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Hands-On Big Data Modeling

You're reading from   Hands-On Big Data Modeling Effective database design techniques for data architects and business intelligence professionals

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Product type Paperback
Published in Nov 2018
Publisher Packt
ISBN-13 9781788620901
Length 306 pages
Edition 1st Edition
Languages
Tools
Concepts
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Authors (3):
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James Lee James Lee
Author Profile Icon James Lee
James Lee
Tao Wei Tao Wei
Author Profile Icon Tao Wei
Tao Wei
Suresh Kumar Mukhiya Suresh Kumar Mukhiya
Author Profile Icon Suresh Kumar Mukhiya
Suresh Kumar Mukhiya
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Toc

Table of Contents (17) Chapters Close

Preface 1. Introduction to Big Data and Data Management 2. Data Modeling and Management Platforms FREE CHAPTER 3. Defining Data Models 4. Categorizing Data Models 5. Structures of Data Models 6. Modeling Structured Data 7. Modeling with Unstructured Data 8. Modeling with Streaming Data 9. Streaming Sensor Data 10. Concept and Approaches of Big-Data Management 11. DBMS to BDMS 12. Modeling Bitcoin Data Points with Python 13. Modeling Twitter Feeds Using Python 14. Modeling Weather Data Points with Python 15. Modeling IMDb Data Points with Python 16. Other Books You May Enjoy

Setting up big data modeling platforms

In this section, we are going to set up Cloudera VM on both Windows and macOS. We are going to use this VM for most of the exercises in this book.

Getting started on Windows

We are going to install Cloudera virtual machine (VM) in our system to get started with big data modeling. Follow these instructions to download and install the Cloudera Quickstart VM with VirtualBox on Windows:

  1. Download the software from https://www.virtualbox.org/wiki/Downloads. Once the download is complete, install the downloaded VirtualBox software on your computer.
  2. Download the Cloudera VM from https://downloads.cloudera.com/demo_vm/virtualbox/cloudera-quickstart-vm-5.4.2-0-virtualbox.zip. The VM is over 4 GB. It will take some time to download the software.
  3. Right-click Cloudera-quickstart-vm-5.4.2-0-virtualbox.zip and choose Extract All….
  4. Start the VirtualBox.
  5. Import the VM by going to File | Import Appliance...:
  1. Click the folder icon, select cloudera-quickstart-vm-5.4.2-0-virtualbox.ovf from the folder where you unzipped the VirtualBox VM, and click Open. The following screenshot is provided for assistance:
  2. Click Next to proceed, and then click Import, as shown in the following screenshot:

  1. The VM image will be imported. As this is a big file, it can take some time:
  1. When the import is finished, launch the Cloudera VM. cloudera-quickstart-vm-5.4.2-0 VM will appear on the left in the VirtualBox window. Select the machine and click the Start button to initiate the VM:
  1. It takes several minutes for Cloudera VM booting to start up initially. It takes a long time, since many Hadoop tools are loaded and started at this booting process:

  1. Once the booting process is finished, you will see the Cloudera VM desktop on the screen:

Getting started on macOS

Setting up the Cloudera VM on a Mac is very similar to setting it up on Windows. If you have macOS, we can set up the Cloudera Quickstart VM with VirtualBox on macOS. Perform the following steps:

  1. Go to https://www.virtualbox.org/wiki/Downloads and download the virtual box. Once downloaded, install VirtualBox in macOS.
  2. Download the Cloudera VM from https://downloads.cloudera.com/demo_vm/virtualbox/cloudera-quickstart-vm-5.4.2-0-virtualbox.zip. The VM is over 4 GB, so it will take some time to download.
  1. Unzip the Cloudera VM. You can do this by double-clicking on the cloudera-quickstart-vm-5.4.2-0-virtualbox.zip folder.
  2. Start the VirtualBox and begin importing. We can import the VM by going to File | Import Appliance.
  3. Click the Folder icon, select cloudera-quickstart-vm-5.4.2-0-virtualbox.ovf from the folder where you unzipped the VirtualBox VM, and click Open:
  1. Click Continue to proceed:
  1. Click Import:

  1. The VM image will be imported. As this is a big file, it can take some time:

  1. When the import is finished, launch the Cloudera VM. cloudera-quickstart-vm-5.4.2-0 VM will appear on the left in the VirtualBox window. Select the machine and click the Start button to initiate the VM:

  1. It takes several minutes for Cloudera VM booting to start up initially. It takes a long time, since many Hadoop tools are loaded and started during this booting process:

  1. Once the booting process is finished, you will see the Cloudera VM desktop on the screen:
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