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     new 458b49109a perf: optimize left function by eliminating double chars() 
iteration (#19571)
458b49109a is described below

commit 458b49109af58e678520edebbad9fb3edfd26992
Author: Liang-Chi Hsieh <[email protected]>
AuthorDate: Sat Jan 10 16:34:41 2026 +0800

    perf: optimize left function by eliminating double chars() iteration 
(#19571)
    
    For negative n values, the function was calling string.chars() twice:
    1. Once to count total characters
    2. Again to take the prefix
    
    This optimization collects chars into a reusable buffer once per row for
    the negative n case, eliminating the redundant iteration.
    
    Benchmark results (negative n, which triggers the optimization):
    - size=1024: 71.323 µs → 52.760 µs  (26.0% faster)
    - size=4096: 289.62 µs → 212.23 µs  (26.7% faster)
    
    Benchmark results (positive n, minimal overhead):
    - size=1024: 24.465 µs → 24.691 µs  (0.9% slower)
    - size=4096: 96.129 µs → 97.078 µs  (1.0% slower)
    
    The dramatic improvement for negative n cases far outweighs the
    negligible overhead for positive n cases.
    
    ## Which issue does this PR close?
    
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    - Closes #.
    
    ## Rationale for this change
    
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    ---------
    
    Co-authored-by: Claude Sonnet 4.5 <[email protected]>
    Co-authored-by: Andrew Lamb <[email protected]>
---
 datafusion/functions/src/unicode/left.rs | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/datafusion/functions/src/unicode/left.rs 
b/datafusion/functions/src/unicode/left.rs
index ecff8f8699..db27d900b6 100644
--- a/datafusion/functions/src/unicode/left.rs
+++ b/datafusion/functions/src/unicode/left.rs
@@ -139,14 +139,23 @@ fn left_impl<'a, T: OffsetSizeTrait, V: 
ArrayAccessor<Item = &'a str>>(
     n_array: &Int64Array,
 ) -> Result<ArrayRef> {
     let iter = ArrayIter::new(string_array);
+    let mut chars_buf = Vec::new();
     let result = iter
         .zip(n_array.iter())
         .map(|(string, n)| match (string, n) {
             (Some(string), Some(n)) => match n.cmp(&0) {
                 Ordering::Less => {
-                    let len = string.chars().count() as i64;
-                    Some(if n.abs() < len {
-                        string.chars().take((len + n) as 
usize).collect::<String>()
+                    // Collect chars once and reuse for both count and take
+                    chars_buf.clear();
+                    chars_buf.extend(string.chars());
+                    let len = chars_buf.len() as i64;
+
+                    // For negative n, take (len + n) chars if n > -len 
(avoiding abs() which panics on i64::MIN)
+                    Some(if n > -len {
+                        chars_buf
+                            .iter()
+                            .take((len + n) as usize)
+                            .collect::<String>()
                     } else {
                         "".to_string()
                     })


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