swift OSX: serially generating files using GCD - swift

I am trying to generate .aiff files using NSSpeechSynthesizer.startSpeakingString() and am using GCd using a serial queue as NSSpeechSynthesizer takes in a string and creates an aiff file at a specified NSURL address. I used the standard for loop method for a list of strings in a [String:[String]] but this creates some files which have 0 bytes.
Here is the function to generate the speech:
func createSpeech(type: String, name: String) {
if !NSFileManager.defaultManager().fileExistsAtPath("\(dataPath)\(type)/\(name)/\(name).aiff"){
do{
try NSFileManager().createDirectoryAtPath("\(dataPath)\(type)/\(name)/", withIntermediateDirectories: true, attributes: nil)
let URL = NSURL(fileURLWithPath: "\(dataPath)\(type)/\(name)/\(name).aiff")
print("Attempting to save speech \(name).aiff")
self.synth.startSpeakingString(name, toURL: URL)
}catch{
print("error occured")
}
}
}
And here is the function that traverses the dictionary to create the files:
for key in self.nodeLibrary.keys{
dispatch_sync(GlobalBackgroundQueue){
let type = self.nodeLibrary[key]?.0
let name = key.componentsSeparatedByString("_")[0]
if !speechCheck.contains(name){
mixer.createSpeech(type!, name: name)
}
}
}
The globalBackgroundQueue is an alias to the GCD queue call _T for readability.
The routine runs fine, creates folders and subfolders as required by another external function then synthesizes the speech but in my case I always get one or some which don't load properly, giving 0 bytes or a too small number of bytes which makes the file unuseable.
I read the following post and have been using these GCD methods for a while but I'm not sure where I'm wrong here:
http://www.raywenderlich.com/60749/grand-central-dispatch-in-depth-part-1
Any help greatly appreciated as usual
edit: Updated with completion closure and found possibly a bug
I have created a closure function as below and use it in another helper method which checks for any errors such as sourceFile.length being 0 once loaded. However, all files exhibit a 0 length which is not possible as I checked each file's audio properties using finder's property command+i.
func synthesise(type: String, name: String, completion: (success: Bool)->()) {
if !NSFileManager.defaultManager().fileExistsAtPath("\(dataPath)\(type)/\(name)/\(name).aiff"){
do{
try NSFileManager().createDirectoryAtPath("\(dataPath)\(type)/\(name)/", withIntermediateDirectories: true, attributes: nil)
let URL = NSURL(fileURLWithPath: "\(dataPath)\(type)/\(name)/\(name).aiff")
let success = self.synth.startSpeakingString(name, toURL: URL)
completion(success: success)
}catch{
print("error occured")
}
}
}
func loadSpeech(type: String, name: String){
synthesise(type, name: name, completion: {(success: Bool)->Void in
if success{
print("File \(name) created successfully with return \(self.synthSuccess), checking file integrity")
let URL = NSURL(fileURLWithPath: "\(self.dataPath)\(type)/\(name)/\(name).aiff")
do{
let source = try AVAudioFile(forReading: URL)
print("File has length: \(source.)")
}catch{
print("error loading file")
}
}else{
print("creation unsuccessful, trying again")
self.loadSpeech(type, name: name)
}
})
}
The files are generated with their folders and both the method startSpeakingString->Bool and the delegate function I have in my class which updates the synthSuccess property show true. So I load an AVAudioFile to check its length. All file lengths are 0. Which they are not except for one.
When I say bug, this is from another part of the app where I load an AVAudioEngine and start loading buffers with the frameCount argument set to sourceAudioFile.length which gives a diagnostic error but this is out of context right now.

startSpeakingString(_:toURL:) will start an asynchronous task in the background. Effectively, your code starts a number of asynchronous tasks that run concurrently. This may be the cause of the problem that you experience.
A solution would need to ensure that only one task is active at a time.
The problem with startSpeakingString(_:toURL:) is, that it starts an asynchronous task - but the function itself provides no means to get notified when this task is finished.
However, there's a delegate which you need to setup in order to be notified.
So, your solution will require to define a NSSpeechSynthesizerDelegate.
You may want to create your own helper class that exposes an asynchronous function which has a completion handler:
func exportSpeakingString(string: String, url: NSURL,
completion: (NSURL?, ErrorType?) -> ())
Internally, the class creates an instance of NSSpeechSynthesizer and NSSpeechSynthesizerDelegate and implements the delegate methods accordingly.
To complete the challenge, you need to search for an approach to run several asynchronous functions sequentially. There are already solutions on SO.
Edit:
I setup my own project to either confirm or neglect a possible issue in the NSSpeechSynthesizer system framework. So far, may own tests confirm that NSSpeechSynthesizer works as expected.
However, there are few subtleties worth mentioning:
Ensure you create a valid file URL which you pass as an argument to parameter URL in method startSpeakingString(:toURL:).
Ensure you choose an extension for the output file which is known by NSSpeechSynthesizer and the system frameworks playing this file, for example .aiff. Unfortunately, the documentation is quite lacking here - so I had to trial and error. The list of supported audio file formats by QuickTime may help here. Still, I have no idea how NSSpeechSynthesizer selects the output format.
The following two classes compose a simple easy to use library:
import Foundation
import AppKit
enum SpeechSynthesizerError: ErrorType {
case ErrorActive
case ErrorURL(message: String)
case ErrorUnknown
}
internal class InternalSpeechSynthesizer: NSObject, NSSpeechSynthesizerDelegate {
typealias CompletionFunc = (NSURL?, ErrorType?) -> ()
private let synthesizer = NSSpeechSynthesizer(voice: nil)!
private var _completion: CompletionFunc?
private var _url: NSURL?
override init() {
super.init()
synthesizer.delegate = self
}
// CAUTION: This call is not thread-safe! Ensure that multiple method invocations
// will be called from the same thread!
// Only _one_ task can be active at a time.
internal func synthesize(input: String, output: NSURL, completion: CompletionFunc) {
guard _completion == nil else {
dispatch_async(dispatch_get_global_queue(QOS_CLASS_USER_INITIATED, 0)) {
completion(nil, SpeechSynthesizerError.ErrorActive)
}
return
}
guard output.path != nil else {
dispatch_async(dispatch_get_global_queue(QOS_CLASS_USER_INITIATED, 0)) {
completion(nil, SpeechSynthesizerError.ErrorURL(message: "The URL must be a valid file URL."))
}
return
}
_completion = completion
_url = output
if !synthesizer.startSpeakingString(input, toURL: output) {
fatalError("Could not start speeaking")
}
}
internal func speechSynthesizer(sender: NSSpeechSynthesizer,
willSpeakWord characterRange: NSRange,
ofString string: String)
{
NSLog("willSpeakWord")
}
internal func speechSynthesizer(sender: NSSpeechSynthesizer,
willSpeakPhoneme phonemeOpcode: Int16)
{
NSLog("willSpeakPhoneme")
}
internal func speechSynthesizer(sender: NSSpeechSynthesizer,
didEncounterErrorAtIndex characterIndex: Int,
ofString string: String,
message: String)
{
NSLog("didEncounterErrorAtIndex")
}
internal func speechSynthesizer(sender: NSSpeechSynthesizer,
didFinishSpeaking finishedSpeaking: Bool)
{
assert(self._url != nil)
assert(self._url!.path != nil)
assert(self._completion != nil)
var error: ErrorType?
if !finishedSpeaking {
do {
error = try self.synthesizer.objectForProperty(NSSpeechErrorsProperty) as? NSError
} catch let err {
error = err
}
}
let url: NSURL? = NSFileManager.defaultManager().fileExistsAtPath(self._url!.path!) ? self._url : nil
let completion = self._completion!
dispatch_async(dispatch_get_global_queue(QOS_CLASS_USER_INITIATED, 0)) {
if url == nil && error == nil {
error = SpeechSynthesizerError.ErrorUnknown
}
completion(url, error)
}
_completion = nil
_url = nil
}
}
public struct SpeechSynthesizer {
public init() {}
private let _synthesizer = InternalSpeechSynthesizer()
public func synthesize(input: String, output: NSURL, completion: (NSURL?, ErrorType?) -> ()) {
_synthesizer.synthesize(input, output: output) { (url, error) in
completion(url, error)
}
}
}
You can use it as shown below:
func testExample() {
let expect = self.expectationWithDescription("future should be fulfilled")
let synth = SpeechSynthesizer()
let url = NSURL(fileURLWithPath: "/Users/me/Documents/speech.aiff")
synth.synthesize("Hello World!", output: url) { (url, error) in
if let url = url {
print("URL: \(url)")
}
if let error = error {
print("Error: \(error)")
}
expect.fulfill()
}
self.waitForExpectationsWithTimeout(1000, handler: nil)
// Test: output file should exist.
}

In the code above, check the result of the call to synth.startSpeakingString(name, toURL: URL), which can return false if the synthesiser could not start speaking. If it fails, find out why, or just retry it.
Plus, add [NSSpeechSynthesiserDelegate][1], and look for the speechSynthesizer:didFinishSpeaking: callbacks there. When the synthesiser thinks it has finished speaking, check the file size. If it is zero, retry the operation.

Related

Issues with writing to Firebase database with updateChildValues with completion block

I am trying to write some entries to a Firebase Realtime database updateChildValues (...). Things are working just fine unless I add completion block to the command.
Anyone having faced similar issues?
This code works just fine:
private func createCalendarEntry(userId: String){
var dbCalendarEntry = [String: Any]()
let ref = Database.database().reference().child("calendar").child(userId)
dbCalendarEntry["name"] = event.name
ref.updateChildValues(dbCalendarEntry)
}
Adding the completion block, nothing happens:
private func createCalendarEntry(userId: String), completion: ((Error?,String?) -> ())?) {
ref.updateChildValues(dbCalendarEntry, withCompletionBlock: { (error, reference) in
if error != nil {
print("Error updating data:")
completion?(error, ref.key)
}
else
{
print("No Error")
completion?(nil,nil)
}
})
}

Can't get data returned from dataTask()

For one week I have been trying to get a string returned from dataTask().
I already read a lot here on StackOverFlow and also from serval sites where they tackle this topic. For example, this one. So I already understand that it's that the dataTask doesn't directly return values, cause it happens on different threads and so on. I also read about closures and completion handlers. I really got the feeling that I actually already got a little clue what this is about. But I can't get it to work.
So this is my code. I just post the whole code so no-one needs to worry that the problem sticks in a part which I don't show. Everything is working fine until I try to return a value and save it for example in a variable:
func requestOGD(code gtin: String, completion: #escaping (_ result: String) -> String) {
// MARK: Properties
var answerList: [String.SubSequence] = []
var answerDic: [String:String] = [:]
var product_name = String()
var producer = String()
// Set up the URL request
let ogdAPI = String("http://opengtindb.org/?ean=\(gtin)&cmd=query&queryid=400000000")
guard let url = URL(string: ogdAPI) else {
print("Error: cannot create URL")
return
}
let urlRequest = URLRequest(url: url)
// set up the session
let config = URLSessionConfiguration.default
let session = URLSession(configuration: config)
// make the request
let task = session.dataTask(with: urlRequest) {
(data, response, error) in
// check for any errors
guard error == nil else {
print("error calling GET on /todos/1")
print(error!)
return
}
// make sure we got data
guard let responseData = data else {
print("Error: did not receive data")
return
}
// parse the result, which is String. It willbecome split and placed in a dictionary
do {
let answer = (String(decoding: responseData, as: UTF8.self))
answerList = answer.split(separator: "\n")
for entry in answerList {
let entry1 = entry.split(separator: "=")
if entry1.count > 1 {
let foo = String(entry1[0])
let bar = String(entry1[1])
answerDic[foo] = "\(bar)"
}
}
if answerDic["error"] == "0" {
product_name = answerDic["detailname"]!
producer = answerDic["vendor"]!
completion(product_name)
} else {
print("Error-Code der Seite lautet: \(String(describing: answerDic["error"]))")
return
}
}
}
task.resume()
Here I call my function, and no worries, I also tried to directly return it to the var foo, also doesn't work The value only exists within the closure:
// Configure the cell...
var foo:String = ""
requestOGD(code: listOfCodes[indexPath.row]) { (result: String) in
print(result)
foo = result
return result
}
print("Foo:", foo)
cell.textLabel?.text = self.listOfCodes[indexPath.row] + ""
return cell
}
So my problem is, I have the feeling, that I'm not able to get a value out of a http-request.
You used a completion handler in your call to requestOGD:
requestOGD(code: listOfCodes[indexPath.row]) {
(result: String) in
// result comes back here
}
But then you tried to capture and return that result:
foo = result
return result
So you're making the same mistake here that you tried to avoid making by having the completion handler in the first place. The call to that completion handler is itself asynchronous. So you face the same issue again. If you want to extract result at this point, you would need another completion handler.
To put it in simple terms, this is the order of operations:
requestOGD(code: listOfCodes[indexPath.row]) {
(result: String) in
foo = result // 2
}
print("Foo:", foo) // 1
You are printing foo before the asynchronous code runs and has a chance to set foo in the first place.
In the larger context: You cannot use any asynchronously gathered material in cellForRowAt. The cell is returned before the information is gathered. That's what asynchronous means. You can't work around that by piling on further levels of asynchronicity. You have to change your entire strategy.

Updating UI after retrieving device settings

I want to do something simple in Swift. I have to retrieve some setting from a device and then initialize some UI controls with those settings. It may take a few seconds to complete the retrieval so I don't want the code to continue until after the retrieval (async).
I have read countless posts on many websites including this one and read many tutorials. None seem to work for me.
Also, in the interest of encapsulation, I want to keep the details within the device object.
When I run the app I see the print from the initializing method before I see the print from the method.
// Initializing method
brightnessLevel = 100
device.WhatIsTheBrightnessLevel(level: &brightnessLevel)
print("The brightness level is \(brightnessLevel)")
// method with the data retrieval code
func WhatIsTheBrightnessLevel(level brightness: inout Int) -> CResults
{
var brightness: Int
var characteristic: HMCharacteristic
var name: String
var results: CResults
var timeout: DispatchTime
var timeoutResult: DispatchTimeoutResult
// Refresh the value by querying the lightbulb
name = m_lightBulbName
characteristic = m_brightnessCharacteristic!
brightness = 100
timeout = DispatchTime.now() + .seconds(CLightBulb.READ_VALUE_TIMEOUT)
timeoutResult = .success
results = CResults()
results.SetResult(code: CResults.code.success)
let dispatchGroup = DispatchGroup()
DispatchQueue.global(qos: .userInteractive).async
{
//let dispatchGroup = DispatchGroup()
dispatchGroup.enter()
characteristic.readValue(completionHandler:
{ (error) in
if error != nil
{
results.SetResult(code: CResults.code.homeKitError)
results.SetHomeKitDescription(text: error!.localizedDescription)
print("Error in reading the brightness level for \(name): \(error!.localizedDescription)")
}
else
{
brightness = characteristic.value as! Int
print("CLightBulb: -->Read the brightness level. It is \(brightness) at " + Date().description(with: Locale.current))
}
dispatchGroup.leave()
})
timeoutResult = dispatchGroup.wait(timeout: timeout)
if (timeoutResult == .timedOut)
{
results.SetResult(code: CResults.code.timedOut)
}
else
{
print("CLightBulb: (After wait) The brightness level is \(brightness) at " + Date().description(with: Locale.current))
self.m_brightnessLevel = brightness
}
}
return(results)
}
Thank you!
If you're going to wrap an async function with your own function, it's generally best to give your wrapper function a completion handler as well. Notice the call to your completion handler. This is where you'd pass the resulting values (i.e. within the closure):
func getBrightness(characteristic: HMCharacteristic, completion: #escaping (Int?, Error?) -> Void) {
characteristic.readValue { (error) in
//Program flows here second
if error == nil {
completion(characteristic.value as? Int, nil)
} else {
completion(nil, error)
}
}
//Program flows here first
}
Then when you call your function, you just need to make sure that you're handling the results within the completion handler (i.e. closure):
getBrightness(characteristic: characteristic) { (value, error) in
//Program flows here second
if error == nil {
if let value = value {
print(value)
}
} else {
print("an error occurred: \(error.debugDescription)")
}
}
//Program flows here first
Always keep in mind that code will flow through before the async function completes. So you have to structure your code so that anything that's depending on the value or error returned, doesn't get executed before completion.

How to make #escaping closure optional?

I am having difficulties with making this function pass through optional values, I am using an #escaping closure, but the issue arises where my code demands a certain parameter. So in this instance, I am trying to upload two images. However, the third parameter is giving me trouble. How can I make it so that a certain parameter(s) is optional/doesn't need to be called. And I can inject the data into a certain parameter if it does exist?
This is my code -
static func uploadImagesToFirebaseStorage(data: Data? = nil, secondData: Data? = nil, thirdData: Data? = nil, onSuccess: #escaping (_ imageURL: String, _ secondImageURL: String?, _ thirdImageURL: String?) -> Void) {
let firstPhotoIdString = NSUUID().uuidString
let secondPhotoIdString = NSUUID().uuidString
let thirdPhotoIdString = NSUUID().uuidString
let storageRef = Storage.storage().reference(forURL: Config.STORAGE_REF_ROOT ).child("posts").child(firstPhotoIdString)
storageRef.putData(data!, metadata: nil) { (metadata, error) in
if error != nil {
ProgressHUD.showError(error?.localizedDescription)
return
}
let secondStorageRef = Storage.storage().reference(forURL: Config.STORAGE_REF_ROOT ).child("posts").child(secondPhotoIdString)
secondStorageRef.putData(secondData!, metadata: nil) { (secondMetadata, error) in
if error != nil {
ProgressHUD.showError(error?.localizedDescription)
secondStorageRef.setValue(nil, forKey: secondPhotoIdString)
return
}
let thirdStorageRef = Storage.storage().reference(forURL: Config.STORAGE_REF_ROOT ).child("posts").child(thirdPhotoIdString)
thirdStorageRef.putData(thirdData!, metadata: nil) { (thirdMetadata, error) in
if error != nil {
ProgressHUD.showError(error?.localizedDescription)
return
}
if let firstPhotoURL = metadata?.downloadURL()?.absoluteString, let secondPhotoURL = secondMetadata?.downloadURL()?.absoluteString, let thirdPhotoURL = thirdMetadata?.downloadURL()?.absoluteString {
onSuccess(firstPhotoURL, secondPhotoURL, thirdPhotoURL)
}
}
}
}
}
I will do conditional checks to see if there is valid data to pass through but I want this type of outcome:
If value doesn't exist I do not need to include a certain parameter(s), after the conditional checks have been done
If it doesn't exist, forget about that parameter and carry on
I have found that if can make multiple instances of the same code and change the parameters, but I will need 20 instances, and as you can tell, that would not be efficient what so ever. So how can I have all parameters optional and pass data through without the code needing/demand every parameter?
I know a similar question has been asked, but I read it and didn't find it useful.
Thank you.
EDIT - More information
I am trying to upload images to Firebase. I have three parameters (for 3 images), however, I would like the function to be scalable in terms of it doesn't matter how many images I have, I can upload accordingly.
This is my call to the function:
static func uploadDataToServer(data: Data, secondData: Data? = nil, thirdData: Data? = nil, firstVideoURL: URL? = nil, secondVideoURL: URL? = nil, thirdVideoURL: URL? = nil, caption: String, onSuccess: #escaping () -> Void) {
if let secondImageData = secondData {
uploadImagesToFirebaseStorage(data: data, secondData: secondImageData) { (firstPhotoURL, secondPhotoURL, nil ) in
self.sendDataToDatabase(firstPhotoURL: firstPhotoURL, secondPhotoURL: secondPhotoURL, caption: caption, onSuccess: onSuccess)
}
}
}
}
In the above code, I am trying to upload two images, even thought I have three parameters hence why I set all but the first data AKA first image to nil. My issue is the code either expects a third image or it will crash because there is no third image. I inject the image from the ViewController class by passing the image (from the ImagePickerController) and using UIImageJPEGRepresentation().

Best way to handle errors from async closures in Swift 2?

I'm using a lot of async network request (btw any network request in iOS need to by async) and I'm finding way to better handle errors from Apple's dataTaskWithRequest which not supports throws.
I have code like that:
func sendRequest(someData: MyCustomClass?, completion: (response: NSData?) -> ()) {
let request = NSURLRequest(URL: NSURL(string: "http://google.com")!)
if someData == nil {
// throw my custom error
}
let task = NSURLSession.sharedSession().dataTaskWithRequest(request) {
data, response, error in
// here I want to handle Apple's error
}
task.resume()
}
I need to parse my possible custom errors and handle possible connection errors from dataTaskWithRequest. Swift 2 introduced throws, but you can't throw from Apple's closure because they have no throw support and running async.
I see only way to add to my completion block NSError returning, but as I know using NSError is old-style Objective-C way. ErrorType can be used only with throws (afaik).
What's the best and most modern method to handle error when using Apple network closures? There is no way no use throws in any async network functions as I understand?
there are many ways you can solve this, but i would recommend using a completion block which expects a Result Enum. this would probably be the most 'Swift' way.
the result enum has exactly two states, success and error, which a big advantage to the usual two optional return values (data and error) which lead to 4 possible states.
enum Result<T> {
case Success(T)
case Error(String, Int)
}
Using the result enum in a completion block finishes the puzzle.
let InvalidURLCode = 999
let NoDataCode = 998
func getFrom(urlString: String, completion:Result<NSData> -> Void) {
// make sure the URL is valid, if not return custom error
guard let url = NSURL(string: urlString) else { return completion(.Error("Invalid URL", InvalidURLCode)) }
let request = NSURLRequest(URL: url)
NSURLSession.sharedSession().dataTaskWithRequest(request) { data, response, error in
// if error returned, extract message and code then pass as Result enum
guard error == nil else { return completion(.Error(error!.localizedDescription, error!.code)) }
// if no data is returned, return custom error
guard let data = data else { return completion(.Error("No data returned", NoDataCode)) }
// return success
completion(.Success(data))
}.resume()
}
because the return value is a enum, you should switch off of it.
getFrom("http://www.google.com") { result in
switch result {
case .Success(let data):
// handle successful data response here
let responseString = String(data:data, encoding: NSASCIIStringEncoding)
print("got data: \(responseString)");
case .Error(let msg, let code):
// handle error here
print("Error [\(code)]: \(msg)")
}
}
another solution would be to pass two completion blocks, one for success and one for error. something along the lines of:
func getFrom(urlString: String, successHandler:NSData -> Void, errorHandler:(String, Int) -> Void)
It's very similar to Casey's answer,
but with Swift 5, now we have Result (generic enumeration) implementation in standard library,
//Don't add this code to your project, this has already been implemented
//in standard library.
public enum Result<Success, Failure: Error> {
case success(Success), failure(Failure)
}
It's very easy to use,
URLSession.shared.dataTask(with: url) { (result: Result<(response: URLResponse, data: Data), Error>) in
switch result {
case let .success(success):
handleResponse(success.response, data: success.data)
case let .error(error):
handleError(error)
}
}
https://developer.apple.com/documentation/swift/result
https://github.com/apple/swift-evolution/blob/master/proposals/0235-add-result.md
There's an elegant approach utilising a JavaScript-like Promise library or a Scala-like "Future and Promise" library.
Using Scala-style futures and promises, it may look as follows:
Your original function
func sendRequest(someData: MyCustomClass?, completion: (response: NSData?) -> ())
may be implemented as shown below. It also shows, how to create a promise, return early with a failed future and how to fulfill/reject a promise:
func sendRequest(someData: MyCustomClass) -> Future<NSData> {
guard let url = ... else {
return Future.failure(MySessionError.InvalidURL) // bail out early with a completed future
}
let request = ... // setup request
let promise = Promise<NSData>()
NSURLSession.sharedSession().dataTaskWithRequest(request) { data, response, error in
guard let error = error else {
promise.reject(error) // Client error
}
// The following assertions should be true, unless error != nil
assert(data != nil)
assert(response != nil)
// We expect HTTP protocol:
guard let response = response! as NSHTTPURLResponse else {
promise.reject(MySessionError.ProtocolError) // signal that we expected HTTP.
}
// Check status code:
guard myValidStatusCodeArray.contains(response.statusCode) else {
let message: String? = ... // convert the response data to a string, if any and if possible
promise.reject(MySessionError.InvalidStatusCode(statusCode: response.statusCode, message: message ?? ""))
}
// Check MIME type if given:
if let mimeType = response.MIMEType {
guard myValidMIMETypesArray.contains(mimeType) else {
promise.reject(MySessionError.MIMETypeNotAccepted(mimeType: mimeType))
}
} else {
// If we require a MIMEType - reject the promise.
}
// transform data to some other object if desired, can be done in a later, too.
promise.fulfill(data!)
}.resume()
return promise.future!
}
You might expect a JSON as response - if the request succeeds.
Now, you could use it as follows:
sendRequest(myObject).map { data in
return try NSJSONSerialization.dataWithJSONObject(data, options: [])
}
.map { object in
// the object returned from the step above, unless it failed.
// Now, "process" the object:
...
// You may throw an error if something goes wrong:
if failed {
throw MyError.Failed
}
}
.onFailure { error in
// We reach here IFF an error occurred in any of the
// previous tasks.
// error is of type ErrorType.
print("Error: \(error)")
}