4paradigm / 4paradigm/OpenMLDB

Ignore the error message for offline jobs which try to register system tables without offline data

オープン
#3,632 コメント 0 件 リアクション 0 件 担当者 1 名 @tobegit3hub が担当を希望しています GitHub で見る
batch-engine bug
主要言語
C++
スター
1.7k
フォーク
331
平均マージ
12日 12時間
マージ済み PR(30日)
1

説明

**Bug Description**

Now we may get the error message for all offline jobs which has created feature platform system tables.

```
2023-11-28 16:33:49,887 INFO api.OpenmldbSession: Register empty dataframe of SYSTEM_FEATURE_PLATFORM.feature_views with schema StructType(StructField(name,StringType,true), StructField(db,StringType,true), StructField(sql,StringType,true), StructField(description,StringType,true), StructField(feature_names,StringType,true))
2023-11-28 16:33:49,900 WARN api.OpenmldbSession: Fail to register table SYSTEM_FEATURE_PLATFORM.feature_views java.lang.NullPointerException
at org.apache.spark.sql.Dataset.createOrReplaceTempView(Dataset.scala:3307)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.registerTable(OpenmldbSession.scala:238)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.$anonfun$registerOpenmldbOfflineTable$2(OpenmldbSession.scala:322)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.$anonfun$registerOpenmldbOfflineTable$2$adapted(OpenmldbSession.scala:284)
at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:286)
at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:36)
at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:33)
at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:198)
at scala.collection.TraversableLike.map(TraversableLike.scala:286)
at scala.collection.TraversableLike.map$(TraversableLike.scala:279)
at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:198)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.$anonfun$registerOpenmldbOfflineTable$1(OpenmldbSession.scala:284)
at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:286)
at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:36)
at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:33)
at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:198)
at scala.collection.TraversableLike.map(TraversableLike.scala:286)
at scala.collection.TraversableLike.map$(TraversableLike.scala:279)
at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:198)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.registerOpenmldbOfflineTable(OpenmldbSession.scala:282)
at com._4paradigm.openmldb.batch.api.OpenmldbSession.(OpenmldbSession.scala:76)
at org.apache.spark.sql.SparkSession.(SparkSession.scala:179)
at org.apache.spark.sql.SparkSession$Builder.getOrCreate(SparkSession.scala:987)
at com._4paradigm.openmldb.batchjob.RunBatchAndShow$.runBatchSql(RunBatchAndShow.scala:31)
at com._4paradigm.openmldb.batchjob.RunBatchAndShow$.main(RunBatchAndShow.scala:27)
at com._4paradigm.openmldb.batchjob.RunBatchAndShow.main(RunBatchAndShow.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.spark.deploy.JavaMainApplication.start(SparkApplication.scala:52)
at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:955)
at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:180)
at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:203)
at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:90)
at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:1043)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:1052)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
```

コントリビューションガイド

コントリビューションガイドを開く

調査の方向性

The error occurs in OpenmldbSession.scala at line 238, where registerTable calls Dataset.createOrReplaceTempView. Examine the registerOpenmldbOfflineTable method starting at line 282 to understand the flow for system tables without offline data. The fix likely involves checking for null or empty data before registration. Run the related batch job tests to verify the warning is suppressed correctly.

索引モデルが issue の本文から書いたものです。

評価

技術スタック
java, scala, spark
領域
backend, databases
issue の種類
バグ
難易度
3/5
見積もり時間
1〜2日
活発さ
停滞
明瞭さ
おおむね明確
初心者へのやさしさ
45/100

新しい issue をメールで受け取る

初心者向けの GitHub issue を短くまとめたダイジェスト。