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

Summary

In this chapter, you learned how to create a set of database classes that can then be used throughout your application. The Connection class provides access to a pymongo.mongo_client.MongoClient instance, from which you can access a database and collection. You then learned how to define domain service classes, each of which provides methods that are pertinent to a MongoDB collection. In many cases, these classes provide wrappers for various pymongo.collection.Collection.* methods, including find(), find_one(), update_one(), update_many(), insert_one(), insert_many(), delete_one(), and delete_many().

You were then shown how to model a query first in the mongo shell using JavaScript and then how to adapt it to Python using the domain services classes. First, you learned how to generate a product sales report. Then, you were shown how to use the domain service classes to update a product.

Finally, the last two sections introduced a set of classes that provide support for a...