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Optimize character_length UDF performance
Use type-specific implementations instead of the generic StringArrayType trait: - Utf8/LargeUtf8 ASCII path: compute lengths directly from offsets buffer without touching string data (~1.9x faster for short strings) - StringView ASCII path: read lengths from view metadata (first 4 bytes) - Non-ASCII paths: unchanged, using chars().count() Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Lines changed: 74 additions & 41 deletions

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datafusion/functions/src/unicode/character_length.rs

Lines changed: 74 additions & 41 deletions
Original file line numberDiff line numberDiff line change
@@ -17,8 +17,8 @@
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use crate::utils::{make_scalar_function, utf8_to_int_type};
1919
use arrow::array::{
20-
Array, ArrayRef, ArrowPrimitiveType, AsArray, OffsetSizeTrait, PrimitiveArray,
21-
StringArrayType,
20+
Array, ArrayRef, ArrowPrimitiveType, AsArray, GenericStringArray, OffsetSizeTrait,
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PrimitiveArray, StringViewArray,
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};
2323
use arrow::datatypes::{ArrowNativeType, DataType, Int32Type, Int64Type};
2424
use datafusion_common::Result;
@@ -104,65 +104,98 @@ fn character_length(args: &[ArrayRef]) -> Result<ArrayRef> {
104104
match args[0].data_type() {
105105
DataType::Utf8 => {
106106
let string_array = args[0].as_string::<i32>();
107-
character_length_general::<Int32Type, _>(&string_array)
107+
character_length_offsets::<Int32Type, i32>(string_array)
108108
}
109109
DataType::LargeUtf8 => {
110110
let string_array = args[0].as_string::<i64>();
111-
character_length_general::<Int64Type, _>(&string_array)
111+
character_length_offsets::<Int64Type, i64>(string_array)
112112
}
113113
DataType::Utf8View => {
114114
let string_array = args[0].as_string_view();
115-
character_length_general::<Int32Type, _>(&string_array)
115+
character_length_string_view::<Int32Type>(string_array)
116116
}
117117
_ => unreachable!("CharacterLengthFunc"),
118118
}
119119
}
120120

121-
fn character_length_general<'a, T, V>(array: &V) -> Result<ArrayRef>
121+
/// Optimized character_length for offset-based string arrays (Utf8/LargeUtf8).
122+
/// For ASCII-only arrays, computes lengths directly from the offsets buffer
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/// without touching the string data at all.
124+
fn character_length_offsets<T, O>(array: &GenericStringArray<O>) -> Result<ArrayRef>
122125
where
123126
T: ArrowPrimitiveType,
124127
T::Native: OffsetSizeTrait,
125-
V: StringArrayType<'a>,
128+
O: OffsetSizeTrait,
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{
127-
// String characters are variable length encoded in UTF-8, counting the
128-
// number of chars requires expensive decoding, however checking if the
129-
// string is ASCII only is relatively cheap.
130-
// If strings are ASCII only, count bytes instead.
131-
let is_array_ascii_only = array.is_ascii();
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let nulls = array.nulls().cloned();
133-
let array = {
134-
if is_array_ascii_only {
135-
let values: Vec<_> = (0..array.len())
136-
.map(|i| {
137-
// Safety: we are iterating with array.len() so the index is always valid
138-
let value = unsafe { array.value_unchecked(i) };
131+
let offsets = array.offsets();
132+
133+
if array.is_ascii() {
134+
// ASCII: byte length == char length, compute from offsets only
135+
let values: Vec<T::Native> = offsets
136+
.windows(2)
137+
.map(|w| T::Native::usize_as((w[1] - w[0]).as_usize()))
138+
.collect();
139+
Ok(Arc::new(PrimitiveArray::<T>::new(values.into(), nulls)))
140+
} else {
141+
let values: Vec<T::Native> = (0..array.len())
142+
.map(|i| {
143+
// Safety: i is within bounds
144+
let value = unsafe { array.value_unchecked(i) };
145+
if value.is_empty() {
146+
T::default_value()
147+
} else if value.is_ascii() {
139148
T::Native::usize_as(value.len())
140-
})
141-
.collect();
142-
PrimitiveArray::<T>::new(values.into(), nulls)
143-
} else {
144-
let values: Vec<_> = (0..array.len())
145-
.map(|i| {
146-
// Safety: we are iterating with array.len() so the index is always valid
147-
if array.is_null(i) {
149+
} else {
150+
T::Native::usize_as(value.chars().count())
151+
}
152+
})
153+
.collect();
154+
Ok(Arc::new(PrimitiveArray::<T>::new(values.into(), nulls)))
155+
}
156+
}
157+
158+
/// Optimized character_length for StringViewArray.
159+
/// For ASCII-only arrays, reads string lengths directly from the view metadata
160+
/// without touching string data.
161+
fn character_length_string_view<T>(array: &StringViewArray) -> Result<ArrayRef>
162+
where
163+
T: ArrowPrimitiveType,
164+
T::Native: OffsetSizeTrait,
165+
{
166+
let nulls = array.nulls().cloned();
167+
let views = array.views();
168+
169+
if array.is_ascii() {
170+
// ASCII: byte length == char length, read length from view (first 4 bytes)
171+
let values: Vec<T::Native> = views
172+
.iter()
173+
.map(|view| {
174+
let len = (*view as u32) as usize;
175+
T::Native::usize_as(len)
176+
})
177+
.collect();
178+
Ok(Arc::new(PrimitiveArray::<T>::new(values.into(), nulls)))
179+
} else {
180+
let values: Vec<T::Native> = (0..array.len())
181+
.map(|i| {
182+
if array.is_null(i) {
183+
T::default_value()
184+
} else {
185+
// Safety: i is within bounds
186+
let value = unsafe { array.value_unchecked(i) };
187+
if value.is_empty() {
148188
T::default_value()
189+
} else if value.is_ascii() {
190+
T::Native::usize_as(value.len())
149191
} else {
150-
let value = unsafe { array.value_unchecked(i) };
151-
if value.is_empty() {
152-
T::default_value()
153-
} else if value.is_ascii() {
154-
T::Native::usize_as(value.len())
155-
} else {
156-
T::Native::usize_as(value.chars().count())
157-
}
192+
T::Native::usize_as(value.chars().count())
158193
}
159-
})
160-
.collect();
161-
PrimitiveArray::<T>::new(values.into(), nulls)
162-
}
163-
};
164-
165-
Ok(Arc::new(array))
194+
}
195+
})
196+
.collect();
197+
Ok(Arc::new(PrimitiveArray::<T>::new(values.into(), nulls)))
198+
}
166199
}
167200

168201
#[cfg(test)]

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