L, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).modificationTime AS modificationTime#3196L, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).dataChange AS dataChange#3197, externalmaptocatalyst(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -3), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_key, ObjectType(class java.lang.Object), true, -3), StringType, ObjectType(class java.lang.String)), true, false, true), lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -4), staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(lambdavariable(ExternalMapToCatalyst_value, ObjectType(class java.lang.Object), true, -4), StringType, ObjectType(class java.lang.String)), true, false, true), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).tags) AS tags#3199, if (isnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector)) null else named_struct(storageType, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).storageType, true, false, true), pathOrInlineDv, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).pathOrInlineDv, true, false, true), offset, unwrapoption(IntegerType, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).offset), sizeInBytes, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).sizeInBytes, cardinality, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).cardinality, maxRowIndex, unwrapoption(LongType, knownnotnull(knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).deletionVector).maxRowIndex)) AS deletionVector#3200, unwrapoption(LongType, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).baseRowId) AS baseRowId#3201L, unwrapoption(LongType, knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).defaultRowCommitVersion) AS defaultRowCommitVersion#3202L, staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, unwrapoption(ObjectType(class java.lang.String), knownnotnull(assertnotnull(input[0, org.apache.spark.sql.delta.actions.AddFile, true])).clusteringProvider), true, false, true) AS clusteringProvider#3203]
(7) Project [codegen id : 1]
Output [11]: [path#3193, partitionValues#3194, size#3195L, modificationTime#3196L, dataChange#3197, null AS stats#3216, tags#3199, deletionVector#3200, baseRowId#3201L, defaultRowCommitVersion#3202L, clusteringProvider#3203]
Input [10]: [path#3193, partitionValues#3194, size#3195L, modificationTime#3196L, dataChange#3197, tags#3199, deletionVector#3200, baseRowId#3201L, defaultRowCommitVersion#3202L, clusteringProvider#3203]