perf: use aligned pointer reads for SparkUnsafeRow field accessors

SparkUnsafeRow field offsets are always 8-byte aligned (the JVM
guarantees 8-byte alignment on the base address, bitset_width is a
multiple of 8, and each field slot is 8 bytes). This means we can
safely use ptr::read() instead of the from_le_bytes(slice) pattern
for all typed accesses, avoiding slice creation and try_into overhead.

Move primitive accessor implementations out of the SparkUnsafeObject
trait defaults and into each concrete impl via a macro parameterized
on the read method:
- SparkUnsafeRow uses ptr::read() (aligned)
- SparkUnsafeArray uses ptr::read_unaligned() (may be unaligned when
  nested in a row's variable-length region)

Also switch is_null_at/set_not_null_at in SparkUnsafeRow from
read_unaligned/write_unaligned to aligned read/write, since the null
bitset is always at 8-byte aligned offsets within the row.

Author: andygrove

native/core/src/execution/shuffle/spark_unsafe/list.rs

@@ -19,7 +19,10 @@ use crate::{
     errors::CometError,
     execution::shuffle::spark_unsafe::{
         map::append_map_elements,
-        row::{append_field, downcast_builder_ref, SparkUnsafeObject, SparkUnsafeRow},
+        row::{
+            append_field, downcast_builder_ref, impl_primitive_accessors, SparkUnsafeObject,
+            SparkUnsafeRow,
+        },
     },
 };
 use arrow::array::{
@@ -101,6 +104,10 @@ impl SparkUnsafeObject for SparkUnsafeArray {
     fn get_element_offset(&self, index: usize, element_size: usize) -> *const u8 {
         (self.element_offset + (index * element_size) as i64) as *const u8
     }
+
+    // SparkUnsafeArray base address may be unaligned when nested within a row's variable-length
+    // region, so we must use ptr::read_unaligned() for all typed accesses.
+    impl_primitive_accessors!(read_unaligned);
 }
 
 impl SparkUnsafeArray {

native/core/src/execution/shuffle/spark_unsafe/row.rs

@@ -71,13 +71,32 @@ const NESTED_TYPE_BUILDER_CAPACITY: usize = 100;
 /// safe to call as long as:
 /// - The index is within bounds (caller's responsibility)
 /// - The object was constructed from valid Spark UnsafeRow/UnsafeArray data
+///
+/// # Alignment
+///
+/// Primitive accessor methods are implemented separately for each type because they have
+/// different alignment guarantees:
+/// - `SparkUnsafeRow`: All field offsets are 8-byte aligned (bitset width is a multiple of 8,
+///   and each field slot is 8 bytes), so accessors use aligned `ptr::read()`.
+/// - `SparkUnsafeArray`: The array base address may be unaligned when nested within a row's
+///   variable-length region, so accessors use `ptr::read_unaligned()`.
 pub trait SparkUnsafeObject {
     /// Returns the address of the row.
     fn get_row_addr(&self) -> i64;
 
     /// Returns the offset of the element at the given index.
     fn get_element_offset(&self, index: usize, element_size: usize) -> *const u8;
 
+    fn get_boolean(&self, index: usize) -> bool;
+    fn get_byte(&self, index: usize) -> i8;
+    fn get_short(&self, index: usize) -> i16;
+    fn get_int(&self, index: usize) -> i32;
+    fn get_long(&self, index: usize) -> i64;
+    fn get_float(&self, index: usize) -> f32;
+    fn get_double(&self, index: usize) -> f64;
+    fn get_date(&self, index: usize) -> i32;
+    fn get_timestamp(&self, index: usize) -> i64;
+
     /// Returns the offset and length of the element at the given index.
     #[inline]
     fn get_offset_and_len(&self, index: usize) -> (i32, i32) {
@@ -87,79 +106,6 @@ pub trait SparkUnsafeObject {
         (offset, len)
     }
 
-    /// Returns boolean value at the given index of the object.
-    #[inline]
-    fn get_boolean(&self, index: usize) -> bool {
-        let addr = self.get_element_offset(index, 1);
-        // SAFETY: addr points to valid element data within the UnsafeRow/UnsafeArray region.
-        // The caller ensures index is within bounds.
-        debug_assert!(
-            !addr.is_null(),
-            "get_boolean: null pointer at index {index}"
-        );
-        unsafe { *addr != 0 }
-    }
-
-    /// Returns byte value at the given index of the object.
-    #[inline]
-    fn get_byte(&self, index: usize) -> i8 {
-        let addr = self.get_element_offset(index, 1);
-        // SAFETY: addr points to valid element data (1 byte) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_byte: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 1) };
-        i8::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns short value at the given index of the object.
-    #[inline]
-    fn get_short(&self, index: usize) -> i16 {
-        let addr = self.get_element_offset(index, 2);
-        // SAFETY: addr points to valid element data (2 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_short: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 2) };
-        i16::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns integer value at the given index of the object.
-    #[inline]
-    fn get_int(&self, index: usize) -> i32 {
-        let addr = self.get_element_offset(index, 4);
-        // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_int: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 4) };
-        i32::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns long value at the given index of the object.
-    #[inline]
-    fn get_long(&self, index: usize) -> i64 {
-        let addr = self.get_element_offset(index, 8);
-        // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_long: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 8) };
-        i64::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns float value at the given index of the object.
-    #[inline]
-    fn get_float(&self, index: usize) -> f32 {
-        let addr = self.get_element_offset(index, 4);
-        // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_float: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 4) };
-        f32::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns double value at the given index of the object.
-    #[inline]
-    fn get_double(&self, index: usize) -> f64 {
-        let addr = self.get_element_offset(index, 8);
-        // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_double: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 8) };
-        f64::from_le_bytes(slice.try_into().unwrap())
-    }
-
     /// Returns string value at the given index of the object.
     fn get_string(&self, index: usize) -> &str {
         let (offset, len) = self.get_offset_and_len(index);
@@ -190,29 +136,6 @@ pub trait SparkUnsafeObject {
         unsafe { std::slice::from_raw_parts(addr as *const u8, len as usize) }
     }
 
-    /// Returns date value at the given index of the object.
-    #[inline]
-    fn get_date(&self, index: usize) -> i32 {
-        let addr = self.get_element_offset(index, 4);
-        // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
-        debug_assert!(!addr.is_null(), "get_date: null pointer at index {index}");
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 4) };
-        i32::from_le_bytes(slice.try_into().unwrap())
-    }
-
-    /// Returns timestamp value at the given index of the object.
-    #[inline]
-    fn get_timestamp(&self, index: usize) -> i64 {
-        let addr = self.get_element_offset(index, 8);
-        // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
-        debug_assert!(
-            !addr.is_null(),
-            "get_timestamp: null pointer at index {index}"
-        );
-        let slice: &[u8] = unsafe { std::slice::from_raw_parts(addr, 8) };
-        i64::from_le_bytes(slice.try_into().unwrap())
-    }
-
     /// Returns decimal value at the given index of the object.
     fn get_decimal(&self, index: usize, precision: u8) -> i128 {
         if precision <= MAX_LONG_DIGITS {
@@ -244,6 +167,94 @@ pub trait SparkUnsafeObject {
     }
 }
 
+/// Generates primitive accessor implementations for `SparkUnsafeObject`.
+///
+/// Uses `$read_method` to read typed values from raw pointers:
+/// - `read` for aligned access (SparkUnsafeRow — all offsets are 8-byte aligned)
+/// - `read_unaligned` for potentially unaligned access (SparkUnsafeArray)
+macro_rules! impl_primitive_accessors {
+    ($read_method:ident) => {
+        #[inline]
+        fn get_boolean(&self, index: usize) -> bool {
+            let addr = self.get_element_offset(index, 1);
+            debug_assert!(
+                !addr.is_null(),
+                "get_boolean: null pointer at index {index}"
+            );
+            // SAFETY: addr points to valid element data within the row/array region.
+            unsafe { *addr != 0 }
+        }
+
+        #[inline]
+        fn get_byte(&self, index: usize) -> i8 {
+            let addr = self.get_element_offset(index, 1);
+            debug_assert!(!addr.is_null(), "get_byte: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (1 byte) within the row/array region.
+            unsafe { *(addr as *const i8) }
+        }
+
+        #[inline]
+        fn get_short(&self, index: usize) -> i16 {
+            let addr = self.get_element_offset(index, 2) as *const i16;
+            debug_assert!(!addr.is_null(), "get_short: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (2 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_int(&self, index: usize) -> i32 {
+            let addr = self.get_element_offset(index, 4) as *const i32;
+            debug_assert!(!addr.is_null(), "get_int: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_long(&self, index: usize) -> i64 {
+            let addr = self.get_element_offset(index, 8) as *const i64;
+            debug_assert!(!addr.is_null(), "get_long: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_float(&self, index: usize) -> f32 {
+            let addr = self.get_element_offset(index, 4) as *const f32;
+            debug_assert!(!addr.is_null(), "get_float: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_double(&self, index: usize) -> f64 {
+            let addr = self.get_element_offset(index, 8) as *const f64;
+            debug_assert!(!addr.is_null(), "get_double: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_date(&self, index: usize) -> i32 {
+            let addr = self.get_element_offset(index, 4) as *const i32;
+            debug_assert!(!addr.is_null(), "get_date: null pointer at index {index}");
+            // SAFETY: addr points to valid element data (4 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+
+        #[inline]
+        fn get_timestamp(&self, index: usize) -> i64 {
+            let addr = self.get_element_offset(index, 8) as *const i64;
+            debug_assert!(
+                !addr.is_null(),
+                "get_timestamp: null pointer at index {index}"
+            );
+            // SAFETY: addr points to valid element data (8 bytes) within the row/array region.
+            unsafe { addr.$read_method() }
+        }
+    };
+}
+pub(crate) use impl_primitive_accessors;
+
 pub struct SparkUnsafeRow {
     row_addr: i64,
     row_size: i32,
@@ -258,6 +269,11 @@ impl SparkUnsafeObject for SparkUnsafeRow {
     fn get_element_offset(&self, index: usize, _: usize) -> *const u8 {
         (self.row_addr + self.row_bitset_width + (index * 8) as i64) as *const u8
     }
+
+    // SparkUnsafeRow field offsets are always 8-byte aligned: the base address is 8-byte
+    // aligned (JVM guarantee), bitset_width is a multiple of 8, and each field slot is
+    // 8 bytes. This means we can safely use aligned ptr::read() for all typed accesses.
+    impl_primitive_accessors!(read);
 }
 
 impl Default for SparkUnsafeRow {
@@ -321,11 +337,13 @@ impl SparkUnsafeRow {
         // SAFETY: row_addr points to valid Spark UnsafeRow data with at least
         // ceil(num_fields/64) * 8 bytes of null bitset. The caller ensures index < num_fields.
         // word_offset is within the bitset region since (index >> 6) << 3 < bitset size.
+        // The bitset starts at row_addr (8-byte aligned) and each word is at offset 8*k,
+        // so word_offset is always 8-byte aligned — we can use aligned ptr::read().
         debug_assert!(self.row_addr != -1, "is_null_at: row not initialized");
         unsafe {
             let mask: i64 = 1i64 << (index & 0x3f);
             let word_offset = (self.row_addr + (((index >> 6) as i64) << 3)) as *const i64;
-            let word: i64 = word_offset.read_unaligned();
+            let word: i64 = word_offset.read();
             (word & mask) != 0
         }
     }
@@ -336,12 +354,13 @@ impl SparkUnsafeRow {
         // ceil(num_fields/64) * 8 bytes of null bitset. The caller ensures index < num_fields.
         // word_offset is within the bitset region since (index >> 6) << 3 < bitset size.
         // Writing is safe because we have mutable access and the memory is owned by the JVM.
+        // The bitset is always 8-byte aligned — we can use aligned ptr::read()/write().
         debug_assert!(self.row_addr != -1, "set_not_null_at: row not initialized");
         unsafe {
             let mask: i64 = 1i64 << (index & 0x3f);
             let word_offset = (self.row_addr + (((index >> 6) as i64) << 3)) as *mut i64;
-            let word: i64 = word_offset.read_unaligned();
-            word_offset.write_unaligned(word & !mask);
+            let word: i64 = word_offset.read();
+            word_offset.write(word & !mask);
         }
     }
 }