Friday, September 30, 2016

Using JOINs in MongoDB NoSQL Databases

Using $lookUp with NoSQL

Thanks to Julian Motz for kindly helping to peer review this article.


One of the biggest differences between SQL and NoSQL databases is JOIN. In relational databases, the SQL JOIN clause allows you to combine rows from two or more tables using a common field between them. For example, if you have tables of books and publishers, you can write SQL commands such as:

SELECT book.title, publisher.name
FROM book
LEFT JOIN book.publisher_id ON publisher.id;

In other words, the book table has a publisher_id field which references the id field in the publisher table.

This is practical, since a single publisher could offer thousands of books. If we ever need to update a publisher's details, we can change a single record. Data redundancy is minimized, since we don't need to repeat the publisher information for every book. The technique is known as normalization.

SQL databases offer a range of normalization and constraint features to ensure relationships are maintained.

NoSQL == No JOIN?

Not always …

Document-oriented databases such as MongoDB are designed to store denormalized data. Ideally, there should be no relationship between collections. If the same data is required in two or more documents, it must be repeated.

This can be frustrating, since there are few situations where you never need relational data. Fortunately, MongoDB 3.2 introduces a new $lookup operator which can perform a LEFT-OUTER-JOIN-like operation on two or more collections. But there's a catch …

Continue reading %Using JOINs in MongoDB NoSQL Databases%


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Sourcehunt September – Hacktoberfest Edition

It's that time of year again - DigitalOcean's Hacktoberfest is starting!

It's a month-long open source effort when people are encouraged to contribute to various open source projects (not their own!). Anyone who opens 4 pull requests (even documentation fixes count!) gets a T-shirt at the end of the month, symbolizing their engagement in the open source community.

Of course, open source is much more than just a single month, but for people who don't generally take the time to contribute to other developers' projects, it's more than a good start.

If you'd like to participate, why not pick some of the projects from the list we've compiled this month? And if these don't tickle your fancy, why not visit the sourcehunt PHP tag and see if you can find something more interesting?

Let's dive in!

Sourcehunt logo


kodus/mail [3 ★]

Just as we published our Fighting Recruiter Spam with PHP post, using Swiftmailer to send replies, Kodus got submitted to Sourcehunt.

Kodus is a brand new alpha-level package designed to make sending UTF-8 email even simpler, while at the same time skipping all the legacy baggage Swiftmailer drags along with it (old school autoloading, naming conventions, etc.). As the author says, the aim is to "start over with modern PHP and a limited scope in terms of features, for the sake of simplicity."

Here's your chance to get in on the ground floor of a very promising project!


Continue reading %Sourcehunt September – Hacktoberfest Edition%


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