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Update benchmarks (#1121)
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andygrove authored Nov 20, 2024
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Expand Up @@ -88,11 +88,25 @@ See the [architecture guide](docs/source/contributors-guide/architecture.md) for

We run some simple benchmarks comparing Ballista with Apache Spark to track progress with performance optimizations.
These are benchmarks derived from TPC-H and not official TPC-H benchmarks. These results are from running individual
queries at scale factor 10 (10 GB) on a single node with a single executor and 24 concurrent tasks.
queries at scale factor 100 (100 GB) on a single node with a single executor and 8 concurrent tasks.

The tracking issue for improving these results is [#339](https://github.com/apache/arrow-ballista/issues/339).
### Overall Speedup

![benchmarks](docs/sqlbench-h-perf-0.12.png)
The overall speedup is 2.9x

![benchmarks](docs/source/_static/images/tpch_allqueries.png)

### Per Query Comparison

![benchmarks](docs/source/_static/images/tpch_queries_compare.png)

### Relative Speedup

![benchmarks](docs/source/_static/images/tpch_queries_speedup_rel.png)

### Absolute Speedup

![benchmarks](docs/source/_static/images/tpch_queries_speedup_abs.png)

# Getting Started

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