Is it possible for the Mongodb find method to handle dynamic queries?

I am new to mongodb and would appreciate some advice on how to efficiently write the following query.

In my collection, I have fields for location and date.

There are 4 search conditions:

  • Users can search without any parameters.
  • Users can search with date only.
  • Users can search with location only.
  • Users can search with both date and location.

db.collection.find(query) --> The query object will vary based on the request parameters.

  • If no request parameters, query = {}
  • If location is present, query = {location query}
  • If date is present, query = {date query}
  • If both date and location are present,
    query = {location query, date query}

How can I simplify this with mongodb commands? I am familiar with SQL and adding a where clause based on non-null parameters in the request, but I am getting confused with NoSQL syntax.

Answer №1

The creation process would look similar to this:

const filters = {};
if (request.params.location) {
    filters.location = request.params.location;
}
if (request.params.date) {
    filters.date = new Date(request.params.date);
}
const queryResults = await database.collection.find(filters);

Here, request.params is a specific object containing location and date fields that are not mandatory.

Answer №2

Creating a query object allows for dynamic data retrieval.

const query = {};
req.params.location && (query.location = req.params.location)
req.params.date && (query.date = req.params.date)

Answer №3

The issue at hand involves the challenge of constructing intricate objects based on specific parameters or inputs, a dilemma often addressed through the utilization of a design pattern referred to as the builder pattern.

While incorporating such patterns may introduce a level of complexity to your code (refer to this for an example), below is a straightforward implementation:

"use strict";

const queryBuilder = () => {
    const query = {};
    return {
        addLocation: function(location){
            if(typeof location === "string" && location.length>0){
                query.location = location.trim();
            }
            return this;
        },
        addDate: function(date){
            const dateObj = date ? new Date(date) : null;
            if(dateObj && !isNaN(dateObj.valueOf())){
                query.date = dateObj;
            }
            return this;
        },
        build: function(){
            Object.freeze(query);
            return query;
        }
    }
}

app.get('/:location/:date',async(req,res,next) => {

    //Make sure you have a connected db instance for this part
    const db = getDbSomehow();

    const myQuery = queryBuilder()
    .addLocation(req.params.location)
    .addDate(req.params.date)
    .build();

    const results = await db.collection.find(myQuery).toArray();

    //Proceed with necessary actions


})

Although this may seem more verbose compared to alternative solutions you've encountered that still function, there are definite advantages to this approach:

  1. Enhanced clarity in your request handler.
  2. You can consolidate all validations within the builder's methods.
  3. Want to include another property in the query? Simply implement the corresponding method in the builder, call it, and you're set.
  4. Interested in altering the sequence of keys in your query object? Adjust the order in which the builder's methods are invoked.
  5. Immutable nature: Utilize Object.freeze() or a tool like deep-freeze within your build method to maintain the object's immutability once finalized.

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