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Posted to github@arrow.apache.org by "yjshen (via GitHub)" <gi...@apache.org> on 2023/09/14 15:55:08 UTC
[GitHub] [arrow-datafusion] yjshen commented on pull request #7400: feat: Support spilling for hash aggregation
yjshen commented on PR #7400:
URL: https://github.com/apache/arrow-datafusion/pull/7400#issuecomment-1719722490
On a M2 Max Mac:
```
--------------------
Benchmark tpch.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query ┃ main ┃ agg-spill-pr ┃ Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1 │ 373.61ms │ 379.52ms │ no change │
│ QQuery 2 │ 54.07ms │ 71.85ms │ 1.33x slower │
│ QQuery 3 │ 127.28ms │ 125.39ms │ no change │
│ QQuery 4 │ 77.72ms │ 77.59ms │ no change │
│ QQuery 5 │ 153.95ms │ 155.71ms │ no change │
│ QQuery 6 │ 74.79ms │ 75.29ms │ no change │
│ QQuery 7 │ 215.22ms │ 217.05ms │ no change │
│ QQuery 8 │ 181.37ms │ 182.10ms │ no change │
│ QQuery 9 │ 255.84ms │ 254.07ms │ no change │
│ QQuery 10 │ 201.64ms │ 204.14ms │ no change │
│ QQuery 11 │ 50.53ms │ 51.22ms │ no change │
│ QQuery 12 │ 136.34ms │ 133.59ms │ no change │
│ QQuery 13 │ 209.86ms │ 213.03ms │ no change │
│ QQuery 14 │ 107.24ms │ 110.68ms │ no change │
│ QQuery 15 │ 77.42ms │ 78.31ms │ no change │
│ QQuery 16 │ 46.33ms │ 46.21ms │ no change │
│ QQuery 17 │ 165.80ms │ 167.61ms │ no change │
│ QQuery 18 │ 308.12ms │ 299.10ms │ no change │
│ QQuery 19 │ 206.49ms │ 207.36ms │ no change │
│ QQuery 20 │ 120.51ms │ 122.26ms │ no change │
│ QQuery 21 │ 319.92ms │ 325.50ms │ no change │
│ QQuery 22 │ 47.27ms │ 46.02ms │ no change │
└──────────────┴──────────┴──────────────┴──────────────┘
--------------------
Benchmark tpch_mem.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query ┃ main ┃ agg-spill-pr ┃ Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1 │ 249.33ms │ 249.81ms │ no change │
│ QQuery 2 │ 34.74ms │ 43.41ms │ 1.25x slower │
│ QQuery 3 │ 45.14ms │ 45.13ms │ no change │
│ QQuery 4 │ 35.32ms │ 35.42ms │ no change │
│ QQuery 5 │ 90.31ms │ 89.50ms │ no change │
│ QQuery 6 │ 9.60ms │ 9.50ms │ no change │
│ QQuery 7 │ 172.73ms │ 178.81ms │ no change │
│ QQuery 8 │ 69.94ms │ 68.29ms │ no change │
│ QQuery 9 │ 131.35ms │ 126.52ms │ no change │
│ QQuery 10 │ 84.17ms │ 86.08ms │ no change │
│ QQuery 11 │ 37.16ms │ 36.25ms │ no change │
│ QQuery 12 │ 57.98ms │ 57.18ms │ no change │
│ QQuery 13 │ 93.57ms │ 92.33ms │ no change │
│ QQuery 14 │ 11.52ms │ 11.62ms │ no change │
│ QQuery 15 │ 13.57ms │ 14.29ms │ 1.05x slower │
│ QQuery 16 │ 36.73ms │ 38.23ms │ no change │
│ QQuery 17 │ 74.55ms │ 74.09ms │ no change │
│ QQuery 18 │ 248.72ms │ 242.23ms │ no change │
│ QQuery 19 │ 50.12ms │ 50.65ms │ no change │
│ QQuery 20 │ 73.09ms │ 73.83ms │ no change │
│ QQuery 21 │ 240.83ms │ 231.30ms │ no change │
│ QQuery 22 │ 27.21ms │ 27.18ms │ no change │
└──────────────┴──────────┴──────────────┴──────────────┘
```
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