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Apache Ambari – Management, Monitoring and
Operations



Mahadev Konar
Co Founder & Software Engineer
@mahadevkonar (@hortonworks)
Pramod Thangali
Director of Engineering
@pramodthangali (@hortonworks)




                                             Page 1
Hello!
• Hadoop
   – Contributor since 2006
   – Committer/PMC
• ZooKeeper
   – Contributor since 2008
   – Committer/PMC
• Ambari
   – Contributor since 2012
   – Committer/PPMC




                              Page 2
Ambari                 Easiest way to manage Hadoop Clusters




Cluster Operations                    Job Diagnostics                 Extensible Platform

Core capabilities to include the   Insight into job performance and   Integration and customization
 critical tasks associated with         reduce the burden on               points so Hadoop can
  provisioning and operating         specialized Hadoop skills and       interoperate with existing
        Hadoop clusters.                       knowledge.                   operational tooling.




                                                                                               Page 3
Architecture
                                                                                                    Web Client
             REST API                                                   JS

                                                            Ambari
                                     /clusters               Web

                                                                                                             Configurable
                                                                                             java
                   Ambari                                                                                    Auth Provider
                   Server




                                                                             Auth Provider
   Cluster
                                                 REST API
Configurations
                                                                                                                   RDBMS
                                        Request Dispatcher                                                          LDAP

                       DB                                                                                  User
                 postgres
                                 Orchestrator          Monitoring                                          Repo




     Bootstrap or
     Manual install
                            python   Ambari                 Ganglia      php
                            puppet
                                     Agent/s                Collector


                                                                                                                        Page 4
API’s API’s and API’s
     http://{your.ambari.server}:8080




          Clusters                 /api/v1/clusters




         Services                  /api/v1/clusters/mycluster/services




       Components                  /api/v1/clusters/mycluster/services/hdfs/components/namenode




           Hosts                   /api/v1/clusters/mycluster/hosts




     Host-Components               /api/v1/clusters/mycluster/hosts/host1/host_components



https://github.com/apache/ambari/blob/branch-1.2/ambari-server/docs/api/v1/index.md


                                                                                                  Page 5
How to plug into the API’s
• Consistent front-end REST API for
   –Accessing Hadoop and System metrics
   –Managing cluster resources
• Service provider plugin architecture to enable
   –Adding new components and resources
   –Providing alternative service providers to
    manage existing components




     < Place tittle Here by using Header and Footer Options >
                                                                Page 6
Enabling Integration Scenarios
• Expand REST API




  “ZERO TOUCH” INSTALLS
                              Blueprint         Ambari              Cluster



 “LIGHTS OUT” WORKFLOWS
                               Alarm            Decom               Inform



AVOID CONFIGURATION “DRIFT”
                              Change            Apply               Callback



 “BRING MY OWN” SCENARIOS
                                       Custom            Provider




                                                                               Page 7
Ambari + Teradata Viewpoint Integration
• Integrate with Ambari to provide Monitoring
  REST API
• Use Ganglia for metrics collection
• No Ambari mgmt controls
• No Ambari UI
• No Ambari Agents




                      P
   HDP Cluster             Ambari
           Custom     P



                                                Page 8
Extending Ambari – Adding new services
• Stack Definitions
    – Define which Services are available (services)
    – Define where to get the packages (repos)
                     repos
       Stack A
                    services      S   S   S   S   S



                     repos
       Stack B
                    services      S   S   S   S



                     repos
       Stack C
       extends
       Stack A                    S   S   S   S   S        S
                    services                           +

                                                               Page 9
Demo




       Page 10
Ambari RoadMap
• Releases
  –Ambari 1.2.0
  –Ambari 1.2.1
  –Ambari 1.2.2 (under vote)
  –Ambari 1.2.3 (under development for stability fixes)
• Ambari 1.3.0
• Ambari 1.4.0
• Futures




     < Place tittle Here by using Header and Footer Options >
                                                                Page 11
Ambari 1.2.2 – whats new
• Bug Fixes to 1.2 line
• Host-level Alerts
• Paging Controls on Zoomed Graphs
• Change Ambari Web Port #
• Support for AD Authentication
• Quicker Install/Start/Test progress display
• Upgrade Paths
   – 1.2.0  1.2.2 and 1.2.1  1.2.2
• Performance
   – Optimized deployment + monitoring on clusters




       < Place tittle Here by using Header and Footer Options >
                                                                  Page 12
Host Level Alerts
• Host-specific alerts
• For example:
   – TaskTracker process, DataNode
     process, DataNode Storage




        < Place tittle Here by using Header and Footer Options >
                                                                   Page 13
Paging Controls on Zoomed Graphs


Last 1 Hour
                               Last 12 Hours




Last 2 Hours
                               Last 24 Hours




Last 4 Hours
                               Last 1 Week




                                        Page 14
Ambari 1.3
• Manage Kerberos Secure Cluster
• Managed Stack Upgrade
• Disaster protection service via HDFS mirroring
• Multi-tenancy support via capacity Scheduler
• Improved Configuration Mgmt with host-level controls
• Master service mobility to ease hardware
  maintenance




     < Place tittle Here by using Header and Footer Options >
                                                                Page 15
Ambari 1.3 continued
• External group mappings (LDAP/AD)
• Support API and external driven cluster Installation
  Management
• Enhanced Job Diagnostic visualizations
• HUE Support for Hadoop data workers




                                                         Page 16
Multi Tenancy Support
• Compute resource quotas
   – Managed via Capacity Scheduler and used in PROD at Yahoo!
   – Basic configuration support in Ambari 1.3
   – Visualization for Queue Diagnostics in Ambari 1.4 (target)




                                                                  Page 17
Multi Tenancy Support – User and Data
 Management
• Disk and Name space quotas
• Support for quota mgmt in Ambari 2.x (target)




                                                  Page 18
Release Schedule and Info
•   Ambari 1.2.2 (pending release)
•   Ambari 1.2.3 (2-3 weeks)
•   Ambari 1.3.0 (May)
•   Ambari 1.4.0 (TBD)
•   Links
     – Website
           – http://incubator.apache.org/ambari/
     – Mailing Lists
           – http://incubator.apache.org/ambari/mail-lists.html
     – Development Wiki
           – https://cwiki.apache.org/confluence/display/AMBARI
           – Looking for Apache contributors




          < Place tittle Here by using Header and Footer Options >
                                                                     Page 19
Thank you.
@mahadevkonar
@pramodthangali




    Architecting the Future of Big Data
                                          Page
    © Hortonworks Inc. 2012

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Managing your Hadoop Clusters with Ambari

  • 1. Apache Ambari – Management, Monitoring and Operations Mahadev Konar Co Founder & Software Engineer @mahadevkonar (@hortonworks) Pramod Thangali Director of Engineering @pramodthangali (@hortonworks) Page 1
  • 2. Hello! • Hadoop – Contributor since 2006 – Committer/PMC • ZooKeeper – Contributor since 2008 – Committer/PMC • Ambari – Contributor since 2012 – Committer/PPMC Page 2
  • 3. Ambari Easiest way to manage Hadoop Clusters Cluster Operations Job Diagnostics Extensible Platform Core capabilities to include the Insight into job performance and Integration and customization critical tasks associated with reduce the burden on points so Hadoop can provisioning and operating specialized Hadoop skills and interoperate with existing Hadoop clusters. knowledge. operational tooling. Page 3
  • 4. Architecture Web Client REST API JS Ambari /clusters Web Configurable java Ambari Auth Provider Server Auth Provider Cluster REST API Configurations RDBMS Request Dispatcher LDAP DB User postgres Orchestrator Monitoring Repo Bootstrap or Manual install python Ambari Ganglia php puppet Agent/s Collector Page 4
  • 5. API’s API’s and API’s http://{your.ambari.server}:8080 Clusters /api/v1/clusters Services /api/v1/clusters/mycluster/services Components /api/v1/clusters/mycluster/services/hdfs/components/namenode Hosts /api/v1/clusters/mycluster/hosts Host-Components /api/v1/clusters/mycluster/hosts/host1/host_components https://github.com/apache/ambari/blob/branch-1.2/ambari-server/docs/api/v1/index.md Page 5
  • 6. How to plug into the API’s • Consistent front-end REST API for –Accessing Hadoop and System metrics –Managing cluster resources • Service provider plugin architecture to enable –Adding new components and resources –Providing alternative service providers to manage existing components < Place tittle Here by using Header and Footer Options > Page 6
  • 7. Enabling Integration Scenarios • Expand REST API “ZERO TOUCH” INSTALLS Blueprint Ambari Cluster “LIGHTS OUT” WORKFLOWS Alarm Decom Inform AVOID CONFIGURATION “DRIFT” Change Apply Callback “BRING MY OWN” SCENARIOS Custom Provider Page 7
  • 8. Ambari + Teradata Viewpoint Integration • Integrate with Ambari to provide Monitoring REST API • Use Ganglia for metrics collection • No Ambari mgmt controls • No Ambari UI • No Ambari Agents P HDP Cluster Ambari Custom P Page 8
  • 9. Extending Ambari – Adding new services • Stack Definitions – Define which Services are available (services) – Define where to get the packages (repos) repos Stack A services S S S S S repos Stack B services S S S S repos Stack C extends Stack A S S S S S S services + Page 9
  • 10. Demo Page 10
  • 11. Ambari RoadMap • Releases –Ambari 1.2.0 –Ambari 1.2.1 –Ambari 1.2.2 (under vote) –Ambari 1.2.3 (under development for stability fixes) • Ambari 1.3.0 • Ambari 1.4.0 • Futures < Place tittle Here by using Header and Footer Options > Page 11
  • 12. Ambari 1.2.2 – whats new • Bug Fixes to 1.2 line • Host-level Alerts • Paging Controls on Zoomed Graphs • Change Ambari Web Port # • Support for AD Authentication • Quicker Install/Start/Test progress display • Upgrade Paths – 1.2.0  1.2.2 and 1.2.1  1.2.2 • Performance – Optimized deployment + monitoring on clusters < Place tittle Here by using Header and Footer Options > Page 12
  • 13. Host Level Alerts • Host-specific alerts • For example: – TaskTracker process, DataNode process, DataNode Storage < Place tittle Here by using Header and Footer Options > Page 13
  • 14. Paging Controls on Zoomed Graphs Last 1 Hour Last 12 Hours Last 2 Hours Last 24 Hours Last 4 Hours Last 1 Week Page 14
  • 15. Ambari 1.3 • Manage Kerberos Secure Cluster • Managed Stack Upgrade • Disaster protection service via HDFS mirroring • Multi-tenancy support via capacity Scheduler • Improved Configuration Mgmt with host-level controls • Master service mobility to ease hardware maintenance < Place tittle Here by using Header and Footer Options > Page 15
  • 16. Ambari 1.3 continued • External group mappings (LDAP/AD) • Support API and external driven cluster Installation Management • Enhanced Job Diagnostic visualizations • HUE Support for Hadoop data workers Page 16
  • 17. Multi Tenancy Support • Compute resource quotas – Managed via Capacity Scheduler and used in PROD at Yahoo! – Basic configuration support in Ambari 1.3 – Visualization for Queue Diagnostics in Ambari 1.4 (target) Page 17
  • 18. Multi Tenancy Support – User and Data Management • Disk and Name space quotas • Support for quota mgmt in Ambari 2.x (target) Page 18
  • 19. Release Schedule and Info • Ambari 1.2.2 (pending release) • Ambari 1.2.3 (2-3 weeks) • Ambari 1.3.0 (May) • Ambari 1.4.0 (TBD) • Links – Website – http://incubator.apache.org/ambari/ – Mailing Lists – http://incubator.apache.org/ambari/mail-lists.html – Development Wiki – https://cwiki.apache.org/confluence/display/AMBARI – Looking for Apache contributors < Place tittle Here by using Header and Footer Options > Page 19
  • 20. Thank you. @mahadevkonar @pramodthangali Architecting the Future of Big Data Page © Hortonworks Inc. 2012