benchmark: bitwise operation

arrow/Cargo.toml

@@ -238,3 +238,8 @@ harness = false
 name = "row_format"
 harness = false
 required-features = ["test_utils"]
+
+[[bench]]
+name = "bitwise_kernel"
+harness = false
+required-features = ["test_utils"]

arrow/benches/bitwise_kernel.rs

@@ -0,0 +1,121 @@
+// 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.
+
+#[macro_use]
+extern crate criterion;
+
+use arrow::compute::kernels::bitwise::{
+    bitwise_and, bitwise_and_scalar, bitwise_not, bitwise_or, bitwise_or_scalar,
+    bitwise_xor, bitwise_xor_scalar,
+};
+use arrow::datatypes::Int64Type;
+use criterion::{black_box, Criterion};
+use rand::RngCore;
+
+extern crate arrow;
+
+use arrow::util::bench_util::create_primitive_array;
+use arrow::util::test_util::seedable_rng;
+
+fn bitwise_array_benchmark(c: &mut Criterion) {
+    let size = 64 * 1024_usize;
+    let left_without_null = create_primitive_array::<Int64Type>(size, 0 as f32);
+    let right_without_null = create_primitive_array::<Int64Type>(size, 0 as f32);
+    let left_with_null = create_primitive_array::<Int64Type>(size, 0.2_f32);
+    let right_with_null = create_primitive_array::<Int64Type>(size, 0.2_f32);
+    // array and
+    let mut group = c.benchmark_group("bench bitwise array: and");
+    group.bench_function("bitwise array and, no nulls", |b| {
+        b.iter(|| {
+            black_box(bitwise_and(&left_without_null, &right_without_null).unwrap())
+        })
+    });
+    group.bench_function("bitwise array and, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_and(&left_with_null, &right_with_null).unwrap()))
+    });
+    group.finish();
+    // array or
+    let mut group = c.benchmark_group("bench bitwise: or");
+    group.bench_function("bitwise array or, no nulls", |b| {
+        b.iter(|| black_box(bitwise_or(&left_without_null, &right_without_null).unwrap()))
+    });
+    group.bench_function("bitwise array or, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_or(&left_with_null, &right_with_null).unwrap()))
+    });
+    group.finish();
+    // xor
+    let mut group = c.benchmark_group("bench bitwise: xor");
+    group.bench_function("bitwise array xor, no nulls", |b| {
+        b.iter(|| {
+            black_box(bitwise_xor(&left_without_null, &right_without_null).unwrap())
+        })
+    });
+    group.bench_function("bitwise array xor, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_xor(&left_with_null, &right_with_null).unwrap()))
+    });
+    group.finish();
+    // not
+    let mut group = c.benchmark_group("bench bitwise: not");
+    group.bench_function("bitwise array not, no nulls", |b| {
+        b.iter(|| black_box(bitwise_not(&left_without_null).unwrap()))
+    });
+    group.bench_function("bitwise array not, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_not(&left_with_null).unwrap()))
+    });
+    group.finish();
+}
+
+fn bitwise_array_scalar_benchmark(c: &mut Criterion) {
+    let size = 64 * 1024_usize;
+    let array_without_null = create_primitive_array::<Int64Type>(size, 0 as f32);
+    let array_with_null = create_primitive_array::<Int64Type>(size, 0.2_f32);
+    let scalar = seedable_rng().next_u64() as i64;
+    // array scalar and
+    let mut group = c.benchmark_group("bench bitwise array scalar: and");
+    group.bench_function("bitwise array scalar and, no nulls", |b| {
+        b.iter(|| black_box(bitwise_and_scalar(&array_without_null, scalar).unwrap()))
+    });
+    group.bench_function("bitwise array and, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_and_scalar(&array_with_null, scalar).unwrap()))
+    });
+    group.finish();
+    // array scalar or
+    let mut group = c.benchmark_group("bench bitwise array scalar: or");
+    group.bench_function("bitwise array scalar or, no nulls", |b| {
+        b.iter(|| black_box(bitwise_or_scalar(&array_without_null, scalar).unwrap()))
+    });
+    group.bench_function("bitwise array scalar or, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_or_scalar(&array_with_null, scalar).unwrap()))
+    });
+    group.finish();
+    // array scalar xor
+    let mut group = c.benchmark_group("bench bitwise array scalar: xor");
+    group.bench_function("bitwise array scalar xor, no nulls", |b| {
+        b.iter(|| black_box(bitwise_xor_scalar(&array_without_null, scalar).unwrap()))
+    });
+    group.bench_function("bitwise array scalar xor, 20% nulls", |b| {
+        b.iter(|| black_box(bitwise_xor_scalar(&array_with_null, scalar).unwrap()))
+    });
+    group.finish();
+}
+
+criterion_group!(
+    benches,
+    bitwise_array_benchmark,
+    bitwise_array_scalar_benchmark
+);
+criterion_main!(benches);