I am a Sr. Software Developer at Oracle Cloud. The opinions expressed here are my own and not necessarily those of my employer.
One of the great things about MongoDB is the flexible schema. In the past whenever we had to store custom data attributes in relational DBs we had to create separate lookup tables. There would be a preset number of these custom fields with specific data types and separately we stored what their labels should be. Or we would create tables for key/value pairs and do complex lookups. It was a pain. That’s where flexible schema is great.
Let’s say you are building an online shopping mall where different Stores have multiple Orders. With flexible schema your document just shrinks and expands as needed storing different fields for different Order documents (depending on which Store they belong to). We are using Mongoid ODM so our models look like this
But how do you read/write these dynamic attributes from your code? To do that we created a new model which describes these dynamic attributes:
In our UI we use this to generate custom HTML for each order form so users can enter the information:
And we used order.write_attribute(:field_name_here) and order.read_attribute(:field_name_here) in models/controllers to access the data. This way Order model can have certain common fields and then each store can be configured with dynamic fields. The example above is not what we actually implemented at work but I wanted to simplify things.