Details
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Bug
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Status: Resolved
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Minor
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Resolution: Fixed
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None
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None
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None
Description
- Scenario
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- Steps to reproduce
Start 2 spark-beeline as two different sessions, do the following steps in corresponding session:
(SESSION1)
1. create table T_Carbn01(Active_status String,Item_type_cd INT,Qty_day_avg INT,Qty_total INT,Sell_price BIGINT,Sell_pricep DOUBLE,Discount_price DOUBLE,Profit DECIMAL(3,2),Item_code String,Item_name String,Outlet_name String,Update_time TIMESTAMP,Create_date String)STORED BY 'org.apache.carbondata.format' TBLPROPERTIES('table_blocksize'='128');
2. LOAD DATA INPATH 'hdfs://hacluster/user/Ram/T_Hive1.csv' INTO table T_Carbn01 options ('DELIMITER'=',', 'QUOTECHAR'='\','BAD_RECORDS_LOGGER_ENABLE'='true', 'BAD_RECORDS_ACTION'='REDIRECT', 'FILEHEADER'='Active_status,Item_type_cd,Qty_day_avg,Qty_total,Sell_price,Sell_pricep,Discount_price,Profit,Item_code,Item_name,Outlet_name,Update_time,Create_date');
(SESSION2):
1. update t_carbn01 set(Active_status) = ('TRUE') where Item_type_cd = 41;
(SESSION1):
1. Drop table t_carbn01;
2. create table T_Carbn01(Active_status String,Item_type_cd INT,Qty_day_avg INT,Qty_total INT,Sell_price BIGINT,Sell_pricep DOUBLE,Discount_price DOUBLE,Profit DECIMAL(3,2),Item_code String,Item_name String,Outlet_name String,Update_time TIMESTAMP,Create_date String)STORED BY 'org.apache.carbondata.format' TBLPROPERTIES('table_blocksize'='128');
3. LOAD DATA INPATH 'hdfs://hacluster/user/Ram/T_Hive1.csv' INTO table T_Carbn01 options ('DELIMITER'=',', 'QUOTECHAR'='\','BAD_RECORDS_LOGGER_ENABLE'='true', 'BAD_RECORDS_ACTION'='REDIRECT', 'FILEHEADER'='Active_status,Item_type_cd,Qty_day_avg,Qty_total,Sell_price,Sell_pricep,Discount_price,Profit,Item_code,Item_name,Outlet_name,Update_time,Create_date');
(SESSION2):
1. update t_carbn01 set(Active_status) = ('TRUE') where Item_type_cd = 41;
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- Outputs
message are as below:
```
Error: java.lang.RuntimeException: Update operation failed. Job aborted due to stage failure: Task 0 in stage 14.0 failed 4 times, most recent failure: Lost task 0.3 in stage 14.0 (TID 29, master, executor 2): java.io.IOException: java.io.IOException: Dictionary file does not exist: hdfs://user/hive/warehouse/carbon.store/default/t_carbn01/Metadata/ddfb3bc8-2fea-41fe-a4ff-18588df41aec.dictmeta
at org.apache.carbondata.core.cache.dictionary.ForwardDictionaryCache.getAll(ForwardDictionaryCache.java:146)
at org.apache.spark.sql.DictionaryLoader.loadDictionary(CarbonDictionaryDecoder.scala:686)
at org.apache.spark.sql.DictionaryLoader.getDictionary(CarbonDictionaryDecoder.scala:703)
at org.apache.spark.sql.ForwardDictionaryWrapper.getDictionaryValueForKeyInBytes(CarbonDictionaryDecoder.scala:654)
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:378)
at org.apache.spark.sql.execution.columnar.InMemoryRelation$$anonfun$1$$anon$1.hasNext(InMemoryRelation.scala:132)
at org.apache.spark.storage.memory.MemoryStore.putIteratorAsValues(MemoryStore.scala:215)
at org.apache.spark.storage.BlockManager$$anonfun$doPutIterator$1.apply(BlockManager.scala:1041)
at org.apache.spark.storage.BlockManager$$anonfun$doPutIterator$1.apply(BlockManager.scala:1032)
at org.apache.spark.storage.BlockManager.doPut(BlockManager.scala:972)
at org.apache.spark.storage.BlockManager.doPutIterator(BlockManager.scala:1032)
at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:715)
at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:335)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:286)
at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
```
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- Input data
sample for input dataļ¼
```
TRUE,2,423,3046340,200000000003454300, 121.5,4.99,2.44,SE3423ee,asfdsffdfg,EtryTRWT,2012-01-12 03:14:05.123456729,2012-01-20
TRUE,3,453,3003445,200000000000003450, 121.5,4.99,2.44,SE3423ee,asfdsffdfg,ERTEerWT,2012-01-13 03:24:05.123456739,2012-01-20
TRUE,4,4350,3044364,200000000000000000, 121.5,4.99,2.44,SE3423ee,asfdsffdfg,ERTtryWT,2012-01-14 23:03:05.123456749,2012-01-20
TRUE,114,4520,30000430,200000000004300000, 121.5,4.99,2.44,RE3423ee,asfdsffdfg,4RTETRWT,2012-01-01 23:02:05.123456819,2012-01-20
FALSE,123,454,30000040,200000000000000000, 121.5,4.99,2.44,RE3423ee,asfrewerfg,6RTETRWT,2012-01-02 23:04:05.123456829,2012-01-20
TRUE,11,4530,3000040,200000000000000000, 121.5,4.99,2.44,SE3423ee,asfdsffder,TRTETRWT,2012-01-03 05:04:05.123456839,2012-01-20
TRUE,14,4590,3000400,200000000000000000, 121.5,4.99,2.44,ASD423ee,asfertfdfg,HRTETRWT,2012-01-04 05:06:05.123456849,2012-01-20
FALSE,41,4250,00000,200000000000000000, 121.5,4.99,2.44,SAD423ee,asrtsffdfg,HRTETRWT,2012-01-05 05:07:05.123456859,2012-01-20
TRUE,13,4510,30400,200000000000000000, 121.5,4.99,2.44,DE3423ee,asfrtffdfg,YHTETRWT,2012-01-06 06:08:05.123456869,2012-01-20
```
- Input data
- Analyze
In the error message, it says the dictmeta doesnot exist.
Actually this file is generated during the first load operation in SESSION1,And the tablemeta is cached in SESSION2 when doing update operation in SESSION2. After DELETE-LOAD operation in SESSION1, old dictionary files has been deleted and new dictionary files are generated in SESSION1. But in SESSION2, when doing update operation, we still use the outdated tablemeta from cache which refers to the dictmeta that were outdated, thus causing the error.
To solve this problem, we should refresh the cache for tableMeta when the corresponding data schema has been updated.
- Solution
Refresh the tablemeta cache when table schema has been changed.
Since HiveSessionState.lookupRelation is slow(especially in concurrent query scenario), dont call this method when table schema has not been changed.
- Notes
I've tested the scenario in my environment and it is OK.
Attachments
Issue Links
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