diff --git a/.github/docker/build_image.sh b/.github/docker/build_image.sh
index a126fb02..9a7a4439 100755
--- a/.github/docker/build_image.sh
+++ b/.github/docker/build_image.sh
@@ -33,8 +33,8 @@ cd ../..
 
 # Build docker image
 docker build \
---build-arg SPARK_URL=https://archive.apache.org/dist/spark/spark-3.4.0/spark-3.4.0-bin-hadoop3.tgz \
---build-arg SPARK_BINARY_NAME=spark-3.4.0-bin-hadoop3.tgz \
+--build-arg SPARK_URL=https://archive.apache.org/dist/spark/spark-3.3.2/spark-3.3.2-bin-hadoop3.tgz \
+--build-arg SPARK_BINARY_NAME=spark-3.3.2-bin-hadoop3.tgz \
 --build-arg JDBC_URL=https://repo1.maven.org/maven2/net/snowflake/snowflake-jdbc/${TEST_JDBC_VERSION}/$JDBC_JAR_NAME \
 --build-arg JDBC_BINARY_NAME=$JDBC_JAR_NAME \
 --build-arg SPARK_CONNECTOR_LOCATION=target/scala-${TEST_SCALA_VERSION}/$SPARK_CONNECTOR_JAR_NAME \
diff --git a/.github/workflows/ClusterTest.yml b/.github/workflows/ClusterTest.yml
index 656f3a65..c3618587 100644
--- a/.github/workflows/ClusterTest.yml
+++ b/.github/workflows/ClusterTest.yml
@@ -13,13 +13,13 @@ jobs:
     strategy:
       matrix:
         scala_version: [ '2.12.11' ]
-        spark_version: [ '3.4.0' ]
+        spark_version: [ '3.3.2' ]
         use_copy_unload: [ 'true' ]
         cloud_provider: [ 'gcp' ]
     env:
         SNOWFLAKE_TEST_CONFIG_SECRET: ${{ secrets.SNOWFLAKE_TEST_CONFIG_SECRET }}
-        TEST_SPARK_VERSION: '3.4'
-        DOCKER_IMAGE_TAG: 'snowflakedb/spark-base:3.4.0'
+        TEST_SPARK_VERSION: '3.3'
+        DOCKER_IMAGE_TAG: 'snowflakedb/spark-base:3.3.2'
         TEST_SCALA_VERSION: '2.12'
         TEST_COMPILE_SCALA_VERSION: '2.12.11'
         TEST_SPARK_CONNECTOR_VERSION: '2.15.0'
diff --git a/.github/workflows/IntegrationTest_2.12.yml b/.github/workflows/IntegrationTest_2.12.yml
index 80235ce8..3643e77c 100644
--- a/.github/workflows/IntegrationTest_2.12.yml
+++ b/.github/workflows/IntegrationTest_2.12.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
      matrix:
        scala_version: [ '2.12.11' ]
-       spark_version: [ '3.4.0' ]
+       spark_version: [ '3.3.2' ]
        use_copy_unload: [ 'true', 'false' ]
        cloud_provider: [ 'aws', 'azure' ]
        # run_query_in_async can be removed after async mode is stable
diff --git a/.github/workflows/IntegrationTest_2.13.yml b/.github/workflows/IntegrationTest_2.13.yml
index 99999310..ecffd544 100644
--- a/.github/workflows/IntegrationTest_2.13.yml
+++ b/.github/workflows/IntegrationTest_2.13.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
      matrix:
        scala_version: [ '2.13.9' ]
-       spark_version: [ '3.4.0' ]
+       spark_version: [ '3.3.2' ]
        use_copy_unload: [ 'true', 'false' ]
        cloud_provider: [ 'aws', 'azure' ]
        # run_query_in_async can be removed after async mode is stable
diff --git a/.github/workflows/IntegrationTest_gcp_2.12.yml b/.github/workflows/IntegrationTest_gcp_2.12.yml
index 674e0b8f..a128c304 100644
--- a/.github/workflows/IntegrationTest_gcp_2.12.yml
+++ b/.github/workflows/IntegrationTest_gcp_2.12.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
      matrix:
        scala_version: [ '2.12.11' ]
-       spark_version: [ '3.4.0' ]
+       spark_version: [ '3.3.2' ]
        use_copy_unload: [ 'false' ]
        cloud_provider: [ 'gcp' ]
        # run_query_in_async can be removed after async mode is stable
diff --git a/.github/workflows/IntegrationTest_gcp_2.13.yml b/.github/workflows/IntegrationTest_gcp_2.13.yml
index 4a0f2b64..668f44c8 100644
--- a/.github/workflows/IntegrationTest_gcp_2.13.yml
+++ b/.github/workflows/IntegrationTest_gcp_2.13.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
      matrix:
        scala_version: [ '2.13.9' ]
-       spark_version: [ '3.4.0' ]
+       spark_version: [ '3.3.2' ]
        use_copy_unload: [ 'false' ]
        cloud_provider: [ 'gcp' ]
        # run_query_in_async can be removed after async mode is stable
diff --git a/ClusterTest/build.sbt b/ClusterTest/build.sbt
index da670026..447fdad1 100644
--- a/ClusterTest/build.sbt
+++ b/ClusterTest/build.sbt
@@ -16,8 +16,8 @@
 
 val sparkConnectorVersion = "2.15.0"
 val scalaVersionMajor = "2.12"
-val sparkVersionMajor = "3.4"
-val sparkVersion = s"${sparkVersionMajor}.0"
+val sparkVersionMajor = "3.3"
+val sparkVersion = s"${sparkVersionMajor}.2"
 val testSparkVersion = sys.props.get("spark.testVersion").getOrElse(sparkVersion)
 
 unmanagedJars in Compile += file(s"../target/scala-${scalaVersionMajor}/" +
diff --git a/build.sbt b/build.sbt
index 45fbc922..6b606963 100644
--- a/build.sbt
+++ b/build.sbt
@@ -16,8 +16,8 @@
 
 import scala.util.Properties
 
-val sparkVersion = "3.4"
-val testSparkVersion = sys.props.get("spark.testVersion").getOrElse("3.4.0")
+val sparkVersion = "3.3"
+val testSparkVersion = sys.props.get("spark.testVersion").getOrElse("3.3.2")
 
 /*
  * Don't change the variable name "sparkConnectorVersion" because
@@ -41,7 +41,7 @@ lazy val root = project.withId("spark-snowflake").in(file("."))
   .settings(
     name := "spark-snowflake",
     organization := "net.snowflake",
-    version := s"${sparkConnectorVersion}-spark_3.4",
+    version := s"${sparkConnectorVersion}-spark_3.3",
     scalaVersion := sys.props.getOrElse("SPARK_SCALA_VERSION", default = "2.12.11"),
     // Spark 3.2 supports scala 2.12 and 2.13
     crossScalaVersions := Seq("2.12.11", "2.13.9"),
diff --git a/src/main/scala/net/snowflake/spark/snowflake/SnowflakeConnectorUtils.scala b/src/main/scala/net/snowflake/spark/snowflake/SnowflakeConnectorUtils.scala
index f1b50b53..90dd5e6f 100644
--- a/src/main/scala/net/snowflake/spark/snowflake/SnowflakeConnectorUtils.scala
+++ b/src/main/scala/net/snowflake/spark/snowflake/SnowflakeConnectorUtils.scala
@@ -34,7 +34,7 @@ object SnowflakeConnectorUtils {
     * Check Spark version, if Spark version matches SUPPORT_SPARK_VERSION enable PushDown,
     * otherwise disable it.
     */
-  val SUPPORT_SPARK_VERSION = "3.4"
+  val SUPPORT_SPARK_VERSION = "3.3"
 
   def checkVersionAndEnablePushdown(session: SparkSession): Boolean =
     if (session.version.startsWith(SUPPORT_SPARK_VERSION)) {
diff --git a/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/MiscStatement.scala b/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/MiscStatement.scala
index 30d3c50e..8439ab80 100644
--- a/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/MiscStatement.scala
+++ b/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/MiscStatement.scala
@@ -8,7 +8,6 @@ import net.snowflake.spark.snowflake.{
   SnowflakePushdownUnsupportedException,
   SnowflakeSQLStatement
 }
-import org.apache.spark.sql.catalyst.expressions.EvalMode.LEGACY
 import org.apache.spark.sql.catalyst.expressions.{
   Alias,
   Ascending,
@@ -31,6 +30,7 @@ import org.apache.spark.sql.catalyst.expressions.{
 }
 import org.apache.spark.sql.types.{Decimal, _}
 import org.apache.spark.unsafe.types.UTF8String
+import net.snowflake.spark.snowflake.Utils
 
 /** Extractors for everything else. */
 private[querygeneration] object MiscStatement {
@@ -54,7 +54,7 @@ private[querygeneration] object MiscStatement {
       // - New Type: evalMode: EvalMode.Value = EvalMode.fromSQLConf(SQLConf.get)
       // Currently, there are 3 modes: LEGACY, ANSI, TRY
       // support to pushdown, if the mode is LEGACY.
-      case Cast(child, t, _, evalMode) if evalMode == LEGACY =>
+      case Cast(child, t, _, ansiEnabled) if !ansiEnabled =>
         getCastType(t) match {
           case Some(cast) =>
             // For known unsupported data conversion, raise exception to break the
@@ -122,7 +122,7 @@ private[querygeneration] object MiscStatement {
       // Spark 3.4 introduce join hint. The join hint doesn't affect correctness.
       // So it can be ignored in the pushdown process
       // https://github.com/apache/spark/commit/0fa9c554fc0b3940a47c3d1c6a5a17ca9a8cee8e
-      case ScalarSubquery(subquery, _, _, joinCond, _) if joinCond.isEmpty =>
+      case ScalarSubquery(subquery, _, _, joinCond) if joinCond.isEmpty =>
         blockStatement(new QueryBuilder(subquery).statement)
 
       case UnscaledValue(child) =>
diff --git a/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/NumericStatement.scala b/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/NumericStatement.scala
index 86ace904..37be54d6 100644
--- a/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/NumericStatement.scala
+++ b/src/main/scala/net/snowflake/spark/snowflake/pushdowns/querygeneration/NumericStatement.scala
@@ -25,7 +25,7 @@ import org.apache.spark.sql.catalyst.expressions.{
   Pi,
   Pow,
   // PromotePrecision is removed from Spark 3.4
-  // PromotePrecision,
+  PromotePrecision,
   Rand,
   Round,
   Sin,
@@ -78,7 +78,7 @@ private[querygeneration] object NumericStatement {
 
       // PromotePrecision is removed from Spark 3.4
       // https://github.com/apache/spark/pull/36698
-      // case PromotePrecision(child) => convertStatement(child, fields)
+      case PromotePrecision(child) => convertStatement(child, fields)
 
       case CheckOverflow(child, t, _) =>
         MiscStatement.getCastType(t) match {
@@ -101,7 +101,7 @@ private[querygeneration] object NumericStatement {
       // Spark 3.4 adds a new argument: ansiEnabled
       // https://github.com/apache/spark/commit/42721120f3c7206a9fc22db5d0bb7cf40f0cacfd
       // The pushdown is supported for non-ANSI mode.
-      case Round(child, scale, ansiEnabled) if !ansiEnabled =>
+      case Round(child, scale) =>
         ConstantString("ROUND") + blockStatement(
           convertStatements(fields, child, scale)
         )