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Comments (14)

gengliangwang avatar gengliangwang commented on June 26, 2024 2

I hit the same issue. I was following the commands in README.
Turn out that I was using https://github.com/gregrahn/tpcds-kit.git, instead of https://github.com/databricks/tpcds-kit.git
I have just created a PR for this: databricks/tpcds-kit#4
@hahasdnu1029 Using https://github.com/databricks/tpcds-kit.git should resolve your issue.

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

Hi @hahasdnu1029
Could you provide more reproduction information as to what are you doing precisely to get this error?

from spark-sql-perf.

hahasdnu1029 avatar hahasdnu1029 commented on June 26, 2024

Hi@juliuszsompolski
I use spark - SQL - perf to test spark SQL as follows:
Running in spark-shell(spark version2.2.0,scala version 2.11.8,java version 1.8)
1、./spark-shell --jars /home/sparktest/spark-sql-perf.jar --num-executors 20 --executor-cores 2 --executor-memory 8G --master spark://hw080:7077
park context available as 'sc' (master = spark://hw080:7077, app id = app-20180224104430-0002).
Spark session available as 'spark'.
Welcome to
____ __
/ / ___ / /
\ / _ / _ `/ __/ '/
/
/ .__/_,// //_\ version 2.2.0
/
/

Using Scala version 2.11.8 (Java HotSpot(TM) 64-Bit Server VM, Java 1.8.0_161)
Type in expressions to have them evaluated.
Type :help for more information.
scala> val sqlContext=new org.apache.spark.sql.SQLContext(sc)
warning: there was one deprecation warning; re-run with -deprecation for details
sqlContext: org.apache.spark.sql.SQLContext = org.apache.spark.sql.SQLContext@1caff0db

scala> import sqlContext.implicits._
import sqlContext.implicits._

scala> import com.databricks.spark.sql.perf.tpcds.TPCDSTables
import com.databricks.spark.sql.perf.tpcds.TPCDSTables

scala> val tables=new TPCDSTables(sqlContext,"/home/sparktest/tpcds-kit/tools","1",false,false)
tables: com.databricks.spark.sql.perf.tpcds.TPCDSTables = com.databricks.spark.sql.perf.tpcds.TPCDSTables@5901757

scala> tables.genData("hdfs://hw080:9000/tpctest","parquet",true,true,true,false,"",100)
Pre-clustering with partitioning columns with query
SELECT
cs_sold_date_sk,cs_sold_time_sk,cs_ship_date_sk,cs_bill_customer_sk,cs_bill_cdemo_sk,cs_bill_hdemo_sk,cs_bill_addr_sk,cs_ship_customer_sk,cs_ship_cdemo_sk,cs_ship_hdemo_sk,cs_ship_addr_sk,c
s_call_center_sk,cs_catalog_page_sk,cs_ship_mode_sk,cs_warehouse_sk,cs_item_sk,cs_promo_sk,cs_order_number,cs_quantity,cs_wholesale_cost,cs_list_price,cs_sales_price,cs_ext_discount_amt,cs_ext_sales_price,cs_ext_wholesale_cost,cs_ext_list_price,cs_ext_tax,cs_coupon_amt,cs_ext_ship_cost,cs_net_paid,cs_net_paid_inc_tax,cs_net_paid_inc_ship,cs_net_paid_inc_ship_tax,cs_net_profitFROM
catalog_sales_text

DISTRIBUTE BY
cs_sold_date_sk
.
Generating table catalog_sales in database to hdfs://hw080:9000/tpctest/catalog_sales with save mode Overwrite.
18/02/24 10:50:49 WARN TaskSetManager: Lost task 9.0 in stage 2.0 (TID 61, 172.18.11.80, executor 5): java.lang.RuntimeException: Error while encoding: java.lang.ArrayIndexOutOfBoundsExceptio
n: 0if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, cs_sold_date_sk), StringType), true) AS cs_sold_date_sk#313if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, cs_sold_time_sk), StringType), true) AS cs_sold_time_sk#314if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, cs_ship_date_sk), StringType), true) AS cs_ship_date_sk#315if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, cs_bill_customer_sk), StringType), true) AS cs_bill_customer_sk#316if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, cs_bill_cdemo_sk), StringType), true) AS cs_bill_cdemo_sk#317if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, cs_bill_hdemo_sk), StringType), true) AS cs_bill_hdemo_sk#318if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 6, cs_bill_addr_sk), StringType), true) AS cs_bill_addr_sk#319if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 7, cs_ship_customer_sk), StringType), true) AS cs_ship_customer_sk#320if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 8, cs_ship_cdemo_sk), StringType), true) AS cs_ship_cdemo_sk#321if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 9, cs_ship_hdemo_sk), StringType), true) AS cs_ship_hdemo_sk#322if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 10, cs_ship_addr_sk), StringType), true) AS cs_ship_addr_sk#323if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 11, cs_call_center_sk), StringType), true) AS cs_call_center_sk#324if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 12, cs_catalog_page_sk), StringType), true) AS cs_catalog_page_sk#325if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 13, cs_ship_mode_sk), StringType), true) AS cs_ship_mode_sk#326if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 14, cs_warehouse_sk), StringType), true) AS cs_warehouse_sk#327if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 15, cs_item_sk), StringType), true) AS cs_item_sk#328if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 16, cs_promo_sk), StringType), true) AS cs_promo_sk#329if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 17, cs_order_number), StringType), true) AS cs_order_number#330if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 18, cs_quantity), StringType), true) AS cs_quantity#331if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 19, cs_wholesale_cost), StringType), true) AS cs_wholesale_cost#332if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 20, cs_list_price), StringType), true) AS cs_list_price#333if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 21, cs_sales_price), StringType), true) AS cs_sales_price#334if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 22, cs_ext_discount_amt), StringType), true) AS cs_ext_discount_amt#335if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 23, cs_ext_sales_price), StringType), true) AS cs_ext_sales_price#336if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 24, cs_ext_wholesale_cost), StringType), true) AS cs_ext_wholesale_cost#337if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 25, cs_ext_list_price), StringType), true) AS cs_ext_list_price#338if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 26, cs_ext_tax), StringType), true) AS cs_ext_tax#339if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 27, cs_coupon_amt), StringType), true) AS cs_coupon_amt#340if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 28, cs_ext_ship_cost), StringType), true) AS cs_ext_ship_cost#341if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 29, cs_net_paid), StringType), true) AS cs_net_paid#342if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 30, cs_net_paid_inc_tax), StringType), true) AS cs_net_paid_inc_tax#343if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 31, cs_net_paid_inc_ship), StringType), true) AS cs_net_paid_inc_ship#344if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346 at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:335)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more

18/02/24 10:50:49 ERROR TaskSetManager: Task 0 in stage 2.0 failed 4 times; aborting job
18/02/24 10:50:49 ERROR FileFormatWriter: Aborting job null.
org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 2.0 failed 4 times, most recent failure: Lost task 0.3 in stage 2.0 (TID 100, 172.18.11.80, executor 4): jav
a.lang.RuntimeException: Error while encoding: java.lang.ArrayIndexOutOfBoundsException: 0if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, cs_sold_date_sk), StringType), true) AS cs_sold_date_sk#313if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, cs_sold_time_sk), StringType), true) AS cs_sold_time_sk#314if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, cs_ship_date_sk), StringType), true) AS cs_ship_date_sk#315if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, cs_bill_customer_sk), StringType), true) AS cs_bill_customer_sk#316if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, cs_bill_cdemo_sk), StringType), true) AS cs_bill_cdemo_sk#317if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, cs_bill_hdemo_sk), StringType), true) AS cs_bill_hdemo_sk#318if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 6, cs_bill_addr_sk), StringType), true) AS cs_bill_addr_sk#319if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 7, cs_ship_customer_sk), StringType), true) AS cs_ship_customer_sk#320if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 8, cs_ship_cdemo_sk), StringType), true) AS cs_ship_cdemo_sk#321if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 9, cs_ship_hdemo_sk), StringType), true) AS cs_ship_hdemo_sk#322if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 10, cs_ship_addr_sk), StringType), true) AS cs_ship_addr_sk#323if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 11, cs_call_center_sk), StringType), true) AS cs_call_center_sk#324if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 12, cs_catalog_page_sk), StringType), true) AS cs_catalog_page_sk#325if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 13, cs_ship_mode_sk), StringType), true) AS cs_ship_mode_sk#326if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 14, cs_warehouse_sk), StringType), true) AS cs_warehouse_sk#327if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 15, cs_item_sk), StringType), true) AS cs_item_sk#328if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 16, cs_promo_sk), StringType), true) AS cs_promo_sk#329if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 17, cs_order_number), StringType), true) AS cs_order_number#330if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 18, cs_quantity), StringType), true) AS cs_quantity#331if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 19, cs_wholesale_cost), StringType), true) AS cs_wholesale_cost#332if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 20, cs_list_price), StringType), true) AS cs_list_price#333if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 21, cs_sales_price), StringType), true) AS cs_sales_price#334if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 22, cs_ext_discount_amt), StringType), true) AS cs_ext_discount_amt#335if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 23, cs_ext_sales_price), StringType), true) AS cs_ext_sales_price#336if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 24, cs_ext_wholesale_cost), StringType), true) AS cs_ext_wholesale_cost#337if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 25, cs_ext_list_price), StringType), true) AS cs_ext_list_price#338if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 26, cs_ext_tax), StringType), true) AS cs_ext_tax#339if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 27, cs_coupon_amt), StringType), true) AS cs_coupon_amt#340if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 28, cs_ext_ship_cost), StringType), true) AS cs_ext_ship_cost#341if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 29, cs_net_paid), StringType), true) AS cs_net_paid#342if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 30, cs_net_paid_inc_tax), StringType), true) AS cs_net_paid_inc_tax#343if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 31, cs_net_paid_inc_ship), StringType), true) AS cs_net_paid_inc_ship#344if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346 at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:335)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more

Driver stacktrace:
at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1499)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1487)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1486)
at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)
at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48)
at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1486)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:814)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:814)
at scala.Option.foreach(Option.scala:257)
at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:814)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1714)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1669)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1658)
at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:630)
at org.apache.spark.SparkContext.runJob(SparkContext.scala:2022)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply$mcV$sp(FileFormatWriter.scala:188)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:65)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:145)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:58)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:56)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.doExecute(commands.scala:74)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$executeQuery$1.apply(SparkPlan.scala:138)
at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:135)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:116)
at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:92)
at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:92)
at org.apache.spark.sql.execution.datasources.DataSource.writeInFileFormat(DataSource.scala:438)
at org.apache.spark.sql.execution.datasources.DataSource.write(DataSource.scala:474)
at org.apache.spark.sql.execution.datasources.SaveIntoDataSourceCommand.run(SaveIntoDataSourceCommand.scala:48)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:58)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:56)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.doExecute(commands.scala:74)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$executeQuery$1.apply(SparkPlan.scala:138)
at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:135)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:116)
at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:92)
at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:92)
at org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:610)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:233)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:217)
at com.databricks.spark.sql.perf.Tables$Table.genData(Tables.scala:227)
at com.databricks.spark.sql.perf.Tables$$anonfun$genData$2.apply(Tables.scala:294)
at com.databricks.spark.sql.perf.Tables$$anonfun$genData$2.apply(Tables.scala:292)
at scala.collection.immutable.List.foreach(List.scala:381)
at com.databricks.spark.sql.perf.Tables.genData(Tables.scala:292)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:39)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:44)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:46)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:48)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:50)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw.(:52)
at $line34.$read$$iw$$iw$$iw$$iw$$iw$$iw.(:54)
at $line34.$read$$iw$$iw$$iw$$iw$$iw.(:56)
at $line34.$read$$iw$$iw$$iw$$iw.(:58)
at $line34.$read$$iw$$iw$$iw.(:60)
at $line34.$read$$iw$$iw.(:62)
at $line34.$read$$iw.(:64)
at $line34.$read.(:66)
at $line34.$read$.(:70)
at $line34.$read$.()
at $line34.$eval$.$print$lzycompute(:7)
at $line34.$eval$.$print(:6)
at $line34.$eval.$print()
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at scala.tools.nsc.interpreter.IMain$ReadEvalPrint.call(IMain.scala:786)
at scala.tools.nsc.interpreter.IMain$Request.loadAndRun(IMain.scala:1047)
at scala.tools.nsc.interpreter.IMain$WrappedRequest$$anonfun$loadAndRunReq$1.apply(IMain.scala:638)
at scala.tools.nsc.interpreter.IMain$WrappedRequest$$anonfun$loadAndRunReq$1.apply(IMain.scala:637)
at scala.reflect.internal.util.ScalaClassLoader$class.asContext(ScalaClassLoader.scala:31)
at scala.reflect.internal.util.AbstractFileClassLoader.asContext(AbstractFileClassLoader.scala:19)
at scala.tools.nsc.interpreter.IMain$WrappedRequest.loadAndRunReq(IMain.scala:637)
at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:569)
at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:565)
at scala.tools.nsc.interpreter.ILoop.interpretStartingWith(ILoop.scala:807)
at scala.tools.nsc.interpreter.ILoop.command(ILoop.scala:681)
at scala.tools.nsc.interpreter.ILoop.processLine(ILoop.scala:395)
at scala.tools.nsc.interpreter.ILoop.loop(ILoop.scala:415)
at scala.tools.nsc.interpreter.ILoop$$anonfun$process$1.apply$mcZ$sp(ILoop.scala:923)
at scala.tools.nsc.interpreter.ILoop$$anonfun$process$1.apply(ILoop.scala:909)
at scala.tools.nsc.interpreter.ILoop$$anonfun$process$1.apply(ILoop.scala:909)
at scala.reflect.internal.util.ScalaClassLoader$.savingContextLoader(ScalaClassLoader.scala:97)
at scala.tools.nsc.interpreter.ILoop.process(ILoop.scala:909)
at org.apache.spark.repl.Main$.doMain(Main.scala:70)
at org.apache.spark.repl.Main$.main(Main.scala:53)
at org.apache.spark.repl.Main.main(Main.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:755)
at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:180)
at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:205)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:119)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
Caused by: java.lang.RuntimeException: Error while encoding: java.lang.ArrayIndexOutOfBoundsException: 0
if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, cs_sold_date_sk), StringType), true) AS cs_sold_date_sk#313if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, cs_sold_time_sk), StringType), true) AS cs_sold_time_sk#314if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, cs_ship_date_sk), StringType), true) AS cs_ship_date_sk#315if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, cs_bill_customer_sk), StringType), true) AS cs_bill_customer_sk#316if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, cs_bill_cdemo_sk), StringType), true) AS cs_bill_cdemo_sk#317if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, cs_bill_hdemo_sk), StringType), true) AS cs_bill_hdemo_sk#318if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 6, cs_bill_addr_sk), StringType), true) AS cs_bill_addr_sk#319if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 7, cs_ship_customer_sk), StringType), true) AS cs_ship_customer_sk#320if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 8, cs_ship_cdemo_sk), StringType), true) AS cs_ship_cdemo_sk#321if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 9, cs_ship_hdemo_sk), StringType), true) AS cs_ship_hdemo_sk#322if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 10, cs_ship_addr_sk), StringType), true) AS cs_ship_addr_sk#323if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 11, cs_call_center_sk), StringType), true) AS cs_call_center_sk#324if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 12, cs_catalog_page_sk), StringType), true) AS cs_catalog_page_sk#325if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 13, cs_ship_mode_sk), StringType), true) AS cs_ship_mode_sk#326if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 14, cs_warehouse_sk), StringType), true) AS cs_warehouse_sk#327if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 15, cs_item_sk), StringType), true) AS cs_item_sk#328if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 16, cs_promo_sk), StringType), true) AS cs_promo_sk#329if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 17, cs_order_number), StringType), true) AS cs_order_number#330if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 18, cs_quantity), StringType), true) AS cs_quantity#331if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 19, cs_wholesale_cost), StringType), true) AS cs_wholesale_cost#332if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 20, cs_list_price), StringType), true) AS cs_list_price#333if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 21, cs_sales_price), StringType), true) AS cs_sales_price#334if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 22, cs_ext_discount_amt), StringType), true) AS cs_ext_discount_amt#335if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 23, cs_ext_sales_price), StringType), true) AS cs_ext_sales_price#336if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 24, cs_ext_wholesale_cost), StringType), true) AS cs_ext_wholesale_cost#337if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 25, cs_ext_list_price), StringType), true) AS cs_ext_list_price#338if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 26, cs_ext_tax), StringType), true) AS cs_ext_tax#339if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 27, cs_coupon_amt), StringType), true) AS cs_coupon_amt#340if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 28, cs_ext_ship_cost), StringType), true) AS cs_ext_ship_cost#341if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 29, cs_net_paid), StringType), true) AS cs_net_paid#342if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 30, cs_net_paid_inc_tax), StringType), true) AS cs_net_paid_inc_tax#343if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 31, cs_net_paid_inc_ship), StringType), true) AS cs_net_paid_inc_ship#344if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346 at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:335)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more
18/02/24 10:50:49 WARN TaskSetManager: Lost task 18.2 in stage 2.0 (TID 116, 172.18.11.80, executor 4): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 11.3 in stage 2.0 (TID 117, 172.18.11.83, executor 0): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 1.2 in stage 2.0 (TID 101, 172.18.11.80, executor 4): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 9.3 in stage 2.0 (TID 104, 172.18.11.83, executor 2): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 13.2 in stage 2.0 (TID 105, 172.18.11.83, executor 2): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 15.1 in stage 2.0 (TID 108, 172.18.11.80, executor 3): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 17.2 in stage 2.0 (TID 111, 172.18.11.83, executor 1): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 12.2 in stage 2.0 (TID 106, 172.18.11.80, executor 5): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 19.2 in stage 2.0 (TID 109, 172.18.11.80, executor 5): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 8.2 in stage 2.0 (TID 107, 172.18.11.166, executor 7): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 3.3 in stage 2.0 (TID 114, 172.18.11.166, executor 6): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 20.2 in stage 2.0 (TID 113, 172.18.11.166, executor 6): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 4.3 in stage 2.0 (TID 110, 172.18.11.166, executor 7): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 16.3 in stage 2.0 (TID 115, 172.18.11.166, executor 8): TaskKilled (stage cancelled)
18/02/24 10:50:49 WARN TaskSetManager: Lost task 6.2 in stage 2.0 (TID 112, 172.18.11.166, executor 8): TaskKilled (stage cancelled)
org.apache.spark.SparkException: Job aborted.
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply$mcV$sp(FileFormatWriter.scala:215)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:65)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$.write(FileFormatWriter.scala:173)
at org.apache.spark.sql.execution.datasources.InsertIntoHadoopFsRelationCommand.run(InsertIntoHadoopFsRelationCommand.scala:145)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:58)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:56)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.doExecute(commands.scala:74)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$executeQuery$1.apply(SparkPlan.scala:138)
at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:135)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:116)
at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:92)
at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:92)
at org.apache.spark.sql.execution.datasources.DataSource.writeInFileFormat(DataSource.scala:438)
at org.apache.spark.sql.execution.datasources.DataSource.write(DataSource.scala:474)
at org.apache.spark.sql.execution.datasources.SaveIntoDataSourceCommand.run(SaveIntoDataSourceCommand.scala:48)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:58)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:56)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.doExecute(commands.scala:74)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:117)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$executeQuery$1.apply(SparkPlan.scala:138)
at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:135)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:116)
at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:92)
at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:92)
at org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:610)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:233)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:217)
at com.databricks.spark.sql.perf.Tables$Table.genData(Tables.scala:227)
at com.databricks.spark.sql.perf.Tables$$anonfun$genData$2.apply(Tables.scala:294)
at com.databricks.spark.sql.perf.Tables$$anonfun$genData$2.apply(Tables.scala:292)
at scala.collection.immutable.List.foreach(List.scala:381)
at com.databricks.spark.sql.perf.Tables.genData(Tables.scala:292)
... 52 elided
Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 2.0 failed 4 times, most recent failure: Lost task 0.3 in stage 2.0 (TID 100, 172.18.11.80, execu
tor 4): java.lang.RuntimeException: Error while encoding: java.lang.ArrayIndexOutOfBoundsException: 0if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, cs_sold_date_sk), StringType), true) AS cs_sold_date_sk#313if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, cs_sold_time_sk), StringType), true) AS cs_sold_time_sk#314if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, cs_ship_date_sk), StringType), true) AS cs_ship_date_sk#315if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, cs_bill_customer_sk), StringType), true) AS cs_bill_customer_sk#316if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, cs_bill_cdemo_sk), StringType), true) AS cs_bill_cdemo_sk#317if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, cs_bill_hdemo_sk), StringType), true) AS cs_bill_hdemo_sk#318if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 6, cs_bill_addr_sk), StringType), true) AS cs_bill_addr_sk#319if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 7, cs_ship_customer_sk), StringType), true) AS cs_ship_customer_sk#320if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 8, cs_ship_cdemo_sk), StringType), true) AS cs_ship_cdemo_sk#321if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 9, cs_ship_hdemo_sk), StringType), true) AS cs_ship_hdemo_sk#322if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 10, cs_ship_addr_sk), StringType), true) AS cs_ship_addr_sk#323if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 11, cs_call_center_sk), StringType), true) AS cs_call_center_sk#324if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 12, cs_catalog_page_sk), StringType), true) AS cs_catalog_page_sk#325if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 13, cs_ship_mode_sk), StringType), true) AS cs_ship_mode_sk#326if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 14, cs_warehouse_sk), StringType), true) AS cs_warehouse_sk#327if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 15, cs_item_sk), StringType), true) AS cs_item_sk#328if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 16, cs_promo_sk), StringType), true) AS cs_promo_sk#329if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 17, cs_order_number), StringType), true) AS cs_order_number#330if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 18, cs_quantity), StringType), true) AS cs_quantity#331if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 19, cs_wholesale_cost), StringType), true) AS cs_wholesale_cost#332if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 20, cs_list_price), StringType), true) AS cs_list_price#333if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 21, cs_sales_price), StringType), true) AS cs_sales_price#334if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 22, cs_ext_discount_amt), StringType), true) AS cs_ext_discount_amt#335if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 23, cs_ext_sales_price), StringType), true) AS cs_ext_sales_price#336if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 24, cs_ext_wholesale_cost), StringType), true) AS cs_ext_wholesale_cost#337if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 25, cs_ext_list_price), StringType), true) AS cs_ext_list_price#338if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 26, cs_ext_tax), StringType), true) AS cs_ext_tax#339if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 27, cs_coupon_amt), StringType), true) AS cs_coupon_amt#340if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 28, cs_ext_ship_cost), StringType), true) AS cs_ext_ship_cost#341if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 29, cs_net_paid), StringType), true) AS cs_net_paid#342if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 30, cs_net_paid_inc_tax), StringType), true) AS cs_net_paid_inc_tax#343if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 31, cs_net_paid_inc_ship), StringType), true) AS cs_net_paid_inc_ship#344if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346 at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:335)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more

Driver stacktrace:
at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1499)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1487)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1486)
at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)
at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48)
at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1486)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:814)
at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:814)
at scala.Option.foreach(Option.scala:257)
at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:814)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1714)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1669)
at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1658)
at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:630)
at org.apache.spark.SparkContext.runJob(SparkContext.scala:2022)
at org.apache.spark.sql.execution.datasources.FileFormatWriter$$anonfun$write$1.apply$mcV$sp(FileFormatWriter.scala:188)
... 90 more
Caused by: java.lang.RuntimeException: Error while encoding: java.lang.ArrayIndexOutOfBoundsException: 0
if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 0, cs_sold_date_sk), StringType), true) AS cs_sold_date_sk#313if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 1, cs_sold_time_sk), StringType), true) AS cs_sold_time_sk#314if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 2, cs_ship_date_sk), StringType), true) AS cs_ship_date_sk#315if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 3, cs_bill_customer_sk), StringType), true) AS cs_bill_customer_sk#316if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 4, cs_bill_cdemo_sk), StringType), true) AS cs_bill_cdemo_sk#317if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 5, cs_bill_hdemo_sk), StringType), true) AS cs_bill_hdemo_sk#318if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 6, cs_bill_addr_sk), StringType), true) AS cs_bill_addr_sk#319if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 7, cs_ship_customer_sk), StringType), true) AS cs_ship_customer_sk#320if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 8, cs_ship_cdemo_sk), StringType), true) AS cs_ship_cdemo_sk#321if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 9, cs_ship_hdemo_sk), StringType), true) AS cs_ship_hdemo_sk#322if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 10, cs_ship_addr_sk), StringType), true) AS cs_ship_addr_sk#323if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 11, cs_call_center_sk), StringType), true) AS cs_call_center_sk#324if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 12, cs_catalog_page_sk), StringType), true) AS cs_catalog_page_sk#325if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 13, cs_ship_mode_sk), StringType), true) AS cs_ship_mode_sk#326if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 14, cs_warehouse_sk), StringType), true) AS cs_warehouse_sk#327if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 15, cs_item_sk), StringType), true) AS cs_item_sk#328if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 16, cs_promo_sk), StringType), true) AS cs_promo_sk#329if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 17, cs_order_number), StringType), true) AS cs_order_number#330if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 18, cs_quantity), StringType), true) AS cs_quantity#331if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 19, cs_wholesale_cost), StringType), true) AS cs_wholesale_cost#332if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 20, cs_list_price), StringType), true) AS cs_list_price#333if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 21, cs_sales_price), StringType), true) AS cs_sales_price#334if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 22, cs_ext_discount_amt), StringType), true) AS cs_ext_discount_amt#335if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 23, cs_ext_sales_price), StringType), true) AS cs_ext_sales_price#336if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 24, cs_ext_wholesale_cost), StringType), true) AS cs_ext_wholesale_cost#337if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 25, cs_ext_list_price), StringType), true) AS cs_ext_list_price#338if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 26, cs_ext_tax), StringType), true) AS cs_ext_tax#339if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 27, cs_coupon_amt), StringType), true) AS cs_coupon_amt#340if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 28, cs_ext_ship_cost), StringType), true) AS cs_ext_ship_cost#341if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 29, cs_net_paid), StringType), true) AS cs_net_paid#342if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 30, cs_net_paid_inc_tax), StringType), true) AS cs_net_paid_inc_tax#343if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 31, cs_net_paid_inc_ship), StringType), true) AS cs_net_paid_inc_ship#344if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.unsafe.types.UTF8String, StringType, fromString, validateexternaltype(getex
ternalrowfield(assertnotnull(input[0, org.apache.spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346 at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:573)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:335)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more

scala>

This is all the information!

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

Hi @hahasdnu1029 ,

For /home/sparktest/tpcds-kit/tools do you use the toolkit from https://github.com/databricks/tpcds-kit ?
The https://github.com/databricks/spark-sql-perf/blob/master/README.md says:

We have a fork of dsdgen that you will need. The fork includes changes to generate TPCDS data to stdout, so that this library can pipe them directly to Spark, without intermediate files. Therefore, this library will not work with the vanilla TPCDS kit.

from spark-sql-perf.

hahasdnu1029 avatar hahasdnu1029 commented on June 26, 2024

hi @juliuszsompolski
I used it.

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

Hi @hahasdnu1029
Hmm... I see you're running a cluster with 20 executors. Do you have tpcds-kit on all the executors, or just on the driver?
Unfortunately it seems to not be mentioned by the README, but dsdgen has to be present under the same path on all executors. I will fix that in the README.

from spark-sql-perf.

hahasdnu1029 avatar hahasdnu1029 commented on June 26, 2024

tpcds-kit I put it on all cluster machines, not just drivers,And placed in the same directory。

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

Hi @hahasdnu1029
I tried, and unfortunately I can't reproduce on my local laptop. I don't have a bigger spark cluster available currently to test it. Could you try 2 things:

  1. run it in local mode, on driver only, saving to /tmp instead of hdfs, and see if you get the same error.
  2. run it with wholestagecodegen disabled (spark.conf.set("spark.sql.codegen.wholeStage", "false")). With no codegen maybe we'll get more details from the stacktrace (now it's blended in the GeneratedClass)

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

@hahasdnu1029
Could you check that you haven't fallen into the same pitfall as @gengliangwang by following the README from https://github.com/databricks/tpcds-kit.git and accidentally getting https://github.com/gregrahn/tpcds-kit.git instead?

from spark-sql-perf.

hahasdnu1029 avatar hahasdnu1029 commented on June 26, 2024

Hi @gengliangwang @juliuszsompolski

thanks,I'll try these ways.

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

@Koprvhdix
This will not work.
In https://github.com/databricks/tpcds-kit/ the option is -filter
See databricks/tpcds-kit@8572a1b
and in https://github.com/gregrahn/tpcds-kit.git the -_filter option is not working correctly, because it's missing
databricks/tpcds-kit@90b8e13

from spark-sql-perf.

Koprvhdix avatar Koprvhdix commented on June 26, 2024

@juliuszsompolski IC, I clone wrong tpcds-kit, sorry.

from spark-sql-perf.

manikantabandaru avatar manikantabandaru commented on June 26, 2024

I am also facing same problem as above and i used correct git repo (https://github.com/databricks/tpcds-kit/ ) but still facing the issue and i executed in windows environment
`
fe.types.UTF8String, StringType, fromString, validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache
spark.sql.Row, true]), 32, cs_net_paid_inc_ship_tax), StringType), true) AS cs_net_paid_inc_ship_tax#345
if (assertnotnull(input[0, org.apache.spark.sql.Row, true]).isNullAt) null else staticinvoke(class org.apache.spark.uns
fe.types.UTF8String, StringType, fromString, validateexternaltype(getexternalrowfield(assertnotnull(input[0, org.apache
spark.sql.Row, true]), 33, cs_net_profit), StringType), true) AS cs_net_profit#346
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:290)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:582)
at org.apache.spark.sql.SparkSession$$anonfun$3.apply(SparkSession.scala:582)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at scala.collection.Iterator$$anon$11.next(Iterator.scala:409)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIterator.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$8$$anon$1.hasNext(WholeStageCodegenExec.scala:395)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:108)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:338)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArrayIndexOutOfBoundsException: 0
at org.apache.spark.sql.catalyst.expressions.GenericRow.get(rows.scala:173)
at org.apache.spark.sql.Row$class.isNullAt(Row.scala:191)
at org.apache.spark.sql.catalyst.expressions.GenericRow.isNullAt(rows.scala:165)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.evalIfCondExpr$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply_0$(Unknown Source)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.toRow(ExpressionEncoder.scala:287)
... 16 more

`

from spark-sql-perf.

juliuszsompolski avatar juliuszsompolski commented on June 26, 2024

@manikantabandaru
Hm. Sorry, I have too little data to debug it.
You could run something like

import com.databricks.spark.sql.perf.tpcds.DSDGEN
val dsdgen = new DSDGEN("/path/to/your/dsdgen")
val rdd = dsdgen.generate(sparkContext, "store", 1, "1")
rdd.foreach { row => println(row) }

(I don't guarantee it compiles, see https://github.com/databricks/spark-sql-perf/blob/master/src/main/scala/com/databricks/spark/sql/perf/tpcds/TPCDSTables.scala#L27 to troubleshoot)

That RDD[String] should contain generated TPCDS data as PSV (Pipe Separated Values).

If there's an error instead, it may hint you what's happening.
If it's empty and instead you're seeing PSV .dat files being generated in the dir of you dsdgen - a wrong tpcds-kit have sneaked in.

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