Dandandan commented on code in PR #16087:
URL: https://github.com/apache/datafusion/pull/16087#discussion_r2096157208


##########
datafusion/functions/benches/ascii.rs:
##########
@@ -0,0 +1,116 @@
+// 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.
+
+extern crate criterion;
+mod helper;
+
+use arrow::datatypes::{DataType, Field};
+use criterion::{black_box, criterion_group, criterion_main, Criterion};
+use datafusion_expr::ScalarFunctionArgs;
+use helper::gen_string_array;
+
+fn criterion_benchmark(c: &mut Criterion) {
+    let ascii = datafusion_functions::string::ascii();
+
+    // All benches are single batch run with 8192 rows
+    const N_ROWS: usize = 8192;
+    const STR_LEN: usize = 16;
+    const NULL_DENSITY: f32 = 0.2;

Review Comment:
   I think it makes sense to add a variant of the tests with `NULL_DENSITY` of 
0.0.
   This way we can optimize for the case with only nulls.



##########
datafusion/functions/benches/ascii.rs:
##########
@@ -0,0 +1,116 @@
+// 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.
+
+extern crate criterion;
+mod helper;
+
+use arrow::datatypes::{DataType, Field};
+use criterion::{black_box, criterion_group, criterion_main, Criterion};
+use datafusion_expr::ScalarFunctionArgs;
+use helper::gen_string_array;
+
+fn criterion_benchmark(c: &mut Criterion) {
+    let ascii = datafusion_functions::string::ascii();
+
+    // All benches are single batch run with 8192 rows
+    const N_ROWS: usize = 8192;
+    const STR_LEN: usize = 16;
+    const NULL_DENSITY: f32 = 0.2;

Review Comment:
   I think it makes sense to add a variant of the tests with `NULL_DENSITY` of 
0.0.
   This way we can optimize for the case with only non-null values.



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