How should I implement this schema in MongoDB?

OK, I think you need to break this out into the basic “varieties”. You have two “entity”-style objects: User Campaign You have one “mapping”-style object: UserCampaign You have one “transactional”-style object: Click Step 1: entity Let’s start with the easy ones: User & Campaign. These are truly two separate objects, neither one really depends on … Read more

Cast plain object to mongoose document

Posting my own answer so this doesn’t stay open: Version 4 models (stable released on 2015-03-25) now exposes a hydrate() method. None of the fields will be marked as dirty initially, meaning a call to save() will do nothing until a field is mutated. https://github.com/LearnBoost/mongoose/blob/41ea6010c4a84716aec7a5798c7c35ef21aa294f/lib/model.js#L1639-1657 It is very important to note that this is intended … Read more

How to do reporting with MongoDB?

While Pentaho and Jaspersoft and other legacy reporting solutions have ways to pump data out of MongoDB, there are two newer solutions designed explicitly for analytics and reporting on MongoDB data: JSON Studio. This is a commercial solution that lets you visually build aggregation pipelines and connect them to charts. SlamData. This is an open … Read more

MongoDB limit storage size?

The “production deployments” page on MongoDB’s site may be of interest to you. Lots of presentations listed with infrastructure information. For example: http://blog.wordnik.com/12-months-with-mongodb says they’re storing 3 TB per node.

Mongoose sort the aggregated result

The results returned from the aggregation pipeline are just plain objects. So you do the sorting as a pipeline stage, not as a separate operation: Recommend.aggregate( [ // Grouping pipeline { “$group”: { “_id”: ‘$roomId’, “recommendCount”: { “$sum”: 1 } }}, // Sorting pipeline { “$sort”: { “recommendCount”: -1 } }, // Optionally limit results … Read more

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