diff --git a/native/spark-expr/src/bitwise_funcs/bitwise_count.rs b/native/spark-expr/src/bitwise_funcs/bitwise_count.rs
index 4ab63e532c..b65c507320 100644
--- a/native/spark-expr/src/bitwise_funcs/bitwise_count.rs
+++ b/native/spark-expr/src/bitwise_funcs/bitwise_count.rs
@@ -16,7 +16,7 @@
 // under the License.
 
 use arrow::{array::*, datatypes::DataType};
-use datafusion::common::{exec_err, internal_datafusion_err, internal_err, Result};
+use datafusion::common::{exec_err, internal_datafusion_err, Result};
 use datafusion::logical_expr::{ScalarFunctionArgs, ScalarUDFImpl, Signature, Volatility};
 use datafusion::{error::DataFusionError, logical_expr::ColumnarValue};
 use std::any::Any;
@@ -99,15 +99,38 @@ pub fn spark_bit_count(args: [ColumnarValue; 1]) -> Result<ColumnarValue> {
                 DataType::Int16 => compute_op!(array, Int16Array),
                 DataType::Int32 => compute_op!(array, Int32Array),
                 DataType::Int64 => compute_op!(array, Int64Array),
-                _ => exec_err!("bit_count can't be evaluated because the expression's type is {:?}, not signed int", array.data_type()),
+                _ => exec_err!("bit_count can't be evaluated because the array's type is {:?}, not signed int/boolean", array.data_type()),
             };
             result.map(ColumnarValue::Array)
         }
-        [ColumnarValue::Scalar(_)] => internal_err!("shouldn't go to bitwise count scalar path"),
+        [ColumnarValue::Scalar(scalar)] => {
+            use datafusion::common::ScalarValue;
+            let result = match scalar {
+                ScalarValue::Int8(Some(v)) => bit_count(v as i64),
+                ScalarValue::Int16(Some(v)) => bit_count(v as i64),
+                ScalarValue::Int32(Some(v)) => bit_count(v as i64),
+                ScalarValue::Int64(Some(v)) => bit_count(v),
+                ScalarValue::Boolean(Some(v)) => bit_count(if v { 1 } else { 0 }),
+                ScalarValue::Int8(None)
+                | ScalarValue::Int16(None)
+                | ScalarValue::Int32(None)
+                | ScalarValue::Int64(None)
+                | ScalarValue::Boolean(None) => {
+                    return Ok(ColumnarValue::Scalar(ScalarValue::Int32(None)))
+                }
+                _ => {
+                    return exec_err!(
+                        "bit_count can't be evaluated because the scalar's type is {:?}, not signed int/boolean",
+                        scalar.data_type()
+                    )
+                }
+            };
+            Ok(ColumnarValue::Scalar(ScalarValue::Int32(Some(result))))
+        }
     }
 }
 
-// Here’s the equivalent Rust implementation of the bitCount function (similar to Apache Spark's bitCount for LongType)
+// Here’s the equivalent Rust implementation of the bitCount function (similar to Java's bitCount for LongType)
 fn bit_count(i: i64) -> i32 {
     let mut u = i as u64;
     u = u - ((u >> 1) & 0x5555555555555555);
@@ -121,7 +144,7 @@ fn bit_count(i: i64) -> i32 {
 
 #[cfg(test)]
 mod tests {
-    use datafusion::common::{cast::as_int32_array, Result};
+    use datafusion::common::{cast::as_int32_array, Result, ScalarValue};
 
     use super::*;
 
@@ -133,8 +156,18 @@ mod tests {
             Some(12345),
             Some(89),
             Some(-3456),
+            Some(i32::MIN),
+            Some(i32::MAX),
         ])));
-        let expected = &Int32Array::from(vec![Some(1), None, Some(6), Some(4), Some(54)]);
+        let expected = &Int32Array::from(vec![
+            Some(1),
+            None,
+            Some(6),
+            Some(4),
+            Some(54),
+            Some(33),
+            Some(31),
+        ]);
 
         let ColumnarValue::Array(result) = spark_bit_count([args])? else {
             unreachable!()
@@ -145,4 +178,16 @@ mod tests {
 
         Ok(())
     }
+
+    #[test]
+    fn bitwise_count_scalar() {
+        let args = ColumnarValue::Scalar(ScalarValue::Int64(Some(i64::MAX)));
+
+        match spark_bit_count([args]) {
+            Ok(ColumnarValue::Scalar(ScalarValue::Int32(Some(actual)))) => {
+                assert_eq!(actual, 63)
+            }
+            _ => unreachable!(),
+        }
+    }
 }
diff --git a/spark/src/test/resources/sql-tests/expressions/bitwise/bitwise.sql b/spark/src/test/resources/sql-tests/expressions/bitwise/bitwise.sql
index 640aa1e990..74a971f368 100644
--- a/spark/src/test/resources/sql-tests/expressions/bitwise/bitwise.sql
+++ b/spark/src/test/resources/sql-tests/expressions/bitwise/bitwise.sql
@@ -73,7 +73,7 @@ SELECT bit_get(i, pos) FROM test_bit_get
 query
 SELECT 1111 & 2, 1111 | 2, 1111 ^ 2
 
-query ignore(https://github.com/apache/datafusion-comet/issues/3341)
+query
 SELECT bit_count(0), bit_count(7), bit_count(-1)
 
 query spark_answer_only