Building your first aplication using Apache Apex
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This document provides an overview of building an Apache Apex application, including key concepts like DAGs, operators, and ports. It also includes an example "word count" application and demonstrates how to define the application and operators, and build Apache Apex from source code. The document outlines the sample application workflow and includes information on resources for learning more about Apache Apex.
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Building your first aplication using Apache Apex
- 1. Yogi Devendra [email protected] Building your first Apache Apex Application
- 2. ● Key concepts: DAG, Operators, Ports ● APIs for defining Applications, Operators ● “Word Count” example DAG ● Building Apache Apex from source code ● Creating a sample application ● Demo ● Questions Outline
- 3. ● An Application is defined as Directed Acyclic Graph : DAG ● Vertices of the DAG are computational units : Operators ● Edges of the DAG are data tuples in-motion : Streams ● Operator end-points for input , output : Ports ● An Operator takes one or more input streams, performs computations & emits one or more output streams ○ Each operator is USER’s business logic, or built-in operator from our open source library ○ Operator may have multiple instances that run in parallel Application as a DAG
- 5. ● MyApplication implements StreamingApplication ○ Provide implementation for populateDAG ○ Stitch the DAG ● SampleOperator extends BaseOperator ○ Define input ports, output ports ○ Define process methods ○ Optional : Define beginWindow, endWindow, setup, teardown APIs : Application, Operator
- 7. ● Data at Rest - Count occurrences of words in a file ● Data in Motion - Emit counts at the end of the window ● Another variation - Emit cumulative counts at the end of every window. Sample application Apex Application DAGHDFS LOGS Lines Counts
- 8. Defining DAG Reader Parser Counter Output Input Operator (Adapter) Output Operator (Adapter) Generic Operators HDFS LOGS
- 9. • Java : 1.7.x • mvn : 3.0 + • git : 1.7 + • Apache hadoop : How to : Single node cluster • Apache Apex Core • git clone [email protected]:apache/apex-core.git • cd apex-core/ • git checkout master • mvn clean install -DskipTests • Apache Apex Malhar • git clone [email protected]:apache/apex-malhar.git • cd apex-malhar/ • git checkout master • mvn clean install -DskipTests • DataTorrent RTS community edition Building Apache Apex
- 11. ● Apache Apex website - http://apex.apache.org/ ● Subscribe - http://apex.apache.org/community.html ● Download - http://apex.apache.org/downloads.html ● Youtube : subscribe DataTorrent ● Meetup - http://www.meetup.com/topics/apache-apex ● Twitter : follow @ApacheApex ● Startup Program – Free Enterprise License for Startups, Educational Institutions, Non-Profits Resources 11
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