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Hadoop Programming on the Cloudera Platform Virtual Classroom Live November 27, 2017

Price: $2,995

This course runs for a duration of 5 Days.

The class will run daily from 9:00amEST to 5:00pmEST.

Class Location: Virtual LIVE Instructor Led - Virtual Live Classroom.

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Description

This training course introduces the students to Apache Hadoop and key Hadoop ecosystem projects: Pig, Hive, Sqoop, Impala, Oozie, HBase, and Spark.

This intensive training course uses lectures and hands-on labs that help students learn theoretical knowledge and gain practical experience of Apache Hadoop and related Apache projects.

Topics

  • Hadoop Ecosystem Overview
  • MapReduce
  • Pig Scripting Platform
  • Apache Hive
  • Apache Sqoop
  • Cloudera Impala
  • Apache HBase
  • Spark
  • Spark SQL

Audience

Business Analysts, IT Architects, Technical Managers and Developers

Course Overview

Chapter 1. Introduction to Node.js

  • What Is Node.js?
  • Applications of Node.js
  • Installing Node.js and NPM
  • "Hello, Node World!"
  • How It Works
  • Node.js is built on JavaScript: Benefits
  • Traditional Server-Side I/O Model
  • Disadvantages of the Traditional Approach
  • Event-Driven, Non-Blocking I/O
  • Concurrency
  • Using Node Package Manager (NPM)
  • The Express Server Framework
  • Summary

Chapter 2. Module and Dependency Management

  • Nature of a Node.js Project
  • Introduction to Modules
  • A Simple Module
  • Using the Module
  • Directory Based Modules
  • Example Directory Based Module
  • Using the Module
  • Making a Module Executable
  • Core Modules
  • Loading Module from node_modules Folders
  • Dependency Management Using NPM
  • Installing a Package
  • About Global Installation
  • Setting Up Dependency
  • Package Version Numbering Syntax
  • Updating Packages
  • Uninstalling Packages
  • Alternate Dependency Management
  • Summary

Chapter 3. The File System Module

  • Introduction
  • Basic File Manipulation
  • Getting File/Directory Meta Data
  • Read an Entire File
  • The Buffer Class
  • Writing to a File
  • Reading in Chunks
  • Writing in Chunks
  • The open() Method
  • Stream API
  • The Readable Interface
  • Example Reading Data in Chunks
  • The Writable Interface
  • Summary

Chapter 4. Events in Node JS

  • Event Driven Programming
  • Event Emitter
  • EventEmitter Class
  • EventEmitter Class – Inheritance
  • The Event Loop and Event Handler
  • Phases Overview
  • Event Handlers
  • Example (Using EventEmitter as an Object)
  • Example (Inheriting from EventEmitter)
  • EventEmitter Functions
  • Issue with 'this' Keyword in Callback Functions
  • Issue with 'this' Keyword in Callback Functions (cont.)
  • Handling this Problem
  • Controlling Event Callbacks in the Event Loop
  • Summary

Chapter 5. Asynchronous Programming with Callbacks

  • Synchronous and Asynchronous
  • Callbacks
  • Creating a Callback Function
  • Calling The Callback Function
  • Callback - Another Example
  • Issue with 'this' Keyword in Callback Functions
  • Handling this Problem
  • Handling this Problem – Method 1 (Storing in Another Variable)
  • Handling this Problem – Method 2 (Using Bind Function)
  • Handling this Problem – Method 3 (Using ES6 Arrow Functions)
  • Error Handling without Callback
  • Error Handling with Callback
  • Asynchronous Callback
  • setImmediate() and nextTick()
  • API Example
  • Summary

Chapter 6. Asynchronous Programming with Promises

  • The Problems with Callbacks
  • Introduction to Promises
  • Requirements for Using Promises
  • Creating Promises Manually
  • Calling the Promise-based Function
  • Making APIs that support both callbacks and promises
  • Using APIs that support both callbacks and promises
  • Chaining then Method / Returning a Value or a Promise from then Method
  • Promisifying Callbacks with Bluebird
  • Using Bluebird
  • Bluebird – List of Useful Functions
  • Benefit of using Bluebird over ES6 for Promisification
  • Error Handling in Promise-based asynchronous functions
  • Summary

Chapter 7. Build and Dependency Management

  • Introduction
  • Bower Package Manager
  • Managing Packages Using Bower
  • Using Bower Packages
  • Describing Dependency
  • Grunt Build Manager
  • Installing Grunt Components
  • Writing a Grunt Build Script
  • Running Grunt
  • Running the JSHint Task
  • Compiling 'Less' Files
  • Compressing CSS Files
  • Gulp Build Manager
  • Gulp vs. Grunt
  • Installing Gulp Components
  • Writing a Build Script
  • Running Gulp
  • Compiling Less Files
  • Summary

Chapter 8. Basic Web Application Development

  • Introduction to the HTTP Module
  • The Request Handler Callback Function
  • The Server Object
  • Example Use of Server Object
  • The Request Object
  • The Response Object
  • Parsing Request Body
  • Serving Static Files
  • The HTTP Client API
  • Making POST/PUT/etc. Requests
  • Where To go from Here?
  • Summary

Chapter 9. Debugging and Unit Testing

  • Problem Determination Options
  • Using console.log
  • Using the 'debug' Logging Package
  • Configure Logging
  • The 'Node Inspector' Debugger
  • Basic Usage of the Debugger
  • Unit Testing Node.js Applications
  • Getting Setup
  • Writing a Test Script
  • Running Unit Test
  • Testing Asynchronous Code
  • Using the Chai Assert API
  • The Chai Expect API
  • Summary

Chapter 10. Introduction to Express

  • Introduction to Express
  • Basic Routing Example
  • Defining Routing Rules
  • Route Path
  • The Response Object
  • Supplying URL Parameters
  • Ordering of Routes
  • Defining Catch-All Route
  • Full Example Web Service
  • Summary

Chapter 11. Express Middleware

  • Introduction to Express Middleware
  • Writing a Middleware Function
  • Binding to a Path
  • Order of Execution
  • Raising Error
  • Handling Error
  • Serving Static Files
  • Handling POST Request Body
  • Enable Response Compression
  • Summary

Chapter 12. Accessing MongoDB from Node.js

  • Getting Started
  • The Connection URL
  • Obtaining a Collection
  • Inserting Documents
  • Updating a Document
  • Querying for Documents
  • Deleting a Document
  • Connection Pooling
  • Summary

Chapter 13. Pug Template Engine

  • Introduction to Pug
  • Using Pug
  • A Simple Template
  • Passing Data to a Template
  • Basic HTML Tag Rendering
  • Rendering Values
  • Conditional Rendering
  • Rendering a List
  • Layout Template
  • Creating a Layout Template
  • Creating a Content Template
  • Summary

Chapter 14. Clustering and Failover

  • Process Management
  • Managing the Process Using OS Tools
  • Installing a Service in Windows
  • Create an Upstart Script in Ubuntu
  • Process Management Using forever
  • Clustering Basics
  • Example Clustered Application
  • More About Clustering
  • Child Process Failover
  • Summary

Chapter 15. Microservices with Node.js

  • Microservices
  • Microservices with Node.js
  • The Express Package
  • Installing and Using Express
  • Defining Routing Rules in Express
  • Route Path
  • The Response Object
  • A Simple Web Service with Express Example
  • Composite Services
  • Example - Call an API Using a Promise
  • Using the callApi() Function
  • Summary

Chapter 16. Supertest and Nock

  • SuperTest
  • Sample Service
  • Test without a Testing Framework
  • Test with a Testing Framework
  • Using Promises with SuperTest
  • Nock
  • Example
  • Example – Request Body
  • Using Query String
  • Specifying Replies
  • Summary

Chapter 17. Important Node features introduced over the years

  • Node History
  • Node Version Policy
  • LTS Release Schedule
  • Changes in Node.js
  • 'npm' Modules and Native Code
  • Node 4.x
  • Arrow Functions
  • Arrow Functions As Parameters
  • Using 'this' Within Arrow Functions
  • ES2015 Classes
  • Declaring Classes
  • Declaring Instance Methods
  • Accessor Methods
  • Static Methods
  • Inheritance With Classes
  • Generator Functions
  • Generator Example
  • Controlling Generator Execution - next(value)
  • Controlling Generator Execution - return(value)
  • Controlling Generator Execution - throw(exception)
  • Generator Recursion With 'yield*'
  • Tail Call Optimization
  • 'const' and 'let'
  • Variable Scope
  • Shadowing Variables
  • Node 5.x
  • Spread Operator
  • Node 6.x
  • Rest Parameter
  • Node 7.x
  • Node 8.x
  • Node 12.x
  • ES6 Module Support
  • Private Class Fields
  • Node 14.x
  • Diagnostic Reporting
  • Diagnostic Reporting Command Arguments
  • V8 Upgraded to V8.1
  • Nullish Coalescing Operator
  • Optional Chaining
  • Intl.DisplayName
  • Intl.DisplayName (contd.)
  • Summary

Chapter 18. Build and dependency management with npm

  • JS
  • Problems and solutions
  • Package managers
  • npm
  • npm does several things
  • Holds project metadata
  • npm as a package manager
  • npm enables us to install JS packages locally or globally
  • npm manages libraries
  • Note the use of semver here
  • The dependency can be...
  • npm installs libraries in a controlled way
  • npm installs from the Internet
  • Weight
  • npm config files
  • Secure sites that can't use the public npm
  • npm automates running
  • tl;dr

Chapter 19. How to test JavaScript

  • Introduction
  • tl;dr
  • How might you test if new passwords don't match, an error message shows?
  • Thus, many tools have been developed
  • These all use assertions
  • Why would I want a different assertion library?
  • What is unit testing? A unit test tests one unit of work
  • What is NOT unit testing? ... Anything else!
  • Benefits of unit testing
  • Next, what is TDD?
  • Benefits of TDD
  • The Red Phase
  • You want to write positive tests and negative tests
  • The Green Phase
  • Let's see how to do this with Jest
  • Jest is a test runner that's evolved over many years
  • To get Jest, install it with npm
  • We can organize our tests in modules or suites
  • describe()
  • test()
  • Jest's built-in assertions have expectations and matchers
  • The matchers are pretty simple
  • The most basic check is toBeTruthy()
  • How to test for equality
  • toThrow()
  • Setups and teardowns
  • Sharing variables between tests is easy
  • How to test browser things
  • Karma
  • Karma is a browser test runner
  • To run tests, you will tell Karma ...
  • Mocha
  • tl;dr
  • Further study

Lab Exercises

  • Lab 1. Getting Started With Node.js

  • Lab 2. Basics of a Node.js Module using ES5 Functions

  • Lab 3. Basics of a Node.js Module using ES6 Classes

  • Lab 4. Using Node Package Manager (npm)

  • Lab 5. Building Module Dependency

  • Lab 6. Using the Stream API

  • Lab 7. Events in Node.js

  • Lab 8. Asynchronous Programming with Callbacks

  • Lab 9. Asynchronous Programming with Promises

  • Lab 10. Basic Web Application Development

  • Lab 11. Debugging a Node.js Application

  • Lab 12. Introduction to Unit Testing

  • Lab 13. Logging with Morgan

  • Lab 14. Web Service Using Express

  • Lab 15. Using MongoDB

  • Lab 16. Using the Pug Template Engine

  • Lab 17. Clustering a Node.js Application

  • Lab 18. MicroServices with Node

  • Lab 19. Test RESTful API with Supertest

  • Lab 20. Mock RESTful API with Nock

Prerequisites

Participants should have the general knowledge of programming in Java and SQL as well as experience working in Unix environments (e.g. running shell commands, etc.)