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Parsing JSON using the Codable protocol

JSON – short for JavaScript Object Notation – is a way of describing data. It's not the easiest to read yourself, but it's compact and easy to parse for computers, which makes it popular online where bandwidth is at a premium.

Before we do the parsing, here is a tiny slice of the actual JSON you'll be receiving:

            "title":"Legal immigrants should get freedom before undocumented immigrants – moral, just and fair",
            "body":"I am petitioning President Trump's Administration to take a humane view of the plight of legal immigrants. Specifically, legal immigrants in Employment Based (EB) category. I believe, such immigrants were short changed in the recently announced reforms via Executive Action (EA), which was otherwise long due and a welcome announcement.",
                    "name":"Human Rights"
            "title":"National database for police shootings.",
            "body":"There is no reliable national data on how many people are shot by police officers each year. In signing this petition, I am urging the President to bring an end to this absence of visibility by creating a federally controlled, publicly accessible database of officer-involved shootings.",
                    "name":"Human Rights"

You'll actually be getting between 2000-3000 lines of that stuff, all containing petitions from US citizens about all sorts of political things. It doesn't really matter (to us) what the petitions are, we just care about the data structure. In particular:

  1. There's a metadata value, which contains a responseInfo value, which in turn contains a status value. Status 200 is what internet developers use for "everything is OK."
  2. There's a results value, which contains a series of petitions.
  3. Each petition contains a title, a body, some issues it relates to, plus some signature information.
  4. JSON has strings and integers too. Notice how the strings are all wrapped in quotes, whereas the integers aren't.

Swift has built-in support for working with JSON using a protocol called Codable. When you say “my data conforms to Codable”, Swift will allow you to convert freely between that data and JSON using only a little code.

Swift’s simple types like String and Int automatically conform to Codable, and arrays and dictionaries also conform to Codable if they contain Codable objects. That is, [String] conforms to Codable just fine, because String itself conforms to Codable.

Here, though, we need something more complex: each petition contains a title, some body text, a signature count, and more. That means we need to define a custom struct called Petition that stores one petition from our JSON, which means it will track the title string, body string, and signature count integer.

So, start by pressing Cmd+N and choosing to create a new Swift file called Petition.swift.

struct Petition {
    var title: String
    var body: String
    var signatureCount: Int

That defines a custom struct with three properties. You might remember that one of the advantages of structs in Swift is that it gives us a memberwise initializer – a special function that can create new Petition instances by passing in values for title, body, and signatureCount.

We’ll come onto that in a moment, but first I mentioned the Codable protocol. Our Petition struct contains two strings and an integer, all of which conforms to Codable already, so we can ask Swift to make the whole Petition type conform to Codable like this:

struct Petition: Codable {
    var title: String
    var body: String
    var signatureCount: Int

With that simple change we’re almost ready to load instances of Petition from JSON.

I say almost ready because there’s a slight wrinkle in our plan: if you looked at the JSON example I gave above, you’ll have noticed that our array of petitions actually comes inside a dictionary called “results”. This means when we try to have Swift parse the JSON we need to load that key first, then inside that load the array of petition results.

Swift’s Codable protocol needs to know exactly where to find its data, which in this case means making a second struct. This one will have a single property called results that will be an array of our Petition struct. This matches exactly how the JSON looks: the main JSON contains the results array, and each item in that array is a Petition.

So, press Cmd+N again to make a new file, choosing Swift file and naming it Petitions.swift. Give it this content:

struct Petitions: Codable {
    var results: [Petition]

I realize this seems like a lot of work, but trust me: it gets much easier!

All we’ve done is define the kinds of data structures we want to load the JSON into. The next step is to create a property in ViewController that will store our petitions array.

As you'll recall, you declare arrays just by putting the data type in brackets, like this:

var petitions = [String]()

We want to make an array of our Petition object. So, it looks like this:

var petitions = [Petition]()

Put that in place of the current petitions definition at the top of ViewController.swift.

It's now time to parse some JSON, which means to process it and examine its contents. We're going to start by updating the viewDidLoad() method for ViewController so that it downloads the data from the Whitehouse petitions server, converts it to a Swift Data object, then tries to convert it to an array of Petition instances.

We haven’t used Data before. Like String and Int it’s one of Swift’s fundamental data types, although it’s even more low level – it holds literally any binary data. It might be a string, it might be the contents of a zip file, or literally anything else.

Data and String have quite a few things in common. You already saw that String can be created using contentsOf to load data from disk, and Data has exactly the same initializer.

This is perfect for our needs – here's the new viewDidLoad method:

override func viewDidLoad() {

    // let urlString = ""
    let urlString = ""

    if let url = URL(string: urlString) {
        if let data = try? Data(contentsOf: url) {
            // we're OK to parse!

Note: Above I’ve included a URL for the official Whitehouse API feed, but that might go away or change at any point in the future. So, to avoid problems I’ve taken a copy of that feed and put it on my own site – you can use either the official API or my own copy.

Let's focus on the new stuff:

  • urlString points either to the server or to my cached copy of the same data, accessing the available petitions.
  • We use if let to make sure the URL is valid, rather than force unwrapping it. Later on you can return to this to add more URLs, so it's good play it safe.
  • We create a new Data object using its contentsOf method. This returns the content from a URL, but it might throw an error (i.e., if the internet connection was down) so we need to use try?.
  • If the Data object was created successfully, we reach the “we're OK to parse!” line. This starts with //, which begins a comment line in Swift. Comment lines are ignored by the compiler; we write them as notes to ourselves.

This code isn't perfect, in fact far from it. In fact, by downloading data from the internet in viewDidLoad() our app will lock up until all the data has been transferred. There are solutions to this, but to avoid complexity they won't be covered until project 9.

For now, we want to focus on our JSON parsing. We already have a petitions array that is ready to accept an array of petitions. We want to use Swift’s Codable system to parse our JSON into that array, and once that's done tell our table view to reload itself.

Are you ready? Because this code is remarkably simple given how much work it's doing:

func parse(json: Data) {
    let decoder = JSONDecoder()

    if let jsonPetitions = try? decoder.decode(Petitions.self, from: json) {
        petitions = jsonPetitions.results

Place that method just underneath viewDidLoad() method, then replace the existing // we're OK to parse! line in viewDidLoad() with this:

parse(json: data)

This new parse() method does a few new and interesting things:

  1. It creates an instance of JSONDecoder, which is dedicated to converting between JSON and Codable objects.
  2. It then calls the decode() method on that decoder, asking it to convert our json data into a Petitions object. This is a throwing call, so we use try? to check whether it worked.
  3. If the JSON was converted successfully, assign the results array to our petitions property then reload the table view.

The one part you haven’t seen before is Petitions.self, which is Swift’s way of referring to the Petitions type itself rather than an instance of it. That is, we’re not saying “create a new one”, but instead specifying it as a parameter to the decoding so JSONDecoder knows what to convert the JSON too.

You can run the program now, although it just shows “Title goes here” and “Subtitle goes here” again and again, because our cellForRowAt method just inserts dummy data.

We want to modify this so that the cells print out the title value of our Petition object, but we also want to use the subtitle text label that got added when we changed the cell type from "Basic" to "Subtitle" in the storyboard. To do that, change the cellForRowAt method to this:

let petition = petitions[indexPath.row]
cell.textLabel?.text = petition.title
cell.detailTextLabel?.text = petition.body

Our custom Petition type has properties for title, body and signatureCount, so now we can read them out to configure our cell correctly.

If you run the app now, you'll see things are starting to come together quite nicely – every table row now shows the petition title, and beneath it shows the first few words of the petition's body. The subtitle automatically shows "…" at the end when there isn't enough room for all the text, but it's enough to give the user a flavor of what's going on.

Tip: If you don’t see any data, make sure you named all the properties in the Petition struct correctly – the Codable protocol matches those names against the JSON directly, so if you have a typo in “signatureCount” then it will fail.

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