guyuqi opened a new pull request #12138:
URL: https://github.com/apache/arrow/pull/12138
### Benchmark:
Before:
```
BenchmarkSet_32-46 50375077 20.79 ns/op
1539.46 MB/s
BenchmarkSet_64-46 33885868 35.44 ns/op
1806.12 MB/s
BenchmarkSet_500-46 4830316 244.8 ns/op
2042.77 MB/s
BenchmarkSet_512-46 4715967 250.0 ns/op
2047.66 MB/s
BenchmarkSet_1000-46 2502268 473.5 ns/op
2112.03 MB/s
BenchmarkSet_1024-46 2455328 484.5 ns/op
2113.36 MB/s
BenchmarkSet_2000-46 1284357 932.9 ns/op
2143.94 MB/s
BenchmarkSet_2048-46 1254939 952.7 ns/op
2149.64 MB/s
BenchmarkSet_4000-46 649353 1846 ns/op
2166.42 MB/s
BenchmarkSet_4096-46 632190 1892 ns/op
2164.46 MB/s
BenchmarkSet_8000-46 277814 3682 ns/op
2172.91 MB/s
BenchmarkSet_8192-46 281846 3774 ns/op
2170.57 MB/s
```
After:
```
BenchmarkSet_32-46 124619421 9.609 ns/op
3330.07 MB/s
BenchmarkSet_64-46 108461996 11.05 ns/op
5793.86 MB/s
BenchmarkSet_500-46 30755696 34.08 ns/op
14671.42 MB/s
BenchmarkSet_512-46 38423780 26.72 ns/op
19164.37 MB/s
BenchmarkSet_1000-46 25968873 43.92 ns/op
22770.37 MB/s
BenchmarkSet_1024-46 25674890 41.33 ns/op
24775.83 MB/s
BenchmarkSet_2000-46 15052582 75.31 ns/op
26557.55 MB/s
BenchmarkSet_2048-46 15718210 70.64 ns/op
28994.00 MB/s
BenchmarkSet_4000-46 8946339 130.3 ns/op
30700.07 MB/s
BenchmarkSet_4096-46 8686082 133.1 ns/op
30764.04 MB/s
BenchmarkSet_8000-46 4817458 245.3 ns/op
32614.89 MB/s
BenchmarkSet_8192-46 4715134 250.6 ns/op
32686.20 MB/s
```
Get 3x ~ 15x performance uplift.
### Test result: Passed
ARM_ENABLE_EXT=NEON make test
```
go test ./...
ok github.com/apache/arrow/go/v7/arrow (cached)
ok github.com/apache/arrow/go/v7/arrow/array (cached)
ok github.com/apache/arrow/go/v7/arrow/arrio (cached)
ok github.com/apache/arrow/go/v7/arrow/bitutil (cached)
? github.com/apache/arrow/go/v7/arrow/cdata [no test files]
ok github.com/apache/arrow/go/v7/arrow/csv (cached)
ok github.com/apache/arrow/go/v7/arrow/decimal128 (cached)
? github.com/apache/arrow/go/v7/arrow/endian [no test files]
ok github.com/apache/arrow/go/v7/arrow/flight (cached)
ok github.com/apache/arrow/go/v7/arrow/float16 (cached)
? github.com/apache/arrow/go/v7/arrow/internal/arrdata [no test
files]
ok github.com/apache/arrow/go/v7/arrow/internal/arrjson (cached)
ok github.com/apache/arrow/go/v7/arrow/internal/cpu (cached)
? github.com/apache/arrow/go/v7/arrow/internal/debug [no test
files]
? github.com/apache/arrow/go/v7/arrow/internal/flatbuf [no test
files]
? github.com/apache/arrow/go/v7/arrow/internal/flight_integration [no
test files]
?
github.com/apache/arrow/go/v7/arrow/internal/flight_integration/cmd/arrow-flight-integration-client
[no test files]
?
github.com/apache/arrow/go/v7/arrow/internal/flight_integration/cmd/arrow-flight-integration-server
[no test files]
? github.com/apache/arrow/go/v7/arrow/internal/testing/gen [no
test files]
ok github.com/apache/arrow/go/v7/arrow/internal/testing/tools
(cached)
? github.com/apache/arrow/go/v7/arrow/internal/testing/types [no
test files]
ok github.com/apache/arrow/go/v7/arrow/ipc (cached)
ok github.com/apache/arrow/go/v7/arrow/ipc/cmd/arrow-cat (cached)
ok github.com/apache/arrow/go/v7/arrow/ipc/cmd/arrow-file-to-stream
(cached)
ok
github.com/apache/arrow/go/v7/arrow/ipc/cmd/arrow-json-integration-test (cached)
ok github.com/apache/arrow/go/v7/arrow/ipc/cmd/arrow-ls (cached)
ok github.com/apache/arrow/go/v7/arrow/ipc/cmd/arrow-stream-to-file
(cached)
ok github.com/apache/arrow/go/v7/arrow/math (cached)
ok github.com/apache/arrow/go/v7/arrow/memory (cached)
ok github.com/apache/arrow/go/v7/arrow/scalar (cached)
ok github.com/apache/arrow/go/v7/arrow/tensor (cached)
```
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