Vinod Rohilla created CARBONDATA-772:
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Summary: Number format exception displays to user in spark 2.1.
Key: CARBONDATA-772
URL: https://issues.apache.org/jira/browse/CARBONDATA-772
Project: CarbonData
Issue Type: Bug
Components: sql
Affects Versions: 1.0.0-incubating
Environment: Spark 2.1
Reporter: Vinod Rohilla
Priority: Trivial
Attachments: 2000_UniqData.csv
Number format exception displays to user while execute the queries:
Steps to reproduces:
1: Create table in Hive:
CREATE TABLE uniqdata4 (CUST_ID int,CUST_NAME String,ACTIVE_EMUI_VERSION
string, DOB timestamp, DOJ timestamp, BIGINT_COLUMN1 bigint,BIGINT_COLUMN2
bigint,DECIMAL_COLUMN1 decimal(30,10), DECIMAL_COLUMN2
decimal(36,10),Double_COLUMN1 double, Double_COLUMN2 double,INTEGER_COLUMN1
int) ROW FORMAT DELIMITED FIELDS TERMINATED BY ",";
2:Load data in Hive:
LOAD DATA LOCAL INPATH '/home/vinod/Desktop/AllCSV/2000_UniqData.csv' into
table uniqdata4;
3:Select
CUST_ID,CUST_NAME,DOB,BIGINT_COLUMN1,DECIMAL_COLUMN1,Double_COLUMN1,INTEGER_COLUMN1
from uniqdata4 where CUST_ID in
('10020','10030','10032','10035','10040','10060','',NULL,' ') or
INTEGER_COLUMN1 in (1021,1031,1032,1033,'',NULL,' ') or DECIMAL_COLUMN1 in
('12345679921.1234000000','12345679931.1234000000','12345679936.1234000000','',NULL,'
');
Result:
+----------+------------------+------------------------+-----------------+-------------------------+----------------------+------------------+--+
| CUST_ID | CUST_NAME | DOB | BIGINT_COLUMN1 |
DECIMAL_COLUMN1 | Double_COLUMN1 | INTEGER_COLUMN1 |
+----------+------------------+------------------------+-----------------+-------------------------+----------------------+------------------+--+
| 10020 | CUST_NAME_01020 | 1972-10-17 01:00:03.0 | 123372037874 |
12345679921.1234000000 | 1.12345674897976E10 | 1021 |
| 10030 | CUST_NAME_01030 | 1972-10-27 01:00:03.0 | 123372037884 |
12345679931.1234000000 | 1.12345674897976E10 | 1031 |
| 10031 | CUST_NAME_01031 | 1972-10-28 01:00:03.0 | 123372037885 |
12345679932.1234000000 | 1.12345674897976E10 | 1032 |
| 10032 | CUST_NAME_01032 | 1972-10-29 01:00:03.0 | 123372037886 |
12345679933.1234000000 | 1.12345674897976E10 | 1033 |
| 10035 | CUST_NAME_01035 | 1972-11-01 01:00:03.0 | 123372037889 |
12345679936.1234000000 | 1.12345674897976E10 | 1036 |
| 10040 | CUST_NAME_01040 | 1972-11-06 01:00:03.0 | 123372037894 |
12345679941.1234000000 | 1.12345674897976E10 | 1041 |
| 10060 | CUST_NAME_01060 | 1972-11-26 01:00:03.0 | 123372037914 |
12345679961.1234000000 | 1.12345674897976E10 | 1061 |
+----------+------------------+------------------------+-----------------+-------------------------+----------------------+------------------+--+
Create table in CarbonData :
1: create table:
CREATE TABLE uniqdata (CUST_ID int,CUST_NAME String,ACTIVE_EMUI_VERSION string,
DOB timestamp, DOJ timestamp, BIGINT_COLUMN1 bigint,BIGINT_COLUMN2
bigint,DECIMAL_COLUMN1 decimal(30,10), DECIMAL_COLUMN2
decimal(36,10),Double_COLUMN1 double, Double_COLUMN2 double,INTEGER_COLUMN1
int) STORED BY 'org.apache.carbondata.format' TBLPROPERTIES ("TABLE_BLOCKSIZE"=
"256 MB");
2:Load data in table
LOAD DATA INPATH 'hdfs://localhost:54310/2000_UniqData.csv' into table uniqdata
OPTIONS('DELIMITER'=',' ,
'QUOTECHAR'='"','BAD_RECORDS_ACTION'='FORCE','FILEHEADER'='CUST_ID,CUST_NAME,ACTIVE_EMUI_VERSION,DOB,DOJ,BIGINT_COLUMN1,BIGINT_COLUMN2,DECIMAL_COLUMN1,DECIMAL_COLUMN2,Double_COLUMN1,Double_COLUMN2,INTEGER_COLUMN1');
3: Execute Selet queries:
select
CUST_ID,CUST_NAME,DOB,BIGINT_COLUMN1,DECIMAL_COLUMN1,Double_COLUMN1,INTEGER_COLUMN1
from uniqdata where CUST_ID in
('10020','10030','10032','10035','10040','10060','',NULL,' ') or
INTEGER_COLUMN1 in (1021,1031,1032,1033,'',NULL,' ') or DECIMAL_COLUMN1 in
('12345679921.1234000000','12345679931.1234000000','12345679936.1234000000','',NULL,'
');
Result:
Error: org.apache.spark.SparkException: Job aborted due to stage failure: Task
2 in stage 27.0 failed 1 times, most recent failure: Lost task 2.0 in stage
27.0 (TID 44, localhost, executor driver): java.lang.RuntimeException:
java.util.concurrent.ExecutionException: java.lang.NumberFormatException
at
org.apache.carbondata.core.scan.processor.AbstractDataBlockIterator.updateScanner(AbstractDataBlockIterator.java:145)
at
org.apache.carbondata.core.scan.processor.impl.DataBlockIteratorImpl.next(DataBlockIteratorImpl.java:52)
at
org.apache.carbondata.core.scan.processor.impl.DataBlockIteratorImpl.next(DataBlockIteratorImpl.java:33)
at
org.apache.carbondata.core.scan.result.iterator.DetailQueryResultIterator.getBatchResult(DetailQueryResultIterator.java:52)
at
org.apache.carbondata.core.scan.result.iterator.DetailQueryResultIterator.next(DetailQueryResultIterator.java:42)
at
org.apache.carbondata.core.scan.result.iterator.DetailQueryResultIterator.next(DetailQueryResultIterator.java:31)
at
org.apache.carbondata.core.scan.result.iterator.ChunkRowIterator.<init>(ChunkRowIterator.java:41)
at
org.apache.carbondata.hadoop.CarbonRecordReader.initialize(CarbonRecordReader.java:79)
at
org.apache.carbondata.spark.rdd.CarbonScanRDD.compute(CarbonScanRDD.scala:202)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:87)
at org.apache.spark.scheduler.Task.run(Task.scala:99)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:282)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:745)
Caused by: java.util.concurrent.ExecutionException:
java.lang.NumberFormatException
at java.util.concurrent.FutureTask.report(FutureTask.java:122)
at java.util.concurrent.FutureTask.get(FutureTask.java:192)
at
org.apache.carbondata.core.scan.processor.AbstractDataBlockIterator.getNextScannedResult(AbstractDataBlockIterator.java:155)
at
org.apache.carbondata.core.scan.processor.AbstractDataBlockIterator.updateScanner(AbstractDataBlockIterator.java:133)
... 25 more
Caused by: java.lang.NumberFormatException
at java.math.BigDecimal.<init>(BigDecimal.java:596)
at java.math.BigDecimal.<init>(BigDecimal.java:383)
at java.math.BigDecimal.<init>(BigDecimal.java:806)
at
org.apache.carbondata.core.scan.expression.ExpressionResult.getDecimal(ExpressionResult.java:313)
at
org.apache.carbondata.core.scan.expression.conditional.InExpression.evaluate(InExpression.java:76)
at
org.apache.carbondata.core.scan.filter.executer.RowLevelFilterExecuterImpl.applyFilter(RowLevelFilterExecuterImpl.java:122)
at
org.apache.carbondata.core.scan.filter.executer.OrFilterExecuterImpl.applyFilter(OrFilterExecuterImpl.java:39)
at
org.apache.carbondata.core.scan.scanner.impl.FilterScanner.fillScannedResult(FilterScanner.java:133)
at
org.apache.carbondata.core.scan.scanner.impl.FilterScanner.scanBlocklet(FilterScanner.java:92)
at
org.apache.carbondata.core.scan.processor.AbstractDataBlockIterator$1.call(AbstractDataBlockIterator.java:198)
at
org.apache.carbondata.core.scan.processor.AbstractDataBlockIterator$1.call(AbstractDataBlockIterator.java:185)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
... 3 more
Driver stacktrace: (state=,code=0)
Expected Result: correct result should be display in spark 2.1.
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