Overview of the open source MongoDB activity feed repo: https://github.com/GetStream/mongodb-activity-feed Created for this blogpost https://getstream.io/activity-feeds/mongodb/

1. MongoDB Activity Feeds
Activity Feeds

2. Feeds:
Follow anything (users, sites,
stocks, bands, companies,
shops, etc.,)
What is a feed?

3. MongoDB Activity Feed
Activity Feeds
Created this while working on a blogpost
https://github.com/GetStream/mongodb-activity-feed

4. The API
Activity Feeds
Initializing the feed manager

5. The API - Timeline Feed
Activity Feeds

6. The API - Notification Feed
Activity Feeds

7. The API - Ranking Methods
Activity Feeds

8. Architecture
Activity Feeds
• Unordered Bulk Writes
• Conflict-free replicated Data
Types
• Bull + Redis for Queuing

9. CRDTs
Activity Feeds
You might be wondering why we’re using an operation log instead of just storing the
activities. If you simply add and remove activities you run into problems with locking. IE.
a user likes something, unlikes it and likes it again. If you’re just adding and removing
activities you end up with either:
• Incorrect state (Something shows as liked when you unliked it)
• Locks (i.e. which reduce the write capacity of your system)
The best way to solve this is using CRDTs. Instead of adding or removing the activity you
store that the activity should be added/removed together with the time of the operation.
This approach prevents race conditions and doesn't require locking.

10. Schema
Activity Feeds
• Activity: The actual data of the activity
• Activity Feed: An operation log. This stores that
an activity should be added to a certain feed.
• Feed Group: A group of feeds, for example: user,
notification, timeline etc.
• Feed: A specific feed, ie user:scott,
notification:josh, timeline:tom, etc.
• Follow: A follow relationships between 2 feeds.

11. MongoDB Activity Feed
Activity Feeds
Repo:
https://github.com/GetStream/mongodb-activity-feed
Comparison of MongoDB Activity Feed performance vs Stream:
TL/DR the repo is functional and tested. Stream, Redis or Cassandra are
better options for building an activity feed.