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

Choosing the partner

In order to choose a partner to work with, we simply create a form with a single field, which we can populate with values obtained from the database. In order to accomplish this, we need the following:

  • A Django form with a ChoiceField()
  • A domain service method that performs the lookup that populates the field

For this purpose, in the property app within our Django website, we define the following form:

class ChoosePartnerForm(forms.Form) :
partSvc = PartnerService(Config())
partKeys = partSvc.fetchPartnerKeys()
alnumPunc = RegexValidator(r'^[\w\.\-\,\"\' ]+$',
'Only letters, numbers, spaces and punctuation are allowed.')
prop_partnerKey = forms.ChoiceField(label='Partner',choices=partKeys)

We also need a method in the partner domain service to retrieve partner names and keys for display, which we call fetchPartnerKeys(). We use the projection argument to the pymongo.collection.find() method to limit...