Using Mongoose With AWS Lambda
AWS Lambda is a popular service for running arbitrary functions without managing individual servers. Using Mongoose in your AWS Lambda functions is easy. Here's a sample function that connects to a MongoDB instance and finds a single document:
// Currently, Lambda only supports node v6, so no native async/await.
const co = require('co');
const mongoose = require('mongoose');
let conn = null;
const uri = 'YOUR CONNECTION STRING HERE';
exports.handler = function(event, context, callback) {
// Make sure to add this so you can re-use `conn` between function calls.
// See https://www.mongodb.com/blog/post/serverless-development-with-nodejs-aws-lambda-mongodb-atlas
context.callbackWaitsForEmptyEventLoop = false;
run().
then(res => {
callback(null, res);
console.log('done');
}).
catch(error => callback(error));
};
function run() {
return co(function*() {
// Because `conn` is in the global scope, Lambda may retain it between
// function calls thanks to `callbackWaitsForEmptyEventLoop`.
// This means your Lambda function doesn't have to go through the
// potentially expensive process of connecting to MongoDB every time.
if (conn == null) {
conn = yield mongoose.createConnection(uri);
conn.model('Test', new mongoose.Schema({ name: String }));
}
const M = conn.model('Test');
const doc = yield M.findOne();
console.log(doc);
return doc;
});
}
To import this function into Lambda, go the AWS Lambda console and click "Create Function".
Create a function called "mongoose-test" with the below settings:
Copy the source code into a file called lambda.js
. Then run npm install mongoose
co
.
Finally, run zip -r mongoose-test.zip node_modules/ lambda.js
to create a
zip that you can upload to Lambda using the "Upload a Zip File" option under "Function
code".
Make sure you also change the "Handler" input to lambda.handler
to match the
lambda.js
file's handler
function.
Next, click the "Save" button and then the "Test" button. The "Test" button will ask you to create a new test event, just create one because your inputs don't matter for this example. Then, hit "Test" again to actually run your function:
If you're using Mongoose with AWS Lambda to avoid the overhead of managing servers, we recommend using MongoDB Atlas, MongoDB's hosted service, so you don't have to manage your own database services either.