goldmedal commented on code in PR #12401:
URL: https://github.com/apache/datafusion/pull/12401#discussion_r1755141118


##########
datafusion/functions/benches/strpos.rs:
##########
@@ -0,0 +1,143 @@
+// 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;
+
+use arrow::array::{StringArray, StringViewArray};
+use criterion::{black_box, criterion_group, criterion_main, Criterion};
+use datafusion_expr::ColumnarValue;
+use rand::distributions::Alphanumeric;
+use rand::prelude::StdRng;
+use rand::{Rng, SeedableRng};
+use std::str::Chars;
+use std::sync::Arc;
+
+/// gen_arr(4096, 128, 0.1, 0.1, true) will generate a StringViewArray with
+/// 4096 rows, each row containing a string with 128 random characters.
+/// around 10% of the rows are null, around 10% of the rows are non-ASCII.
+fn gen_string_array(
+    n_rows: usize,
+    str_len_chars: usize,
+    null_density: f32,
+    utf8_density: f32,
+    is_string_view: bool, // false -> StringArray, true -> StringViewArray
+) -> Vec<ColumnarValue> {
+    let mut rng = StdRng::seed_from_u64(42);
+    let rng_ref = &mut rng;
+
+    let utf8 = "DatafusionДатаФусион数据融合📊🔥"; // includes utf8 encoding with 
1~4 bytes
+    let corpus_char_count = utf8.chars().count();
+
+    let mut output_string_vec: Vec<Option<String>> = 
Vec::with_capacity(n_rows);
+    let mut output_sub_string_vec: Vec<Option<String>> = 
Vec::with_capacity(n_rows);
+    for _ in 0..n_rows {
+        let rand_num = rng_ref.gen::<f32>(); // [0.0, 1.0)
+        if rand_num < null_density {
+            output_sub_string_vec.push(None);
+            output_string_vec.push(None);
+        } else if rand_num < null_density + utf8_density {
+            // Generate random UTF8 string
+            let mut generated_string = String::with_capacity(str_len_chars);
+            for _ in 0..str_len_chars {
+                let idx = rng_ref.gen_range(0..corpus_char_count);
+                let char = utf8.chars().nth(idx).unwrap();
+                generated_string.push(char);
+            }
+            
output_sub_string_vec.push(Some(random_substring(generated_string.chars())));
+            output_string_vec.push(Some(generated_string));
+        } else {
+            // Generate random ASCII-only string
+            let value = rng_ref
+                .sample_iter(&Alphanumeric)
+                .take(str_len_chars)
+                .collect();
+            let value = String::from_utf8(value).unwrap();
+            output_sub_string_vec.push(Some(random_substring(value.chars())));
+            output_string_vec.push(Some(value));
+        }
+    }
+
+    if is_string_view {
+        let string_view_array: StringViewArray = 
output_string_vec.into_iter().collect();
+        let sub_string_view_array: StringViewArray =
+            output_sub_string_vec.into_iter().collect();
+        vec![
+            ColumnarValue::Array(Arc::new(string_view_array)),
+            ColumnarValue::Array(Arc::new(sub_string_view_array)),
+        ]
+    } else {
+        let string_array: StringArray = 
output_string_vec.clone().into_iter().collect();
+        let sub_string_array: StringArray =

Review Comment:
   I rebase to make all benchmark-related changes in the first commit. It was
   ```
   let sub_string_array: StringViewArray = 
output_string_vec.clone().into_iter().collect();
   ```
   After changing to `StringArray`, the benchmark works fine.



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