Click here to Skip to main content
15,901,666 members
Articles / Hosted Services / AWS

An Introduction to Serverless Functions on Azure

Rate me:
Please Sign up or sign in to vote.
5.00/5 (5 votes)
10 Mar 201911 min read 17.8K   130   4   9
Get up and running with serverless by creating a geocoding function on Azure

This article is part of CodeProject's Server Functions Challenge.


Welcome! In this tutorial, we’re going to be creating a simple but fun HTTP API using Azure Functions.

If you’re new to Serverless and are wondering what all of the fuss is about, I suggest you take a few minutes to read my introductory article. There, I give a high level overview of what Serverless is all about and why “Serverless” isn’t as horrible a name as you might think it is.

Getting Started

If you don’t have an Azure account yet, you’ll need to create one first. Click here to jump to the Azure account creation page.

You'll need a credit card to create a free trial account, even though you won't be billed. I know this is a bit annoying, but all of the cloud providers do this to prevent people from getting an unlimited number of free trials just by creating new e-mail addresses.

If you already have an Azure account, the Functions service has a free tier than never expires, so you’ll be able to complete this tutorial without incurring any charges.

Once you are signed into the Azure portal, you can create your first Serverless function by clicking on 'Create a resource, then Compute, and then Function App:

azure function creation

Next, you'll see this screen that asks you to fill some information about your app:

Image 2

Start by choosing a name for your function app. Since it will be hosted on the domain, you'll need to pick a name that nobody else has used.

Next, you'll need to create a new Resource Group. Think of a resource group as a handy container that bundles up all of the bits of your app. This is helpful when your apps grow larger, because you can ensure that all of the functions, permissions, and other settings related to your app are kept in a logical bundle that makes them easy to monitor and manage.

By default, Azure will try to use your app name as the resource group name. I suggest sticking with this unless you have a reason not to.

For the rest of the settings, use what is shown in the image above: Windows OS, Consumption Plan, Central US as the location, and JavaScript as the runtime stack. Let Azure create new storage for your function app.

When you've done all of this, click 'Create'. Azure will pop up a notification telling you that deployment is in progress. If you click the notifications icon at the top of the screen, you'll see the deployment status of your app:

Image 3

When deployment finishes, the notification will update to tell you so:

Image 4

Click on the 'Go to resource' button, and you'll be taken to your Function App's dashboard:

Image 5

So we now have a Function App, but we haven't added any actual functions to it. Let's fix that! On the app dashboard, click on the '+ New function' button. This will open a dialog asking you to choose your development environment:

Image 6

Choose the 'In-portal' option. This way, you won't have to install anything on your computer to get your Serverless app up and running.

In a real-world scenario, where you'll be working on Serverless apps that contain many functions, you'll probably want to use Visual Studio, VS Code, or another text editor or IDE of your choice. But for small projects like ours, using the in-portal editor makes the app creation process quick and easy!

After we've chosen our development environment, Azure will ask us to choose the type of function we want:

Image 7

Choose 'Webhook + API'. This will give us a function that is set up to respond to HTTP requests. Once you've chosen this option, Azure will create your function, populate it with some default code, and send you to a code editor for your new function:

Image 8

If you want to see the default code in action, click on the 'Get function URL' link. Copy the link provided, paste it in a new browser tab, and load it.

You'll notice that your function complains that you need to provide a name as part of the query string.

If you look at the URL, you'll notice that it already contains a query parameter called 'code'. By default, Azure generates an access code for every Serverless function to prevent unauthorized access.

While you'd want to add a more sophisticated access control policy to a production application, the Azure-generated access code is perfect for our first serverless function since we just creating it for ourselves.

Since the URL already has a query string, simply append


to the end of the URL in your browser, and hit Enter. This time, the function will say hello to Bob!

And with that, we have a serverless app created, running, and responding to HTTP requests. Notice all of the things we didn't have to do: we didn't have to install Node.js, or a web server or, a web framework. We filled out a short form, clicked a few times, and ended up with a functioning web application.

Customizing the Code

Now that we have our function in place, let's make it do something useful!

We're going to turn our serverless function into a geocoding service - it will take a POST request that contains a street address in the body, and will return a set of map coordinates for that street address.

To do this, we'll need to use Azure Maps. Like Azure Functions, Azure Maps has a free tier that we will be making use of. To use Azure Maps, we'll need to create a new resource in the Azure Portal.

Start by clicking 'Create resource', and then enter 'Maps' in the search box:

Image 9

In the drop down box that appears, click 'Maps'. This will bring up a screen with more information on the Maps service. Click the 'Create' button on this screen to proceed:

Image 10

This will take you to the Azure Maps account creation screen. As you can see, it will be associated with your Free Trial account, or your existing Azure account if you had one before beginning this exercise:

Image 11

Add the maps account to the resource groups you already created for your Function App. Pick a name for your maps account. Anything will work!

For the Pricing Tier, choose 'Standard S0'. This tier will do everything we need, and our usage will fall into the Azure Maps' free tier.

When you're done, click 'Create' and Azure will add the Maps resource to your resource group. When it is ready, you'll be taken to an overview page:

Image 12

Click on the 'Go to resource' button, which will take you to the dashboard for your maps account:

Image 13

Click on the Authentication menu item under Settings. This will bring up some information that we're going to need very soon:

Image 14

For the purposes of this exercise, the value you'll want to pay attention to is the Primary Key. Copy it somewhere, or leave the map Authentication screen open in a browser tab, because you'll need it in just a minute!

With our maps account created, it's time to go and make a serverless function that can take an address and turn it into a latitude and longitude - and, it turns out, a lot of other information as well!

Load up your Function App by clicking the Functions App item in the Azure Portal menu, and then click on the app you created earlier to load its dashboard. We're going to create a new function to handle our mapping functionality.

In your app dashboard, click the + icon beside the Functions menu item:

create function button

When asked for a function type, choose HTTP Trigger:

Image 16

Give the new function any name you'd like, and leave its authorization level set to Function:

Image 17

Click 'Create', and you'll be taken to your new function's code. It will contain the same default code you saw earlier. Start by erasing all of the default code so you're left with a blank code editor.

Next, replace it with the following code:

const https = require("https");
const apiVersion = 1.0;
const mapsKey = "your maps key goes here";

const request = (url) => {
    return new Promise((resolve, reject) => {     
        https.get(url, (resp) => {
            let data = "";
            resp.on("data", (chunk) => {
                data += chunk;

            resp.on("end", () => {
                const res = JSON.parse(data)
        }).on("error", (err) => {

module.exports = async function (context, req) {
    if (req.query.address) {
        const url = `${apiVersion}&subscription-key=${mapsKey}&query=${req.query.address}`;
        try {
            const data = await request(url);
            context.res = {
                status: 200,
                body: data.results
        } catch(err) {
            context.res = {
                status: 500, 
                body: err
    } else if (req.query.memberId) {
        const url = `${req.query.memberId}`;

        const data = await request(url);
        if (data) {
            context.res = {
                body: data.result
    else {
        context.res = {
            status: 400,
            body: "Please pass an address as part of the query string."

You'll need to make one change: in the mapsKey variable on the third line of the code, paste in the Primary Key value for your maps account.

Let's walk through the code a bit to see what's going on. We start by creating a helper function that wraps the Node.js https library in a Promise. This make our life easier later on, because we can use this request function with JavaScript's handy await keyword.

Next, we export an async function that handles the request our serverless function receives, and returns a response.

It checks if an address was received as part of the query string, and harangues the user if not.

If an address was received, then the function constructs a URL that makes a request to the Azure Maps service. Notice that we contains three query parameters: an API version, a subscription key, and a query. We pass in our Azure Maps key as the subscription-key, and pass in the address we're looking for as the query.

Our code then fires off a request to Azure Maps. If we get a result, we output it. If we get an error, we output that instead.

Astute readers will note that there's also a some code in there that checks for a query string parameter called memberId. This is a super-secret bit of code that we'll use later on to generate an entry code for the Serverless Challenge.

To test out your function, get your function's URL by clicking the 'Get function URL' link:

get function url

Paste it into your browser, and add an address item to the end of the query string by appending &address=157 Awesome St. to the end of the URL. Pick a real address, though. Try your own address and see what comes upQ It will look something like: Yonge St, Toronto, ON

As you can see, I've called my Serverless function and asked it to look up the address of the Hockey Hall of Fame. This call returns a result that looks like this:

    "type": "Point Address",
    "id": "CA/PAD/p0/3907925",
    "score": 9.894,
    "address": {
      "streetNumber": "30",
      "streetName": "Yonge Street, Heritage Highway",
      "municipalitySubdivision": "Toronto, Downtown Toronto, Church-Yonge Corridor, Bay Street Corridor",
      "municipality": "Toronto",
      "countryTertiarySubdivision": "Toronto",
      "countrySubdivision": "ON",
      "postalCode": "M5E",
      "extendedPostalCode": "M5E1X8",
      "countryCode": "CA",
      "country": "Canada",
      "countryCodeISO3": "CAN",
      "freeformAddress": "30 Yonge Street, Toronto, ON M5E1X8",
      "countrySubdivisionName": "Ontario"
    "position": {
      "lat": 43.64694,
      "lon": -79.37712
    "viewport": {
      "topLeftPoint": {
        "lat": 43.64784,
        "lon": -79.37836
      "btmRightPoint": {
        "lat": 43.64604,
        "lon": -79.37588
    "entryPoints": [
        "type": "main",
        "position": {
          "lat": 43.64699,
          "lon": -79.37698

You'll see that in addition to the latitude and longitude, Azure Maps returned a lot of other information, too!

In cases where someone provides an address but forgets to add a zip or postal code, you could use Azure Maps to look it up.

Contest Verification

Earlier, we noted that there's some code in our serverless function that checks for a memberId query parameter.

This code takes your CodeProject member ID, and sends it off to CodeProject's very own serverless function, which will then give you a contest entry code. That's right! CodeProject is using a serverless function to generate an entry code for a contest that teaches you how to make serverless functions. It's serverless all the way down.

First up, you'll need your CodeProject member ID. You can find it on your CodeProject profile page, which you can access by logging into CodeProject and clicking on your user name near the top right of the screen.

On your profile page, you'll see a box near the right that has your member number and your picture. Here's my profile page, with my member number outlined in red to make it easy to see:

Image 19

Now, you're going to make a request very similar to the one you made above to send an address to your function for geocoding. Except this time you're going to send your member number.

All you'll need to do is take the URL you used to send in an address, strip the address off the end, and add your member ID. For me, it would look something like this:

and it will return a result that looks like this:

Hello there, member 12303349, your entry code is 123456789

No, that's no my real entry code. And even if it were, it would only work for me. You'll have to use your own!

Copy the entry code, and head on over to the code entry page here to enter your code.


That brings us to the end of our Serverless tutorial. We've created a serverless Function App on Azure, and hooked it up to Azure Maps to do some geocoding.

And we've barely scratched the surface! You can set up serverless functions to react to events that happen inside your cloud provider. You're definitely not limited to responding to HTTP requests. You can have functions that are triggered when a file gets uploaded, or a database entry gets created, or any of a huge number of events. Here are a few links to learn more about serverless function triggers on several cloud providers:

Azure Function Triggers

AWS Lambda Event Sources

Google Cloud Functions Events and Triggers

Alibaba Cloud Function Triggers

Write an Article

Now that you're done, it would be a perfect time to write your own article for the Serverless Challenge. There are great prizes up for grabs!

Perhaps you could show up to use a serverless function to take video uploads and transcode them into a different format.

Or you could write a complete serverless app with an Angular or React front-end, backed by an Azure SQL database, CosmosDB, or AWS DynamoDB.

The possibilities are endless! Why not come up with something great, share it with the world, and maybe win a prize while you're at it?

This article was originally posted at

Written By
Software Developer My House
Canada Canada
I spent 5 years working for Ottawa startups before returning home to Toronto. During Covid I decided to escape the big city and moved north to Penetanguishene, Ontario.

I'm a .NET/JavaScript/TypeScript developer and technical writer by day, but in the evening you'll often find me cooking up projects in Ruby, Haskell, Clojure, Elixir, and F#.

Comments and Discussions

QuestionMessage Closed Pin
27-Feb-21 22:33
Member 1508594027-Feb-21 22:33 
SuggestionMessage Closed Pin
27-Feb-21 22:31
Member 1508594027-Feb-21 22:31 
Questionhttp 401 error followup Pin
Member 1334405518-Mar-19 4:27
Member 1334405518-Mar-19 4:27 
Questionhttp 401 error Pin
Member 1334405518-Mar-19 4:13
Member 1334405518-Mar-19 4:13 
AnswerRe: http 401 error Pin
Ryan Peden18-Mar-19 4:31
professionalRyan Peden18-Mar-19 4:31 
QuestionTags? Pin
Member 1398109712-Mar-19 10:16
Member 1398109712-Mar-19 10:16 
BugThe ad floats on the content of the article. Pin
GKP199211-Mar-19 20:12
professionalGKP199211-Mar-19 20:12 
GeneralRe: The ad floats on the content of the article. Pin
Ryan Peden12-Mar-19 0:42
professionalRyan Peden12-Mar-19 0:42 
QuestionSmall error in code Pin
Jason Gleim11-Mar-19 5:00
professionalJason Gleim11-Mar-19 5:00 
AnswerRe: Small error in code Pin
Ryan Peden11-Mar-19 5:15
professionalRyan Peden11-Mar-19 5:15 

General General    News News    Suggestion Suggestion    Question Question    Bug Bug    Answer Answer    Joke Joke    Praise Praise    Rant Rant    Admin Admin   

Use Ctrl+Left/Right to switch messages, Ctrl+Up/Down to switch threads, Ctrl+Shift+Left/Right to switch pages.