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Initial commit
2022-09-12 11:37:16 +02:00
The old playbook files. Some are missing.
2022-09-12 11:54:14 +02:00
# Hadoop cluster based on the CDH 4 packages.
This is the playbook that I used to install and configure the Hadoop cluster @CNR, based on the deb packages found in the Cloudera repositories.
No cloudera manager was used nor installed.
## The cluster.
The cluster structure is the following:
- jobtracker.t.hadoop.research-infrastructures.eu (3.5GB RAM, 4 CPUs):
- mapreduce HA jobtracker
- zookeeper quorum
- HA HDFS journal
- quorum4.t.hadoop.research-infrastructures.eu (3.5GB RAM, 4 CPUs):
- mapreduce HA jobtracker
- zookeeper quorum
- HA HDFS journal
- nn1.t.hadoop.research-infrastructures.eu (3.5GB RAM, 4 CPUs):
- hdfs HA namenode
- zookeeper quorum
- HA HDFS journal
- nn2.t.hadoop.research-infrastructures.eu (3.5GB RAM, 4 CPUs):
- hdfs HA namenode
- zookeeper quorum
- HA HDFS journal
- hbase-master.t.hadoop.research-infrastructures.eu (3.5GB RAM, 4 CPUs):
- hbase primary master
- hbase thrift
- zookeeper quorum
- HA HDFS journal
- hbase-master2.t.hadoop.research-infrastructures.eu (2GB RAM, 2 CPUs):
- HBASE secondary master
- hbase thrift
- node{2..13}.t.hadoop.research-infrastructures.eu (9GB RAM, 8 CPUs, 1000GB external storage for HDFS each):
- mapreduce tasktracker
- hdfs datanode
- hbase regionserver
- solr (sharded)
- hive.t.hadoop.research-infrastructures.eu:
- hue
- hive
- oozie
- sqoop
- db.t.hadoop.research-infrastructures.eu:
- postgresql instance for hue and hive
Su jobtracker.t.hadoop.research-infrastructures.eu sono installati gli
script che gestiscono tutti i servizi. È possibile fermare/attivare i
singoli servizi oppure tutto il cluster, rispettando l'ordine
corretto.
Hanno tutti prefisso "service-" e il nome dello script dà un'idea delle operazioni che verranno eseguite:
service-global-hadoop-cluster
service-global-hbase
service-global-hdfs
service-global-mapred
service-global-zookeeper
service-hbase-master
service-hbase-regionserver
service-hbase-rest
service-hdfs-datanode
service-hdfs-httpfs
service-hdfs-journalnode
service-hdfs-namenode
service-hdfs-secondarynamenode
service-mapreduce-jobtracker
service-mapreduce-tasktracker
service-zookeeper-server
Prendono come parametro "start,stop,status,restart"
- jobtracker URL:
http://jobtracker.t.hadoop.research-infrastructures.eu:50030/jobtracker.jsp
- HDFS URL:
http://namenode.t.hadoop.research-infrastructures.eu:50070/dfshealth.jsp
- HBASE master URL:
http://hbase-master.t.hadoop.research-infrastructures.eu:60010/master-status
- HUE Web Interface:
http://quorum2.t.hadoop.research-infrastructures.eu:8888
- URL ganglia, per le metriche del cluster:
http://monitoring.research-infrastructures.eu/ganglia/?r=hour&cs=&ce=&s=by+name&c=Openaire%252B%2520Hadoop%2520TEST&tab=m&vn=
- URL Nagios, per lo stato dei servizi (da attivare):
http://monitoring.research-infrastructures.eu/nagios3/
------------------------------------------------------------------------------------------------
dom0/nodes/san map data
dlib18x: *node8* e90.6 (dlibsan9)
dlib19x: *node9* e90.7 (dlibsan9)
dlib20x: *node10* e90.8 (dlibsan9)
dlib22x: *node11* e90.5 (dlibsan9)
*node7* e63.4 (dlibsan6)
dlib23x: *node12* e80.3 (dlibsan8)
*node13* e80.4 (dlibsan8)
dlib24x: *node2* e25.1 (dlibsan2)
*node3* e74.1 (dlibsan7)
dlib25x: *node4* e83.4 (dlibsan8)
dlib26x: *node5* e72.1 (dlibsan7)
*node6* e63.3 (dlibsan6)
------------------------------------------------------------------------------------------------
Submitting a job (supporting multiple users)
To support multiple users you create UNIX user accounts only in the master node.
Sul namenode:
#groupadd supergroup
(da eseguire una sola volta)
#adduser claudio
...
# su - hdfs
$ hadoop dfs -mkdir /home/claudio
$ hadoop dfs -chown -R claudio:supergroup /home/claudio
(aggiungere claudio al gruppo supergroup)
Important:
If you do not create /tmp properly, with the right permissions as shown below, you may have problems with CDH components later. Specifically, if you don't create /tmp yourself, another process may create it automatically with restrictive permissions that will prevent your other applications from using it.
Create the /tmp directory after HDFS is up and running, and set its permissions to 1777 (drwxrwxrwt), as follows:
$ sudo -u hdfs hadoop fs -mkdir /tmp
$ sudo -u hdfs hadoop fs -chmod -R 1777 /tmp
Note:
If Kerberos is enabled, do not use commands in the form sudo -u <user> <command>; they will fail with a security error. Instead, use the following commands: $ kinit <user> (if you are using a password) or $ kinit -kt <keytab> <principal> (if you are using a keytab) and then, for each command executed by this user, $ <command>
Step 8: Create MapReduce /var directories
sudo -u hdfs hadoop fs -mkdir -p /var/lib/hadoop-hdfs/cache/mapred/mapred/staging
sudo -u hdfs hadoop fs -chmod 1777 /var/lib/hadoop-hdfs/cache/mapred/mapred/staging
sudo -u hdfs hadoop fs -chown -R mapred /var/lib/hadoop-hdfs/cache/mapred
Step 9: Verify the HDFS File Structure
$ sudo -u hdfs hadoop fs -ls -R /
You should see:
drwxrwxrwt - hdfs supergroup 0 2012-04-19 15:14 /tmp
drwxr-xr-x - hdfs supergroup 0 2012-04-19 15:16 /var
drwxr-xr-x - hdfs supergroup 0 2012-04-19 15:16 /var/lib
drwxr-xr-x - hdfs supergroup 0 2012-04-19 15:16 /var/lib/hadoop-hdfs
drwxr-xr-x - hdfs supergroup 0 2012-04-19 15:16 /var/lib/hadoop-hdfs/cache
drwxr-xr-x - mapred supergroup 0 2012-04-19 15:19 /var/lib/hadoop-hdfs/cache/mapred
drwxr-xr-x - mapred supergroup 0 2012-04-19 15:29 /var/lib/hadoop-hdfs/cache/mapred/mapred
drwxrwxrwt - mapred supergroup 0 2012-04-19 15:33 /var/lib/hadoop-hdfs/cache/mapred/mapred/staging
Step 10: Create and Configure the mapred.system.dir Directory in HDFS
After you start HDFS and create /tmp, but before you start the JobTracker (see the next step), you must also create the HDFS directory specified by the mapred.system.dir parameter (by default ${hadoop.tmp.dir}/mapred/system and configure it to be owned by the mapred user.
To create the directory in its default location:
$ sudo -u hdfs hadoop fs -mkdir /tmp/mapred/system
$ sudo -u hdfs hadoop fs -chown mapred:hadoop /tmp/mapred/system
Important:
If you create the mapred.system.dir directory in a different location, specify that path in the conf/mapred-site.xml file.
When starting up, MapReduce sets the permissions for the mapred.system.dir directory to drwx------, assuming the user mapred owns that directory.
Step 11: Start MapReduce
To start MapReduce, start the TaskTracker and JobTracker services
On each TaskTracker system:
$ sudo service hadoop-0.20-mapreduce-tasktracker start
On the JobTracker system:
$ sudo service hadoop-0.20-mapreduce-jobtracker start
Step 12: Create a Home Directory for each MapReduce User
Create a home directory for each MapReduce user. It is best to do this on the NameNode; for example:
$ sudo -u hdfs hadoop fs -mkdir /user/<user>
$ sudo -u hdfs hadoop fs -chown <user> /user/<user>
where <user> is the Linux username of each user.
Alternatively, you can log in as each Linux user (or write a script to do so) and create the home directory as follows:
sudo -u hdfs hadoop fs -mkdir /user/$USER
sudo -u hdfs hadoop fs -chown $USER /user/$USER
------------------------------------------------------------------------------------------------
We use the jobtracker as provisioning server
Correct start order (reverse to obtain the stop order):
• HDFS (NB: substitute secondarynamenode with journalnode when we will have HA)
• MapReduce
• Zookeeper
• HBase
• Hive Metastore
• Hue
• Oozie
• Ganglia
• Nagios
I comandi di init si trovano nel file "init.sh" nel repository ansible.
Errore da indagare:
http://stackoverflow.com/questions/6153560/hbase-client-connectionloss-for-hbase-error
# GC hints
http://stackoverflow.com/questions/9792590/gc-tuning-preventing-a-full-gc?rq=1
HBASE troubleshooting
- Se alcune region rimangono in "transition" indefinitamente, è possibile provare a risolvere il problema da shell:
# su - hbase
$ hbase hbck -fixAssignments
Potrebbe essere utile anche
$ hbase hbck -repairHoles
-----------------------------------------------------
Quando si verifica: "ROOT stuck in assigning forever"
bisogna:
- verificare che non ci siano errori relativi a zookeeper. Se ci sono, far ripartire zookeeper e poi tutto il cluster hbase
- Far ripartire il solo hbase master
-----------------------------------------------------
Quando ci sono tabelle disabilitate, ma che risultano impossibili da abilitare o eliminare:
# su - hbase
$ hbase hbck -fixAssignments
* Restart del master hbase
-----------------------------------------------------
Vedi: http://comments.gmane.org/gmane.comp.java.hadoop.hbase.user/32838
Ed in generale, per capire il funzionamento: http://hortonworks.com/blog/apache-hbase-region-splitting-and-merging/
Tool per il monitoraggio di hbase quando è configurato per il manual splitting:
https://github.com/sentric/hannibal
---------------------------------------------------------------------------------
2013-02-22 10:24:46,492 INFO org.apache.hadoop.mapred.TaskTracker: Using ResourceCalculatorPlugin : org.apache.hadoop.util.LinuxResourceCalculatorPlugin@41a7fead
2013-02-22 10:24:46,492 INFO org.apache.hadoop.mapred.TaskTracker: Starting thread: Map-events fetcher for all reduce tasks on tracker_node2.t.hadoop.research-infrastructures.eu:localhost/127.0.0.1:47798
2013-02-22 10:24:46,492 WARN org.apache.hadoop.mapred.TaskTracker: TaskTracker's totalMemoryAllottedForTasks is -1 and reserved physical memory is not configured. TaskMemoryManager is disabled.
2013-02-22 10:24:46,571 INFO org.apache.hadoop.mapred.IndexCache: IndexCache created with max memory = 10485760
---
Post interessante che tratta la configurazione ed i vari parametri: http://gbif.blogspot.it/2011/01/setting-up-hadoop-cluster-part-1-manual.html
Lista di nomi di parametri deprecati e il loro nuovo nome: http://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-common/DeprecatedProperties.html
---
How to decommission a worker node
1. If they are many, reduce the hdfs redundancy factor
2. Stop the regionserver on the node
3. Add the node to the hdfs and jobtracker exclude list
./run.sh mapred.yml -i inventory/hosts.production -l jt_masters --tags=hadoop_workers
./run.sh hadoop-hdfs.yml -i inventory/hosts.production -l hdfs_masters --tags=hadoop_workers
4. Refresh the hdfs and jobtracker configuration
hdfs dfsadmin -refreshNodes
mapred mradmin -refreshNodes
5. Remove the node from the list of allowed ones
5a. Edit the inventory
5b. Run
./run.sh hadoop-common.yml -i inventory/hosts.production --tags=hadoop_workers
./run.sh mapred.yml -i inventory/hosts.production -l jt_masters --tags=hadoop_workers
./run.sh hadoop-hdfs.yml -i inventory/hosts.production -l hdfs_masters --tags=hadoop_workers
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Nagios monitoring
- The handlers to restart the services are managed via nrpe. To get them work, we need to:
- Add an entry in nrpe.cfg. The command name needs to start with "global_restart_" and
the remaining part of the name must coincide with the name of the service.
For example:
command[global_restart_hadoop-0.20-mapreduce-tasktracker]=/usr/bin/sudo /usr/sbin/service hadoop-0.20-mapreduce-tasktracker restart
- Add a handler to the nagios service. The command needs the service name as parameter
Example:
event_handler restart-service!hadoop-0.20-mapreduce-tasktracker
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