diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/dsl/package.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/dsl/package.scala
index 3ba538c0e2160..b4acde7026b6b 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/dsl/package.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/dsl/package.scala
@@ -524,6 +524,18 @@ package object dsl extends SQLConfHelper {
         Generate(generator, unrequiredChildIndex, outer,
           alias, outputNames.map(UnresolvedAttribute(_)), logicalPlan)
 
+      def binBy(
+        rangeStart: Attribute,
+        rangeEnd: Attribute,
+        distributeColumns: Seq[Attribute],
+        scaledDistributeColumns: Seq[Attribute],
+        appendedAttributes: Seq[Attribute],
+        binWidthMicros: Long = 300000000L,
+        originMicros: Long = 0L,
+        timeZoneId: Option[String] = Some("UTC")): LogicalPlan =
+        BinBy(binWidthMicros, rangeStart, rangeEnd, originMicros, distributeColumns,
+          scaledDistributeColumns, appendedAttributes, logicalPlan, timeZoneId)
+
       def insertInto(tableName: String): LogicalPlan = insertInto(table(tableName))
 
       def insertInto(
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ColumnPruningSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ColumnPruningSuite.scala
index 266c369894eca..e66cb800f773f 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ColumnPruningSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/ColumnPruningSuite.scala
@@ -28,7 +28,7 @@ import org.apache.spark.sql.catalyst.plans.{Inner, PlanTest}
 import org.apache.spark.sql.catalyst.plans.logical._
 import org.apache.spark.sql.catalyst.rules.RuleExecutor
 import org.apache.spark.sql.internal.SQLConf
-import org.apache.spark.sql.types.{StringType, StructType}
+import org.apache.spark.sql.types.{DoubleType, StringType, StructType, TimestampType}
 
 class ColumnPruningSuite extends PlanTest {
 
@@ -482,4 +482,33 @@ class ColumnPruningSuite extends PlanTest {
 
     comparePlans(CustomOptimize.execute(originalQuery.analyze), correctAnswer.analyze)
   }
+
+  test("Column pruning for BinBy") {
+    // Two range inputs, one DISTRIBUTE column, one unused pass-through.
+    val tsStart = AttributeReference("ts_start", TimestampType, nullable = false)()
+    val tsEnd = AttributeReference("ts_end", TimestampType, nullable = false)()
+    val value = AttributeReference("value", DoubleType, nullable = false)()
+    val label = AttributeReference("label", StringType, nullable = true)()
+    val relation = LocalRelation(tsStart, tsEnd, value, label)
+
+    // Produced attributes: scaled DISTRIBUTE column + three appended columns.
+    val scaledValue = AttributeReference("value", DoubleType, nullable = true)()
+    val binStart = AttributeReference("bin_start", TimestampType, nullable = true)()
+    val binEnd = AttributeReference("bin_end", TimestampType, nullable = true)()
+    val binRatio = AttributeReference("bin_distribute_ratio", DoubleType, nullable = true)()
+
+    val query = relation
+      .binBy(tsStart, tsEnd, Seq(value), Seq(scaledValue), Seq(binStart, binEnd, binRatio))
+      .select(binStart)
+
+    val optimized = Optimize.execute(query)
+
+    // `label` is pruned from the child; the range and DISTRIBUTE inputs the kernel reads stay.
+    val correctAnswer = relation
+      .select(tsStart, tsEnd, value)
+      .binBy(tsStart, tsEnd, Seq(value), Seq(scaledValue), Seq(binStart, binEnd, binRatio))
+      .select(binStart)
+
+    comparePlans(optimized, correctAnswer, checkAnalysis = false)
+  }
 }