sunchao commented on code in PR #12024:
URL: https://github.com/apache/arrow-rs/pull/12024#discussion_r4485667268


##########
arrow-buffer/benches/boolean_buffer_builder.rs:
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@@ -0,0 +1,122 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use arrow_buffer::BooleanBufferBuilder;
+use criterion::{BenchmarkId, Criterion, Throughput, criterion_group, 
criterion_main};
+use rand::rngs::StdRng;
+use rand::{RngExt, SeedableRng};
+use std::hint;
+
+const LEN: usize = 64 * 1024;
+
+fn criterion_benchmark(c: &mut Criterion) {
+    let mut rng = StdRng::seed_from_u64(42);
+    let inputs = [
+        ("random", (0..LEN).map(|_| rng.random_bool(0.5)).collect()),
+        (
+            "mostly_true",
+            (0..LEN).map(|_| rng.random_bool(0.9)).collect(),
+        ),
+        ("all_true", vec![true; LEN]),
+    ];
+
+    let mut group = c.benchmark_group("BooleanBufferBuilder append_slice");
+    group.throughput(Throughput::Elements(LEN as u64));
+
+    for (name, values) in &inputs {
+        // An offset of 3 bits makes the slice start in the middle of a byte
+        for offset in [0, 3] {
+            let id = BenchmarkId::new(format!("offset_{offset}"), name);
+            group.bench_with_input(id, values, |b, values: &Vec<bool>| {
+                b.iter(|| {
+                    let mut builder = BooleanBufferBuilder::new(offset + LEN);
+                    builder.append_n(offset, true);
+                    builder.append_slice(hint::black_box(values));
+                    hint::black_box(builder.finish())
+                })
+            });
+        }
+    }
+
+    group.finish();
+
+    // Many appends of 1 to 7 values each, starting in the middle of a byte.
+    // Lengths cycle through 1 to 7, which adds up to `CALLS * 4` values.
+    const CALLS: usize = 7 * 1024;
+    let short_inputs = [
+        (
+            "random",
+            (0..CALLS * 4).map(|_| rng.random_bool(0.5)).collect(),
+        ),
+        ("all_false", vec![false; CALLS * 4]),
+    ];
+
+    let mut group = c.benchmark_group("BooleanBufferBuilder append_slice 
short");
+    group.throughput(Throughput::Elements(CALLS as u64));
+
+    for (name, values) in &short_inputs {
+        group.bench_with_input(*name, values, |b, values: &Vec<bool>| {
+            b.iter(|| {
+                let mut builder = BooleanBufferBuilder::new(3 + values.len());
+                builder.append_n(3, true);
+                let mut start = 0;
+                for i in 0..CALLS {
+                    let end = start + i % 7 + 1;
+                    builder.append_slice(hint::black_box(&values[start..end]));
+                    start = end;
+                }
+                hint::black_box(builder.finish())
+            })
+        });
+    }
+
+    group.finish();
+
+    // Many appends of 8 values each. At offset 3 every value goes to the head
+    // or the remainder, and none is packed.

Review Comment:
   Small wording update for the new cutoff. Both offsets now pack all eight 
values through the short path. The distinction this benchmark captures is how 
many destination bytes are written.
   
   ```suggestion
       // Repeated eight-value appends write one byte at offset 0 and span two 
bytes at offset 3.
   ```



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