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[GitHub] [incubator-kyuubi] yaooqinn opened a new pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

yaooqinn opened a new pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909


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[GitHub] [incubator-kyuubi] codecov-commenter edited a comment on pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909#issuecomment-895708191


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   @@             Coverage Diff              @@
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     Lines          5391     5417      +26     
     Branches        652      652              
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[GitHub] [incubator-kyuubi] yaooqinn commented on pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
yaooqinn commented on pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909#issuecomment-895668839


   cc @zhang1002 @ulysses-you 


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[GitHub] [incubator-kyuubi] yaooqinn closed pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
yaooqinn closed pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909


   


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[GitHub] [incubator-kyuubi] ulysses-you commented on a change in pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
ulysses-you commented on a change in pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909#discussion_r685685944



##########
File path: externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/events/EventLoggingServiceSuite.scala
##########
@@ -61,7 +63,25 @@ class EventLoggingServiceSuite extends WithSparkSQLEngine with JDBCTestUtils {
         assert(rs2.getString("applicationId") === spark.sparkContext.applicationId)
         assert(rs2.getString("master") === spark.sparkContext.master)
       }
+
+      val table3 = sessionEventPath.getParent
+      val rs3 = statement.executeQuery(s"SELECT * FROM `json`.`${table3}`")
+      while (rs3.next()) {
+        assert(rs3.getString("Event") === classOf[SessionEvent].getCanonicalName)
+        assert(rs3.getString("username") === Utils.currentUser)
+        assert(rs3.getString("applicationId") === spark.sparkContext.applicationId)
+        assert(rs3.getInt("totalOperations") === 0,
+          "update num of operations after session close as statement event will track these")
+      }
     }
-  }
 
+    withJdbcStatement() { statement =>
+      val rs = statement.executeQuery(s"SELECT * FROM `json`.`${sessionEventPath.getParent}`" +
+        s" where totalOperations > 0")

Review comment:
       `s" where totalOperations > 0"` -> `" where totalOperations > 0"`

##########
File path: externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/events/EventLoggingServiceSuite.scala
##########
@@ -61,7 +63,25 @@ class EventLoggingServiceSuite extends WithSparkSQLEngine with JDBCTestUtils {
         assert(rs2.getString("applicationId") === spark.sparkContext.applicationId)
         assert(rs2.getString("master") === spark.sparkContext.master)
       }
+
+      val table3 = sessionEventPath.getParent
+      val rs3 = statement.executeQuery(s"SELECT * FROM `json`.`${table3}`")
+      while (rs3.next()) {
+        assert(rs3.getString("Event") === classOf[SessionEvent].getCanonicalName)
+        assert(rs3.getString("username") === Utils.currentUser)
+        assert(rs3.getString("applicationId") === spark.sparkContext.applicationId)
+        assert(rs3.getInt("totalOperations") === 0,
+          "update num of operations after session close as statement event will track these")
+      }
     }
-  }
 
+    withJdbcStatement() { statement =>
+      val rs = statement.executeQuery(s"SELECT * FROM `json`.`${sessionEventPath.getParent}`" +
+        s" where totalOperations > 0")
+      while (rs.next()) {
+        // there 3 statements executed above
+        assert(rs.getInt("totalOperations") === 3)
+      }

Review comment:
       In case the rs is empty, how about ?
   
   ```
   assert(rs.next)
   // there 3 statements executed above
   assert(rs.getInt("totalOperations") === 3)
   ```

##########
File path: externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/events/SessionEvent.scala
##########
@@ -0,0 +1,56 @@
+/*
+ * 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.kyuubi.engine.spark.events
+
+import org.apache.spark.sql.Encoders
+import org.apache.spark.sql.types.StructType
+
+import org.apache.kyuubi.engine.spark.KyuubiSparkUtil
+import org.apache.kyuubi.session.Session
+
+/**
+ * Event Tracking for user sessions
+ * @param sessionId the identifier of a session
+ * @param applicationId the engine id
+ * @param startTime Start time
+ * @param endTime End time
+ * @param ip Client IP address
+ * @param totalOperations how many queries and meta calls
+ */
+case class SessionEvent(
+    sessionId: String,
+    applicationId: String,

Review comment:
       shall we use `engineId` here ?




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[GitHub] [incubator-kyuubi] codecov-commenter edited a comment on pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
codecov-commenter edited a comment on pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909#issuecomment-895708191


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   @@             Coverage Diff              @@
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   ============================================
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     Complexity       11       11              
   ============================================
     Files           143      145       +2     
     Lines          5391     5417      +26     
     Branches        652      652              
   ============================================
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   - Misses          757      759       +2     
   - Partials        365      366       +1     
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   | [...la/org/apache/kyuubi/session/AbstractSession.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-a3l1dWJpLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2t5dXViaS9zZXNzaW9uL0Fic3RyYWN0U2Vzc2lvbi5zY2FsYQ==) | `95.50% <ø> (ø)` | |
   | [...ache/kyuubi/engine/spark/events/SessionEvent.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvU2Vzc2lvbkV2ZW50LnNjYWxh) | `88.23% <88.23%> (ø)` | |
   | [...g/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9LeXV1YmlTcGFya1V0aWwuc2NhbGE=) | `91.30% <100.00%> (+0.39%)` | :arrow_up: |
   | [...uubi/engine/spark/events/EventLoggingService.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvRXZlbnRMb2dnaW5nU2VydmljZS5zY2FsYQ==) | `87.50% <100.00%> (+4.89%)` | :arrow_up: |
   | [...pache/kyuubi/engine/spark/events/KyuubiEvent.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvS3l1dWJpRXZlbnQuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
   | [...kyuubi/engine/spark/session/SparkSessionImpl.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9zZXNzaW9uL1NwYXJrU2Vzc2lvbkltcGwuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
   | [...ache/kyuubi/operation/KyuubiOperationManager.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-a3l1dWJpLXNlcnZlci9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2t5dXViaS9vcGVyYXRpb24vS3l1dWJpT3BlcmF0aW9uTWFuYWdlci5zY2FsYQ==) | `58.49% <0.00%> (-1.51%)` | :arrow_down: |
   | [...rg/apache/kyuubi/engine/spark/SparkSQLEngine.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9TcGFya1NRTEVuZ2luZS5zY2FsYQ==) | `72.60% <0.00%> (-1.37%)` | :arrow_down: |
   | [...pache/kyuubi/sql/KyuubiQueryStagePreparation.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZGV2L2t5dXViaS1leHRlbnNpb24tc3BhcmstMy0xL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL3NxbC9LeXV1YmlRdWVyeVN0YWdlUHJlcGFyYXRpb24uc2NhbGE=) | `79.41% <0.00%> (-0.99%)` | :arrow_down: |
   | ... and [3 more](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [89d0312...e202b70](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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[GitHub] [incubator-kyuubi] codecov-commenter commented on pull request #909: [KYUUBI #906] Add SessionEvent to track session status changes

Posted by GitBox <gi...@apache.org>.
codecov-commenter commented on pull request #909:
URL: https://github.com/apache/incubator-kyuubi/pull/909#issuecomment-895708191


   # [Codecov](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) Report
   > Merging [#909](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (1271e84) into [master](https://codecov.io/gh/apache/incubator-kyuubi/commit/89d031264b0332aced5a8c104cd14789810cbdea?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) (89d0312) will **increase** coverage by `0.04%`.
   > The diff coverage is `94.11%`.
   
   [![Impacted file tree graph](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/graphs/tree.svg?width=650&height=150&src=pr&token=925D4tb9AH&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   
   ```diff
   @@             Coverage Diff              @@
   ##             master     #909      +/-   ##
   ============================================
   + Coverage     79.18%   79.23%   +0.04%     
     Complexity       11       11              
   ============================================
     Files           143      145       +2     
     Lines          5391     5417      +26     
     Branches        652      652              
   ============================================
   + Hits           4269     4292      +23     
   - Misses          757      759       +2     
   - Partials        365      366       +1     
   ```
   
   
   | [Impacted Files](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | Coverage Δ | |
   |---|---|---|
   | [...pache/kyuubi/engine/spark/events/EngineEvent.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvRW5naW5lRXZlbnQuc2NhbGE=) | `89.65% <ø> (-0.35%)` | :arrow_down: |
   | [...la/org/apache/kyuubi/session/AbstractSession.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-a3l1dWJpLWNvbW1vbi9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2t5dXViaS9zZXNzaW9uL0Fic3RyYWN0U2Vzc2lvbi5zY2FsYQ==) | `95.50% <ø> (ø)` | |
   | [...ache/kyuubi/engine/spark/events/SessionEvent.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvU2Vzc2lvbkV2ZW50LnNjYWxh) | `88.23% <88.23%> (ø)` | |
   | [...g/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9LeXV1YmlTcGFya1V0aWwuc2NhbGE=) | `91.30% <100.00%> (+0.39%)` | :arrow_up: |
   | [...uubi/engine/spark/events/EventLoggingService.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvRXZlbnRMb2dnaW5nU2VydmljZS5zY2FsYQ==) | `87.50% <100.00%> (+4.89%)` | :arrow_up: |
   | [...pache/kyuubi/engine/spark/events/KyuubiEvent.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9ldmVudHMvS3l1dWJpRXZlbnQuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
   | [...kyuubi/engine/spark/session/SparkSessionImpl.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9zZXNzaW9uL1NwYXJrU2Vzc2lvbkltcGwuc2NhbGE=) | `100.00% <100.00%> (ø)` | |
   | [...ache/kyuubi/operation/KyuubiOperationManager.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-a3l1dWJpLXNlcnZlci9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2t5dXViaS9vcGVyYXRpb24vS3l1dWJpT3BlcmF0aW9uTWFuYWdlci5zY2FsYQ==) | `58.49% <0.00%> (-1.51%)` | :arrow_down: |
   | [...rg/apache/kyuubi/engine/spark/SparkSQLEngine.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZXh0ZXJuYWxzL2t5dXViaS1zcGFyay1zcWwtZW5naW5lL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL2VuZ2luZS9zcGFyay9TcGFya1NRTEVuZ2luZS5zY2FsYQ==) | `72.60% <0.00%> (-1.37%)` | :arrow_down: |
   | [...pache/kyuubi/sql/KyuubiQueryStagePreparation.scala](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation#diff-ZGV2L2t5dXViaS1leHRlbnNpb24tc3BhcmstMy0xL3NyYy9tYWluL3NjYWxhL29yZy9hcGFjaGUva3l1dWJpL3NxbC9LeXV1YmlRdWVyeVN0YWdlUHJlcGFyYXRpb24uc2NhbGE=) | `79.41% <0.00%> (-0.99%)` | :arrow_down: |
   | ... and [3 more](https://codecov.io/gh/apache/incubator-kyuubi/pull/909/diff?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation) | |
   
   ------
   
   [Continue to review full report at Codecov](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   > **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by [Codecov](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=footer&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Last update [89d0312...1271e84](https://codecov.io/gh/apache/incubator-kyuubi/pull/909?src=pr&el=lastupdated&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=The+Apache+Software+Foundation).
   


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