[KYUUBI #2201] Show ExecutionId when running status on query engine page

### _Why are the changes needed?_

Now we can display the ExecutionId on the query engine page, but generally the sql has been finished.
We can update it when SQL is running and there is an ExecutionId.

close #2201, #921

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

- [x] Add screenshots for manual tests if appropriate

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

Closes #2202 from cxzl25/KYUUBI-2201.

Closes #2201

ed4f8b0 [sychen] compile time
607a18c [sychen] import
9096b6a [sychen] compiledTime
abb0cc0 [sychen] add sync
e1273e5 [sychen] use running state to judge
3d413fe [sychen] fix style
f619fe4 [sychen] use PARSING
a6d91e2 [sychen] use SparkListenerSQLExecutionStart to get executionId
4a03626 [sychen] set COMPILED state early
60de793 [sychen] fix ut
e2b879f [sychen] update ExecutionId

Lead-authored-by: sychen <sychen@trip.com>
Co-authored-by: sychen <sychen@ctrip.com>
Signed-off-by: ulysses-you <ulyssesyou@apache.org>

Author: cxzl25

externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/operation/ExecuteStatement.scala

@@ -79,9 +79,6 @@ class ExecuteStatement(
       // TODO: Make it configurable
       spark.sparkContext.addSparkListener(operationListener)
       result = spark.sql(statement)
-      // TODO #921: COMPILED need consider eagerly executed commands
-      setState(OperationState.COMPILED)
-      debug(result.queryExecution)
       iter =
         if (incrementalCollect) {
           info("Execute in incremental collect mode")
@@ -97,6 +94,7 @@ class ExecuteStatement(
             new ArrayFetchIterator(result.take(resultMaxRows))
           }
         }
+      setCompiledStateIfNeeded()
       setState(OperationState.FINISHED)
     } catch {
       onError(cancel = true)
@@ -158,4 +156,27 @@ class ExecuteStatement(
     EventBus.post(
       SparkOperationEvent(this, operationListener.getExecutionId))
   }
+
+  def setCompiledStateIfNeeded(): Unit = synchronized {
+    if (getStatus.state == OperationState.RUNNING) {
+      val lastAccessCompiledTime =
+        if (result != null) {
+          val phase = result.queryExecution.tracker.phases
+          if (phase.contains("parsing") && phase.contains("planning")) {
+            val compiledTime = phase("planning").endTimeMs - phase("parsing").startTimeMs
+            lastAccessTime + compiledTime
+          } else {
+            0L
+          }
+        } else {
+          0L
+        }
+      super.setState(OperationState.COMPILED)
+      if (lastAccessCompiledTime > 0L) {
+        lastAccessTime = lastAccessCompiledTime
+      }
+      EventBus.post(
+        SparkOperationEvent(this, operationListener.getExecutionId))
+    }
+  }
 }

externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/kyuubi/SQLOperationListener.scala

@@ -29,6 +29,7 @@ import org.apache.kyuubi.config.KyuubiConf
 import org.apache.kyuubi.config.KyuubiConf.{ENGINE_SPARK_SHOW_PROGRESS, ENGINE_SPARK_SHOW_PROGRESS_TIME_FORMAT, ENGINE_SPARK_SHOW_PROGRESS_UPDATE_INTERVAL}
 import org.apache.kyuubi.config.KyuubiReservedKeys.KYUUBI_STATEMENT_ID_KEY
 import org.apache.kyuubi.engine.spark.KyuubiSparkUtil.SPARK_SQL_EXECUTION_ID_KEY
+import org.apache.kyuubi.engine.spark.operation.ExecuteStatement
 import org.apache.kyuubi.operation.Operation
 import org.apache.kyuubi.operation.log.OperationLog
 
@@ -86,6 +87,11 @@ class SQLOperationListener(
       if (executionId.isEmpty) {
         executionId = Option(jobStart.properties.getProperty(SPARK_SQL_EXECUTION_ID_KEY))
           .map(_.toLong)
+        operation match {
+          case executeStatement: ExecuteStatement =>
+            executeStatement.setCompiledStateIfNeeded()
+          case _ =>
+        }
       }
       withOperationLog {
         activeJobs.add(jobId)