DevTalks Bucharest
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Spark & Tachyon - First in industry to offer commercial support for Spark,Tachyon. Continuously updated to latest stable vers. Resource Manager Based on Mesos and enhanced to eliminate framework starvation issues Spark Job Server Built & open sourced by Atigeo, a REST server for Spark, supporting Mesos & multiple contexts Jaws: Warehouse Explorer Built & open sourced by Atigeo, HTTP server & user interface for running queries & managing metadata on top of a Shark or SparkSQL store Data Ingestion- Visually or via REST API, define automated data ingestion processes, that ingest large datasets in parallel and provide real-time status & monitoring Data Transform- Visually or via REST API, define automated data transf workflows that coordinate multiple distributed execution frameworks Cluster Monitoring Active monitoring & admin UI's for the entire cluster including machine, operating system, server and service monitors
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DevTalks Bucharest
- 1. ‹#› xPattern Connect 5.0 Mesos, Tachyon, Spark, Spark SJR, JAWS, Hive, Cassandra, Solr Radu MOLDOVAN Senior Team Lead BUCHAREST July 2015
- 2. About me • 20 years of programming (open source) • last 3 years worked in Big Data • Team Lead @ • building the 5th generation of xPatterns Platform
- 3. What is xPatterns Connect? xPatterns is a software platform to build intelligent, self-improving, petabyte-scale, enterprise-grade, data driven applications. Connect is a pre-build big data analytics technology that bypasses traditional ETL & cluster configuration
- 4. Where can I find it?
- 7. Data Import
- 13. Warehouse explorer - powered by JAWS
- 14. Experimentation
- 15. Monitoring
- 19. Documentation
- 20. For the enterprise. For developers. For the breakthrough.
- 21. Applications built on top of services (Fraud)
- 22. Applications built on top of services (Medical)
- 23. Open Source contributions Spark Job Server - https://github.com/Atigeo/spark-job-rest Solves inability to run multiple Spark contexts from the same JVM Multiple Spark contexts with distinct JVM Job submission in Java + Scala Jaws- http://github.com/Atigeo/http-spark-sql-server Restful service for running Spark SQL/Shark queries on top of Spark xPatterns API & samples https://github.com/Atigeo/xpatterns-spark-api https://github.com/Atigeo/xpatterns-spark-demo
- 24. © 2015 Atigeo, Corporation. All rights reserved. Atigeo and the xPatterns logo are trademarks of Atigeo. The information herein is for informational purposes only and represents the current view of Atigeo as of the date of this presentation. Because Atigeo must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Atigeo, and Atigeo cannot guarantee the accuracy of any information provided after the date of this presentation. ATIGEO MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
Editor's Notes
- high level architecture and features
- The Data Import module gets data into the xPatterns platform. Data can be ingested into HDFS storage or the Tachyon in-memory distributed file system. The Workflow module of the xPatterns platform is a workflow engine with monitoring and quality gates for big data applications. The Warehouse Explorer module is an open source, REST service, built by Atigeo for running Spark SQL queries based on Spark with both Mesos and Tachyon support. The Experimentation module is a Python distribution designed to empower data scientists with the ability to quickly prototype ideas, execute those ideas against large sets of data, and integrate the results into a production application while abstracting the infrastructure layer as much as possible. The Administration module allows you to manage the modules that are exposed in the Management Console. The settings are applied to modules and components in the cluster, as well as user profiles and groups. The Monitoring module allows you to monitor the status and performance of applications and services that are running on the xPatterns cluster as well as view historical data.
- Spark & Tachyon -First in industry to offer commercial support for Spark,Tachyon. Continuously updated to latest stable vers. Resource Manager Based on Mesos and enhanced to eliminate framework starvation issues Spark Job Server Built & open sourced by Atigeo, a REST server for Spark, supporting Mesos & multiple contexts Jaws: Warehouse Explorer Built & open sourced by Atigeo, HTTP server & user interface for running queries & managing metadata on top of a Shark or SparkSQL store Data Ingestion- Visually or via REST API, define automated data ingestion processes, that ingest large datasets in parallel and provide real-time status & monitoring Data Transform- Visually or via REST API, define automated data transf workflows that coordinate multiple distributed execution frameworks Cluster Monitoring Active monitoring & admin UI's for the entire cluster including machine, operating system, server and service monitors
- explore warehouse - browse Hive tables concurrently and asynchronously submit SQL queries on top of Spark context Jaws: Warehouse Explorer Built & open sourced by Atigeo, HTTP server & user interface for running queries & managing metadata on top of a Shark or SparkSQL store
- The Experimentation module is a Python distribution designed to empower data scientists with the ability to quickly prototype ideas, execute those ideas against large sets of data, and integrate the results into a production application while abstracting the infrastructure layer as much as possible.