[SPARK-51421][SQL] Get seconds of TIME datatype

### What changes were proposed in this pull request?
This PR adds support for extracting the second component from TIME (TimeType) values in Spark SQL. For example:
```
scala> spark.sql("SELECT SECOND(TIME'13:59:45.99')").show()
+--------------------------+
|second(TIME '13:59:45.99')|
+--------------------------+
|                        45|
+--------------------------+

scala> spark.sql("select second(cast('12:00:01.123' as time(4)))").show(false)
+-------------------------------------+
|second(CAST(12:00:01.123 AS TIME(4)))|
+-------------------------------------+
|1                                    |
+-------------------------------------+
```

### Why are the changes needed?
Spark previously supported second() for only TIMESTAMP type values. TIME support was missing, leading to implicit casting attempt to TIMESTAMP, which was incorrect. This PR ensures that second(TIME'HH:MM:SS.######') behaves correctly without unnecessary type coercion.

### Does this PR introduce _any_ user-facing change?
Yes

- Before this PR, calling second(TIME'HH:MM:SS.######') resulted in a type mismatch error or an implicit cast attempt to TIMESTAMP, which was incorrect.
- With this PR, second(TIME'HH:MM:SS.######') now works correctly for TIME values without implicit casting.
- Users can now extract the second component from TIME values natively.

### How was this patch tested?
By running new tests:

```$ build/sbt "test:testOnly *TimeExpressionsSuite"```

### Was this patch authored or co-authored using generative AI tooling?
No

Closes apache#50525 from senthh/getSeconds.

Authored-by: senthh <senthil.kumar@acceldata.io>
Signed-off-by: Max Gekk <max.gekk@gmail.com>

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/FunctionRegistry.scala

@@ -648,7 +648,7 @@ object FunctionRegistry {
     expression[NextDay]("next_day"),
     expression[Now]("now"),
     expression[Quarter]("quarter"),
-    expression[Second]("second"),
+    expressionBuilder("second", SecondExpressionBuilder),
     expression[ParseToTimestamp]("to_timestamp"),
     expression[ParseToDate]("to_date"),
     expression[ToTime]("to_time"),

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/timeExpressions.scala

@@ -25,7 +25,7 @@ import org.apache.spark.sql.catalyst.util.DateTimeUtils
 import org.apache.spark.sql.catalyst.util.TimeFormatter
 import org.apache.spark.sql.errors.{QueryCompilationErrors, QueryExecutionErrors}
 import org.apache.spark.sql.internal.types.StringTypeWithCollation
-import org.apache.spark.sql.types.{AbstractDataType, IntegerType, ObjectType, TimeType}
+import org.apache.spark.sql.types.{AbstractDataType, IntegerType, ObjectType, TimeType, TypeCollection}
 import org.apache.spark.unsafe.types.UTF8String
 
 /**
@@ -290,3 +290,62 @@ object HourExpressionBuilder extends ExpressionBuilder {
     }
   }
 }
+
+case class SecondsOfTime(child: Expression)
+  extends RuntimeReplaceable
+    with ExpectsInputTypes {
+
+  override def replacement: Expression = StaticInvoke(
+    classOf[DateTimeUtils.type],
+    IntegerType,
+    "getSecondsOfTime",
+    Seq(child),
+    Seq(child.dataType)
+  )
+
+  override def inputTypes: Seq[AbstractDataType] =
+    Seq(TypeCollection(TimeType.MIN_PRECISION to TimeType.MAX_PRECISION map TimeType: _*))
+
+  override def children: Seq[Expression] = Seq(child)
+
+  override def prettyName: String = "second"
+
+  override protected def withNewChildrenInternal(
+    newChildren: IndexedSeq[Expression]): Expression = {
+      copy(child = newChildren.head)
+  }
+}
+
+@ExpressionDescription(
+  usage = """
+    _FUNC_(expr) - Returns the second component of the given expression.
+
+    If `expr` is a TIMESTAMP or a string that can be cast to timestamp,
+    it returns the second of that timestamp.
+    If `expr` is a TIME type (since 4.1.0), it returns the second of the time-of-day.
+  """,
+  examples = """
+    Examples:
+      > SELECT _FUNC_('2018-02-14 12:58:59');
+       59
+      > SELECT _FUNC_(TIME'13:25:59.999999');
+       59
+  """,
+  since = "1.5.0",
+  group = "datetime_funcs")
+object SecondExpressionBuilder extends ExpressionBuilder {
+  override def build(name: String, expressions: Seq[Expression]): Expression = {
+    if (expressions.isEmpty) {
+      throw QueryCompilationErrors.wrongNumArgsError(name, Seq("> 0"), expressions.length)
+    } else {
+      val child = expressions.head
+      child.dataType match {
+        case _: TimeType =>
+          SecondsOfTime(child)
+        case _ =>
+          Second(child)
+      }
+    }
+  }
+}
+

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/DateTimeUtils.scala

@@ -135,6 +135,12 @@ object DateTimeUtils extends SparkDateTimeUtils {
     getLocalDateTime(micros, zoneId).getSecond
   }
 
+  /**
+   * Returns the second value of a given TIME (TimeType) value.
+   */
+  def getSecondsOfTime(micros: Long): Int = {
+    microsToLocalTime(micros).getSecond
+  }
   /**
    * Returns the seconds part and its fractional part with microseconds.
    */

sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/TimeExpressionsSuite.scala

@@ -168,4 +168,62 @@ class TimeExpressionsSuite extends SparkFunSuite with ExpressionEvalHelper {
     checkConsistencyBetweenInterpretedAndCodegen(
       (child: Expression) => MinutesOfTime(child).replacement, TimeType())
   }
+
+  test("SecondExpressionBuilder") {
+    // Empty expressions list
+    checkError(
+      exception = intercept[AnalysisException] {
+        SecondExpressionBuilder.build("second", Seq.empty)
+      },
+      condition = "WRONG_NUM_ARGS.WITHOUT_SUGGESTION",
+      parameters = Map(
+        "functionName" -> "`second`",
+        "expectedNum" -> "> 0",
+        "actualNum" -> "0",
+        "docroot" -> SPARK_DOC_ROOT)
+    )
+
+    // test TIME-typed child should build SecondsOfTime
+    val timeExpr = Literal(localTime(12, 58, 59), TimeType())
+    val builtExprForTime = SecondExpressionBuilder.build("second", Seq(timeExpr))
+    assert(builtExprForTime.isInstanceOf[SecondsOfTime])
+    assert(builtExprForTime.asInstanceOf[SecondsOfTime].child eq timeExpr)
+
+    // test non TIME-typed child should build second
+    val tsExpr = Literal("2007-09-03 10:45:23")
+    val builtExprForTs = SecondExpressionBuilder.build("second", Seq(tsExpr))
+    assert(builtExprForTs.isInstanceOf[Second])
+    assert(builtExprForTs.asInstanceOf[Second].child eq tsExpr)
+  }
+
+  test("Second with TIME type") {
+    // A few test times in microseconds since midnight:
+    //   time in microseconds -> expected second
+    val testTimes = Seq(
+      localTime() -> 0,
+      localTime(1) -> 0,
+      localTime(0, 59) -> 0,
+      localTime(14, 30) -> 0,
+      localTime(12, 58, 59) -> 59,
+      localTime(23, 0, 1) -> 1,
+      localTime(23, 59, 59, 999999) -> 59
+    )
+
+    // Create a literal with TimeType() for each test microsecond value
+    // evaluate SecondsOfTime(...), and check that the result matches the expected second.
+    testTimes.foreach { case (micros, expectedSecond) =>
+      checkEvaluation(
+        SecondsOfTime(Literal(micros, TimeType())),
+        expectedSecond)
+    }
+
+    // Verify NULL handling
+    checkEvaluation(
+      SecondsOfTime(Literal.create(null, TimeType(TimeType.MICROS_PRECISION))),
+      null
+    )
+
+    checkConsistencyBetweenInterpretedAndCodegen(
+      (child: Expression) => SecondsOfTime(child).replacement, TimeType())
+  }
 }

sql/core/src/test/resources/sql-functions/sql-expression-schema.md

@@ -286,7 +286,7 @@
 | org.apache.spark.sql.catalyst.expressions.SchemaOfJson | schema_of_json | SELECT schema_of_json('[{"col":0}]') | struct<schema_of_json([{"col":0}]):string> |
 | org.apache.spark.sql.catalyst.expressions.SchemaOfXml | schema_of_xml | SELECT schema_of_xml('<p><a>1</a></p>') | struct<schema_of_xml(<p><a>1</a></p>):string> |
 | org.apache.spark.sql.catalyst.expressions.Sec | sec | SELECT sec(0) | struct<SEC(0):double> |
-| org.apache.spark.sql.catalyst.expressions.Second | second | SELECT second('2009-07-30 12:58:59') | struct<second(2009-07-30 12:58:59):int> |
+| org.apache.spark.sql.catalyst.expressions.SecondExpressionBuilder | second | SELECT second('2018-02-14 12:58:59') | struct<second(2018-02-14 12:58:59):int> |
 | org.apache.spark.sql.catalyst.expressions.SecondsToTimestamp | timestamp_seconds | SELECT timestamp_seconds(1230219000) | struct<timestamp_seconds(1230219000):timestamp> |
 | org.apache.spark.sql.catalyst.expressions.Sentences | sentences | SELECT sentences('Hi there! Good morning.') | struct<sentences(Hi there! Good morning., , ):array<array<string>>> |
 | org.apache.spark.sql.catalyst.expressions.Sequence | sequence | SELECT sequence(1, 5) | struct<sequence(1, 5):array<int>> |