I have a MongoDB collection with documents in the following format:
{
"_id" : ObjectId("4e8ae86d08101908e1000001"),
"name" : ["Name"],
"zipcode" : ["2223"]
}
{
"_id" : ObjectId("4e8ae86d08101908e1000002"),
"name" : ["Another ", "Name"],
"zipcode" : ["2224"]
}
I can currently get documents that match a specific array size:
db.accommodations.find({ name : { $size : 2 }})
This correctly returns the documents with 2 elements in the name
array. However, I can't do a $gt
command to return all documents where the name
field has an array size of greater than 2:
db.accommodations.find({ name : { $size: { $gt : 1 } }})
How can I select all documents with a name
array of a size greater than one (preferably without having to modify the current data structure)?
Yes, you can do that using $expr operator along with the $size operator. Here, we are using $expr operator to filter out all those documents which has size greater than or equal to 4.
An array can have a maximum of 32 dimensions.
$size. Counts and returns the total number of items in an array. $size has the following syntax: { $size: <expression> } The argument for $size can be any expression as long as it resolves to an array.
The $size operator in MongoDB is used to fetch the document that has an array field of a specific size. The $size only deals with arrays and accepts only numeric values as a parameter.
There's a more efficient way to do this in MongoDB 2.2+ now that you can use numeric array indexes (0 based) in query object keys.
// Find all docs that have at least two name array elements.
db.accommodations.find({'name.1': {$exists: true}})
You can support this query with an index that uses a partial filter expression (requires 3.2+):
// index for at least two name array elements
db.accommodations.createIndex(
{'name.1': 1},
{partialFilterExpression: {'name.1': {$exists: true}}}
);
Update:
For mongodb versions 2.2+ more efficient way to do this described by @JohnnyHK in another answer.
Using $where
db.accommodations.find( { $where: "this.name.length > 1" } );
But...
Javascript executes more slowly than the native operators listed on this page, but is very flexible. See the server-side processing page for more information.
Create extra field NamesArrayLength
, update it with names array length and then use in queries:
db.accommodations.find({"NamesArrayLength": {$gt: 1} });
It will be better solution, and will work much faster (you can create index on it).
I believe this is the fastest query that answers your question, because it doesn't use an interpreted $where
clause:
{$nor: [
{name: {$exists: false}},
{name: {$size: 0}},
{name: {$size: 1}}
]}
It means "all documents except those without a name (either non existant or empty array) or with just one name."
Test:
> db.test.save({})
> db.test.save({name: []})
> db.test.save({name: ['George']})
> db.test.save({name: ['George', 'Raymond']})
> db.test.save({name: ['George', 'Raymond', 'Richard']})
> db.test.save({name: ['George', 'Raymond', 'Richard', 'Martin']})
> db.test.find({$nor: [{name: {$exists: false}}, {name: {$size: 0}}, {name: {$size: 1}}]})
{ "_id" : ObjectId("511907e3fb13145a3d2e225b"), "name" : [ "George", "Raymond" ] }
{ "_id" : ObjectId("511907e3fb13145a3d2e225c"), "name" : [ "George", "Raymond", "Richard" ] }
{ "_id" : ObjectId("511907e3fb13145a3d2e225d"), "name" : [ "George", "Raymond", "Richard", "Martin" ] }
>
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