[KYUUBI #2672] Check if the table exists

### _Why are the changes needed?_

close #2672

### _How was this patch tested?_
- [X] Add some test cases that check the changes thoroughly including negative and positive cases if possible

- [ ] Add screenshots for manual tests if appropriate

- [ ] [Run test](https://kyuubi.apache.org/docs/latest/develop_tools/testing.html#running-tests) locally before make a pull request

Closes #2673 from wForget/KYUUBI-2672.

Closes #2672

a6c30d5 [wforget] [KYUUBI-2672] Check if the table exists

Authored-by: wforget <643348094@qq.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>

Author: wForget

extensions/spark/kyuubi-spark-connector-tpcds/src/main/scala/org/apache/kyuubi/spark/connector/tpcds/TPCDSCatalog.scala

@@ -52,7 +52,7 @@ class TPCDSCatalog extends TableCatalog with SupportsNamespaces {
   }
 
   override def loadTable(ident: Identifier): SparkTable = (ident.namespace, ident.name) match {
-    case (Array(db), table) if databases contains db =>
+    case (Array(db), table) if (databases contains db) && tables.contains(table.toLowerCase) =>
       new TPCDSTable(table.toLowerCase, scales(databases indexOf db), options)
     case (_, _) => throw new NoSuchTableException(ident)
   }

extensions/spark/kyuubi-spark-connector-tpcds/src/test/scala/org/apache/kyuubi/spark/connector/tpcds/TPCDSCatalogSuite.scala

@@ -17,7 +17,7 @@
 
 package org.apache.kyuubi.spark.connector.tpcds
 
-import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.{AnalysisException, SparkSession}
 
 import org.apache.kyuubi.KyuubiFunSuite
 
@@ -99,6 +99,13 @@ class TPCDSCatalogSuite extends KyuubiFunSuite {
     assertStats("tpcds.sf1.web_site", 8760)
   }
 
+  test("nonexistent table") {
+    val exception = intercept[AnalysisException] {
+      spark.table("tpcds.sf1.nonexistent_table")
+    }
+    assert(exception.message === "Table or view not found: tpcds.sf1.nonexistent_table")
+  }
+
   override def afterAll(): Unit = {
     super.afterAll()
     spark.stop()