extern crate criterion;
use arrow::datatypes::{DataType, Field};
use arrow::util::bench_util::create_string_array_with_len;
use criterion::{black_box, criterion_group, criterion_main, Criterion};
use datafusion_common::ScalarValue;
use datafusion_expr::{ColumnarValue, ScalarFunctionArgs};
use datafusion_functions::core::nullif;
use std::sync::Arc;
fn criterion_benchmark(c: &mut Criterion) {
let nullif = nullif();
for size in [1024, 4096, 8192] {
let array = Arc::new(create_string_array_with_len::<i32>(size, 0.2, 32));
let args = vec![
ColumnarValue::Scalar(ScalarValue::Utf8(Some("abcd".to_string()))),
ColumnarValue::Array(array),
];
let arg_fields = args
.iter()
.enumerate()
.map(|(idx, arg)| {
Field::new(format!("arg_{idx}"), arg.data_type(), true).into()
})
.collect::<Vec<_>>();
c.bench_function(&format!("nullif scalar array: {size}"), |b| {
b.iter(|| {
black_box(
nullif
.invoke_with_args(ScalarFunctionArgs {
args: args.clone(),
arg_fields: arg_fields.clone(),
number_rows: size,
return_field: Field::new("f", DataType::Utf8, true).into(),
})
.unwrap(),
)
})
});
}
}
criterion_group!(benches, criterion_benchmark);
criterion_main!(benches);