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Update CHANGELOG.md (NVIDIA#2304)
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Signed-off-by: Sameer Raheja <sraheja@nvidia.com>
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sameerz authored Apr 29, 2021
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### Features
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|:---|:---|
|[#938](https://github.com/NVIDIA/spark-rapids/issues/938)|[FEA] Have hashed shuffle match spark|
|[#1604](https://github.com/NVIDIA/spark-rapids/issues/1604)|[FEA] Support casting structs to strings |
|[#1920](https://github.com/NVIDIA/spark-rapids/issues/1920)|[FEA] Support murmur3 hashing of structs|
|[#2018](https://github.com/NVIDIA/spark-rapids/issues/2018)|[FEA] A way for user to find out the plugin version and cudf version in REPL|
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|[#1782](https://github.com/NVIDIA/spark-rapids/issues/1782)|[FEA] Shim layers to support spark versions|
|[#1625](https://github.com/NVIDIA/spark-rapids/issues/1625)|[FEA] Support Decimal Casts to String and String to Decimal|
|[#166](https://github.com/NVIDIA/spark-rapids/issues/166)|[FEA] Support get_json_object|
|[#2026](https://github.com/NVIDIA/spark-rapids/issues/2026)|[TEST] run the pandas udf using cudf on Databricks|
|[#1698](https://github.com/NVIDIA/spark-rapids/issues/1698)|[FEA] Support casting structs to string|
|[#1912](https://github.com/NVIDIA/spark-rapids/issues/1912)|[FEA] Let `Scalar Pandas UDF ` support array of struct type.|
|[#1136](https://github.com/NVIDIA/spark-rapids/issues/1136)|[FEA] Audit: Script to list commits between different Spark versions/tags|
|[#1921](https://github.com/NVIDIA/spark-rapids/issues/1921)|[FEA] cudf version check should be lenient on later patch version|
|[#1490](https://github.com/NVIDIA/spark-rapids/issues/1490)|[FEA] Add Apache Spark 3.2.0 shim layer|
|[#1733](https://github.com/NVIDIA/spark-rapids/issues/1733)|[FEA] Enable remaining TPC-DS queries in automated benchmark suite|
|[#19](https://github.com/NVIDIA/spark-rapids/issues/19)|[FEA] Out of core sorts|

### Performance
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### Bugs Fixed
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|:---|:---|
|[#2244](https://github.com/NVIDIA/spark-rapids/issues/2244)|[BUG] Executors hanging when running NDS benchmarks|
|[#2278](https://github.com/NVIDIA/spark-rapids/issues/2278)|[BUG] FullOuter join can produce too many results|
|[#2220](https://github.com/NVIDIA/spark-rapids/issues/2220)|[BUG] csv_test.py::test_csv_fallback FAILED on the EMR Cluster|
|[#2225](https://github.com/NVIDIA/spark-rapids/issues/2225)|[BUG] GpuSort fails on tables containing arrays.|
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### PRs
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|:---|:---|
|[#2301](https://github.com/NVIDIA/spark-rapids/pull/2301)|Update doc to reflect nanosleep problem with 460.32.03|
|[#2298](https://github.com/NVIDIA/spark-rapids/pull/2298)|Update changelog for v0.5.0 release [skip ci]|
|[#2293](https://github.com/NVIDIA/spark-rapids/pull/2293)|update cudf version to 0.19.2|
|[#2289](https://github.com/NVIDIA/spark-rapids/pull/2289)|Update docs to warn against 450.80.02 driver with 10.x toolkit|
|[#2285](https://github.com/NVIDIA/spark-rapids/pull/2285)|Require single batch for full outer join streaming|
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|:---|:---|
|[#1496](https://github.com/NVIDIA/spark-rapids/pull/1496)|Update changelog for v0.3.0 release [skip ci]|
|[#1473](https://github.com/NVIDIA/spark-rapids/pull/1473)|Update documentation for 0.3 release|
|[#1371](https://github.com/NVIDIA/spark-rapids/pull/1371)|Start Guide for RAPIDS on AWS EMR 6.2|
|[#1446](https://github.com/NVIDIA/spark-rapids/pull/1446)|Update changelog for 0.3.0 release [skip ci]|
|[#1439](https://github.com/NVIDIA/spark-rapids/pull/1439)|when AQE enabled we fail to fix up exchanges properly and EMR|
|[#1433](https://github.com/NVIDIA/spark-rapids/pull/1433)|fix pandas 1.2 compatible issue|
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