Ansible + Hadoop. Deploying Hortonworks Data Platform with Ansible. Michael Young Solutions Engineer February 23, 2017
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1 Ansible + Hadoop Deploying Hortonworks Data Platform with Ansible Michael Young Solutions Engineer February 23, 2017
2 About Me Michael Young Solutions Hortonworks 16+ years of experience (Almost all in Public Sector) Information Retrieval (Solr, Elasticsearch) Hadoop (HDP, MapR, Cloudera) DevOps (Ansible, Puppet, Docker, Vagrant) Development (Python, Perl, myoung@hortonworks.com 2 Hortonworks Inc All Rights Reserved
3 About Hortonworks Only 100% Open Source Hadoop Company Over 1,000 customers Over 2,100 partners Hortonworks Data Platform (HDP) Hortonworks Data Flow (HDF) Hortonworks Community Connection (HCC) 3 Hortonworks Inc All Rights Reserved
4 Hortonworks Data Platform Hortonworks Inc All Rights Reserved
5 Ambari: Management and Monitoring 5 Hortonworks Inc All Rights Reserved
6 HDP Provisioning Workflow Prepare Infrastructure Package Repos DNS NTP Prepare OS Disable Transparent Huge Pages Disable Swapping Jumbo Frames Format and mount disk drives Bootstrap Ambari Install Ambari Server Install Ambari Agents Install HDP Interactively via Ambari s web-based UI Automatically via Ambari Blueprints 6 Hortonworks Inc All Rights Reserved
7 Ambari Blueprints for HDP Deployments splay/ambari/blueprints Declarative definition of a cluster written in JSON. Preserves best practice configuration across deployments Requires OS configuration prerequisites already in place Ambari will perform checks and warn you. 7 Hortonworks Inc All Rights Reserved
8 Automation! Why Ansible? 8 Hortonworks Inc All Rights Reserved
9 Ansible for HDP Deployments Playbooks Bootstrap baseline configuration Install DBs Install HDP software Roles Master Servers Slave Servers Ambari Server Ambari Agent Tasks Install prerequisite packages Install Ambari Server packages Install Ambari Agent packages Disable SELinux Turn on NTP Templates /etc/hosts Ambari Blueprints Files Disable THP Disable Swapping 9 Hortonworks Inc All Rights Reserved
10 Create 6-node Environment Using Amazon AWS 6 x c4.4xlarge instances Simple Ansible solution AWS provisioning using ec2 and ec2_group modules Simple inventory Simple playbook Simple ansible.cfg 10 Hortonworks Inc All Rights Reserved
11 Simple Inventory All Ansible commands run locally Uses AWS API Using Anaconda Python 11 Hortonworks Inc All Rights Reserved
12 Simple Playbook: hadoop-demo.yml 2 Tasks Create Security Group Create EC2 Instances 12 Hortonworks Inc All Rights Reserved
13 Task: Provision Security Group ec2_group module Region VPC Rules 13 Hortonworks Inc All Rights Reserved
14 Task: Provision Servers ec2 module Region Group Instance type AMI Volumes Counts Tags 14 Hortonworks Inc All Rights Reserved
15 Run Playbook ansible-playbook -i inventory/hosts playbooks/hadoop-demo.yml Takes ~35 seconds 15 Hortonworks Inc All Rights Reserved
16 16 Hortonworks Inc All Rights Reserved DEMO
17 Ansible AWS Ad-Hoc Examples Dynamic Inventory g-started-with-ansible-and-dynamicamazon-ec2-inventory-management/ e/ansible/devel/contrib/inventory/ec2.py e/ansible/devel/contrib/inventory/ec2.ini Handy Python script allows you to interact with AWS instances 17 Hortonworks Inc All Rights Reserved
18 Ready to Create? Inventory Dev Test Prod Playbook Roles Tasks Templates Files Handlers Generally an iterative process Start small, move towards more complex Entire process could take a couple of days to a couple of weeks 18 Hortonworks Inc All Rights Reserved
19 Why re-invent the wheel? ansible-hadoop ObjectRocket is a Rackspace company. Enables deployment of hadoop clusters using Ansible Supports Rackspace cloud and existing environments Ansible == (2.2 is not supported at the moment) Expects RHEL/CentOS 6/7 or Ubuntu 14 hosts. Simple Configure, then run two scripts 19 Hortonworks Inc All Rights Reserved
20 20 Hortonworks Inc All Rights Reserved DEMO
21 Minimal Configuration Needed inventory/static playbooks/group_vars/master_nodes playbooks/group_vars/slave_nodes playbooks/group_vars/hortonworks ansible.cfg Optional: custom repos and blueprints 21 Hortonworks Inc All Rights Reserved
22 Modify inventory/static Add information for master, slave and edge nodes Use public IP for ansible_host Default user for my AMI is centos. Set ansible_ssh_user appropriately. Using key, so no password specified Don t forget to comment unused node types (edge-nodes) 22 Hortonworks Inc All Rights Reserved
23 Modify playbook/group_vars/*_nodes Refer to template files for examples Most options are geared towards Rackspace cloud 23 Hortonworks Inc All Rights Reserved
24 Modify playbook/group_vars/hortonworks Specify Configuration Details version of HDP and Ambari to install components to install admin and service passwords repo URL I left this as-is 24 Hortonworks Inc All Rights Reserved
25 Modify ansible.cfg Change library value to playbooks/library/site_facts Specify location of private_key_file. 25 Hortonworks Inc All Rights Reserved
26 Run bootstrap_static.sh Performs the common bootstrap configurations $ bash bootstrap_static.sh Takes ~8 minutes Consistent timing regardless of node count Same tasks done on all servers in parallel Ansible approach. 26 Hortonworks Inc All Rights Reserved
27 27 Hortonworks Inc All Rights Reserved DEMO
28 Run hortonworks_static.sh Performs the Hortonworks installation $ bash hortonworks_static.sh Takes ~19 minutes (4-node m4.xlarge cluster) master01 had significantly more tasks to implement 28 Hortonworks Inc All Rights Reserved
29 Retrying Tasks is Normal The last task is waiting for the cluster to be built Normal to see many failed checks with retry attempts. 29 Hortonworks Inc All Rights Reserved
30 Monitor Ambari During Install Monitor Ambari during cluster installation. 30 Hortonworks Inc All Rights Reserved
31 One Node: ~1,000 seconds One node took ~1,000 seconds to complete install and startup This node is the master node, has more components Room to decrease deployment time by adding more master nodes 31 Hortonworks Inc All Rights Reserved
32 Five Node Cluster 5 x m4.xlarge 2 master and 3 slave nodes Took ~15 minutes ~3 minutes faster than 4-node cluster. More even distribution of components on master servers 32 Hortonworks Inc All Rights Reserved
33 Six Node Cluster 6 x m4.xlarge 3 master and 3 slave nodes Took ~15 minutes No apparent improvement in deployment times over 5-node cluster. 33 Hortonworks Inc All Rights Reserved
34 Comparing Instance Sizes - Six Node Cluster m4.xlarge vs c4.4xlarge Same cluster configuration 3 master and 3 slave nodes Took ~12 minutes ~3 minutes faster than m4.xlarge cluster 34 Hortonworks Inc All Rights Reserved
35 Number & Size of Nodes Factoring the number and size of nodes to decrease deployment time is interesting, but not generally important Size your cluster on based on data size and workload More Data: more local storage per slave node, more slave nodes More Queries: more memory and cpu per slave node, more slave nodes High Availability: Use at least 3 master nodes, at least 3 slave nodes Minimum recommended cluster size for production is ~12 nodes 35 Hortonworks Inc All Rights Reserved
36 Summary Easily created an AWS environment using a simple Ansible playbook Takes ~1-2 minutes, includes modifying playbook Easily deployed 6-node HDP cluster Ran playbook from an AWS node with Ansible Modify a couple of configuration files Run 2 commands and have an HDP cluster in < 20 minutes Demonstrated how cluster size and instance type affected deployment times 36 Hortonworks Inc All Rights Reserved
37 37 Hortonworks Inc All Rights Reserved Questions?
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