Livy cannot find the database

maziyar — Fri, 16 Sep 2022 12:13:37 GMT

Hi,

I switched to Spark 2.2 and latest version of Livy and now I am having problem with Hive.

For instance this works in spark2-shell:

scala> spark.sql("select * from bikeshare.trips")
res5: org.apache.spark.sql.DataFrame = [tripid: int, duration: int ... 9 more fields]

But the same gives me this error in Hue notebook (Spark2.2)

In Zeppelin

spark.sql("select * from bikeshare.trips")
org.apache.spark.sql.AnalysisException: Table or view not found: `bikeshare`.`trips`; line 1 pos 14;

In Hue

spark.sql("select * from bikshare.trips")

'Project [*] +- 'UnresolvedRelation `bikshare`.`trips` at org.apache.spark.sql.catalyst.analysis.package$AnalysisErrorAt.failAnalysis(package.scala:42) at
 org.apache.spark.sql.catalyst.analysis.CheckAnalysis$$anonfun$checkAnalysis$1.apply(CheckAnalysis.scala:82) at 
org.apache.spark.sql.catalyst.analysis.CheckAnalysis$$anonfun$checkAnalysis$1.apply(CheckAnalysis.scala:78) at 
org.apache.spark.sql.catalyst.trees.TreeNode.foreachUp(TreeNode.scala:127) at org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$foreachUp$1.apply(TreeNode.scala:126) at 
org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$foreachUp$1.apply(TreeNode.scala:126) at scala.collection.immutable.List.foreach(List.scala:381) at 
org.apache.spark.sql.catalyst.trees.TreeNode.foreachUp(TreeNode.scala:126) at org.apache.spark.sql.catalyst.analysis.CheckAnalysis$class.checkAnalysis(CheckAnalysis.scala:78) at 
org.apache.spark.sql.catalyst.analysis.Analyzer.checkAnalysis(Analyzer.scala:91) at org.apache.spark.sql.execution.QueryExecution.assertAnalyzed(QueryExecution.scala:52) at 
org.apache.spark.sql.Dataset$.ofRows(Dataset.scala:66) at org.apache.spark.sql.SparkSession.sql(SparkSession.scala:623) ... 47 elided

The spark.catalog shows empty table

spark.catalog.listTables.show

+----+--------+-----------+---------+-----------+
|name|database|description|tableType|isTemporary|
+----+--------+-----------+---------+-----------+
+----+--------+-----------+---------+-----------+

Listing databases in spark-shell displays all the databases but in Hue/Livy

spark.sql("show databases").show
+------------+
|databaseName|
+------------+
|     default|
+------------+

So of course the bikeshare doesn't exist from Livy

spark.sql("use bikshare")
org.apache.spark.sql.catalyst.analysis.NoSuchDatabaseException: Database 'bikshare' not found;

Is there something I am missing here? It used to work in spark 1.6 wih sqlContext. It's like it couldn't load metastore metadata about all the warehouse directories etc.

Update: Hive Service for Spark 2 is enabled

Many thanks,

Maziyar

Re: Livy cannot find the database

maziyar — Mon, 11 Sep 2017 21:43:12 GMT

I had to link hive-site.xml to spark conf dir manually!

export SPARK_HOME=/opt/cloudera/parcels/CDH/lib/spark
export SPARK_CONF_DIR=$SPARK_HOME/conf

sudo ln -s /etc/hive/conf/hive-site.xml $SPARK_CONF_DIR

I am not sure why this is not already in spark conf.

Problem has been solved.

Re: Livy cannot find the database

spaszek — Fri, 20 Oct 2017 11:25:17 GMT

I had the simillar issue, although symlinking did not help.

What I did was setting

livy.repl.enableHiveContext = true

in my livy.conf file. It is commented by default.

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