[WIP] Update to DataFusion 53 #6740

Performance Regression: -19.82%

⚡ 29 improved benchmarks
❌ 7 regressed benchmarks
✅ 944 untouched benchmarks
🆕 20 new benchmarks
⏩ 1466 skipped benchmarks¹

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
🆕	Simulation	`sequence_compress_u32`	N/A	5.2 ms	N/A
🆕	Simulation	`sequence_decompress_u32`	N/A	4.1 ms	N/A
⚡	Simulation	`take_map[(0.1, 0.5)]`	2.6 ms	2.1 ms	+25.48%
⚡	Simulation	`take_map[(0.1, 0.1)]`	1,007.5 µs	903.2 µs	+11.55%
⚡	Simulation	`take_map[(0.1, 1.0)]`	4.2 ms	3.5 ms	+18.38%
🆕	Simulation	`decompress_utf8[(1000, 256)]`	N/A	28.5 µs	N/A
🆕	Simulation	`decompress_utf8[(1000, 16)]`	N/A	30.8 µs	N/A
🆕	Simulation	`decompress_utf8[(10000, 4)]`	N/A	209.8 µs	N/A
🆕	Simulation	`decompress_utf8[(10000, 1024)]`	N/A	112.4 µs	N/A
🆕	Simulation	`decompress_utf8[(100000, 4096)]`	N/A	944.6 µs	N/A
🆕	Simulation	`decompress_utf8[(100000, 4)]`	N/A	1.9 ms	N/A
🆕	Simulation	`decompress_utf8[(1000000, 4096)]`	N/A	9.3 ms	N/A
🆕	Simulation	`decompress_utf8[(1000000, 1024)]`	N/A	9.3 ms	N/A
🆕	Simulation	`decompress_utf8[(1000000, 16)]`	N/A	11.7 ms	N/A
🆕	Simulation	`decompress_utf8[(1000, 4)]`	N/A	42.6 µs	N/A
🆕	Simulation	`decompress_utf8[(100000, 1024)]`	N/A	946.7 µs	N/A
🆕	Simulation	`decompress_utf8[(100000, 16)]`	N/A	1.2 ms	N/A
🆕	Simulation	`decompress_utf8[(1000000, 256)]`	N/A	9.4 ms	N/A
🆕	Simulation	`decompress_utf8[(100000, 256)]`	N/A	958.2 µs	N/A
⚡	Simulation	`null_count_run_end[(10000, 4, 0.01)]`	242.3 µs	218.5 µs	+10.88%
...	...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

_{Comparing adamg/datafusion-53 (08f933e) with develop (5d6a3c8)²}

1466 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩
No successful run was found on develop (4cbfb33) during the generation of this report, so 5d6a3c8 was used instead as the comparison base. There might be some changes unrelated to this pull request in this report. ↩