MongoDB $gt/$lt operators with prices stored as strings
Starting Mongo 4.0
, there is a new $toDouble
aggregation operator which converts from various types to double (in this case from a string):
// { price: "300.00" }
// { price: "4.2" }
db.collection.find({ $expr: { $gt: [{ $toDouble: "$price" }, 30] } })
// { price: "300.00" }
$gt
is an operator that can work on any type:
db.so.drop();
db.so.insert( { name: "Derick" } );
db.so.insert( { name: "Jayz" } );
db.so.find( { name: { $gt: "Fred" } } );
Returns:
{ "_id" : ObjectId("51ffbe6c16473d7b84172d58"), "name" : "Jayz" }
If you want to compare against a number with $gt
or $lt
, then the value in your document also needs to be a number. Types in MongoDB are strict and do not auto-convert like they f.e. would do in PHP. In order to solve your issue, make sure you store the prices as numbers (floats or ints):
db.so.drop();
db.so.insert( { price: 50.40 } );
db.so.insert( { price: 29.99 } );
db.so.find( { price: { $gt: 30 } } );
Returns:
{ "_id" : ObjectId("51ffbf2016473d7b84172d5b"), "price" : 50.4 }
If you intend to use $gt with strings, you will have to use regex, which is not great in terms of performance. It is easier to just create a new field which holds the number value of price or change this field type to int/double. A javascript version should also work, like so:
db.products.find("this.price > 30.00")
as js will convert it to number before use. However, indexes won't work on this query.