[ANNOUNCE] Apache CarbonData 1.6.0 release

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[ANNOUNCE] Apache CarbonData 1.6.0 release

sraghunandan
Hi All,

Apache CarbonData community is pleased to announce the release of the
Version 1.6.0 in The Apache Software Foundation (ASF).

CarbonData is a high-performance data solution that supports various data
analytic scenarios, including BI analysis, ad-hoc SQL query, fast filter
lookup on detail record, streaming analytics, and so on. CarbonData has
been deployed in many enterprise production environments, in one of the
largest scenarios, it supports queries on a single table with 3PB data
(more than 5 trillion records) with response time less than 3 seconds!

We encourage you to use the release
https://dist.apache.org/repos/dist/release/carbondata/1.6.0/, and feedback
through the CarbonData user mailing lists <[hidden email]>!

This release note provides information on the new features, improvements,
and bug fixes of this release.
What’s New in CarbonData Version 1.6.0?

CarbonData 1.6.0 intention was to move closer to unified analytics. We have
added index server to distribute the index cache. We have also supported
incremental loading on MV datamaps to improve the loading time of datamap.
we are now supporting reading cabondata tables from Hive and also supported
Arrow format form SDK.

In this version of CarbonData, around 75 JIRA tickets related to new
features, improvements, and bugs have been resolved. Following are the
summary.
Index Server to distribute the index cache and parallelise the index pruning


Carbon currently prunes and caches all block/blocklet datamap index
information into the driver. If the cache size becomes huge(70-80% of the
driver memory) then there can be excessive GC in the driver which can slow
down the queries and the driver may even go OutOfMemory. If multiple JDBC
drivers want to read from same tables then every JDBC server needs to
maintain their own copy of the cache. To solve these problems we have
introduced distributed Index Cache Server. It is separate scalable server
stores only index information and all the drivers can connect and prune the
data using cached index information.
Incremental data loading on MV datamaps

Currently, MV datamaps can only be loaded with full load for any new data
load on the parent table. Now we have supported incremental loading on MV
datamaps so for any new load on parent table triggers the load on MV
datamap only for incrementally added data.
Supported Arrow format from Carbon SDK

SDK reader now supports reading carbondata files and filling it to apache
arrow vectors. This helps to avoid unnecessary intermediate serialisations
when accessing from other execution engines or languages.
Supported read from Hive

CarbonData files can be read from the Hive. This helps users to easily
migrate to CarbonData format on existing Hive deployments using other
formats.
Behaviour Change

None


Please find the detailed JIRA list:
https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12320220&version=12344965


Sub-task

   - [CARBONDATA-3306
   <https://issues.apache.org/jira/browse/CARBONDATA-3306>] - Implement a
   DistributableIndexPruneRDD and IndexPruneFileFormat
   - [CARBONDATA-3337
   <https://issues.apache.org/jira/browse/CARBONDATA-3337>] - Implement a
   Hadoop RPC framwork for communication
   - [CARBONDATA-3338
   <https://issues.apache.org/jira/browse/CARBONDATA-3338>] - Incremental
   dat load support to datamap on single table
   - [CARBONDATA-3349
   <https://issues.apache.org/jira/browse/CARBONDATA-3349>] - add is_sorted
   and sort_columns information into show segments
   - [CARBONDATA-3350
   <https://issues.apache.org/jira/browse/CARBONDATA-3350>] - enhance
   custom compaction to support resort single segment
   - [CARBONDATA-3357
   <https://issues.apache.org/jira/browse/CARBONDATA-3357>] - Support
   TableProperties from single parent table and restrict
   alter/delete/partition on mv
   - [CARBONDATA-3378
   <https://issues.apache.org/jira/browse/CARBONDATA-3378>] - Display
   original query in Indexserver Job
   - [CARBONDATA-3381
   <https://issues.apache.org/jira/browse/CARBONDATA-3381>] - Large
   response size Exception is thrown from index server.
   - [CARBONDATA-3387
   <https://issues.apache.org/jira/browse/CARBONDATA-3387>] - Support
   Partition with MV datamap & Show DataMap Status
   - [CARBONDATA-3392
   <https://issues.apache.org/jira/browse/CARBONDATA-3392>] - Make use of
   LRU mandatory when using IndexServer
   - [CARBONDATA-3398
   <https://issues.apache.org/jira/browse/CARBONDATA-3398>] - Implement
   Show Cache for IndexServer and MV
   - [CARBONDATA-3399
   <https://issues.apache.org/jira/browse/CARBONDATA-3399>] - Implement
   Executor ID based task distribution for Index Server
   - [CARBONDATA-3402
   <https://issues.apache.org/jira/browse/CARBONDATA-3402>] - Block complex
   data types and validate dmproperties in mv
   - [CARBONDATA-3408
   <https://issues.apache.org/jira/browse/CARBONDATA-3408>] - CarbonSession
   partition support binary data type
   - [CARBONDATA-3409
   <https://issues.apache.org/jira/browse/CARBONDATA-3409>] - Fix
   Concurrent dataloading Issue with mv
   - [CARBONDATA-3423
   <https://issues.apache.org/jira/browse/CARBONDATA-3423>] - Validate
   dictionary for binary data type
   - [CARBONDATA-3440
   <https://issues.apache.org/jira/browse/CARBONDATA-3440>] - Expose a DDL
   to add index size and data size to tableStatus for legacy segments
   - [CARBONDATA-3459
   <https://issues.apache.org/jira/browse/CARBONDATA-3459>] - Fixed id
   based distribution for show cache command
   - [CARBONDATA-3462
   <https://issues.apache.org/jira/browse/CARBONDATA-3462>] - Add usage and
   deployment document for index server

Bug

   - [CARBONDATA-3247
   <https://issues.apache.org/jira/browse/CARBONDATA-3247>] - Support to
   select all columns when creating MV datamap
   - [CARBONDATA-3291
   <https://issues.apache.org/jira/browse/CARBONDATA-3291>] - MV datamap
   doesn't take affect when the same table join
   - [CARBONDATA-3294
   <https://issues.apache.org/jira/browse/CARBONDATA-3294>] - MV datamap
   throw error when using count(1) and case when expression
   - [CARBONDATA-3295
   <https://issues.apache.org/jira/browse/CARBONDATA-3295>] - MV datamap
   throw exception because its rewrite algorithm when multiply subquery
   - [CARBONDATA-3303
   <https://issues.apache.org/jira/browse/CARBONDATA-3303>] - MV datamap
   return wrong results when using coalesce and less groupby columns
   - [CARBONDATA-3317
   <https://issues.apache.org/jira/browse/CARBONDATA-3317>] - Executing
   'show segments' command throws NPE when spark streaming app write data to
   new stream segment.
   - [CARBONDATA-3356
   <https://issues.apache.org/jira/browse/CARBONDATA-3356>] - There are
   some exception when carbonData DataSource read SDK files with varchar
   - [CARBONDATA-3364
   <https://issues.apache.org/jira/browse/CARBONDATA-3364>] - Support Read
   from Hive. Queries are giving empty results from hive.
   - [CARBONDATA-3367
   <https://issues.apache.org/jira/browse/CARBONDATA-3367>] - OOM when huge
   number of carbondata files are read from SDK reader
   - [CARBONDATA-3368
   <https://issues.apache.org/jira/browse/CARBONDATA-3368>] - InferSchema
   from datafile instead of index file
   - [CARBONDATA-3380
   <https://issues.apache.org/jira/browse/CARBONDATA-3380>] - Fix missing
   appName and AnalysisException bug in DirectSQLExample
   - [CARBONDATA-3382
   <https://issues.apache.org/jira/browse/CARBONDATA-3382>] - Fix
   compressor type displayed in desc formatted
   - [CARBONDATA-3384
   <https://issues.apache.org/jira/browse/CARBONDATA-3384>] - Delete/Update
   is throwing NullPointerException when index server is enabled.
   - [CARBONDATA-3393
   <https://issues.apache.org/jira/browse/CARBONDATA-3393>] - Merge Index
   Job Failure should not trigger the merge index job again. Exception
   propagation should be decided by the User.
   - [CARBONDATA-3395
   <https://issues.apache.org/jira/browse/CARBONDATA-3395>] - When same
   split object is passed to concurrent readers, build() fails randomly with
   Exception.
   - [CARBONDATA-3396
   <https://issues.apache.org/jira/browse/CARBONDATA-3396>] - Range
   Compaction Data mismatch
   - [CARBONDATA-3397
   <https://issues.apache.org/jira/browse/CARBONDATA-3397>] - Remove
   SparkUnknown Expression to Index Server
   - [CARBONDATA-3400
   <https://issues.apache.org/jira/browse/CARBONDATA-3400>] - Support
   IndexSever for Spark-Shell for in secure KERBROSE mode
   - [CARBONDATA-3403
   <https://issues.apache.org/jira/browse/CARBONDATA-3403>] - MV is not
   working for like and filter AND and OR queries
   - [CARBONDATA-3405
   <https://issues.apache.org/jira/browse/CARBONDATA-3405>] - SDK reader
   getSplits() must clear the cache.
   - [CARBONDATA-3406
   <https://issues.apache.org/jira/browse/CARBONDATA-3406>] - Support
   Binary, Boolean,Varchar, Complex data types read and Dictionary columns read
   - [CARBONDATA-3407
   <https://issues.apache.org/jira/browse/CARBONDATA-3407>] - distinct,
   count, Sum query fails when MV is created on single projection column
   - [CARBONDATA-3416
   <https://issues.apache.org/jira/browse/CARBONDATA-3416>] - When new
   analyzer rule added in spark, not reflecting in carbon
   - [CARBONDATA-3417
   <https://issues.apache.org/jira/browse/CARBONDATA-3417>] - Load time
   degrade for Range column due to cores configured
   - [CARBONDATA-3418
   <https://issues.apache.org/jira/browse/CARBONDATA-3418>] - Inherit
   Column Compressor Property from parent table to its child table's
   - [CARBONDATA-3419
   <https://issues.apache.org/jira/browse/CARBONDATA-3419>] - Desc
   Formatted not showing Range Column
   - [CARBONDATA-3424
   <https://issues.apache.org/jira/browse/CARBONDATA-3424>] - There are
   improper exception when query with avg(substr(binary data type)).
   - [CARBONDATA-3426
   <https://issues.apache.org/jira/browse/CARBONDATA-3426>] - Fix Load
   performance degrade by fixing task distribution
   - [CARBONDATA-3429
   <https://issues.apache.org/jira/browse/CARBONDATA-3429>] - CarbonCli on
   wrong segment path wrong error message is displayed
   - [CARBONDATA-3432
   <https://issues.apache.org/jira/browse/CARBONDATA-3432>] - Range Column
   compaction sending all the splits to all the executors one by one
   - [CARBONDATA-3433
   <https://issues.apache.org/jira/browse/CARBONDATA-3433>] - MV has issues
   when create on constant column, dupicate columns and limit queries
   - [CARBONDATA-3436
   <https://issues.apache.org/jira/browse/CARBONDATA-3436>] - update pre
   insert into rule as per spark
   - [CARBONDATA-3437
   <https://issues.apache.org/jira/browse/CARBONDATA-3437>] - Map
   Implementation not correct
   - [CARBONDATA-3442
   <https://issues.apache.org/jira/browse/CARBONDATA-3442>] - Fix creating
   mv datamap with column name having length more than 128
   - [CARBONDATA-3453
   <https://issues.apache.org/jira/browse/CARBONDATA-3453>] - Set segment
   doesn't work with adaptive execution
   - [CARBONDATA-3455
   <https://issues.apache.org/jira/browse/CARBONDATA-3455>] - Job Group ID
   is not displayed in the IndexServer
   - [CARBONDATA-3456
   <https://issues.apache.org/jira/browse/CARBONDATA-3456>] - Fix
   DataLaoding on MV when Yarn-Application is killed
   - [CARBONDATA-3457
   <https://issues.apache.org/jira/browse/CARBONDATA-3457>] - [MV]Fix
   Column not found with Cast Expression
   - [CARBONDATA-3458
   <https://issues.apache.org/jira/browse/CARBONDATA-3458>] - Running load,
   insert , CTAS command on carbon table sets double Execution ID info, and ID
   of CTAS is null
   - [CARBONDATA-3460
   <https://issues.apache.org/jira/browse/CARBONDATA-3460>] - EOF exception
   is thrown when quering using index server
   - [CARBONDATA-3467
   <https://issues.apache.org/jira/browse/CARBONDATA-3467>] - Fix count(*)
   with filter on string value
   - [CARBONDATA-3474
   <https://issues.apache.org/jira/browse/CARBONDATA-3474>] - Fix validate
   mvQuery having filter expression and correct error message
   - [CARBONDATA-3476
   <https://issues.apache.org/jira/browse/CARBONDATA-3476>] - Read time and
   scan time stats shown wrong in executor log for filter query
   - [CARBONDATA-3477
   <https://issues.apache.org/jira/browse/CARBONDATA-3477>] - Throw out
   exception when use sql: 'update table select\n...'
   - [CARBONDATA-3478
   <https://issues.apache.org/jira/browse/CARBONDATA-3478>] - Fix
   ArrayIndexOutOfBoundsException issue on compaction after alter rename
   operation
   - [CARBONDATA-3481
   <https://issues.apache.org/jira/browse/CARBONDATA-3481>] - Multi-thread
   pruning fails when datamaps count is just near numOfThreadsForPruning
   - [CARBONDATA-3482
   <https://issues.apache.org/jira/browse/CARBONDATA-3482>] - Null pointer
   exception when concurrent select queries are executed from different
   beeline terminals.
   - [CARBONDATA-3483
   <https://issues.apache.org/jira/browse/CARBONDATA-3483>] - Can not run
   horizontal compaction when execute update sql
   - [CARBONDATA-3486
   <https://issues.apache.org/jira/browse/CARBONDATA-3486>] -
   Serialization/ deserialization issue with Datatype
   - [CARBONDATA-3490
   <https://issues.apache.org/jira/browse/CARBONDATA-3490>] - Concurrent
   data load failure with carbondata FileNotFound exception
   - [CARBONDATA-3493
   <https://issues.apache.org/jira/browse/CARBONDATA-3493>] - Carbon query
   fails when enable.query.statistics is true in specific scenario.

New Feature

   - [CARBONDATA-3404
   <https://issues.apache.org/jira/browse/CARBONDATA-3404>] - Support
   CarbonFile API for coniguring custom file systems

Improvement

   - [CARBONDATA-3309
   <https://issues.apache.org/jira/browse/CARBONDATA-3309>] - MV datamap
   adapt to spark 2.1 version
   - [CARBONDATA-3365
   <https://issues.apache.org/jira/browse/CARBONDATA-3365>] - Support
   Apache arrow vector filling from carbondata SDK
   - [CARBONDATA-3447
   <https://issues.apache.org/jira/browse/CARBONDATA-3447>] - Index Server
   Performance Improvement
   - [CARBONDATA-3488
   <https://issues.apache.org/jira/browse/CARBONDATA-3488>] - Check the
   file size after move local file to carbon path


Regards
Raghunandan
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J 12323123
On Thu, 29 Aug 2019, 19:26 Raghunandan S, <[hidden email]>
wrote:

> Hi All,
>
> Apache CarbonData community is pleased to announce the release of the
> Version 1.6.0 in The Apache Software Foundation (ASF).
>
> CarbonData is a high-performance data solution that supports various data
> analytic scenarios, including BI analysis, ad-hoc SQL query, fast filter
> lookup on detail record, streaming analytics, and so on. CarbonData has
> been deployed in many enterprise production environments, in one of the
> largest scenarios, it supports queries on a single table with 3PB data
> (more than 5 trillion records) with response time less than 3 seconds!
>
> We encourage you to use the release
> https://dist.apache.org/repos/dist/release/carbondata/1.6.0/, and feedback
> through the CarbonData user mailing lists <[hidden email]>!
>
> This release note provides information on the new features, improvements,
> and bug fixes of this release.
> What’s New in CarbonData Version 1.6.0?
>
> CarbonData 1.6.0 intention was to move closer to unified analytics. We have
> added index server to distribute the index cache. We have also supported
> incremental loading on MV datamaps to improve the loading time of datamap.
> we are now supporting reading cabondata tables from Hive and also supported
> Arrow format form SDK.
>
> In this version of CarbonData, around 75 JIRA tickets related to new
> features, improvements, and bugs have been resolved. Following are the
> summary.
> Index Server to distribute the index cache and parallelise the index
> pruning
>
>
> Carbon currently prunes and caches all block/blocklet datamap index
> information into the driver. If the cache size becomes huge(70-80% of the
> driver memory) then there can be excessive GC in the driver which can slow
> down the queries and the driver may even go OutOfMemory. If multiple JDBC
> drivers want to read from same tables then every JDBC server needs to
> maintain their own copy of the cache. To solve these problems we have
> introduced distributed Index Cache Server. It is separate scalable server
> stores only index information and all the drivers can connect and prune the
> data using cached index information.
> Incremental data loading on MV datamaps
>
> Currently, MV datamaps can only be loaded with full load for any new data
> load on the parent table. Now we have supported incremental loading on MV
> datamaps so for any new load on parent table triggers the load on MV
> datamap only for incrementally added data.
> Supported Arrow format from Carbon SDK
>
> SDK reader now supports reading carbondata files and filling it to apache
> arrow vectors. This helps to avoid unnecessary intermediate serialisations
> when accessing from other execution engines or languages.
> Supported read from Hive
>
> CarbonData files can be read from the Hive. This helps users to easily
> migrate to CarbonData format on existing Hive deployments using other
> formats.
> Behaviour Change
>
> None
>
>
> Please find the detailed JIRA list:
>
> https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12320220&version=12344965
>
>
> Sub-task
>
>    - [CARBONDATA-3306
>    <https://issues.apache.org/jira/browse/CARBONDATA-3306>] - Implement a
>    DistributableIndexPruneRDD and IndexPruneFileFormat
>    - [CARBONDATA-3337
>    <https://issues.apache.org/jira/browse/CARBONDATA-3337>] - Implement a
>    Hadoop RPC framwork for communication
>    - [CARBONDATA-3338
>    <https://issues.apache.org/jira/browse/CARBONDATA-3338>] - Incremental
>    dat load support to datamap on single table
>    - [CARBONDATA-3349
>    <https://issues.apache.org/jira/browse/CARBONDATA-3349>] - add
> is_sorted
>    and sort_columns information into show segments
>    - [CARBONDATA-3350
>    <https://issues.apache.org/jira/browse/CARBONDATA-3350>] - enhance
>    custom compaction to support resort single segment
>    - [CARBONDATA-3357
>    <https://issues.apache.org/jira/browse/CARBONDATA-3357>] - Support
>    TableProperties from single parent table and restrict
>    alter/delete/partition on mv
>    - [CARBONDATA-3378
>    <https://issues.apache.org/jira/browse/CARBONDATA-3378>] - Display
>    original query in Indexserver Job
>    - [CARBONDATA-3381
>    <https://issues.apache.org/jira/browse/CARBONDATA-3381>] - Large
>    response size Exception is thrown from index server.
>    - [CARBONDATA-3387
>    <https://issues.apache.org/jira/browse/CARBONDATA-3387>] - Support
>    Partition with MV datamap & Show DataMap Status
>    - [CARBONDATA-3392
>    <https://issues.apache.org/jira/browse/CARBONDATA-3392>] - Make use of
>    LRU mandatory when using IndexServer
>    - [CARBONDATA-3398
>    <https://issues.apache.org/jira/browse/CARBONDATA-3398>] - Implement
>    Show Cache for IndexServer and MV
>    - [CARBONDATA-3399
>    <https://issues.apache.org/jira/browse/CARBONDATA-3399>] - Implement
>    Executor ID based task distribution for Index Server
>    - [CARBONDATA-3402
>    <https://issues.apache.org/jira/browse/CARBONDATA-3402>] - Block
> complex
>    data types and validate dmproperties in mv
>    - [CARBONDATA-3408
>    <https://issues.apache.org/jira/browse/CARBONDATA-3408>] -
> CarbonSession
>    partition support binary data type
>    - [CARBONDATA-3409
>    <https://issues.apache.org/jira/browse/CARBONDATA-3409>] - Fix
>    Concurrent dataloading Issue with mv
>    - [CARBONDATA-3423
>    <https://issues.apache.org/jira/browse/CARBONDATA-3423>] - Validate
>    dictionary for binary data type
>    - [CARBONDATA-3440
>    <https://issues.apache.org/jira/browse/CARBONDATA-3440>] - Expose a DDL
>    to add index size and data size to tableStatus for legacy segments
>    - [CARBONDATA-3459
>    <https://issues.apache.org/jira/browse/CARBONDATA-3459>] - Fixed id
>    based distribution for show cache command
>    - [CARBONDATA-3462
>    <https://issues.apache.org/jira/browse/CARBONDATA-3462>] - Add usage
> and
>    deployment document for index server
>
> Bug
>
>    - [CARBONDATA-3247
>    <https://issues.apache.org/jira/browse/CARBONDATA-3247>] - Support to
>    select all columns when creating MV datamap
>    - [CARBONDATA-3291
>    <https://issues.apache.org/jira/browse/CARBONDATA-3291>] - MV datamap
>    doesn't take affect when the same table join
>    - [CARBONDATA-3294
>    <https://issues.apache.org/jira/browse/CARBONDATA-3294>] - MV datamap
>    throw error when using count(1) and case when expression
>    - [CARBONDATA-3295
>    <https://issues.apache.org/jira/browse/CARBONDATA-3295>] - MV datamap
>    throw exception because its rewrite algorithm when multiply subquery
>    - [CARBONDATA-3303
>    <https://issues.apache.org/jira/browse/CARBONDATA-3303>] - MV datamap
>    return wrong results when using coalesce and less groupby columns
>    - [CARBONDATA-3317
>    <https://issues.apache.org/jira/browse/CARBONDATA-3317>] - Executing
>    'show segments' command throws NPE when spark streaming app write data
> to
>    new stream segment.
>    - [CARBONDATA-3356
>    <https://issues.apache.org/jira/browse/CARBONDATA-3356>] - There are
>    some exception when carbonData DataSource read SDK files with varchar
>    - [CARBONDATA-3364
>    <https://issues.apache.org/jira/browse/CARBONDATA-3364>] - Support Read
>    from Hive. Queries are giving empty results from hive.
>    - [CARBONDATA-3367
>    <https://issues.apache.org/jira/browse/CARBONDATA-3367>] - OOM when
> huge
>    number of carbondata files are read from SDK reader
>    - [CARBONDATA-3368
>    <https://issues.apache.org/jira/browse/CARBONDATA-3368>] - InferSchema
>    from datafile instead of index file
>    - [CARBONDATA-3380
>    <https://issues.apache.org/jira/browse/CARBONDATA-3380>] - Fix missing
>    appName and AnalysisException bug in DirectSQLExample
>    - [CARBONDATA-3382
>    <https://issues.apache.org/jira/browse/CARBONDATA-3382>] - Fix
>    compressor type displayed in desc formatted
>    - [CARBONDATA-3384
>    <https://issues.apache.org/jira/browse/CARBONDATA-3384>] -
> Delete/Update
>    is throwing NullPointerException when index server is enabled.
>    - [CARBONDATA-3393
>    <https://issues.apache.org/jira/browse/CARBONDATA-3393>] - Merge Index
>    Job Failure should not trigger the merge index job again. Exception
>    propagation should be decided by the User.
>    - [CARBONDATA-3395
>    <https://issues.apache.org/jira/browse/CARBONDATA-3395>] - When same
>    split object is passed to concurrent readers, build() fails randomly
> with
>    Exception.
>    - [CARBONDATA-3396
>    <https://issues.apache.org/jira/browse/CARBONDATA-3396>] - Range
>    Compaction Data mismatch
>    - [CARBONDATA-3397
>    <https://issues.apache.org/jira/browse/CARBONDATA-3397>] - Remove
>    SparkUnknown Expression to Index Server
>    - [CARBONDATA-3400
>    <https://issues.apache.org/jira/browse/CARBONDATA-3400>] - Support
>    IndexSever for Spark-Shell for in secure KERBROSE mode
>    - [CARBONDATA-3403
>    <https://issues.apache.org/jira/browse/CARBONDATA-3403>] - MV is not
>    working for like and filter AND and OR queries
>    - [CARBONDATA-3405
>    <https://issues.apache.org/jira/browse/CARBONDATA-3405>] - SDK reader
>    getSplits() must clear the cache.
>    - [CARBONDATA-3406
>    <https://issues.apache.org/jira/browse/CARBONDATA-3406>] - Support
>    Binary, Boolean,Varchar, Complex data types read and Dictionary columns
> read
>    - [CARBONDATA-3407
>    <https://issues.apache.org/jira/browse/CARBONDATA-3407>] - distinct,
>    count, Sum query fails when MV is created on single projection column
>    - [CARBONDATA-3416
>    <https://issues.apache.org/jira/browse/CARBONDATA-3416>] - When new
>    analyzer rule added in spark, not reflecting in carbon
>    - [CARBONDATA-3417
>    <https://issues.apache.org/jira/browse/CARBONDATA-3417>] - Load time
>    degrade for Range column due to cores configured
>    - [CARBONDATA-3418
>    <https://issues.apache.org/jira/browse/CARBONDATA-3418>] - Inherit
>    Column Compressor Property from parent table to its child table's
>    - [CARBONDATA-3419
>    <https://issues.apache.org/jira/browse/CARBONDATA-3419>] - Desc
>    Formatted not showing Range Column
>    - [CARBONDATA-3424
>    <https://issues.apache.org/jira/browse/CARBONDATA-3424>] - There are
>    improper exception when query with avg(substr(binary data type)).
>    - [CARBONDATA-3426
>    <https://issues.apache.org/jira/browse/CARBONDATA-3426>] - Fix Load
>    performance degrade by fixing task distribution
>    - [CARBONDATA-3429
>    <https://issues.apache.org/jira/browse/CARBONDATA-3429>] - CarbonCli on
>    wrong segment path wrong error message is displayed
>    - [CARBONDATA-3432
>    <https://issues.apache.org/jira/browse/CARBONDATA-3432>] - Range Column
>    compaction sending all the splits to all the executors one by one
>    - [CARBONDATA-3433
>    <https://issues.apache.org/jira/browse/CARBONDATA-3433>] - MV has
> issues
>    when create on constant column, dupicate columns and limit queries
>    - [CARBONDATA-3436
>    <https://issues.apache.org/jira/browse/CARBONDATA-3436>] - update pre
>    insert into rule as per spark
>    - [CARBONDATA-3437
>    <https://issues.apache.org/jira/browse/CARBONDATA-3437>] - Map
>    Implementation not correct
>    - [CARBONDATA-3442
>    <https://issues.apache.org/jira/browse/CARBONDATA-3442>] - Fix creating
>    mv datamap with column name having length more than 128
>    - [CARBONDATA-3453
>    <https://issues.apache.org/jira/browse/CARBONDATA-3453>] - Set segment
>    doesn't work with adaptive execution
>    - [CARBONDATA-3455
>    <https://issues.apache.org/jira/browse/CARBONDATA-3455>] - Job Group ID
>    is not displayed in the IndexServer
>    - [CARBONDATA-3456
>    <https://issues.apache.org/jira/browse/CARBONDATA-3456>] - Fix
>    DataLaoding on MV when Yarn-Application is killed
>    - [CARBONDATA-3457
>    <https://issues.apache.org/jira/browse/CARBONDATA-3457>] - [MV]Fix
>    Column not found with Cast Expression
>    - [CARBONDATA-3458
>    <https://issues.apache.org/jira/browse/CARBONDATA-3458>] - Running
> load,
>    insert , CTAS command on carbon table sets double Execution ID info,
> and ID
>    of CTAS is null
>    - [CARBONDATA-3460
>    <https://issues.apache.org/jira/browse/CARBONDATA-3460>] - EOF
> exception
>    is thrown when quering using index server
>    - [CARBONDATA-3467
>    <https://issues.apache.org/jira/browse/CARBONDATA-3467>] - Fix count(*)
>    with filter on string value
>    - [CARBONDATA-3474
>    <https://issues.apache.org/jira/browse/CARBONDATA-3474>] - Fix validate
>    mvQuery having filter expression and correct error message
>    - [CARBONDATA-3476
>    <https://issues.apache.org/jira/browse/CARBONDATA-3476>] - Read time
> and
>    scan time stats shown wrong in executor log for filter query
>    - [CARBONDATA-3477
>    <https://issues.apache.org/jira/browse/CARBONDATA-3477>] - Throw out
>    exception when use sql: 'update table select\n...'
>    - [CARBONDATA-3478
>    <https://issues.apache.org/jira/browse/CARBONDATA-3478>] - Fix
>    ArrayIndexOutOfBoundsException issue on compaction after alter rename
>    operation
>    - [CARBONDATA-3481
>    <https://issues.apache.org/jira/browse/CARBONDATA-3481>] - Multi-thread
>    pruning fails when datamaps count is just near numOfThreadsForPruning
>    - [CARBONDATA-3482
>    <https://issues.apache.org/jira/browse/CARBONDATA-3482>] - Null pointer
>    exception when concurrent select queries are executed from different
>    beeline terminals.
>    - [CARBONDATA-3483
>    <https://issues.apache.org/jira/browse/CARBONDATA-3483>] - Can not run
>    horizontal compaction when execute update sql
>    - [CARBONDATA-3486
>    <https://issues.apache.org/jira/browse/CARBONDATA-3486>] -
>    Serialization/ deserialization issue with Datatype
>    - [CARBONDATA-3490
>    <https://issues.apache.org/jira/browse/CARBONDATA-3490>] - Concurrent
>    data load failure with carbondata FileNotFound exception
>    - [CARBONDATA-3493
>    <https://issues.apache.org/jira/browse/CARBONDATA-3493>] - Carbon query
>    fails when enable.query.statistics is true in specific scenario.
>
> New Feature
>
>    - [CARBONDATA-3404
>    <https://issues.apache.org/jira/browse/CARBONDATA-3404>] - Support
>    CarbonFile API for coniguring custom file systems
>
> Improvement
>
>    - [CARBONDATA-3309
>    <https://issues.apache.org/jira/browse/CARBONDATA-3309>] - MV datamap
>    adapt to spark 2.1 version
>    - [CARBONDATA-3365
>    <https://issues.apache.org/jira/browse/CARBONDATA-3365>] - Support
>    Apache arrow vector filling from carbondata SDK
>    - [CARBONDATA-3447
>    <https://issues.apache.org/jira/browse/CARBONDATA-3447>] - Index Server
>    Performance Improvement
>    - [CARBONDATA-3488
>    <https://issues.apache.org/jira/browse/CARBONDATA-3488>] - Check the
>    file size after move local file to carbon path
>
>
> Regards
> Raghunandan
>