Created on 10-24-2016 10:13 AM - edited 09-16-2022 03:45 AM
Hello there,
I'm new to Hadoop and I'm currently trying some examples resembling to the problem I have to solve.
I've created a very simple table in Hive (via hive shell). Then tried to look at it in Impala (via impala-shell).
Even though I typed "invalidate metadata" before looking at the table in Impala, I couldn't see the table created in Hive.
It seems that Impala and/or Hive cannot access the meta-store (?).
I looked at impalad logs but didn't find any error.
Below my configuration and the stuff I typed in hive and impala.
1.Configuration
* A 6 node CentOS 6.8 cluster
* CDH 5.7.1
* impalad version 2.5.0
* Impala Shell v2.5.0
* Apache Derby - 10.11.1.1
* Hive 1.1.0
2. Table creation & lookup
hive> create database new_db_from_hive ;
OK
hive> create table new_db_from_hive.new_table_from_hive(x int) ;
OK
hive> show databases like 'new*' ;
OK
new_db_from_hive
Then in Impala :
[myhost.hadoop:21000] > invalidate metadata ;
Query: invalidate metadata
Fetched 0 row(s) in 3.26s
[myhost.hadoop:21000] > show databases ;
Query: show databases
+------------------+----------------------------------------------+
| name | comment |
+------------------+----------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
+------------------+----------------------------------------------+
However, I can see the database on the hdfs file system :
$ hdfs dfs -ls /user/hive/warehouse/new_db_from_hive.db
Found 1 items
drwxrwxrwt - <myuserid> hive 0 2016-10-24 18:46 /user/hive/warehouse/new_db_from_hive.db/new_table_from_hive
I don't know what is missing.
Thank you in advance for any help.
Created 10-25-2016 04:31 AM
Do you have sentry enabled in the cluster?
Do you notice the database when you run the show database query on beeline from the same user?
With HIVE CLI the show database query's results will not be filtered based on the user privileges.
But with beeline and impala-shell -- the user privileges will be evaluated before rendering the result. If the respective user dont have read privilege on the database, it wont be listed in the result.
Created 10-25-2016 06:43 AM
Thank you for your advices. It finally worked.
I just shifted from Hive shell to beeline.
Using beeline, I could see databases created in Impala.
In impala, after running the "invalidate metadata" query, I could see databases created through beeline.
Apparently, hive shell cannot access the remote metastore.
I don't know if this is because hive shell is now deprecated or if it's just a configuration issue, but I will proceed with beeline.
show databases via beeline :
beeline> !connect jdbc:hive2://bigfour.hadoop:10000
Connected to: Apache Hive (version 1.1.0-cdh5.7.1)
0: jdbc:hive2://bigfour.hadoop:10000> show databases ;
+---------------------------+--+
| database_name |
+---------------------------+--+
| default |
| new_db_from_beeline |
| new_db_from_impala |
+---------------------------+--+
show databases via impala-shell (before and after "invalidate metadata") :
[bigtwo.hadoop:21000] > show databases ;
+-----------------------------+----------------------------------------------+
| name | comment |
+-----------------------------+----------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
| new_db_from_impala | |
+-----------------------------+----------------------------------------------+
[bigtwo.hadoop:21000] > invalidate metadata ;
[bigtwo.hadoop:21000] > show databases ;
+-------------------------------+---------------------------------------------+
| name | comment |
+-------------------------------+---------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
| new_db_from_beeline | |
| new_db_from_impala | |
+------------------------------+-----------------------------------------------+
Created 10-24-2016 10:32 AM
What do you see if you type "use new_db_from_hive;" into your Impala shell?
Created 10-24-2016 11:28 AM
It gives me an arror :
> use new_db_from_hive ;
Query: use new_db_from_hive
ERROR: AnalysisException: Database does not exist: new_db_from_hive
Created 10-24-2016 12:33 PM
Does it work if you create the database through Impala?
Created 10-24-2016 01:09 PM
Yes. Databases and Tables can be created normally in Impala.
[myhost.hadoop:21000] > create database new_db_from_impala ;
Query: create database new_db_from_impala
Fetched 0 row(s) in 0.18s
[myhost.hadoop:21000] > create table new_db_from_impala.new_table_from_impala(x int) ;
Query: create table new_db_from_impala.new_table_from_impala(x int)
[myhost.hadoop:21000] > show databases ;
Query: show databases
+--------------------+----------------------------------------------+
| name | comment |
+--------------------+----------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
| new_db_from_impala | |
+--------------------+----------------------------------------------+
Fetched 3 row(s) in 0.00s
[myhost.hadoop:21000] > use new_db_from_impala ;
Query: use new_db_from_impala
[myhost.hadoop:21000] > show tables ;
Query: show tables
+-----------------------+
| name |
+-----------------------+
| new_table_from_impala |
+-----------------------+
Fetched 1 row(s) in 0.00s
Created 10-24-2016 01:24 PM
The connection to HMS seems to be working fine. Here are some things to consider:
1. create a table in Hive and run invalidate metadata in Impala. Does this work?
2. Check the impalad.INFO and catalogd.INFO for any exceptions/errors
3. Keep in mind that invalidate metadata is asynchronous, i.e. it returns immediately and then in the background the catalog objects are sent to the impalad nodes. This could take some time, so the question is if the db shows up eventually (after a few secs) or never.
Dimitris
Created 10-24-2016 02:30 PM
1. create a table in Hive and run invalidate metadata in Impala. Does this work?
This is what I've done several times (create table/database in Hive; then run invalidate metadata in Impala). And no. It doesn't work.
2. Check the impalad.INFO and catalogd.INFO for any exceptions/errors
catalogd.ERROR includes exceptions concerning the missing tables. But there's no additional information about the origin of the problem :
E1024 15:55:53.764930 10217 catalog-server.cc:76] TableNotFoundException: Table not found: new_db_from_hive.new_table_from_hive
E1024 15:59:52.447249 10217 catalog-server.cc:76] TableNotFoundException: Table not found: new_db_from_hive2nd.new_table_from_hive
E1024 16:18:37.696986 14116 catalog-server.cc:76] TableNotFoundException: Table not found: new_db_from_hive.new_table_from_hive
E1024 16:30:49.233502 10217 catalog-server.cc:76] TableNotFoundException: Table not found: new_db_from_hive3rd.new_table_from_hive
In impalad.INFO, I found some lines that *may* be of interest (?) :
I1024 18:50:41.929322 10036 Frontend.java:866] analyze query invalidate metadata
I1024 18:50:41.950764 10036 impala-server.cc:1430] Waiting for catalog version: 34 current version: 26
I1024 18:50:45.444826 10036 impala-beeswax-server.cc:307] get_results_metadata(): query_id=5243589279189211:df729a8d9a1687a4
I1024 18:50:45.445307 10036 impala-beeswax-server.cc:349] close(): query_id=5243589279189211:df729a8d9a1687a4
I1024 18:50:45.445310 10036 impala-server.cc:915] UnregisterQuery(): query_id=5243589279189211:df729a8d9a1687a4
I1024 18:50:45.445314 10036 impala-server.cc:1001] Cancel(): query_id=5243589279189211:df729a8d9a1687a4
I1024 18:50:45.446462 10036 impala-beeswax-server.cc:172] query(): query=invalidate metadata
I don't know if this variation of version in the catalog is normal.
3. Keep in mind that invalidate metadata is asynchronous, i.e. it returns immediately and then in the background the catalog objects are sent to the impalad nodes. This could take some time, so the question is if the db shows up eventually (after a few secs) or never.
There are few data in Hive, Impala.
And even if I try looking at the existing tables in Impala much later after I ran the "invalidate metadata" query, they still do not appear.
Created on 10-25-2016 04:19 AM - edited 10-25-2016 04:33 AM
Could it be a misconfiguration issue in Hive ?
* On a first node of my cluster, I've created via hive shell a database and a table. Say : database1.table1
* On a second node, I've created database2.table2
If I look at the warehouse directory : /user/hive/warehouse/ on both nodes I can see the two databases :
database1.db and database2.db
However, if I check the existence of these databases through hive-shell, I don't see both databases using shell-hive query 'show databases' : I only see database1 on the first node and database2 on the second node.
[Edited post]
I can only run one instance of hive-shell by node.
I suppose that the Metastore is configured in "Embedded mode".
I 'm using Cloudera Manager, but I can't find where I can change the Metastore mode configuration.
Created 10-25-2016 04:31 AM
Do you have sentry enabled in the cluster?
Do you notice the database when you run the show database query on beeline from the same user?
With HIVE CLI the show database query's results will not be filtered based on the user privileges.
But with beeline and impala-shell -- the user privileges will be evaluated before rendering the result. If the respective user dont have read privilege on the database, it wont be listed in the result.
Created 10-25-2016 06:43 AM
Thank you for your advices. It finally worked.
I just shifted from Hive shell to beeline.
Using beeline, I could see databases created in Impala.
In impala, after running the "invalidate metadata" query, I could see databases created through beeline.
Apparently, hive shell cannot access the remote metastore.
I don't know if this is because hive shell is now deprecated or if it's just a configuration issue, but I will proceed with beeline.
show databases via beeline :
beeline> !connect jdbc:hive2://bigfour.hadoop:10000
Connected to: Apache Hive (version 1.1.0-cdh5.7.1)
0: jdbc:hive2://bigfour.hadoop:10000> show databases ;
+---------------------------+--+
| database_name |
+---------------------------+--+
| default |
| new_db_from_beeline |
| new_db_from_impala |
+---------------------------+--+
show databases via impala-shell (before and after "invalidate metadata") :
[bigtwo.hadoop:21000] > show databases ;
+-----------------------------+----------------------------------------------+
| name | comment |
+-----------------------------+----------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
| new_db_from_impala | |
+-----------------------------+----------------------------------------------+
[bigtwo.hadoop:21000] > invalidate metadata ;
[bigtwo.hadoop:21000] > show databases ;
+-------------------------------+---------------------------------------------+
| name | comment |
+-------------------------------+---------------------------------------------+
| _impala_builtins | System database for Impala builtin functions |
| default | Default Hive database |
| new_db_from_beeline | |
| new_db_from_impala | |
+------------------------------+-----------------------------------------------+