0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Mastering MongoDB 3.x

You're reading from Mastering MongoDB 3.x An expert's guide to building fault-tolerant MongoDB applications

Product type Paperback

Published in Nov 2017

Publisher Packt

ISBN-13 9781783982608

Length 342 pages

Edition 1st Edition

Languages

Java

Tools

Hadoop

Concepts

Databases

Author (1):

Alex Giamas

View More author details

Table of Contents (13) Chapters

Preface

1. MongoDB – A Database for the Modern Web FREE CHAPTER

2. Schema Design and Data Modeling

3. MongoDB CRUD Operations

4. Advanced Querying

5. Aggregation

6. Indexing

7. Monitoring, Backup, and Security

8. Storage Engines

9. Harnessing Big Data with MongoDB

10. Replication

11. Sharding

12. Fault Tolerance and High Availability

Aggregation

In Chapter 4, Advanced Querying, we went through querying using a variety of drivers and frameworks for Ruby, Python, and PHP. In this chapter, we will dive deeper into aggregation framework, where it can be useful, and the operators supported by MongoDB.

For this purpose, we will go through a complete example of aggregations to process transaction data from the Ethereum blockchain. The complete source code is available at:

https://github.com/agiamas/mastering-mongodb.

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at €18.99/month. Cancel anytime

Authors (1)

Alex Giamas

Alex Giamas

Alex Giamas is a freelance consultant and a hands-on Lead Technical and Data Architect. Over the past 15 years, he has expertise in designing and developing systems for the UK Government (HMRC, Cabinet Office, DIT) and private sector (Amazon ProServe, PwC, Fintech Fortune 500, Yahoo!, Verizon) clients. Alex is an alumnus of the MassChallenge London cohort as the co-founder and CTO of a digital health startup. Alex has authored Mastering MongoDB 3.x and 4.x, both by Packt Publishing. Alex has developed large-scale robust, distributed software systems in Python, JavaScript, Ruby, and Java. He is a MongoDB Certified Developer, a Cloudera Hadoop Certified Developer with Data Science Essentials, and a Carnegie Mellon and Stanford graduate.

See other products by Alex Giamas

Other recommended products

Related to this chapter

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

MongoDB Administrator's Guide

MongoDB Administrator's Guide

MongoDB is a high-performance and feature-rich NoSQL database that forms the backbone of the systems that power many different organizations. Packed with many features that have become essential for many different types of software professional and incredibly easy to use, this cookbook contains more than 100 recipes to address the everyday challenges of working with MongoDB, as well as guidance on effective techniques for efficient querying and administration in MongoDB. This book will help you will understand the indexing aspects of MongoDB. It also includes practical recipes on how you can optimize your database query performance, perform diagnostics, and query debugging. By the end of this book, you will have all the information you need to implement a high-performance MongoDB solution.

Oct 2017 7h 32m

MongoDB 4 Quick Start Guide

MongoDB 4 Quick Start Guide

MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version 4 of MongoDB, this book is the easiest way to get started with MongoDB.

Sep 2018 6h 24m

Learn MongoDB 4.x

Learn MongoDB 4.x

This book covers the latest release of MongoDB. You'll learn how to master various tasks related to the development and administration of a MongoDB database, along with best practices to optimize the workflow. The book also covers multiple financial and practical use cases that will enable you to use MongoDB for commercial data storage.

Sep 2020 20h 20m

MongoDB Fundamentals

MongoDB Fundamentals

MongoDB Fundamentals will get you started using MongoDB for data processing in a cloud computing environment. Starting with the fundamentals of NoSQL, you'll build up to learning advanced data manipulation techniques and application development with the help of hands-on case-studies.

Dec 2020 24h 56m

MongoDB Fundamentals

MongoDB Fundamentals

MongoDB Fundamentals will get you started using MongoDB for data processing in a cloud computing environment. Starting with the fundamentals of NoSQL, you'll build up to learning advanced data manipulation techniques and application development with the help of hands-on case-studies.

Dec 2020 24h 56m

Personalised recommendations for you

Based on your interests and search pattern

Modern Computer Vision with PyTorch

Modern Computer Vision with PyTorch

This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.

Jun 2024 24h 52m

Modern Computer Vision with PyTorch

Modern Computer Vision with PyTorch

This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.

Jun 2024 24h 52m

Data Governance Handbook

Data Governance Handbook

This book provides a highly focused view of real business outcomes powered by data governance, that resonate with non-data executives such as CFOs and CEOs. You'll also find useful insights into how to implement data governance initiatives.

May 2024 13h 8m

Data Engineering with Databricks Cookbook

Data Engineering with Databricks Cookbook

This book shows you how to use Apache Spark, Delta Lake, and Databricks to build data pipelines, manage and transform data, optimize performance, and more. Additionally, you'll implement DataOps and DevOps practices, and orchestrate data workflows.

May 2024 14h 36m

Azure Data Engineer Associate Certification Guide

Azure Data Engineer Associate Certification Guide

Unlock the power of Azure data engineering with this certification guide, elevating your skills in data processing, storage, and security with the help of practical insights, hands-on exercises, and the latest advancements.

May 2024 18h 16m

Microsoft Power BI Cookbook

Microsoft Power BI Cookbook

Microsoft Power BI is the most sought-after platform for BI professionals' visualization needs. Explore the latest Power BI features, future AI enhancements, and integration with other Power Platform tools via new recipes in this updated edition.

Jul 2024 19h 56m

Python Data Cleaning Cookbook

Python Data Cleaning Cookbook

The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.

May 2024 16h 12m

Microsoft Azure AI Fundamentals AI-900 Exam Guide

Microsoft Azure AI Fundamentals AI-900 Exam Guide

This AI-900 study guide will help you prepare and practice for the certification exam. You'll delve into AI workloads, ML principles, computer vision, NLP, knowledge mining, and generative AI using Azure cloud services.

May 2024 9h 36m

Using Stable Diffusion with Python

Using Stable Diffusion with Python

This book shows you how to use Python to control Stable Diffusion and generate high-quality images. In addition to covering the basic usage of the diffusers package, the book provides solutions for extending the package for more advanced purposes.

Jun 2024 11h 44m

Getting Started with DuckDB

Getting Started with DuckDB

This hands-on book teaches you to analyze large datasets with blazing speed and ease. You will learn how to use DuckDB to quickly load, query, transform, analyze, and visualize data effectively through a series of practical examples.

Jun 2024 12h 44m

Databricks Certified Associate Developer for Apache Spark Using Python

Databricks Certified Associate Developer for Apache Spark Using Python

This guide gets you ready for certification with expert-backed content, key exam concepts, and topic reviews. Additionally, you'll be able to make the most of Apache Spark 3.0 to modernize workloads and more using specific tools and techniques.