Hide chapters

Combine: Asynchronous Programming with Swift

Third Edition · iOS 15 · Swift 5.5 · Xcode 13

10. Debugging
Written by Florent Pillet

Heads up... You're reading this book for free, with parts of this chapter shown beyond this point as scrambled text.

Understanding the event flow in asynchronous code has always been a challenge. It is particularly the case in the context of Combine, as chains of operators in a publisher may not immediately emit events. For example, operators like throttle(for:scheduler:latest:) will not emit all events they receive, so you need to understand what’s going on. Combine provides a few operators to help with debugging your reactive flows. Knowing them will help you troubleshoot puzzling situations.

Printing events

The print(_:to:) operator is the first one you should use when you’re unsure whether anything is going through your publishers. It’s a passthrough publisher which prints a lot of information about what’s happening.

Even with simple cases like this one:

let subscription = (1...3).publisher
  .sink { _ in }

The output is very detailed:

publisher: receive subscription: (1...3)
publisher: request unlimited
publisher: receive value: (1)
publisher: receive value: (2)
publisher: receive value: (3)
publisher: receive finished

Here you see that the print(_:to:) operators shows a lot of information, as it:

  • Prints when it receives a subscription and shows the description of its upstream publisher.
  • Prints the subscriber‘s demand requests so you can see how many items are being requested.
  • Prints every value the upstream publisher emits.
  • Finally, prints the completion event.

There is an additional parameter that takes a TextOutputStream object. You can use this to redirect strings to print to a logger. You can also add information to the log, like the current date and time, etc. The possibilities are endless!

For example, you can create a simple logger that displays the time interval between each string so you can get a sense of how fast your publisher emits values:

class TimeLogger: TextOutputStream {
  private var previous = Date()
  private let formatter = NumberFormatter()

  init() {
    formatter.maximumFractionDigits = 5
    formatter.minimumFractionDigits = 5

  func write(_ string: String) {
    let trimmed = string.trimmingCharacters(in: .whitespacesAndNewlines)
    guard !trimmed.isEmpty else { return }
    let now = Date()
    print("+\(formatter.string(for: now.timeIntervalSince(previous))!)s: \(string)")
    previous = now

It’s very simple to use in your code:

let subscription = (1...3).publisher
  .print("publisher", to: TimeLogger())
  .sink { _ in }

And the result displays the time between each printed line:

+0.00111s: publisher: receive subscription: (1...3)
+0.03485s: publisher: request unlimited
+0.00035s: publisher: receive value: (1)
+0.00025s: publisher: receive value: (2)
+0.00027s: publisher: receive value: (3)
+0.00024s: publisher: receive finished

As mentioned above, the possibilities are quite endless here.

Note: Depending on the computer and the version of Xcode you‘re running this code on, the interval printed above may vary slightly.

Acting on events — performing side effects

Besides printing out information, it is often useful to perform actions upon specific events. We call this performing side effects, as actions you take “on the side” don’t directly impact further publishers down the stream, but can have an effect like modifying an external variable.

let request = URLSession.shared
  .dataTaskPublisher(for: URL(string: "")!)

  .sink(receiveCompletion: { completion in
    print("Sink received completion: \(completion)")
  }) { (data, _) in
    print("Sink received data: \(data)")
.handleEvents(receiveSubscription: { _ in
  print("Network request will start")
}, receiveOutput: { _ in
  print("Network request data received")
}, receiveCancel: {
  print("Network request cancelled")
Network request will start
Network request cancelled
let subscription = request
Network request will start
Network request data received
Sink received data: 303094 bytes
Sink received completion: finished

Using the debugger as a last resort

The last resort operator is one you pull in situations where you really need to introspect things at certain times in the debugger, because nothing else helped you figure out what’s wrong.

.breakpoint(receiveOutput: { value in
  return value > 10 && value < 15

Key points

  • Track the lifecycle of a publisher with the print operator,
  • Create your own TextOutputStream to customize the output strings,
  • Use the handleEvents operator to intercept lifecycle events and perform actions,
  • Use the breakpointOnError and breakpoint operators to break on specific events.

Where to go from here?

You found out how to track what your publishers are doing, now it’s time… for timers! Move on to the next chapter to learn how to trigger events at regular intervals with Combine.

Have a technical question? Want to report a bug? You can ask questions and report bugs to the book authors in our official book forum here.
© 2024 Kodeco Inc.

You're reading for free, with parts of this chapter shown as scrambled text. Unlock this book, and our entire catalogue of books and videos, with a Kodeco Personal Plan.

Unlock now