cursor.map().toArray() vs. cursor.toArray().then(array => array.map())

Question

Is there a difference between these queries? I'm curious to know how mongo interprets javascript code passed to the map method vs. mapping once the query resolves.

db.collection('myCollection').find()
.map(document => document.value + 3)
.toArray();

vs.

db.collection('myCollection').find()
.toArray()
.then(array => array.map(document => document.value + 3));

robertklep · Accepted Answer · 2016-05-04 10:54:56Z

10

The first example will perform the mapping within the context of the MongoDB server (which has a built-in JS runtime), the second example will perform it locally, in your Node process.

The location of .toArray() is the key: it will exhaust the cursor, or in other words, it will transfer the set of result documents from the server to the client.

So cursor.toArray().map() will first transfer all the documents to the client, and the mapping will occur there, and cursor.map().toArray() will perform the mapping on each document on the server, and then transfer all documents to the client.

answered May 4, 2016 at 10:54

robertklep

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2 Comments

Bartleby Over a year ago

A comment on performance difference would be nice.

robertklep Over a year ago

@Bartleby I don't think it's possible to give a generic comment on performance: it depends on the hardware MongoDB is running on, the hardware on which the application is running, the amount of records (and their size) being transferred, the specific mapping being performed, etc.

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