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

Connecting to a sharded cluster

There are three important differences for an application accessing data on a sharded cluster, listed as follows:

  • The port is most likely not going to be the default of 27017.
  • Connecting directly to one of the shard members does not return a full dataset.
  • To get the best results, connect to a mongos instance configured for the sharded cluster.

To modify the port number, all you need to do is to modify the connection string argument supplied to the pymongo.mongo_client.MongoClient instance, as shown here, in a /path/to/repo/chapters/16/test_shard_one_server.py file:

hostName = 'server1.biglittle.local:27018';
client = MongoClient(hostName);

Another consideration, however, is that shards are most likely going to be configured as replica sets, requiring a further alteration of the connection string, as illustrated in the following code snippet:

hostName = 'repl_shard_1/server1.biglittle.local:27018, \
...