Using $where in a MeteorJS collection query

I am working on a MeteorJS application that has a collection with a field named ticker. I am trying to use the $where statement to compare two fields within the same collection:

Tickers.find({$where: function() { return (this.price < this.value); }})

However, this approach did not work as expected. To troubleshoot, I performed a simpler test using $where. When running the following query on the server side:

var t = Tickers.find({ticker:'AAPL'});

The variable t correctly contains one item with the ticker value 'AAPL'. But when I use:

t = Tickers.find({$where: function() { return (this.ticker === 'AAPL'); }});

The variable t now contains all items in the collection instead of just the one with the specified ticker value. The same $where query works on the client side, but I prefer not to publish the entire (and potentially large) collection for client-side querying.

Answer №1

To ensure proper functionality, make sure to provide the $where function as a string rather than an actual function. This allows Mongo to execute and process the function correctly (outside of Node.js environment). For further details on this topic, refer to this informative forum thread.

To implement this change, adjust your query as follows:

Tickers.find({"$where": "function() { return (this.price < this.value); }"})

Alternatively, you can simply use a string comparison like this:

Tickers.find("this.price < this.value");

Keep in mind that while using the $where operator, performance may be affected as it requires JavaScript engine involvement to evaluate code for each document. It is advisable to combine such queries with indexes to enhance query speed.

When utilizing $where, consider the following key factors:

Avoid using global variables.

$where does not leverage indexes since it evaluates JavaScript code. Hence, it is recommended to express queries using standard MongoDB operators (e.g., $gt, $in) whenever possible. Use $where only when alternative operators are insufficient. If needed, combine $where with other typical operators to achieve better results. Relying solely on $where triggers table scans. Standard non-$where queries offer enhanced performance advantages:

MongoDB assesses non-$where components of query before evaluating $where. If non-$where conditions result in zero matches, MongoDB mothballs $where evaluation. Non-$where queries might benefit from an index.

An alternate approach without relying extensively on the $where operator involves creating an added computed field known as price_difference, representing the price-value disparity, for simplified querying:

Tickers.find({ "price_difference": { "$gt": 0 }});

Nevertheless, low-selectivity fields like these may not optimize index performance for large collections due to broader indexing needs with this method.

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