Alluxio Standalone with Fault Tolerance
- Configuring Alluxio
Fault Tolerance in Alluxio is based upon a multi-master approach where multiple master processes are running. One of these processes is elected the leader and is used by all workers and clients as the primary point of contact. The other masters act as standbys using the shared journal to ensure that they maintain the same file system metadata as a new leader and can rapidly take over in the event of the leader failing.
If the leader fails, a new leader is automatically selected from the available standby masters and Alluxio proceeds as usual. Note that while the switchover to a standby master happens clients may experience brief delays or transient errors.
There are two prerequisites for setting up a fault tolerant Alluxio cluster:
- A shared reliable under filesystem on which to place the journal
Alluxio requires ZooKeeper for fault tolerance, for leader selection. This ensures that there is at most one leader master for Alluxio at any given time.
Alluxio also requires a shared under filesystem on which to place the journal. This shared filesystem must be accessible by all the masters, and possible options include HDFS, Amazon S3, or GlusterFS. The leader master writes the journal to the shared filesystem, while the other (standby) masters continually replay the journal entries to stay up-to-date.
Alluxio uses ZooKeeper to achieve master fault tolerance. Alluxio masters use ZooKeeper for leader election. Alluxio clients also use ZooKeeper to inquire about the identity and address of the current leader.
ZooKeeper must be set up independently (see ZooKeeper Getting Started).
After ZooKeeper is deployed, note the address and port for configuring Alluxio below.
Shared Filesystem for Journal
Alluxio requires a shared filesystem to store the journal. All masters must be able to read and write to the shared filesystem. Only the leader master will be writing to the journal at any given time, but all masters read the shared journal to replay the state of Alluxio.
The shared filesystem must be set up independently from Alluxio, and should already be running before Alluxio is started.
For example, if using HDFS for the shared journal, you need to note address and port running your NameNode, as you will need to configure Alluxio below.
Once you have ZooKeeper and your shared filesystem running, you need to set up your
appropriately on each host.
Externally Visible Address
In the following sections we refer to an “externally visible address”. This is simply the address of
an interface on the machine being configured that can be seen by other nodes in the Alluxio cluster.
On EC2, you should use the
ip-x-x-x-x address. In particular, don’t use
other nodes will then be unable to reach your node.
Configuring Fault Tolerant Alluxio
In order to enable fault tolerance for Alluxio, additional configuration settings must be set for
Alluxio masters, workers, and clients. In
conf/alluxio-site.properties, these java options must be set:
|alluxio.zookeeper.enabled||true||If true, masters will use ZooKeeper to enable fault tolerance.|
|alluxio.zookeeper.address||[zookeeper_hostname]:2181||The hostname and port ZooKeeper is running on. Separate multiple addresses with commas.|
To set these options, you can configure your
conf/alluxio-site.properties to include:
If you are using a cluster of ZooKeeper nodes, you can specify multiple addresses by separating them with commas, like:
Alternatively, these configuration settings can be set in the
conf/alluxio-env.sh file. More
details about setting configuration parameters can be found in
In addition to the above configuration settings, Alluxio masters need additional configuration. For
each master, the following variable must be set appropriately in
alluxio.master.hostname=[externally visible address of this machine]
Also, specify the correct journal folder by setting
alluxio.master.journal.folder appropriately in
conf/alluxio-site.properties. For example, if you are using HDFS for the journal, you can add:
Once all the Alluxio masters are configured in this way, they can all be started for fault tolerant Alluxio. One of the masters will become the leader, and the others will replay the journal and wait until the current master dies.
As long as the config parameters above are correctly set, the worker will be able to consult with
ZooKeeper, and find the current leader master to connect to. Therefore,
does not have to be set for the workers.
Note: When running Alluxio in fault tolerant mode, it is possible that the default worker heartbeat timeout value is too short. It is recommended to increase that value to a higher value, in order to handle the situations when a master failover occurs. In order to increase the heartbeat timeout value on the workers, modify the configuration parameter
conf/alluxio-site.propertiesto a larger value (at least a few minutes).
No additional configuration parameters are required for fault tolerant mode. As long as both:
are set appropriately for your client application, the application will be able to consult with ZooKeeper for the current leader master.
When communicating with fault-tolerant Alluxio using the HDFS API, use
alluxio-ft:// for the scheme
alluxio://. Any host provided in the URL is ignored;
alluxio.zookeeper.address is used
instead for finding the Alluxio leader master.
hadoop fs -ls alluxio-ft:///directory