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Provisioning a Cloudera Hadoop cluster on Azure

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This post covers how to provision a Cloudera-certified Hadoop IaaS cluster on Azure, for Production, from the Azure Preview Portal using an Azure Resource Manager template available in the marketplace that was developed by Cloudera.   At the time of writing the blog, the CDH version was 5.6.0.

Details covered are:
1.  Cluster options
2.  Instructions on provisioning a cluster
3.  Services enabled on the cluster
4.  Nodes and Roles
5.  Infrastructure
6.  Connecting to the cluster
7.  Versions
8.  Notes/Constraints
9.  References

1.0. Cluster options
There are two options you can select from, a Production cluster and a PoC cluster.  With both, you can configure the number of data nodes.  The underlying virtual machine sizes will differ with the "Production" cluster running a higher-end virtual machine.

2.0. Step by step instructions for provisioning a cluster

Prerequisites - Create a resource group
1.  Go to https://ms.portal.azure.com
2. Click on resource groups on the left navigation bar
img-rg-0

 

3.  Enter a name for your resource group, pick the subscription and availability region and click on "create".
This will create a resource group that we will use in the cluster setup.

img-rg-1

 

Cluster setup

4.  Click on "New", then on "Data + Analytics" and then on "Cloudera Enterprise Data Hub"
img1

 

5.  In the blade that opens up, under "Select deployment model", click on "Resource Manager", the click "Create"

img2

 

6. In the blade that opens, click on "Basics, Configure basic settings";  Here, enter the following:
User name (Linux user)
Password
Azure Subscription ID (select from pre-filled dropdown)
Resource group (Select group created as part of the prerequisites)
Geographic region  (select from pre-filled dropdown)

img3
7.  Next, click on "Inftrastructure information";  See screenshot below for where you can customize, and where to leave defaults.

img5

 

8. Next, click on "Cloudera setup information";  Here, enter the following:
Cloudera Manager User Name
Password
Cluster Type (two options - POC and Production)
Number of data nodes

img6

 

9.  Click on user information, enter some details about yourself.

img7

 

10.  Review your input on the "Summary":

img8

 

11.  Click on "Buy" and then create.  This will provision the cluster.

img9

12.  Step away for a long break; At the time this post was written, it took more than an hour.
You can monitor the progress from the portal.

img10

You will see a message on the portal that the deployment is complete.

 

3. Services enabled on the cluster
The following services are enabled on the cluster:
HDFS
YARN
Hive
Hue
Impala
Oozie
Spark on YARN
Other distributed processing services that were available for enabling at the time of this post were:
Mapreduce, Accumulo, Flume, Kafka, HBase, Solr, Mapreduce, Sqoop

4.  Nodes and Roles

In the setup, we entered 3 data nodes, and selected Production.
The following are the nodes and the roles running on them:

nodes

 

mn0 mn1 mn2 dn

 

5.0.  Infrastructure

5.0.1. Operating System
CentOS 6.6

5.0.2. Virtual Machine
Type: DS14
Cores: 16
Memory: 112 GB
Network: 10Gbps
Local storage: SSD-based, 200 GB

5.0.3. Storage
Storage is NOT ephemeral, and data persisted will survive a reboot, or powered off VM

5.0.3.a) Master Node: Premium, 4, 512 GB VHDs
DF-H-MN

5.0.3.b) Data Node: Premium, 10, 1TB VHDs, can increase up to 31 per VM; 512 GB VHD for logs
DF-H-dN

5.0.4. Services RDBMS
Cloudera Manager, Hive, Oozie, Hue are some services that require an underlying RDBMS.
The following are the database configured by the ARM template deployment:
Hue is configured to use embedded SQLLite DB
Oozie is configured to use embedded Derby DB
Hive metastore is configured to use external PostgreSQL database
Cloudera Manager services use an external MySQL database

Embedded databases are not recommended for Production workloads.
Databases for all services, except Hue, can however be migrated, as needed, to other Cloudera supported databases.
Details on supported databases can be found here- Link

5.0.4. Network Diagram
networkDiagram
- A static public and static private IP per VM
- Network Security Groups control inbound traffic with only CDH role-specific ports open

5.0.5. Master Node Network Security Group - inbound rules mn-nsg

5.0.6. Data Node Network Security Group - inbound rules dn-nsg

 

6.0. Connecting to the cluster

6.0.1. Cloudera Manager
On the Azure portal, click on the resource group and look for the master node 0.
Get the FQDN of this node; The URL for Cloudera Manager is:
https://<FQDN of Master Node 0f your deployment>:7180

cm

 

cm1

6.0.2. Connecting to individual nodes
ssh <userYouSetup>@<publicIPOfNode>
OR
ssh <userYouSetup>@<dnsNamePrefix>-mn0.<region>.cloudapp.azure.com

7.0. Versions At the time of writing this post, March 6, 2016, the version deployed was CDH5.6.0.

Component Package Version
Apache Avro avro-1.7.6+cdh5.6.0+112
Apache Crunch crunch-0.11.0+cdh5.6.0+77
Datafu pig-udf-datafu-1.1.0+cdh5.6.0+17
Flume-ng flume-ng-1.6.0+cdh5.6.0+30
Apache Hadoop hadoop-2.6.0+cdh5.6.0+1025
Hadoop Mrv1 hadoop-0.20-mapreduce-2.6.0+cdh5.6.0+1025
Hbase hbase-1.0.0+cdh5.6.0+300
Hbase-solr hbase-solr-1.5+cdh5.6.0+57
Apache Hive hive-1.1.0+cdh5.6.0+377
Hue hue-3.9.0+cdh5.6.0+365
Apache Impala (Incubating) impala-2.4.0+cdh5.6.0+0
Kite SDK kite-1.0.0+cdh5.6.0+119
Llama llama-1.0.0+cdh5.6.0+0
Apache Mahout mahout-0.9+cdh5.6.0+26
Apache Oozie oozie-4.1.0+cdh5.6.0+235
Apache Parquet parquet-1.5.0+cdh5.6.0+174
Parquet-format parquet-format-2.1.0+cdh5.6.0+12
Apache Pig pig-0.12.0+cdh5.6.0+73
Cloudera Search search-1.0.0+cdh5.6.0+0
Apache Sentry (Incubating) sentry-1.5.1+cdh5.6.0+121
Apache Solr solr-4.10.3+cdh5.6.0+339
Apache Spark spark-1.5.0+cdh5.6.0+115
Spark-netlib spark-netlib-master.2
Apache Sqoop sqoop-1.4.6+cdh5.6.0+33
Apache Sqoop2 sqoop2-1.99.5+cdh5.6.0+34
Apache Whirr whirr-0.9.0+cdh5.6.0+17
Zookeeper zookeeper-3.4.5+cdh5.6.0+91

8.0. Notes/Constraints
At the time this post was written:
1. The template supports initial provisioning only
2. All VMs have public IPs
3. Connectivity to nodes is using a UID and password SSH key support has be added post-provisioning
4.  There is no edge node provisioned;  Every node is configured as a gateway.  Based on your company's philosophy on edge nodes, and Cloudera's recommendation on ratio of edge nodes per data nodes, they can be provisioned manually using the Cloudera centos 6.6 image available in the marketplace.
5.  Some services use embedded databases; See section 5.0 - Infrastructure;  These can easily be migrated to external databases that are recommended for Production workloads.
Details on supported databases can be found here- Link
Details on migrating database by service can be found in Cloudera documentation sites, easily

9.0. References Cloudera Reference Architecture for Azure Cloudera Quick Start ARM Template

Comments

  • Anonymous
    March 10, 2016
    Great job! Very thorough and detail-oriented. Please continue blogging about Hadoop.
  • Anonymous
    March 15, 2016
    Great work Anagha! Exactly what one of my customers needed! Thanks !
  • Anonymous
    May 30, 2016
    The comment has been removed