What is the best way to access the properties of individual objects within an array of objects in a MongoDB MapReduce JavaScript query?

Need help referencing each property of an object within an array of objects using MongoDB MapReduce JavaScript query?

Data example:

{
  "_id": ObjectId("544ae3de7a6025f0470041a7"),
  "name": "Bundle 4",
  "product_groups": [
    {
      "name": "camera group",
      "products": [
        {
          "$ref": "products",
          "$id": ObjectId("531a2fcd26718dbd3200002a"),
          "$db": "thisDB"
        },
        {
          "$ref": "products",
          "$id": ObjectId("538baf7c26718d0a55000043"),
          "$db": "thisDB"
        },
        {
          "$ref": "products",
          "$id": ObjectId("538baf7c26718d0a55000045"),
          "$db": "thisDB"
        }
      ]
    },
    {
      "name": "lens group",
      "products": [
        {
          "$ref": "products",
          "$id": ObjectId("531e3ce926718d0d45000112"),
          "$db": "thisDB"
        },
        {
          "$ref": "products",
          "$id": ObjectId("531e3ce926718d0d45000113"),
          "$db": "thisDB"
        }
      ]
    }
  ]
}

Provided map function (reduce removed for clarity):

var map = function() { emit(this.product_groups, this.product_groups.products); };
db.instant_rebates.mapReduce(
    map,
    {
        out: "map_reduce_example",
        query: {"_id": ObjectId("544ae3de7a6025f0470041a7")}
    }
);

The issue is that the "value" field in the result shows as "undefined". Why? How can I successfully reference this.product_groups.products to retrieve the products array?

Additionally, only one emission occurs instead of two for each product group. How can I rectify this and ensure it emits twice?

Answer №1

When working with mapReduce operations, the documents are represented as JavaScript objects. It is important to treat them as such and traverse through them accordingly. This involves processing each element of the array:

var map = function() { 
    this.product_groups.forEach(function(group) {
        emit( group.name, { products: group.products } );
    });
};
var reduce = function(){};

db.instant_rebates.mapReduce(
    map,
    reduce,
    {
        out: "map_reduce_example",
        query: {"_id": ObjectId("544ae3de7a6025f0470041a7")}
    }
);

One key requirement of the "emit" function is that it takes both a "key" and a "value" as arguments to be emitted. The "value" must be singular, so if you want to emit an array of data, you need to encapsulate it within an object property. The "key" should also be a singular value, serving as the grouping key in the reduce operation, with the "name" field being sufficient for this purpose.

Since the document contains a top-level array, each element needs to be processed individually as demonstrated in the function. Consequently, two results are emitted from this single document.

Even if the reduce function is not called due to the different emitted keys, it is still necessary to define one.

In summary, when dealing with JavaScript, view a list structure as a list.

It is worth noting that this response specifically addresses your initial inquiry. If you have additional questions regarding mapReduce or related topics, please feel free to pose new queries rather than expanding on this particular one. I prefer to avoid further discussion on field naming conventions or intricate data retrieval procedures involving other collections, as those are beyond the scope of this conversation.

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