Using MapReduce with MongoDB
MongoDB provides us with a MapReduce command, and in the following diagram we can observe the life cycle of the MapReduce process in MongoDB. We start with a Collection or a Query; each document in the collection will call the map
function. Then, with the emit
function, we will create an intermediate hash-map (see the following diagram) with a list of pairs (key-value).
Next, the reduce
function will iterate the intermediate hash-map and will apply some operations to all values of each key. Finally, the process will create a brand new collection with the output. The map
/reduce
functions in MongoDB will be programmed with JavaScript:
Tip
Find the reference documentation for MapReduce with MongoDB from the following link:
Map function
The map
function will call the emit
function one or more times (see the previous diagram). We can access all the attributes of each document in the collection with the this
keyword. The...