Ahmed Hussein

### Context - https://github.com/apache/spark/commit/7ae2b85c48 - Rapids ISsues: https://github.com/NVIDIA/spark-rapids/issues/6293 ### What changes were proposed in SPARK pull request? fix the incorrect target type in the error message of the cast overflow....

### Context - https://github.com/apache/spark/commit/3f84c7d56a - Similar to https://github.com/NVIDIA/spark-rapids/issues/6326 ### What changes were proposed in SPARK pull request? support casts of decimals to ANSI intervals, and follow the SQL standard Before:...

**Is your feature request related to a problem? Please describe.** Implement profiling tool UI to match qualification tool UI look and feel. This will be an important feature to enable...

**Is your feature request related to a problem? Please describe.** Following up on #6300 , the Autotuner code should be refactored in a way to enable testing recommendations based on...

**Is your feature request related to a problem? Please describe.** Use heuristics based techniques to recommend Spark configurations for users to run Spark on RAPIDS.

Adding AutoTuner to Profiling Tool

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Fixes #6300 This is a fork from previous #6301 which failed the CI. The following changes were applied to the original PR: - Fix broken test AnalysisSuite - Remove AutoTunerSuite...

#### Spark-context https://github.com/apache/spark/commit/1b6f14ff8c reverted: https://github.com/apache/spark/commit/939c2402c8 put back: https://github.com/apache/spark/commit/51e4c2cc55 #### What changes were proposed in SPARK pull request? Use different error class `INTERVAL_ARITHMETIC_OVERFLOW` for arithmetic overflows of numeric/interval. #### Why are...

[SPARK-39961][SQL] DS V2 push-down translate Cast if the cast is safe

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#### Spark-context 3.4: https://github.com/apache/spark/commit/bf8a4c47ac #### What changes were proposed in SPARK pull request? This PR will call `Cast.canUpCast` so as we can translate `Cast` to V2 `Cast` safely. ``` case...

[SPARK-39865][SQL] Show proper error messages on the overflow errors of table insert

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#### Spark-context - spark-3.4: https://github.com/apache/spark/commit/d5dbe7d4e9 - Followup: https://github.com/apache/spark/commit/9f9a0a4507 - spark-3.3: https://github.com/apache/spark/commit/19991047d5 #### What changes were proposed in SPARK pull request? The table insertion is using the same CAST expression, but...

**Is your feature request related to a problem? Please describe.** Add a new `inferDate` option to CSV Options. The description is: > Whether or not to infer columns that satisfy...