diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala
index bcddf7285142..80a9156ddcdc 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala
@@ -64,18 +64,28 @@ private[sql] object FileSourceStrategy extends Strategy with Logging {
       //  - filters that need to be evaluated again after the scan
       val filterSet = ExpressionSet(filters)
 
+      // The attribute name of predicate could be different than the one in schema in case of
+      // case insensitive, we should change them to match the one in schema, so we donot need to
+      // worry about case sensitivity anymore.
+      val normalizedFilters = filters.map { e =>
+        e transform {
+          case a: AttributeReference =>
+            a.withName(l.output.find(_.semanticEquals(a)).get.name)
+        }
+      }
+
       val partitionColumns =
         l.resolve(files.partitionSchema, files.sqlContext.sessionState.analyzer.resolver)
       val partitionSet = AttributeSet(partitionColumns)
       val partitionKeyFilters =
-        ExpressionSet(filters.filter(_.references.subsetOf(partitionSet)))
+        ExpressionSet(normalizedFilters.filter(_.references.subsetOf(partitionSet)))
       logInfo(s"Pruning directories with: ${partitionKeyFilters.mkString(",")}")
 
       val dataColumns =
         l.resolve(files.dataSchema, files.sqlContext.sessionState.analyzer.resolver)
 
       // Partition keys are not available in the statistics of the files.
-      val dataFilters = filters.filter(_.references.intersect(partitionSet).isEmpty)
+      val dataFilters = normalizedFilters.filter(_.references.intersect(partitionSet).isEmpty)
 
       // Predicates with both partition keys and attributes need to be evaluated after the scan.
       val afterScanFilters = filterSet -- partitionKeyFilters
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala b/sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala
index bea243a3be58..4b9bf8daae37 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala
@@ -593,10 +593,7 @@ class HDFSFileCatalog(
     }
 
     if (partitionPruningPredicates.nonEmpty) {
-      val predicate =
-        partitionPruningPredicates
-            .reduceOption(expressions.And)
-            .getOrElse(Literal(true))
+      val predicate = partitionPruningPredicates.reduce(expressions.And)
 
       val boundPredicate = InterpretedPredicate.create(predicate.transform {
         case a: AttributeReference =>
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategySuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategySuite.scala
index 90d7f5388477..0b74f07540f4 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategySuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategySuite.scala
@@ -196,6 +196,34 @@ class FileSourceStrategySuite extends QueryTest with SharedSQLContext with Predi
     checkDataFilters(Set(IsNotNull("c1"), EqualTo("c1", 1)))
   }
 
+  test("partitioned table - case insensitive") {
+    withSQLConf("spark.sql.caseSensitive" -> "false") {
+      val table =
+        createTable(
+          files = Seq(
+            "p1=1/file1" -> 10,
+            "p1=2/file2" -> 10))
+
+      // Only one file should be read.
+      checkScan(table.where("P1 = 1")) { partitions =>
+        assert(partitions.size == 1, "when checking partitions")
+        assert(partitions.head.files.size == 1, "when files in partition 1")
+      }
+      // We don't need to reevaluate filters that are only on partitions.
+      checkDataFilters(Set.empty)
+
+      // Only one file should be read.
+      checkScan(table.where("P1 = 1 AND C1 = 1 AND (P1 + C1) = 1")) { partitions =>
+        assert(partitions.size == 1, "when checking partitions")
+        assert(partitions.head.files.size == 1, "when checking files in partition 1")
+        assert(partitions.head.files.head.partitionValues.getInt(0) == 1,
+          "when checking partition values")
+      }
+      // Only the filters that do not contain the partition column should be pushed down
+      checkDataFilters(Set(IsNotNull("c1"), EqualTo("c1", 1)))
+    }
+  }
+
   test("partitioned table - after scan filters") {
     val table =
       createTable(