Book Image

Learn MongoDB 4.x

By : Doug Bierer
Book Image

Learn MongoDB 4.x

By: Doug Bierer

Overview of this book

When it comes to managing a high volume of unstructured and non-relational datasets, MongoDB is the defacto database management system (DBMS) for DBAs and data architects. This updated book includes the latest release and covers every feature in MongoDB 4.x, while helping you get hands-on with building a MongoDB database app. You’ll get to grips with MongoDB 4.x concepts such as indexes, database design, data modeling, authentication, and aggregation. As you progress, you’ll cover tasks such as performing routine operations when developing a dynamic database-driven website. Using examples, you’ll learn how to work with queries and regular database operations. The book will not only guide you through design and implementation, but also help you monitor operations to achieve optimal performance and secure your MongoDB database systems. You’ll also be introduced to advanced techniques such as aggregation, map-reduce, complex queries, and generating ad hoc financial reports on the fly. Later, the book shows you how to work with multiple collections as well as embedded arrays and documents, before finally exploring key topics such as replication, sharding, and security using practical examples. By the end of this book, you’ll be well-versed with MongoDB 4.x and be able to perform development and administrative tasks associated with this NoSQL database.
Table of Contents (22 chapters)
1
Section 1: Essentials
5
Section 2: Building a Database-Driven Web Application
9
Section 3: Digging Deeper
13
Section 4: Replication, Sharding, and Security in a Financial Environment
14
Working with Complex Documents Across Collections

The building block approach

In this approach, the developer defines a set of small classes (that is, building blocks) that represent objects needed in your application that must ultimately be stored. You then define a collection of document structures as a super-set of these small classes. We have already seen an example of this approach in the design for Book Someplace. For example, we designed an object location, which includes fields such as streetAddress, city, postalCode, and more. This class was then used as part of the document structure for both the customers and the properties collections.

The advantage of this approach is that the size of each document is smaller and more manageable. The disadvantage is that you might need to perform a secondary lookup if additional information from the other collection is needed.

As an example, recalling the Book Someplace scenario, when we create an entry in the bookings collection, we include the following small objects containing...