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Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.

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**Is your feature request related to a problem or challenge? Please describe what you are trying to do.** - [x] conv - [x] row_number - [x] lower - [x] lpad...

enhancement

**Describe the bug** Memory leak with OOM spark failure `22/08/10 23:29:13 WARN SparkMemoryUtils: Detected leaked allocator, size: 16089088... 22/08/10 23:29:13 WARN Executor: Managed memory leak detected; size = 16777216 bytes,...

bug

**Describe the bug** Memory leak with OOM spark failure `22/08/10 17:13:27 WARN SparkMemoryUtils: Detected leaked allocator, size: 1427456... 22/08/10 17:13:27 WARN Executor: Managed memory leak detected; size = 8388608 bytes,...

bug

I encountered a problem that one of my task is blocked when doing memory chunk cleanup. You can find the stack trace in the following snapshot. ![origin_img_v2_e83b2598-593d-4fc7-b27f-77dfe6c07f7g](https://user-images.githubusercontent.com/1312321/183391240-fafcf24a-b506-48e3-9300-45e303365eb3.jpg) By adding some...

Signed-off-by: Yuan Zhou ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) ## How was this patch tested? (Please explain how this...

## What changes were proposed in this pull request? This patch adds supportCodegenCheck for all functions - by default all functions are set to not supporting codegen Signed-off-by: Yuan Zhou...

**Is your feature request related to a problem or challenge? Please describe what you are trying to do.** Existing solution allow fetch data from Parquet files using Arrow Dataset API...

enhancement

## What changes were proposed in this pull request? Add the strategy to fallback to Vanilla Spark shuffle manager. o Enable fallback shuffle configuration and reuse the ColumnarShuffleExchangeExec o Initiate...

## What changes were proposed in this pull request? Testing projection codegen is lacking in the current code. This PR is proposing a test suite for testing it. ## How...

## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) ## How was this patch tested? (Please explain how this patch was tested....