diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/PostgreSQLDialect.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/PostgreSQLDialect.scala
index e7f0e571804d3..d3d17dc6b65b9 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/PostgreSQLDialect.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/PostgreSQLDialect.scala
@@ -19,15 +19,15 @@ package org.apache.spark.sql.catalyst.analysis
 
 import org.apache.spark.internal.Logging
 import org.apache.spark.sql.catalyst.expressions.Cast
-import org.apache.spark.sql.catalyst.expressions.postgreSQL.PostgreCastToBoolean
+import org.apache.spark.sql.catalyst.expressions.postgreSQL.{PostgreCastToBoolean, PostgreCastToInteger}
 import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
 import org.apache.spark.sql.catalyst.rules.Rule
 import org.apache.spark.sql.internal.SQLConf
-import org.apache.spark.sql.types.{BooleanType, StringType}
+import org.apache.spark.sql.types.{BooleanType, IntegerType, StringType}
 
 object PostgreSQLDialect {
   val postgreSQLDialectRules: List[Rule[LogicalPlan]] =
-    CastToBoolean ::
+    CastToBoolean :: CastToInt ::
       Nil
 
   object CastToBoolean extends Rule[LogicalPlan] with Logging {
@@ -46,4 +46,21 @@ object PostgreSQLDialect {
       }
     }
   }
+
+  object CastToInt extends Rule[LogicalPlan] with Logging {
+    override def apply(plan: LogicalPlan): LogicalPlan = {
+      // The SQL configuration `spark.sql.dialect` can be changed in runtime.
+      // To make sure the configuration is effective, we have to check it during rule execution.
+      val conf = SQLConf.get
+      if (conf.usePostgreSQLDialect) {
+        plan.transformExpressions {
+          case Cast(child, dataType, timeZoneId)
+            if dataType == IntegerType =>
+            PostgreCastToInteger(child, timeZoneId)
+        }
+      } else {
+        plan
+      }
+    }
+  }
 }
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala
index f3b58fa3137b1..bcc500fa10ee3 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala
@@ -488,7 +488,7 @@ abstract class CastBase extends UnaryExpression with TimeZoneAwareExpression wit
   }
 
   // IntConverter
-  private[this] def castToInt(from: DataType): Any => Any = from match {
+  private[catalyst] def castToInt(from: DataType): Any => Any = from match {
     case StringType =>
       val result = new IntWrapper()
       buildCast[UTF8String](_, s => if (s.toInt(result)) result.value else null)
@@ -1394,7 +1394,9 @@ abstract class CastBase extends UnaryExpression with TimeZoneAwareExpression wit
       (c, evPrim, evNull) => code"$evPrim = (short) $c;"
   }
 
-  private[this] def castToIntCode(from: DataType, ctx: CodegenContext): CastFunction = from match {
+  private[catalyst] def castToIntCode(
+      from: DataType,
+      ctx: CodegenContext): CastFunction = from match {
     case StringType =>
       val wrapper = ctx.freshVariable("intWrapper", classOf[UTF8String.IntWrapper])
       (c, evPrim, evNull) =>
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/PostgreCastToInteger.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/PostgreCastToInteger.scala
new file mode 100644
index 0000000000000..c48a4e307db15
--- /dev/null
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/PostgreCastToInteger.scala
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.spark.sql.catalyst.expressions.postgreSQL
+
+import org.apache.spark.sql.AnalysisException
+import org.apache.spark.sql.catalyst.analysis.TypeCheckResult
+import org.apache.spark.sql.catalyst.expressions.{CastBase, Expression, TimeZoneAwareExpression}
+import org.apache.spark.sql.catalyst.expressions.codegen.Block._
+import org.apache.spark.sql.catalyst.expressions.codegen.CodegenContext
+import org.apache.spark.sql.types._
+import org.apache.spark.unsafe.types.UTF8String
+import org.apache.spark.unsafe.types.UTF8String.IntWrapper
+
+case class PostgreCastToInteger(child: Expression, timeZoneId: Option[String])
+  extends CastBase{
+  override def dataType: DataType = IntegerType
+
+  override protected def ansiEnabled: Boolean =
+    throw new AnalysisException("PostgreSQL dialect doesn't support ansi mode")
+
+  override def nullable: Boolean = true
+
+  /** Returns a copy of this expression with the specified timeZoneId. */
+  override def withTimeZone(timeZoneId: String): TimeZoneAwareExpression =
+    copy(timeZoneId = Option(timeZoneId))
+
+  override def checkInputDataTypes(): TypeCheckResult = child.dataType match {
+    case ByteType | TimestampType | DateType =>
+      TypeCheckResult.TypeCheckFailure(s"Cannot cast type ${child.dataType} to int")
+    case _ => TypeCheckResult.TypeCheckSuccess
+  }
+
+  override def castToInt(from: DataType): Any => Any = from match {
+    case StringType =>
+      val result = new IntWrapper()
+      buildCast[UTF8String](_, s => if (s.toInt(result)) {
+        result.value
+      } else {
+        throw new AnalysisException(s"invalid input syntax for type numeric: $s")
+      })
+    case BooleanType =>
+      buildCast[Boolean](_, b => if (b) 1 else 0)
+    case x: NumericType =>
+      b => x.numeric.asInstanceOf[Numeric[Any]].toInt(b)
+  }
+
+  override def castToIntCode(
+      from: DataType,
+      ctx: CodegenContext): CastFunction = from match {
+    case StringType =>
+      val wrapper = ctx.freshVariable("intWrapper", classOf[UTF8String.IntWrapper])
+      (c, evPrim, evNull) =>
+        code"""
+          UTF8String.IntWrapper $wrapper = new UTF8String.IntWrapper();
+          if ($c.toInt($wrapper)) {
+            $evPrim = $wrapper.value;
+          } else {
+            $evNull = throw new AnalysisException(s"invalid input syntax for type numeric: $c;
+          }
+          $wrapper = null;
+        """
+    case BooleanType =>
+      (c, evPrim, _) => code"$evPrim = $c ? 1 : 0;"
+    case _: NumericType =>
+      (c, evPrim, _) => code"$evPrim = (int) $c;"
+  }
+
+  override def toString: String = s"PostgreCastToInt($child as ${dataType.simpleString})"
+
+  override def sql: String = s"CAST(${child.sql} AS ${dataType.sql})"
+}
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/CastSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/CastSuite.scala
index 6c5218b379f31..09da20fb1612a 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/CastSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/postgreSQL/CastSuite.scala
@@ -70,4 +70,10 @@ class CastSuite extends SparkFunSuite with ExpressionEvalHelper {
     assert(PostgreCastToBoolean(Literal(1.toDouble), None).checkInputDataTypes().isFailure)
     assert(PostgreCastToBoolean(Literal(1.toFloat), None).checkInputDataTypes().isFailure)
   }
+
+  test("Unsupported data types to cast to integer") {
+    assert(PostgreCastToInteger(Literal(new Timestamp(1)), None).checkInputDataTypes().isFailure)
+    assert(PostgreCastToInteger(Literal(new Date(1)), None).checkInputDataTypes().isFailure)
+    assert(PostgreCastToInteger(Literal(1.toByte), None).checkInputDataTypes().isFailure)
+  }
 }
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/PostgreSQLDialectQuerySuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/PostgreSQLDialectQuerySuite.scala
index 7056f483609a9..c3a67d762eb0e 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/PostgreSQLDialectQuerySuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/PostgreSQLDialectQuerySuite.scala
@@ -39,4 +39,16 @@ class PostgreSQLDialectQuerySuite extends QueryTest with SharedSparkSession {
       intercept[IllegalArgumentException](sql(s"select cast('$input' as boolean)").collect())
     }
   }
+
+  test("Cast to integer") {
+    assert(intercept[AnalysisException](
+      sql(s"SELECT cast(cast('1' as byte) as int)")
+    ).getMessage contains "Cannot cast")
+    assert(intercept[AnalysisException](
+      sql(s"SELECT cast(cast('1-1-1' as date) as int)")
+    ).getMessage contains "Cannot cast")
+    assert(intercept[AnalysisException](
+      sql(s"SELECT cast(cast('1-1-1' as timestamp) as int)")
+    ).getMessage contains "Cannot cast")
+  }
 }