Build Indexes for Arrays

The Sparse Index

The TTL Index

Introduction to the Text Index

The Text Index

Field Weight

Setting the Field Weight

Introduction to Index

Demonstration of Creating and Using Indexes

Index-related Methods

Introduction to Capped Collections

Working with a Capped Collection

Tailable Cursor

MongoDB Installation Demonstration

Installation Challenge Making Sure You Have Fully Understood Everything

Install MongoDB Introduction

MongoDB Atlas

Daemon, Process and Shell

MongoDB Config File

MongoDB Schema

MongoDB Shell Introduction Part 1

MongoDB Shell Introduction Part 2

The DB object and the Connection Object

Try the DB and Connection Object on Mongo Shell

Starting a Mongo Shell without Selecting a Database the --nodb flag

The .mongorc.js file

A Brief Review of How Prototype Chain Works in JavaScript

Application of the .mongorc.js File

Shell Scripts and the Interactive Mode

What We Are About to Learn Next

Rules You Must Follow When Naming Databases, Collections and Fields

BSON Data Type

BSON Introduction

CRUD Study Preparation

Create

Try the insertMany Method

Insert Multiple Documents Together

Insert One Document at a Time

The Cursor Object

The Insert Command

Query Operators

Application of Collation in Making Queries

Try Query Operators

Collation Introduction

How to Work with Nested Array

How to Work with Nested Documents Part 1

The Cursor Object and Its Methods

How to Copy a Collection

How to Work with Nested Documents Part 2

Introduction to Update

Upsert the Combination of Insert and Update

How to Update Date-type Values

Demonstration of Updating Documents

Array-related Updates Part 1

The addToSet Operator No Duplicated Elements

Array-related Updates part 2

The Three Element Updaters $, $[], and $[identifier]

The Delete Operation

Introduction to Validator

Try the Validator

Manually Release Storage Space Back to OS

Journaling

Database and Collection Stats

Storage Engine and Checkpoint

Aggregation Introduction

Pipeline Stage and Operators

Try the Aggregation Pipeline

Design the Aggregation Pipeline

The $avg and $sum Operator

Try the $avg and $sum Operator

Rounding Average User Ratings

Challenge Calculating the Final Price Price, VAT, Discount and Shipping Fee

The $expr Operator Finding Profitable Products

The $round and $trunc Operator

The $group Stage

Other Commonly Used Aggregation Operators

Sort Documents Based on the TextScore During a Text Keyword Search

$unwind

$sort, $skip, $limit and $count

$sortByCount a Combination of $group, $sum and $$sort

Introduction to $bucket and $bucketAuto

Application of the $bucketAuto Stage

$facet Reuse Results of the Previous Stage

Application of the $bucket Stage

$arrayElemAt Retrieving Elements Based on Index

Challenge Find the Car with the Highest Mileage

The Left Join $lookUp

Application of the $lookUp stage Retrieving Products and Ratings Together

Using $lookUp the Other Way

Introduction to the Slightly Complicated $merge Stage

$out Keep Aggregation Results for Future Use

Try the $merge Stage

Introduction to MapReduce

View a Read-Only Copy of a Collection

Try the mapReduce Function

Introduction to a Replica Set

How to Set Up a Replica Set

Understanding How a Replica Set Works

Set Up Our First Replica Set

Oplog

The Replication Lag

Problems Caused by the Replication Lag

Initial Sync

Election and Catch-up

Retryable Writes

Rollback

Custom Write Concern Tags

Introduction to Commonly Used Replica Methods

Write Concern W, J, and wTimeout

Add and Remove a Delayed Set Member

Read Preference

Monotonic Read and Write

Try the Majority and Linearizable Read Concern

Read Concern

Causal Consistency

Introduction to Sharding

Chunks

Sharding Strategy

Shard Key

Components of a Sharded Cluster

Introduction of How to Set Up a New Sharded Cluster

Operating a Sharded Cluster Part One

Setting Up a New Sharded Cluster

Manually Move a Chunk to a Designated Shard

Operating a Sharded Cluster Part Two

Manually Merge Two Chunks into One

Manually Split a Chunk

How to Delete Documents from a Sharded Cluster

Updating Shard Key Field Values

What Happens If We Lost All Config Servers

Introduction to Shard Zones

Create and Delete a Zone for Shards

Limiting Chunk Migrations Using Zones

New Feature Brought by v4.4 Adding New Fields to the Shard Key Index

Flush the Routing Table

How the Balancer Migrates Chunks and How to Deal With Orphaned Documents

The ACID Properties

How to Use Transaction on Mongo Shell

Multi-document Transaction

Running a Transaction Operation on a Replica Set

Application Updating Shard Key Field Values

Role-based Access Control Demonstration

Introduction to User Access Control

Other Built-in Roles

Trying Other Built-in Roles

Custom Roles

Create a User Account with User-defined Roles

Create a Custom Role and User Account to Manage Passwords

Introduction to KeyFile

Enabling Internal Authentication on a Replica Set

Experimenting Role-based Access Control on a Replica Set

Authentication Mechanism

Enabling Internal Authentication in a Replica Set Without Down Time

Enabling Authentication for a Sharded Cluster

Rotating Keys

Change Stream Introduction

Filter Change Events

GridFS Introduction

Upload, List, Search and Download Files Using GridFS

Backup and Restore a Standalone Mongod Process

Backup and Restore a Replica Set

Reading Documents Using a NodeJS Driver

Inserting New Documents and Creating a Capped Collection

Deleting and Updating Documents

Set Up a NodeJS MongoDB Driver and Connect to MongoDB

Preparation for Creating a Transaction Program Using NodeJS

session.withTransaction()

Transaction

Declaring a variable using VAR and LET

LET

Temporal Dead Zone

Destructure Assignment Part 1

Destructure Assignment Part 2

Async Await Part 1

Async Await Part 2

Introduction to Mongoose

Quick Start

How to Deal With User-access Control

Why An Incorrect Program CAN Work

Switching from One Database to Another

Create Multiple Connections with Different Databases

Understanding the Relationship Between Models and Connection Objects

Mongoose Schema Basics

Mongoose Schema Demo

SubDocument and Nested Path

How to Work with Mongoose Date

Mongoose Schema Options Index

Mongoose Array

Mongoose Schema Options ID

Mongoose Schema Options Custom Collection Name and Capped Collection

Virtual Properties and Property Aliases

Schema Instance and Static Methods

Mongoose Query Part 2

Mongoose Query Part 1

Mongoose Aggregation Introduction

Mongoose LookUp

Mongoose Populate

Keeping Virtual Properties During a Conversion

Mongoose CRUD Review

Trigger the Validator Without Saving a Document

Populating Virtual Properties

Mongoose Validator Introduction

Setting Custom Validation Error Messages

Update Validator

Async Validator Error Message

THIS in a Validator Function

Custom Validator

Mongoose Middleware Introduction

Document Middleware

Validator Application Unique User Account Name

Query Middleware

Aggregation Middleware

Collection Middleware

The Execution Order of Middleware

Validator Middleware

Middleware Errors

Middleware Naming Collisions Document VS. Query

Mongoose Discriminator