diff --git a/shims/common/src/main/scala/io/glutenproject/sql/shims/SparkShims.scala b/shims/common/src/main/scala/io/glutenproject/sql/shims/SparkShims.scala
index f0c4cb7cf059b..a99e244a17ab4 100644
--- a/shims/common/src/main/scala/io/glutenproject/sql/shims/SparkShims.scala
+++ b/shims/common/src/main/scala/io/glutenproject/sql/shims/SparkShims.scala
@@ -25,6 +25,7 @@ import org.apache.spark.sql.catalyst.expressions.{Attribute, Expression, PlanExp
 import org.apache.spark.sql.catalyst.plans.physical.Distribution
 import org.apache.spark.sql.connector.catalog.Table
 import org.apache.spark.sql.connector.expressions.Transform
+import org.apache.spark.sql.execution._
 import org.apache.spark.sql.execution.FileSourceScanExec
 import org.apache.spark.sql.execution.datasources._
 import org.apache.spark.sql.execution.datasources.v2.BatchScanExec
@@ -64,7 +65,8 @@ trait SparkShims {
 
   def splitFiles(
       sparkSession: SparkSession,
-      file: FileStatusWithMetadata,
+      // Hack -- the type changes in a non-backwards compatible way
+      file: Object,
       filePath: Path,
       isSplitable: Boolean,
       maxSplitBytes: Long,
diff --git a/shims/spark34/src/main/scala/io/glutenproject/sql/shims/spark34/Spark34Shims.scala b/shims/spark34/src/main/scala/io/glutenproject/sql/shims/spark34/Spark34Shims.scala
index cc0d7ef928d62..3e36c999064bc 100644
--- a/shims/spark34/src/main/scala/io/glutenproject/sql/shims/spark34/Spark34Shims.scala
+++ b/shims/spark34/src/main/scala/io/glutenproject/sql/shims/spark34/Spark34Shims.scala
@@ -37,10 +37,10 @@ import org.apache.spark.sql.execution.datasources._
 import org.apache.spark.sql.execution.datasources.v2.BatchScanExec
 import org.apache.spark.sql.execution.datasources.v2.text.TextScan
 import org.apache.spark.sql.execution.datasources.v2.utils.CatalogUtil
-import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.types._
 import org.apache.spark.sql.util.CaseInsensitiveStringMap
 
-import org.apache.hadoop.fs.Path
+import org.apache.hadoop.fs._
 
 class Spark34Shims extends SparkShims {
   override def getShimDescriptor: ShimDescriptor = SparkShimProvider.DESCRIPTOR
@@ -51,9 +51,8 @@ class Spark34Shims extends SparkShims {
     ClusteredDistribution(leftKeys) :: ClusteredDistribution(rightKeys) :: Nil
   }
 
-  override def structFromAttributes(
-      attrs: Seq[Attribute]): StructType = {
-    StructType.fromAttributes(attrs)
+  override def structFromAttributes(attrs: Seq[Attribute]): StructType = {
+    StructType(attrs.map(a => StructField(a.name, a.dataType, a.nullable, a.metadata)))
   }
 
   override def expressionMappings: Seq[Sig] = {
@@ -142,15 +141,15 @@ class Spark34Shims extends SparkShims {
       cause = null)
   }
   override def splitFiles(
-       sparkSession: SparkSession,
-       file: FileStatusWithMetadata,
-       filePath: Path,
-       isSplitable: Boolean,
-       maxSplitBytes: Long,
-       partitionValues: InternalRow): Seq[PartitionedFile] = {
+      sparkSession: SparkSession,
+      file: Object,
+      filePath: Path,
+      isSplitable: Boolean,
+      maxSplitBytes: Long,
+      partitionValues: InternalRow): Seq[PartitionedFile] = {
     PartitionedFileUtil.splitFiles(
       sparkSession,
-      file,
+      file.asInstanceOf[FileStatus],
       filePath,
       isSplitable,
       maxSplitBytes,
diff --git a/shims/spark35/src/main/scala/io/glutenproject/sql/shims/spark35/Spark35Shims.scala b/shims/spark35/src/main/scala/io/glutenproject/sql/shims/spark35/Spark35Shims.scala
index ff643339d1374..6237eaa63e2f0 100644
--- a/shims/spark35/src/main/scala/io/glutenproject/sql/shims/spark35/Spark35Shims.scala
+++ b/shims/spark35/src/main/scala/io/glutenproject/sql/shims/spark35/Spark35Shims.scala
@@ -138,11 +138,16 @@ class Spark35Shims extends SparkShims {
   }
   override def splitFiles(
       sparkSession: SparkSession,
-      file: FileStatusWithMetadata,
+      file: Object,
       filePath: Path,
       isSplitable: Boolean,
       maxSplitBytes: Long,
       partitionValues: InternalRow): Seq[PartitionedFile] = {
-    PartitionedFileUtil.splitFiles(sparkSession, file, isSplitable, maxSplitBytes, partitionValues)
+    PartitionedFileUtil.splitFiles(
+      sparkSession,
+      file.asInstanceOf[FileStatusWithMetadata],
+      isSplitable,
+      maxSplitBytes,
+      partitionValues)
   }
 }