drusso commented on a change in pull request #8556:
URL: https://github.com/apache/arrow/pull/8556#discussion_r518923411



##########
File path: rust/arrow/src/compute/kernels/take.rs
##########
@@ -195,15 +217,21 @@ where
 
     let null_slice = null_buf.data_mut();
 
-    let new_values: Vec<T::Native> = (0..data_len)
-        .map(|i| {
-            let index = indices.value(i) as usize;
-            if array.is_null(index) {
-                bit_util::unset_bit(null_slice, i);
-            }
-            array.value(index)
-        })
-        .collect();
+    let mut new_values: Vec<T::Native> = Vec::with_capacity(data_len);
+    let mut i = 0;
+    while i < data_len {

Review comment:
       I initially implemented this just as you wrote, but I opted for the 
`while` since it makes a non-negligible difference in the benchmarks. 
   
   I believe the while loop and the original `::collect::Vec<T::Native>()` 
version show equivalent performance – it's the while loop vs. 
`::collect::<Result<Vec<_>>()?` where there's difference. 
   
   




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