Big Data Integration

From Sinfronteras
Revision as of 23:11, 6 March 2019 by Adelo Vieira (talk | contribs)
Jump to: navigation, search

Module Information

Module Objectives

  • How to implement a cloud based storage solution for a company's big data needs
  • The knowledge needed to integrate desktop and web applications to utilize web services and stored data.
  • How cloud based DNS solutions can help to optimize a company's IT infrastructure
  • How cloud based servers and service implementations can be easily deployed for rapid utilisation
  • The steps involved in data exchange between web services and cloud based applications

Resources - References

  • Programming Amazon EC2, Juirg van Vliet 1st 2011 O’Reilly
  • Google Compute Engine, Marc Cohen 1st 2011 O’Reilly
  • Python for Google App Engine, Massimiliano Pippi 1st 2015 Packet
  • Big Data Fundamentals Concepts, Drivers & Techniques, Thomas Erl, Wajid Khattak, and Paul Buhler, Prentice Hall


Service-Oriented Architecture (SOA)

  • A service-oriented architecture (SOA) is a style of software design where services are provided to the other components by application components, through a communication protocol over a network.
  • A service is a discrete unit of functionality that can be accessed remotely and acted upon and updated independently, such as retrieving a credit card statement online.
  • SOA provides access to reusable Web services over a TCP/IP network,

XML

Web service

  • A software component stored on one computer that can be accessed via method calls by an application (or other software component) on another computer over a network
  • Web services communicate using such technologies as:
    • XML, JSON and HTTP
    • Simple Object Access Protocol (SOAP): An XML-based protocol that allows web services and clients to communicate in a platform-independent manner


Basic concepts:

  • Remote machine or server: The computer on which a web service resides
  • A client application that accesses a web service sends a method call over a network to the remote machine, which processes the call and returns a response over the network to the application
  • Publishing (deploying) a web service: Making a web service available to receive client requests.
  • Consuming a web service: Using a web service from a client application.
  • In Java, a web service is implemented as a class that resides on a server.


An application that consumes a web service (client) consists needs:

  • An object of a proxy class for interacting with the web service.
  • The proxy object handles the details of communicating with the web service on the client's behalf
Interaction between a web service client and a web service.png


JAX-WS:

  • The Java API for XML Web Services (JAX-WS) is a Java programming language API for creating web services, particularly SOAP services. JAX-WS is one of the Java XML programming APIs. It is part of the Java EE platform.
    • Requests to and responses from web services are typically transmitted via SOAP.
    • Any client capable of generating and processing SOAP messages can interact with a web service, regardless of the language in which the web service is written.


Creating - Publishing - Testing and Describing a Web Service using NetBeans

  • In Netbeans, you focus on the logic of the web service and let the IDE handle the web service’s infrastructure


  • Example: HugeInteger web service:
    • Provide methods that take two "huge integers" (represented as Strings)
    • Can determine their sum, their difference, which is larger, which is smaller or whether the two numbers are equal


Create a Web Service - Locally

  • We first need to to do some configuration in NetBeans:
    • Go to /home/hduser/netbeans-8.2/etc/netbeans.conf:
      • Find the line: netbeans_default_options
      • If -J-Djavax.xml.accessExternalSchema=all is not between the quotes then paste it in.


  • If you are deploying to the GlassFish Server you need to modify the configuration file of the GlassFish Server (domain.xml):
    • /home/hduser/glassfish-4.1.1/glassfish/domains/domain1/config/domain.xml
      • Find : <java-config
      • Check the jvm-options for the following configuration
      • <jvm-options>-Djavax.xml.accessExternalSchema=all</jvm-options>
      • It should be there by default, if not paste it in, save file and exit
      • You can now start Netbeans IDE


  • Create a Web Service in NetBeans:
    • Choose File > New Project:
    • Select Web Application from the Java Web category
    • Change Project Name: to CalculatorWSApplication
    • Set the server to GlassFish 4.1.1
    • Set Java EE Version: Java EE 7 Web
    • Set Context path: /CalculatorWSApplication
    • After that you should now have a project created in the Projects view on the left hand side.


  • Creating a WS from a Java Class:
  • Right-click the CalculatorWSApplication node and choose New > Web Service.
  • If the option is not there choose Other > Web Services > Web Service
  • Click Next
  • Name the web service CalculatorWS and type com.hduser.calculator in Package. Leave Create Web Service from Scratch selected.
  • Select Implement Web Service as a Stateless Session Bean.
  • Click Finish. The Projects window displays the structure of the new web service and the source code is shown in the editor area.


  • Adding an Operation to the WS:
  • Change to the Design view in the editor.
  • Click the Add operation button.
  • In the upper part of the Add Operation dialog box, type add in Name and type int in the Return Type drop-down list.
  • In the lower part of the Add Operation dialog box, click Add and create a parameter of type int named num_1.
  • Click Add again and create a parameter of type int called num_2.
  • Click OK at the bottom of the panel to add the operation.
  • Remove the default hello operation.
  • Right click on hello operation and choose: Remove Operation
  • Click on the source view to go back to view the code in the editor.
  • You will see the default hello code is gone and the new add method is now there instead.
  • Alter the code to now look like this.
  • Well done, you have just created your first Web Service.
  • To test the Web service drop down the Web Services directory and right click on CalculatorWSApplication.
  • Choose Test Web service.
  • Netbeans throws an error: It is letting us know that we have not deployed our Web Service.
  • Right click on the main Project node and select deploy


  • Testing the WS:
  • Deploying the Web Service will automatically start the GlassFish server. Allow the server to start, this will take a little while. You can check the progress by clicking on the GlassFish tab at the bottom of the IDE.
  • Wait until you see: «CalculatorWSApplication was successfully deployed in 9,912 milliseconds»
  • Now you can right click on the Web Service as before and choose Test Web Service.
  • The browser will open and you can now test the Web service and view the WSDL file.
Type 5 and 5 into the input fields and check that you get the response.


Consuming a Web Service in Java using NetBeans IDE

Netbeans 6.5 - 9 and Java EE enable programmers to "publish (deploy)" and/or "consume (client request)" web services

This document provides step-by-step instructions to consume a web service in Java using NetBeans IDE.

In the project, we will invoke a sorting web service through its WSDL link: http://vhost3.cs.rit.edu/SortServ/Service.svc?singleWsdl


  • Step 1 - Createa JavaProject:
    • We are going to name it: SortClient


  • Step 2 - Generate a Web Service Client:


  • Step 3 - Invoke the Service:
    • Expand the Web Service References until you see the operation lists. Drag the operation you want to invoke to the source code window, such as "GetKey". A piece of code is automatically generated to invoke that operation.
    • Drag MergeSort to the source code window and the corresponding code is automatically generated,too.
    • In the main function, add the code to call the two functions: getKey() and mergeSort();As it is a call to a remote service, RemoteException needs to be listed in the throws cause