diff --git a/integration_tests/src/main/python/json_test.py b/integration_tests/src/main/python/json_test.py
index 44d2a56d413..3088bec714b 100644
--- a/integration_tests/src/main/python/json_test.py
+++ b/integration_tests/src/main/python/json_test.py
@@ -236,8 +236,7 @@ def test_basic_json_read(std_input_path, filename, schema, read_func, allow_non_
 @pytest.mark.parametrize('read_func', [read_json_df, read_json_sql])
 @pytest.mark.parametrize('ansi_enabled', ["true", "false"])
 @pytest.mark.parametrize('time_parser_policy', [
-    pytest.param('LEGACY', marks=[pytest.mark.allow_non_gpu('FileSourceScanExec'), \
-        pytest.mark.xfail(is_spark_330_or_later(), reason="https://github.com/NVIDIA/spark-rapids/issues/4912")]),
+    pytest.param('LEGACY', marks=pytest.mark.allow_non_gpu('FileSourceScanExec')),
     'CORRECTED',
     'EXCEPTION'
 ])
@@ -263,8 +262,7 @@ def test_json_read_valid_dates(std_input_path, filename, schema, read_func, ansi
 @pytest.mark.parametrize('read_func', [read_json_df, read_json_sql])
 @pytest.mark.parametrize('ansi_enabled', ["true", "false"])
 @pytest.mark.parametrize('time_parser_policy', [
-    pytest.param('LEGACY', marks=[pytest.mark.allow_non_gpu('FileSourceScanExec'), \
-        pytest.mark.xfail(is_spark_330_or_later(), reason="https://github.com/NVIDIA/spark-rapids/issues/4912")]),
+    pytest.param('LEGACY', marks=pytest.mark.allow_non_gpu('FileSourceScanExec')),
     'CORRECTED',
     'EXCEPTION'
 ])
diff --git a/sql-plugin/src/main/301until330-all/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark30Xuntil33XFileOptionsShims.scala b/sql-plugin/src/main/301until330-all/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark30Xuntil33XFileOptionsShims.scala
index b68404a5887..8789ceaf287 100644
--- a/sql-plugin/src/main/301until330-all/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark30Xuntil33XFileOptionsShims.scala
+++ b/sql-plugin/src/main/301until330-all/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark30Xuntil33XFileOptionsShims.scala
@@ -23,14 +23,6 @@ import org.apache.spark.sql.catalyst.json.JSONOptions
 
 trait Spark30Xuntil33XFileOptionsShims extends SparkShims {
 
-  def dateFormatInRead(fileOptions: Serializable): Option[String] = {
-    fileOptions match {
-      case csvOpts: CSVOptions => Option(csvOpts.dateFormat)
-      case jsonOpts: JSONOptions => Option(jsonOpts.dateFormat)
-      case _ => throw new RuntimeException("Wrong file options.")
-    }
-  }
-
   def timestampFormatInRead(fileOptions: Serializable): Option[String] = {
     fileOptions match {
       case csvOpts: CSVOptions => Option(csvOpts.timestampFormat)
diff --git a/sql-plugin/src/main/330+/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark33XFileOptionsShims.scala b/sql-plugin/src/main/330+/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark33XFileOptionsShims.scala
index b762f5975a8..5c1636a994b 100644
--- a/sql-plugin/src/main/330+/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark33XFileOptionsShims.scala
+++ b/sql-plugin/src/main/330+/scala/org/apache/spark/sql/catalyst/json/rapids/shims/v2/Spark33XFileOptionsShims.scala
@@ -23,14 +23,6 @@ import org.apache.spark.sql.catalyst.json.JSONOptions
 
 trait Spark33XFileOptionsShims extends Spark321PlusShims {
 
-  def dateFormatInRead(fileOptions: Serializable): Option[String] = {
-    fileOptions match {
-      case csvOpts: CSVOptions => csvOpts.dateFormatInRead
-      case jsonOpts: JSONOptions => jsonOpts.dateFormatInRead
-      case _ => throw new RuntimeException("Wrong file options.")
-    }
-  }
-
   def timestampFormatInRead(fileOptions: Serializable): Option[String] = {
     fileOptions match {
       case csvOpts: CSVOptions => csvOpts.dateFormatInRead
diff --git a/sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuBatchScanExec.scala b/sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuBatchScanExec.scala
index 9471c4b8dee..5845c975838 100644
--- a/sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuBatchScanExec.scala
+++ b/sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuBatchScanExec.scala
@@ -218,9 +218,8 @@ object GpuCSVScan {
         // so we fall back to CPU
         meta.willNotWorkOnGpu(s"GpuCSVScan does not support timeParserPolicy=LEGACY")
       }
-      ShimLoader.getSparkShims.dateFormatInRead(parsedOptions).foreach { dateFormat =>
-        DateUtils.tagAndGetCudfFormat(meta, dateFormat, parseString = true)
-      }
+      DateUtils.tagAndGetCudfFormat(meta,
+        GpuCsvUtils.dateFormatInRead(parsedOptions), parseString = true)
     }
 
     if (readSchema.map(_.dataType).contains(TimestampType)) {
diff --git a/sql-plugin/src/main/scala/com/nvidia/spark/rapids/SparkShims.scala b/sql-plugin/src/main/scala/com/nvidia/spark/rapids/SparkShims.scala
index 8b29932e014..eba6798b38b 100644
--- a/sql-plugin/src/main/scala/com/nvidia/spark/rapids/SparkShims.scala
+++ b/sql-plugin/src/main/scala/com/nvidia/spark/rapids/SparkShims.scala
@@ -303,9 +303,6 @@ trait SparkShims {
   */
   def getLegacyStatisticalAggregate(): Boolean
 
-
-  def dateFormatInRead(fileOptions: Serializable): Option[String]
-
   def timestampFormatInRead(fileOptions: Serializable): Option[String]
 
   def neverReplaceShowCurrentNamespaceCommand: ExecRule[_ <: SparkPlan]
diff --git a/sql-plugin/src/main/scala/org/apache/spark/sql/catalyst/json/rapids/GpuJsonScan.scala b/sql-plugin/src/main/scala/org/apache/spark/sql/catalyst/json/rapids/GpuJsonScan.scala
index 64810bf9551..a6ebdb40ee1 100644
--- a/sql-plugin/src/main/scala/org/apache/spark/sql/catalyst/json/rapids/GpuJsonScan.scala
+++ b/sql-plugin/src/main/scala/org/apache/spark/sql/catalyst/json/rapids/GpuJsonScan.scala
@@ -147,9 +147,8 @@ object GpuJsonScan {
     })
 
     if (readSchema.map(_.dataType).contains(DateType)) {
-      ShimLoader.getSparkShims.dateFormatInRead(parsedOptions).foreach { dateFormat =>
-        DateUtils.tagAndGetCudfFormat(meta, dateFormat, parseString = true)
-      }
+      DateUtils.tagAndGetCudfFormat(meta,
+        GpuJsonUtils.dateFormatInRead(parsedOptions), parseString = true)
     }
 
     if (readSchema.map(_.dataType).contains(TimestampType)) {