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Update changelog
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Signed-off-by: timl <[email protected]>
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NvTimLiu committed Oct 14, 2024
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# Change log
Generated on 2024-10-09
Generated on 2024-10-14

## Release 24.10

### Features
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|:---|:---|
|[#11297](https://github.com/NVIDIA/spark-rapids/issues/11297)|[FEA] Enable Parquet DataSource tests in Spark UT on Spark 3.3.0|
|[#11525](https://github.com/NVIDIA/spark-rapids/issues/11525)|[FEA] If dump always is enabled dump before decoding the file|
|[#11461](https://github.com/NVIDIA/spark-rapids/issues/11461)|[FEA] Support non-UTC timezone for casting from date to timestamp|
|[#11445](https://github.com/NVIDIA/spark-rapids/issues/11445)|[FEA] Support format 'yyyyMMdd' in GetTimestamp operator|
|[#11442](https://github.com/NVIDIA/spark-rapids/issues/11442)|[FEA] Add in support for setting row group sizes for parquet|
|[#11330](https://github.com/NVIDIA/spark-rapids/issues/11330)|[FEA] Add companion metrics for all nsTiming metrics to measure time elapsed excluding semaphore wait|
|[#5223](https://github.com/NVIDIA/spark-rapids/issues/5223)|[FEA] Support array_join|
|[#10968](https://github.com/NVIDIA/spark-rapids/issues/10968)|[FEA] support min_by function|
|[#10437](https://github.com/NVIDIA/spark-rapids/issues/10437)|[FEA] Add Spark 3.5.2 snapshot support|
|[#11263](https://github.com/NVIDIA/spark-rapids/issues/11263)|[FEA] Cluster/pack multi_get_json_object paths by common prefixes|
|[#10832](https://github.com/NVIDIA/spark-rapids/issues/10832)|[FEA] Remove legacy get_json_object and config|
|[#11240](https://github.com/NVIDIA/spark-rapids/issues/11240)|[FEA] Update JNI and private dependencies version to 24.10.0-SNAPSHOT on branch-24.10|

### Performance
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|:---|:---|
|[#10799](https://github.com/NVIDIA/spark-rapids/issues/10799)|[FEA] Optimize count distinct performance optimization with null columns reuse and post expand coalesce|
|[#8301](https://github.com/NVIDIA/spark-rapids/issues/8301)|[FEA] semaphore prioritization|
|[#11234](https://github.com/NVIDIA/spark-rapids/issues/11234)|Explore swapping build table for left outer joins|
|[#11263](https://github.com/NVIDIA/spark-rapids/issues/11263)|[FEA] Cluster/pack multi_get_json_object paths by common prefixes|

### Bugs Fixed
|||
|:---|:---|
|[#11573](https://github.com/NVIDIA/spark-rapids/issues/11573)|[BUG] very long tail task is observed when many tasks are contending for PrioritySemaphore|
|[#11367](https://github.com/NVIDIA/spark-rapids/issues/11367)|[BUG] Error "table_view.cpp:36: Column size mismatch" when using approx_percentile on a string column|
|[#11543](https://github.com/NVIDIA/spark-rapids/issues/11543)|[BUG] test_yyyyMMdd_format_for_legacy_mode[DATAGEN_SEED=1727619674, TZ=UTC] failed GPU and CPU are not both null|
|[#11500](https://github.com/NVIDIA/spark-rapids/issues/11500)|[BUG] dataproc serverless Integration tests failing in json_matrix_test.py|
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### PRs
|||
|:---|:---|
|[#11582](https://github.com/NVIDIA/spark-rapids/pull/11582)|[DOC] update doc for 24.10 release [skip ci]|
|[#11588](https://github.com/NVIDIA/spark-rapids/pull/11588)|backport fixes of #11573 to branch 24.10|
|[#11569](https://github.com/NVIDIA/spark-rapids/pull/11569)|Have "dump always" dump input files before trying to decode them|
|[#11567](https://github.com/NVIDIA/spark-rapids/pull/11567)|Fix test case unix_timestamp(col, 'yyyyMMdd') failed for Africa/Casablanca timezone and LEGACY mode|
|[#11496](https://github.com/NVIDIA/spark-rapids/pull/11496)|Update test now that code is fixed|
|[#11548](https://github.com/NVIDIA/spark-rapids/pull/11548)|Fix negative rs. shuffle write time|
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