From 0948944e1ce2fdac0e10e82a2f329201330ec5a9 Mon Sep 17 00:00:00 2001 From: Eric Windmill Date: Thu, 14 Dec 2023 13:29:15 -0500 Subject: [PATCH] Concurrency overview page update (#5402) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This is the first PR of two that will update isolate documentation. It was decided that we should split [the original PR](https://github.com/dart-lang/site-www/pull/5332) into two. This PR updates documentation at language/concurrency with more information. Fixes https://github.com/dart-lang/site-www/issues/3720 --- - [x] I’ve reviewed the contributor guide and applied the relevant portions to this PR. - [x] This PR doesn’t contain automatically generated corrections or text (Grammarly, LLMs, and similar). - [x] This PR follows the [Google Developer Documentation Style Guidelines](https://developers.google.com/style) — for example, it doesn’t use _i.e._ or _e.g._, and it avoids _I_ and _we_ (first person). - [x] This PR uses [semantic line breaks](https://github.com/dart-lang/site-shared/blob/main/doc/writing-for-dart-and-flutter-websites.md#semantic-line-breaks) of 80 characters or fewer. --------- Co-authored-by: Marya <111139605+MaryaBelanger@users.noreply.github.com> Co-authored-by: Parker Lougheed --- .../concurrency/lib/await_for_syntax.dart | 6 + examples/concurrency/lib/future_syntax.dart | 14 + .../concurrency/lib/isolate_run_syntax.dart | 11 + .../concurrency/lib/isolate_spawn_syntax.dart | 52 ++ examples/concurrency/lib/stream_syntax.dart | 1 + src/_data/side-nav.yml | 4 +- .../language/concurrency/async-event-loop.png | Bin 0 -> 89732 bytes .../img/language/concurrency/basics-await.png | Bin 12969 -> 12951 bytes .../language/concurrency/basics-isolate.png | Bin 8179 -> 19541 bytes .../concurrency/basics-main-isolate.png | Bin 6209 -> 22783 bytes .../language/concurrency/event-handling.png | Bin 18451 -> 0 bytes .../img/language/concurrency/event-jank.png | Bin 17694 -> 33572 bytes .../img/language/concurrency/event-loop.png | Bin 3210 -> 14668 bytes .../img/language/concurrency/isolate-api.png | Bin 20482 -> 0 bytes .../concurrency/isolate-bg-worker.png | Bin 14563 -> 30784 bytes .../concurrency/isolate-custom-bg-worker.png | Bin 24456 -> 0 bytes .../language/coming-from/swift-to-dart.md | 2 +- src/language/async.md | 6 +- src/language/concurrency.md | 668 ++++++++---------- src/language/error-handling.md | 2 +- src/language/modifier-reference.md | 4 +- src/tutorials/server/fetch-data.md | 2 +- 22 files changed, 399 insertions(+), 373 deletions(-) create mode 100644 examples/concurrency/lib/await_for_syntax.dart create mode 100644 examples/concurrency/lib/future_syntax.dart create mode 100644 examples/concurrency/lib/isolate_run_syntax.dart create mode 100644 examples/concurrency/lib/isolate_spawn_syntax.dart create mode 100644 examples/concurrency/lib/stream_syntax.dart create mode 100644 src/assets/img/language/concurrency/async-event-loop.png delete mode 100644 src/assets/img/language/concurrency/event-handling.png delete mode 100644 src/assets/img/language/concurrency/isolate-api.png delete mode 100644 src/assets/img/language/concurrency/isolate-custom-bg-worker.png diff --git a/examples/concurrency/lib/await_for_syntax.dart b/examples/concurrency/lib/await_for_syntax.dart new file mode 100644 index 0000000000..772f9ff08c --- /dev/null +++ b/examples/concurrency/lib/await_for_syntax.dart @@ -0,0 +1,6 @@ +Stream sumStream(Stream stream) async* { + var sum = 0; + await for (final value in stream) { + yield sum += value; + } +} diff --git a/examples/concurrency/lib/future_syntax.dart b/examples/concurrency/lib/future_syntax.dart new file mode 100644 index 0000000000..a099775207 --- /dev/null +++ b/examples/concurrency/lib/future_syntax.dart @@ -0,0 +1,14 @@ +// ignore_for_file: unused_element +import 'dart:io'; + +// #docregion +Future _readFileAsync(String filename) { + final file = File(filename); + + // .readAsString() returns a Future. + // .then() registers a callback to be executed when `readAsString` resolves. + return file.readAsString().then((contents) { + return contents.trim(); + }); +} +// #enddocregion diff --git a/examples/concurrency/lib/isolate_run_syntax.dart b/examples/concurrency/lib/isolate_run_syntax.dart new file mode 100644 index 0000000000..bb118e8838 --- /dev/null +++ b/examples/concurrency/lib/isolate_run_syntax.dart @@ -0,0 +1,11 @@ +import 'dart:isolate'; + +// #docregion +int slowFib(int n) => n <= 1 ? 1 : slowFib(n - 1) + slowFib(n - 2); + +// Compute without blocking current isolate. +void fib40() async { + var result = await Isolate.run(() => slowFib(40)); + print('Fib(40) = $result'); +} +// #enddocregion diff --git a/examples/concurrency/lib/isolate_spawn_syntax.dart b/examples/concurrency/lib/isolate_spawn_syntax.dart new file mode 100644 index 0000000000..07cf29a60b --- /dev/null +++ b/examples/concurrency/lib/isolate_spawn_syntax.dart @@ -0,0 +1,52 @@ +import 'dart:async'; +import 'dart:convert'; +import 'dart:isolate'; + +// #docregion +class Worker { + late SendPort _sendPort; + final Completer _isolateReady = Completer.sync(); + + Future parseJson(String message) async { + await _isolateReady.future; + _sendPort.send(message); + } + + Future spawn(Function(Map) onReceiveMessage) async { + final receivePort = ReceivePort(); + receivePort.listen((message) { + if (message is SendPort) { + _sendPort = message; + _isolateReady.complete(); + } else if (message is Map) { + onReceiveMessage(message); + } + }); + await Isolate.spawn(_readAndComputeOnIsolate, receivePort.sendPort); + } + + static void _readAndComputeOnIsolate(SendPort port) { + final receivePort = ReceivePort(); + port.send(receivePort.sendPort); + + receivePort.listen((dynamic message) async { + if (message is String) { + final decoded = jsonDecode(message); + port.send(decoded); + } + }); + } +} +// #enddocregion + +// This method represents your app-specific functionality. +// After the Isolate decodes a large bit of json, it will be received here +void onReceiveMessage(Map message) { + print(message); +} + +void main() async { + final worker = Worker(); + await worker.spawn(onReceiveMessage); + await worker.parseJson('{"key":"value"}'); +} diff --git a/examples/concurrency/lib/stream_syntax.dart b/examples/concurrency/lib/stream_syntax.dart new file mode 100644 index 0000000000..ae05ed8220 --- /dev/null +++ b/examples/concurrency/lib/stream_syntax.dart @@ -0,0 +1 @@ +Stream stream = Stream.periodic(const Duration(seconds: 1), (i) => i * i); diff --git a/src/_data/side-nav.yml b/src/_data/side-nav.yml index 1e5517a741..da53390faa 100644 --- a/src/_data/side-nav.yml +++ b/src/_data/side-nav.yml @@ -97,10 +97,10 @@ permalink: /language/modifier-reference - title: Concurrency children: + - title: Overview + permalink: /language/concurrency - title: Asynchronous support permalink: /language/async - - title: Isolates - permalink: /language/concurrency - title: Null safety expanded: false children: diff --git a/src/assets/img/language/concurrency/async-event-loop.png b/src/assets/img/language/concurrency/async-event-loop.png new file mode 100644 index 0000000000000000000000000000000000000000..004029e8a8c0b2ff78c2ac7ba87f05d00921c48a GIT binary patch literal 89732 zcmeFY^;^^LA3timEf6s%Nf9NbN5>ST8>AVN?rzwa0jQ)%gMf553`R|<(cL4YV>ApH zW81;c_nh+&oL|pNV(qbIv|?HYxO@>|_&*KS8&yLQv+ z?(Hi{eBfsI)#0AIva#2-YvfPaD4@;###vi^LS&(P(ifh*o 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$MWd1=t|;qK&a5`TeHH- WHp#rVPl43>cq)n-3Z*a2zWfglv`~`( diff --git a/src/guides/language/coming-from/swift-to-dart.md b/src/guides/language/coming-from/swift-to-dart.md index dfedc504da..5b99a680cd 100644 --- a/src/guides/language/coming-from/swift-to-dart.md +++ b/src/guides/language/coming-from/swift-to-dart.md @@ -2407,7 +2407,7 @@ and won't be covered here. Each isolate has its own event loop. For more information, see [How isolates work][]. -[How isolates work]: /language/concurrency#how-isolates-work +[How isolates work]: /language/concurrency ### Futures diff --git a/src/language/async.md b/src/language/async.md index f8359e572b..48b57cad83 100644 --- a/src/language/async.md +++ b/src/language/async.md @@ -3,11 +3,11 @@ title: Asynchrony support description: Information on writing asynchronous code in Dart. short-title: Async prevpage: - url: /language/modifier-reference - title: Class modifiers reference -nextpage: url: /language/concurrency title: Concurrency +nextpage: + url: /null-safety + --- diff --git a/src/language/concurrency.md b/src/language/concurrency.md index 0f75686d01..63ce3bc40d 100644 --- a/src/language/concurrency.md +++ b/src/language/concurrency.md @@ -4,6 +4,9 @@ description: >- Use isolates to enable parallel code execution on multiple processor cores. short-title: Concurrency prevpage: + url: /language/modifier-reference + title: Class modifiers reference +nextpage: url: /language/async title: Async --- @@ -16,87 +19,112 @@ prevpage: } -Dart supports concurrent programming with async-await, isolates, and -classes such as `Future` and `Stream`. -This page gives an overview of async-await, `Future`, and `Stream`, -but it's mostly about isolates. +This page contains a conceptual overview of how concurrent programming works in +Dart. It explains the event-loop, async language features, and isolates from +a high-level. For more practical code examples of using async features, +read the [Asynchrony support](/language/async). -Within an app, all Dart code runs in an _isolate._ -Each Dart isolate has a single thread of execution and -shares no mutable objects with other isolates. -To communicate with each other, -isolates use message passing. -Many Dart apps use only one isolate, the _main isolate_. -You can create additional isolates to enable -parallel code execution on multiple processor cores. +Concurrent programming in Dart refers to both asynchronous APIs, like `Future` +and `Stream`, and *isolates*, which allow you to move processes to separate +cores. -Although Dart's isolate model is built with underlying primitives -such as processes and threads -that the operating system provides, -the Dart VM's use of these primitives -is an implementation detail that this page doesn't discuss. +All Dart code runs in isolates, starting in the default main isolate, +and optionally expanding to whatever subsequent isolates you +explicitly create. When you spawn a new isolate, +it has its own isolated memory, and its own event loop. +The event loop is what makes asynchronous and +concurrent programming possible in Dart. -## Asynchrony types and syntax +## Event Loop -If you're already familiar with `Future`, `Stream`, and async-await, -then you can skip ahead to the [isolates section][]. +Dart’s runtime model is based on an event loop. +The event loop is responsible for executing your program's code, +collecting and processing events, and more. -[isolates section]: #how-isolates-work +As your application runs, all events are added to a queue, +called the *event queue*. +Events can be anything from requests to repaint the UI, +to user taps and keystrokes, to I/O from the disk. +Because your app can’t predict what order events will happen, +the event loop processes events in the order they're queued, one at a time. +![A figure showing events being fed, one by one, into the +event loop](/assets/img/language/concurrency/event-loop.png) -### Future and Stream types +The way the event loop functions resembles this code: -The Dart language and libraries use `Future` and `Stream` objects to -represent values to be provided in the future. -For example, a promise to eventually provide an `int` value -is typed as `Future`. -A promise to provide a series of `int` values -has the type `Stream`. +```dart +while (eventQueue.waitForEvent()) { + eventQueue.processNextEvent(); +} +``` -As another example, consider the dart:io methods for reading files. -The synchronous `File` method [`readAsStringSync()`][] -reads a file synchronously, -blocking until the file is either fully read or an error occurs. -The method then either returns an object of type `String` -or throws an exception. -The asynchronous equivalent, [`readAsString()`][], -immediately returns an object of type `Future`. -At some point in the future, -the `Future` completes with either a string value or an error. +This example event loop is synchronous and runs on a single thread. +However, most Dart applications need to do more than one thing at a time. +For example, a client application might need to execute an HTTP request, +while also listening for a user to tap a button. +To handle this, Dart offers many async APIs, +like [Futures, Streams, and async-await](/language/async). +These APIs are built around this event loop. -[`readAsStringSync()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-io/File/readAsStringSync.html -[`readAsString()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-io/File/readAsString.html +For example, consider making a network request: +```dart +http.get('https://example.com').then((response) { + if (response.statusCode == 200) { + print('Success!')' + } +} +``` + +When this code reaches the event loop, it immediately calls the +first clause, `http.get`, and returns a `Future`. +It also tells the event loop to hold onto the callback in the `then()` clause +until the HTTP request resolves. When that happens, it should +execute that callback, passing the result of the request as an argument. + +![Figure showing async events being added to an event loop and +holding onto a callback to execute later +.](/assets/img/language/concurrency/async-event-loop.png) -#### Why asynchronous code matters +This same model is generally how the event loop handles all other +asynchronous events in Dart, such as [`Stream`][] objects. -It matters whether a method is synchronous or asynchronous -because most apps need to do more than one thing at a time. +[`Stream`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-async/Stream-class.html -Asynchronous computations are often the result of performing computations -outside of the current Dart code; -this includes computations that don't complete immediately, -and where you aren't willing to block your Dart code waiting for the result. -For example, an app might start an HTTP request, -but need to update its display or respond to user input -before the HTTP request completes. -Asynchronous code helps apps stay responsive. +## Asynchronous programming + +This section summarizes the different types and syntaxes of asynchronous programming in Dart. +If you're already familiar with `Future`, `Stream`, and async-await, +then you can skip ahead to the [isolates section][]. -These scenarios include operating system calls like -non-blocking I/O, performing an HTTP request, or communicating with a browser. -Other scenarios include waiting for computations -performed in another Dart isolate as described below, -or maybe just waiting for a timer to trigger. -All of these processes either run in a different thread, -or are handled by the operating system or the Dart runtime, -which allows Dart code to run concurrently with the computation. +[isolates section]: #isolates +### Futures + +A `Future` represents the result of an asynchronous operation that will +eventually complete with a value or an error. + +In this sample code, the return type of `Future` represents a +promise to eventually provide a `String` value (or error). + + +```dart +Future _readFileAsync(String filename) { + final file = File(filename); + + // .readAsString() returns a Future. + // .then() registers a callback to be executed when `readAsString` resolves. + return file.readAsString().then((contents) { + return contents.trim(); + }); +} +``` ### The async-await syntax -The `async` and `await` keywords provide -a declarative way to define asynchronous functions -and use their results. +The `async` and `await` keywords provide a declarative way to define +asynchronous functions and use their results. Here's an example of some synchronous code that blocks while waiting for file I/O: @@ -144,80 +172,113 @@ void main() [!async!] { {% endprettify %} The `main()` function uses the `await` keyword in front of `_readFileAsync()` -to let other Dart code (such as event handlers) use the CPU -while native code (file I/O) executes. -Using `await` also has the effect of -converting the `Future` returned by `_readFileAsync()` into a `String`. -As a result, the `contents` variable has the implicit type `String`. +to let other Dart code (such as event handlers) use the CPU while native code +(file I/O) executes. Using `await` also has the effect of converting +the `Future` returned by `_readFileAsync()` into a `String`. As a +result, the `contents` variable has the implicit type `String`. {{site.alert.note}} - The `await` keyword works only in functions that - have `async` before the function body. +The `await` keyword works only in functions that have `async` before the +function body. {{site.alert.end}} -As the following figure shows, -the Dart code pauses while `readAsString()` executes non-Dart code, -in either the Dart virtual machine (VM) or the operating system (OS). +As the following figure shows, the Dart code pauses while `readAsString()` +executes non-Dart code, in either the Dart runtime or the operating system. Once `readAsString()` returns a value, Dart code execution resumes. -![Flowchart-like figure showing app code executing from start to exit, waiting for native I/O in between](/assets/img/language/concurrency/basics-await.png) +![Flowchart-like figure showing app code executing from start to exit, waiting +for native I/O in between](/assets/img/language/concurrency/basics-await.png) + +### Streams + +Dart also supports asynchronous code in the form of streams. Streams +provide values in the future and repeatedly over time. A promise to provide a +series of `int` values over time has the type `Stream`. -If you'd like to learn more about using `async`, `await`, and futures, -visit the [asynchronous programming codelab][]. +In the following example, the stream created with `Stream.periodic` +repeatedly emits a new `int` value every second. + + +```dart +Stream stream = Stream.periodic(const Duration(seconds: 1), (i) => i * i); +``` + +#### await-for and yield + +Await-for is a type of for loop that executes each subsequent iteration of the +loop as new values are provided. In other words, it’s used to “loop over” +streams. In this example, a new value will be emitted from the function +`sumStream` as new values are emitted from the stream that’s provided as an +argument. The `yield` keyword is used rather than `return` in functions that +return streams of values. + + +```dart +Stream sumStream(Stream stream) async* { + var sum = 0; + await for (final value in stream) { + yield sum += value; + } +} +``` + +If you'd like to learn more about using `async`, `await`, `Stream`s and +`Future`s, visit the [asynchronous programming codelab][]. [asynchronous programming codelab]: /codelabs/async-await +## Isolates -## How isolates work +Dart supports concurrency via isolates, in addition to [asynchronous APIs](#asynchronous-programming). +Most modern devices have multi-core +CPUs. To take advantage of multiple cores, developers sometimes use +shared-memory threads running concurrently. However, shared-state concurrency is +[error prone](https://en.wikipedia.org/wiki/Race_condition#In_software) and can +lead to complicated code. -Most modern devices have multi-core CPUs. -To take advantage of multiple cores, -developers sometimes use shared-memory threads running concurrently. -However, shared-state concurrency is -[error prone](https://en.wikipedia.org/wiki/Race_condition#In_software) and -can lead to complicated code. +Instead of threads, all Dart code runs inside isolates. +Using isolates, your Dart code can perform multiple independent tasks at once. +Isolates are like threads or processes, but each isolate has its own memory +and a single thread running an event loop. -Instead of threads, all Dart code runs inside of isolates. -Each isolate has its own memory heap, -ensuring that none of the state in an isolate is accessible from -any other isolate. -No shared state between isolates means concurrency complexities like +Each isolate has its own global fields, +ensuring that none of the state in an isolate is accessible +from any other isolate. Isolates can only communicate to each other via message +passing. No shared state between isolates means concurrency complexities like [mutexes or locks](https://en.wikipedia.org/wiki/Lock_(computer_science)) and [data races](https://en.wikipedia.org/wiki/Race_condition#Data_race) -won't occur in Dart. That said, -isolates don't prevent race conditions all together. - +won't occur in Dart. That said, isolates don't prevent race conditions all +together. For more information on this concurrency model, read about +the [Actor model](https://en.wikipedia.org/wiki/Actor_model). Using isolates, your Dart code can perform multiple independent tasks at once, -using additional processor cores if they're available. -Isolates are like threads or processes, -but each isolate has its own memory and a single thread running an event loop. +using additional processor cores if they're available. Isolates are like threads +or processes, but each isolate has its own memory and a single thread running an +event loop. {{site.alert.info}} - **Platform note:** - Only the [Dart Native platform][] implements isolates. - To learn more about the Dart Web platform, - see the [Concurrency on the web](#concurrency-on-the-web) section. +**Platform note:** +Only the [Dart Native platform][] implements isolates. +To learn more about the Dart Web platform, +see the [Concurrency on the web](#concurrency-on-the-web) section. {{site.alert.end}} [Dart Native platform]: /overview#platform ### The main isolate -You often don't need to think about isolates at all. -Dart programs run in the main isolate by default. -It's the thread where a program starts to run and execute, -as shown in the following figure: +In most cases, you don't need to think about isolates at all. Dart programs run +in the main isolate by default. It’s the thread where a program starts to run +and execute, as shown in the following figure: -![A figure showing a main isolate, which runs `main()`, responds to events, and then exits](/assets/img/language/concurrency/basics-main-isolate.png) +![A figure showing a main isolate, which runs `main()`, responds to events, +and then exits](/assets/img/language/concurrency/basics-main-isolate.png) -Even single-isolate programs can execute smoothly. -Before continuing to the next line of code, these apps use -[async-await][] to wait for asynchronous operations to complete. -A well-behaved app starts quickly, -getting to the event loop as soon as possible. -The app then responds to each queued event promptly, -using asynchronous operations as necessary. +Even single-isolate programs can execute smoothly. Before continuing to the next +line of code, these apps use [async-await][] to wait for asynchronous operations to +complete. A well-behaved app starts quickly, getting to the event loop as soon +as possible. The app then responds to each queued event promptly, using +asynchronous operations as necessary. [async-await]: {{site.url}}/codelabs/async-await @@ -226,7 +287,7 @@ using asynchronous operations as necessary. As the following figure shows, every isolate starts by running some Dart code, such as the `main()` function. -This Dart code might register some event listeners—to +This Dart code might register some event listeners—to respond to user input or file I/O, for example. When the isolate's initial function returns, the isolate stays around if it needs to handle events. @@ -234,306 +295,187 @@ After handling the events, the isolate exits. ![A more general figure showing that any isolate runs some code, optionally responds to events, and then exits](/assets/img/language/concurrency/basics-isolate.png) - ### Event handling -In a client app, the main isolate's event queue might contain -repaint requests and notifications of tap and other UI events. -For example, the following figure shows a repaint event, -followed by a tap event, followed by two repaint events. +In a client app, the main isolate's event queue might contain repaint requests +and notifications of tap and other UI events. For example, the following figure +shows a repaint event, followed by a tap event, followed by two repaint events. The event loop takes events from the queue in first in, first out order. ![A figure showing events being fed, one by one, into the event loop](/assets/img/language/concurrency/event-loop.png) -Event handling happens on the main isolate after `main()` exits. -In the following figure, after `main()` exits, -the main isolate handles the first repaint event. -After that, the main isolate handles the tap event, -followed by a repaint event. - -![A figure showing the main isolate executing event handlers, one by one](/assets/img/language/concurrency/event-handling.png) +Event handling happens on the main isolate after `main()` exits. In the +following figure, after `main()` exits, the main isolate handles the first +repaint event. After that, the main isolate handles the tap event, followed by a +repaint event. -If a synchronous operation takes too much processing time, -the app can become unresponsive. -In the following figure, the tap-handling code takes too long, -so subsequent events are handled too late. -The app might appear to freeze, -and any animation it performs might be jerky. +If a synchronous operation takes too much processing time, the app can become +unresponsive. In the following figure, the tap-handling code takes too long, so +subsequent events are handled too late. The app might appear to freeze, and any +animation it performs might be jerky. ![A figure showing a tap handler with a too-long execution time](/assets/img/language/concurrency/event-jank.png) In client apps, the result of a too-lengthy synchronous operation is often -[janky (non-smooth) UI animation][jank]. -Worse, the UI might become completely unresponsive. +[janky (non-smooth) UI animation][jank]. Worse, the UI might become completely +unresponsive. [jank]: {{site.flutter-docs}}/perf/rendering-performance - ### Background workers -If your app's UI becomes unresponsive due to -a time-consuming computation—[parsing a large JSON file][json], -for example—consider offloading that computation to a worker isolate, -often called a _background worker._ -A common case, shown in the following figure, -is spawning a simple worker isolate that -performs a computation and then exits. -The worker isolate returns its result in a message when the worker exits. +If your app's UI becomes unresponsive due to a time-consuming +computation—[parsing a large JSON file][json], for example—consider offloading +that computation to a worker isolate, often called a _background worker._ +A common case, shown in the following figure, is spawning a simple worker +isolate that performs a computation and then exits. The worker isolate returns +its result in a message when it exits. [json]: {{site.flutter-docs}}/cookbook/networking/background-parsing ![A figure showing a main isolate and a simple worker isolate](/assets/img/language/concurrency/isolate-bg-worker.png) -Each isolate message can deliver one object, -which includes anything that's transitively reachable from that object. -Not all object types are sendable, and -the send fails if any transitively reachable object is unsendable. -For example, you can send an object of type `List` only if -none of the objects in the list is unsendable. -If one of the objects is, say, a `Socket`, then -the send fails because sockets are unsendable. - -For information on the kinds of objects that you can send in messages, -see the API reference documentation for the [`send()` method][]. - A worker isolate can perform I/O -(reading and writing files, for example), set timers, and more. -It has its own memory and -doesn't share any state with the main isolate. -The worker isolate can block without affecting other isolates. - -[`send()` method]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/SendPort/send.html - -## Code examples - -This section discusses some examples -that use the `Isolate` API -to implement isolates. - -### Implementing a simple worker isolate - -These examples implement a main isolate -that spawns a simple worker isolate. -[`Isolate.run()`][] simplifies the steps behind -setting up and managing worker isolates: - -1. Spawns (starts and creates) an isolate -2. Runs a function on the spawned isolate -3. Captures the result -4. Returns the result to the main isolate -5. Terminates the isolate once work is complete -6. Checks, captures, and throws exceptions and errors back to the main isolate - -[`Isolate.run()`]: {{site.dart-api}}/dev/dart-isolate/Isolate/run.html - -{{site.alert.flutter-note}} - If you're using Flutter, - you can use [Flutter's `compute` function][] - instead of `Isolate.run()`. - On the [web](#web), the `compute` function falls back - to running the specified function on the current event loop. - Use `Isolate.run()` when targeting native platforms only, - for a more ergonomic API. -{{site.alert.end}} +(reading and writing files, for example), set timers, and more. It has its own +memory and doesn't share any state with the main isolate. The worker isolate can +block without affecting other isolates. -[native and non-native platforms]: /overview#platform -[Flutter's `compute` function]: {{site.flutter-api}}/flutter/foundation/compute.html +### Using isolates -#### Running an existing method in a new isolate +There are two ways to work with isolates in Dart, depending on the use-case: -The main isolate contains the code that spawns a new isolate: +* Use [`Isolate.run()`][] to perform a single computation on a separate thread. +* Use [`Isolate.spawn()`][] to create an isolate that will handle + multiple messages over time, or a background worker. - -```dart -const String filename = 'with_keys.json'; +In most cases, `Isolate.run` is the recommended +API to run processes in the background. -void main() async { - // Read some data. - final jsonData = await Isolate.run(_readAndParseJson); +#### `Isolate.run()` - // Use that data. - print('Number of JSON keys: ${jsonData.length}'); -} -``` - -The spawned isolate executes the function -passed as the first argument, `_readAndParseJson`: - - -```dart -Future> _readAndParseJson() async { - final fileData = await File(filename).readAsString(); - final jsonData = jsonDecode(fileData) as Map; - return jsonData; -} -``` - -1. `Isolate.run()` spawns an isolate, the background worker, - while `main()` waits for the result. - -2. The spawned isolate executes the argument passed to `run()`: - the function `_readAndParseJson()`. - -3. `Isolate.run()` takes the result from `return` - and sends the value back to the main isolate, - shutting down the worker isolate. - -4. The worker isolate *transfers* the memory holding the result - to the main isolate. It *does not copy* the data. - The worker isolate performs a verification pass to ensure - the objects are allowed to be transferred. - -`_readAndParseJson()` is an existing, -asynchronous function that could just as easily -run directly in the main isolate. -Using `Isolate.run()` to run it instead enables concurrency. -The worker isolate completely abstracts the computations -of `_readAndParseJson()`. It can complete without blocking the main isolate. - -The result of `Isolate.run()` is always a Future, -because code in the main isolate continues to run. -Whether the computation the worker isolate executes -is synchronous or asynchronous doesn't impact the -main isolate, because it's running concurrently either way. +The static `Isolate.run()` method requires one argument: a callback that will be +run on the newly spawned isolate. -For the complete program, check out the [send_and_receive.dart][] sample. - -{% comment %} -TODO: -Should create a diagram for the current example. -Previous example's diagram and text for reference: - - The following figure illustrates the communication between - the main isolate and the worker isolate: - - ![A figure showing the previous snippets of code running in the main isolate and in the worker isolate](/assets/img/language/concurrency/isolate-api.png) -{% endcomment %} - -#### Sending closures with isolates - -You can also create a simple worker isolate with `run()` using a -function literal, or closure, directly in the main isolate. - - + ```dart -const String filename = 'with_keys.json'; +int slowFib(int n) => n <= 1 ? 1 : slowFib(n - 1) + slowFib(n - 2); -void main() async { - // Read some data. - final jsonData = await Isolate.run(() async { - final fileData = await File(filename).readAsString(); - final jsonData = jsonDecode(fileData) as Map; - return jsonData; - }); - - // Use that data. - print('Number of JSON keys: ${jsonData.length}'); +// Compute without blocking current isolate. +void fib40() async { + var result = await Isolate.run(() => slowFib(40)); + print('Fib(40) = $result'); } ``` -This example accomplishes the same as the previous. -A new isolate spawns, computes something, and sends back the result. - -However, now the isolate sends a [closure][]. -Closures are less limited than typical named functions, -both in how they function and how they're written into the code. -In this example, `Isolate.run()` executes what looks like local code, concurrently. -In that sense, you can imagine `run()` to work like a control flow operator -for "run in parallel". +### Performance and isolate groups -[closure]: /language/functions#anonymous-functions +When an isolate calls [`Isolate.spawn()`][], the two isolates have the same +executable code and are in the same _isolate group_. Isolate groups enable +performance optimizations such as sharing code; a new isolate immediately runs +the code owned by the isolate group. Also, `Isolate.exit()` works only when the +isolates are in the same isolate group. -### Sending multiple messages between isolates - -`Isolate.run()` abstracts a handful of lower-level, -isolate-related API to simplify isolate management: - -* [`Isolate.spawn()`][] and [`Isolate.exit()`][] -* [`ReceivePort`][] and [`SendPort`][] - -[`Isolate.exit()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/exit.html -[`Isolate.spawn()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/spawn.html -[`ReceivePort`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/ReceivePort-class.html -[`SendPort`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/SendPort-class.html - -You can use these primitives directly for more granular -control over isolate functionality. For example, `run()` shuts -down its isolate after returning a single message. -What if you want to allow multiple messages to pass between isolates? -You can set up your own isolate much the same way `run()` is implemented, -just utilizing the [`send()` method][] of `SendPort` in a slightly different way. - -One common pattern, which the following figure shows, -is for the main isolate to send a request message to the worker isolate, -which then sends one or more reply messages. - -![A figure showing the main isolate spawning the isolate and then sending a request message, which the worker isolate responds to with a reply message; two request-reply cycles are shown](/assets/img/language/concurrency/isolate-custom-bg-worker.png) - -Check out the [long_running_isolate.dart][] sample, -which shows how to spawn a long-running isolate -that receives and sends messages multiple times between isolates. - -{% assign samples = "https://github.com/dart-lang/samples/tree/main/isolates" %} - -[isolate samples]: {{ samples }} -[send_and_receive.dart]: {{ samples }}/bin/send_and_receive.dart -[long_running_isolate.dart]: {{ samples }}/bin/long_running_isolate.dart - - -## Performance and isolate groups - -When an isolate calls [`Isolate.spawn()`][], -the two isolates have the same executable code -and are in the same _isolate group_. -Isolate groups enable performance optimizations such as sharing code; -a new isolate immediately runs the code owned by the isolate group. -Also, `Isolate.exit()` works only when the isolates -are in the same isolate group. - -In some special cases, -you might need to use [`Isolate.spawnUri()`][], -which sets up the new isolate with a copy of the code -that's at the specified URI. -However, `spawnUri()` is much slower than `spawn()`, -and the new isolate isn't in its spawner's isolate group. -Another performance consequence is that message passing -is slower when isolates are in different groups. +In some special cases, you might need to use [`Isolate.spawnUri()`][], which +sets up the new isolate with a copy of the code that's at the specified URI. +However, `spawnUri()` is much slower than `spawn()`, and the new isolate isn't +in its spawner's isolate group. Another performance consequence is that message +passing is slower when isolates are in different groups. [`Isolate.spawnUri()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/spawnUri.html -{{site.alert.flutter-note}} - Flutter doesn't support `Isolate.spawnUri()`. -{{site.alert.end}} +### Limitations of isolates + +#### Isolates aren't threads + +If you’re coming to Dart from a language with multithreading, it’d be reasonable +to expect isolates to behave like threads, but that isn’t the case. Each isolate +has its own state, ensuring that none of the state in an isolate is +accessible from any other isolate. Therefore, isolates are limited by their +access to their own memory. + +For example, if you have an application with a +global mutable variable, that variable will be a separate +variable in your spawned isolate. If you mutate that variable in the spawned +isolate, it will remain untouched in the main isolate. This is how isolates are +meant to function, and it's important to keep in mind when you’re considering +using isolates. + +#### Message types + +Messages sent via [`SendPort`][] +can be almost any type of Dart object, but there are a few exceptions: + +- Objects with native resources, such as [`Socket`][]. +- [`ReceivePort`][] +- [`DynamicLibrary`][] +- [`Finalizable`][] +- [`Finalizer`][] +- [`NativeFinalizer`][] +- [`Pointer`][] +- [`UserTag`][] +- Instances of classes that are marked with `@pragma('vm:isolate-unsendable')` + +Apart from those exceptions, any object can be sent. +Check out the [`SendPort.send`][] documentation for more information. + +Note that `Isolate.spawn()` and `Isolate.exit()` abstract over `SendPort` +objects, so they're subject to the same limitations. + +[`SendPort.send`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/SendPort/send.html +[`Socket`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-io/Socket-class.html +[`DynamicLibrary`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-ffi/DynamicLibrary-class.html +[`Finalizable`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-ffi/Finalizable-class.html +[`Finalizer`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-core/Finalizer-class.html +[`NativeFinalizer`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-ffi/NativeFinalizer-class.html +[`Pointer`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-ffi/Pointer-class.html +[`UserTag`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-developer/UserTag-class.html ## Concurrency on the web All Dart apps can use `async-await`, `Future`, and `Stream` -for non-blocking, interleaved computations. -The [Dart web platform][], however, does not support isolates. -Dart web apps can use [web workers][] to -run scripts in background threads -similar to isolates. -Web workers' functionality and capabilities -differ somewhat from isolates, though. - -For instance, when web workers send data between threads, -they copy the data back and forth. -Data copying can be very slow, though, -especially for large messages. -Isolates do the same, but also provide APIs -that can more efficiently _transfer_ +for non-blocking, interleaved computations. The [Dart web platform][], however, +does not support isolates. Dart web apps can use [web workers][] to run scripts +in background threads similar to isolates. Web workers' functionality and +capabilities differ somewhat from isolates, though. + +For instance, when web workers send data between threads, they copy the data +back and forth. Data copying can be very slow, though, especially for large +messages. Isolates do the same, but also provide APIs that can more efficiently +_transfer_ the memory that holds the message instead. -Creating web workers and isolates also differs. -You can only create web workers by declaring -a separate program entrypoint and compiling it separately. -Starting a web worker is similar to using `Isolate.spawnUri` to start an isolate. -You can also start an isolate with `Isolate.spawn`, -which requires fewer resources because it +Creating web workers and isolates also differs. You can only create web workers +by declaring a separate program entrypoint and compiling it separately. Starting +a web worker is similar to using `Isolate.spawnUri` to start an isolate. You can +also start an isolate with `Isolate.spawn`, which requires fewer resources +because it [reuses some of the same code and data](#performance-and-isolate-groups) -as the spawning isolate. -Web workers don't have an equivalent API. +as the spawning isolate. Web workers don't have an equivalent API. [Dart web platform]: /overview#platform [web workers]: https://developer.mozilla.org/docs/Web/API/Web_Workers_API/Using_web_workers + + +## Additional resources + +- If you’re using many isolates, consider + the [`IsolateNameServer`][] + in Flutter, or + [`package:isolate_name_server`][] that provides + similar functionality for non-Flutter Dart applications. +- Read more about [Actor model][], which Dart's isolates are based on. +- Additional documentation on `Isolate` APIs: + - [`Isolate.exit()`][] + - [`Isolate.spawn()`][] + - [`ReceivePort`][] + - [`SendPort`][] + +[`IsolateNameServer`]: https://api.flutter.dev/flutter/dart-ui/IsolateNameServer-class.html +[`package:isolate_name_server`]: https://pub.dev/packages/isolate_name_server +[Actor model]: https://en.wikipedia.org/wiki/Actor_model +[`Isolate.run()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/run.html +[`Isolate.exit()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/exit.html +[`Isolate.spawn()`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/Isolate/spawn.html +[`ReceivePort`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/ReceivePort-class.html +[`SendPort`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-isolate/SendPort-class.html diff --git a/src/language/error-handling.md b/src/language/error-handling.md index 8ca6896e89..499fc685bc 100644 --- a/src/language/error-handling.md +++ b/src/language/error-handling.md @@ -223,7 +223,7 @@ the arguments to `assert` aren't evaluated. [`dart run`]: /tools/dart-run [`dart compile js`]: /tools/dart-compile#js -[isolate]: /language/concurrency#how-isolates-work +[isolate]: /language/concurrency [`Error`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-core/Error-class.html [`Exception`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-core/Exception-class.html [`StackTrace`]: {{site.dart-api}}/{{site.data.pkg-vers.SDK.channel}}/dart-core/StackTrace-class.html diff --git a/src/language/modifier-reference.md b/src/language/modifier-reference.md index a7712949e6..8a1ec994f4 100644 --- a/src/language/modifier-reference.md +++ b/src/language/modifier-reference.md @@ -6,8 +6,8 @@ prevpage: url: /language/class-modifiers title: Class modifiers nextpage: - url: /language/async - title: Asynchronous support + url: /language/concurrency + title: Concurrency in Dart --- This page contains reference information for diff --git a/src/tutorials/server/fetch-data.md b/src/tutorials/server/fetch-data.md index 9c4cfb235b..96cae922fd 100644 --- a/src/tutorials/server/fetch-data.md +++ b/src/tutorials/server/fetch-data.md @@ -634,7 +634,7 @@ to another [isolate][] as a background worker to prevent your interface from becoming unresponsive. [Concurrency in Dart]: /language/concurrency -[isolate]: /language/concurrency#how-isolates-work +[isolate]: /language/concurrency [URI]: https://wikipedia.org/wiki/Uniform_Resource_Identifier [Using JSON]: /guides/json