diff --git a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/BaseFileOnlyRelation.scala b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/BaseFileOnlyRelation.scala
index 65bb8881455a4..aa1209e67fa1d 100644
--- a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/BaseFileOnlyRelation.scala
+++ b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/BaseFileOnlyRelation.scala
@@ -77,14 +77,6 @@ case class BaseFileOnlyRelation(override val sqlContext: SQLContext,
   override def updatePrunedDataSchema(prunedSchema: StructType): Relation =
     this.copy(prunedDataSchema = Some(prunedSchema))
 
-  override def imbueConfigs(sqlContext: SQLContext): Unit = {
-    super.imbueConfigs(sqlContext)
-    // TODO Issue with setting this to true in spark 332
-    if (HoodieSparkUtils.gteqSpark3_4 || !HoodieSparkUtils.gteqSpark3_3_2) {
-      sqlContext.sparkSession.sessionState.conf.setConfString("spark.sql.parquet.enableVectorizedReader", "true")
-    }
-  }
-
   protected override def composeRDD(fileSplits: Seq[HoodieBaseFileSplit],
                                     tableSchema: HoodieTableSchema,
                                     requiredSchema: HoodieTableSchema,
diff --git a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieBootstrapMORRelation.scala b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieBootstrapMORRelation.scala
index 94f8cbfc433f2..d7d24577ba53c 100644
--- a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieBootstrapMORRelation.scala
+++ b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/hudi/HoodieBootstrapMORRelation.scala
@@ -67,12 +67,6 @@ case class HoodieBootstrapMORRelation(override val sqlContext: SQLContext,
 
   override lazy val mandatoryFields: Seq[String] = mandatoryFieldsForMerging
 
-  override def imbueConfigs(sqlContext: SQLContext): Unit = {
-    super.imbueConfigs(sqlContext)
-    sqlContext.sparkSession.sessionState.conf.setConfString("spark.sql.parquet.enableVectorizedReader", "true")
-  }
-
-
   protected override def getFileSlices(partitionFilters: Seq[Expression], dataFilters: Seq[Expression]): Seq[FileSlice] = {
     if (globPaths.isEmpty) {
       fileIndex.listFileSlices(HoodieFileIndex.