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<ol class="chapter"><li><a href="0_introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li><a href="1_background_information.html"><strong aria-hidden="true">2.</strong> Some background information</a></li><li><a href="2_trait_objects.html"><strong aria-hidden="true">3.</strong> Trait objects and fat pointers</a></li><li><a href="3_generators_pin.html"><strong aria-hidden="true">4.</strong> Generators and Pin</a></li><li><a href="4_pin.html"><strong aria-hidden="true">5.</strong> Pin</a></li><li><a href="5_reactor_executor.html"><strong aria-hidden="true">6.</strong> Reactor/Executor Pattern</a></li><li><a href="6_future_example.html" class="active"><strong aria-hidden="true">7.</strong> The main example</a></li><li><a href="7_conclusion.html"><strong aria-hidden="true">8.</strong> Conclusion and exercises</a></li><li><a href="8_concurrent_futures.html"><strong aria-hidden="true">9.</strong> Bonus 1: concurrent futures</a></li></ol>
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<h1><a class="header" href="#futures-in-rust" id="futures-in-rust">Futures in Rust</a></h1>
<p>We'll create our own <code>Futures</code> together with a fake reactor and a simple
executor which allows you to edit, run an play around with the code right here
in your browser.</p>
<p>I'll walk you through the example, but if you want to check it out closer, you
can always clone the repository and play around with the code yourself. There
are two branches. The <code>basic_example</code> is this code, and the <code>basic_example_commented</code>
is this example with extensive comments.</p>
<h2><a class="header" href="#implementing-our-own-futures" id="implementing-our-own-futures">Implementing our own Futures</a></h2>
<p>Let's start with why we wrote this book, by implementing our own <code>Futures</code>.</p>
<pre><pre class="playpen"><code class="language-rust edition2018">use std::{
future::Future, pin::Pin, sync::{mpsc::{channel, Sender}, Arc, Mutex},
task::{Context, Poll, RawWaker, RawWakerVTable, Waker},
thread::{self, JoinHandle}, time::{Duration, Instant}
};
fn main() {
// This is just to make it easier for us to see when our Future was resolved
let start = Instant::now();
// Many runtimes create a glocal `reactor` we pass it as an argument
let reactor = Reactor::new();
// Since we'll share this between threads we wrap it in a
// atmically-refcounted- mutex.
let reactor = Arc::new(Mutex::new(reactor));
// We create two tasks:
// - first parameter is the `reactor`
// - the second is a timeout in seconds
// - the third is an `id` to identify the task
let future1 = Task::new(reactor.clone(), 2, 1);
let future2 = Task::new(reactor.clone(), 1, 2);
// an `async` block works the same way as an `async fn` in that it compiles
// our code into a state machine, `yielding` at every `await` point.
let fut1 = async {
let val = future1.await;
let dur = (Instant::now() - start).as_secs_f32();
println!(&quot;Future got {} at time: {:.2}.&quot;, val, dur);
};
let fut2 = async {
let val = future2.await;
let dur = (Instant::now() - start).as_secs_f32();
println!(&quot;Future got {} at time: {:.2}.&quot;, val, dur);
};
// Our executor can only run one and one future, this is pretty normal
// though. You have a set of operations containing many futures that
// ends up as a single future that drives them all to completion.
let mainfut = async {
fut1.await;
fut2.await;
};
// This executor will block the main thread until the futures is resolved
block_on(mainfut);
// When we're done, we want to shut down our reactor thread so our program
// ends nicely.
reactor.lock().map(|mut r| r.close()).unwrap();
}
//// ============================ EXECUTOR ====================================
// Our executor takes any object which implements the `Future` trait
fn block_on&lt;F: Future&gt;(mut future: F) -&gt; F::Output {
// the first thing we do is to construct a `Waker` which we'll pass on to
// the `reactor` so it can wake us up when an event is ready.
let mywaker = Arc::new(MyWaker{ thread: thread::current() });
let waker = waker_into_waker(Arc::into_raw(mywaker));
// The context struct is just a wrapper for a `Waker` object. Maybe in the
// future this will do more, but right now it's just a wrapper.
let mut cx = Context::from_waker(&amp;waker);
// We poll in a loop, but it's not a busy loop. It will only run when
// an event occurs, or a thread has a &quot;spurious wakeup&quot; (an unexpected wakeup
// that can happen for no good reason).
let val = loop {
// So, since we run this on one thread and run one future to completion
// we can pin the `Future` to the stack. This is unsafe, but saves an
// allocation. We could `Box::pin` it too if we wanted. This is however
// safe since we don't move the `Future` here.
let pinned = unsafe { Pin::new_unchecked(&amp;mut future) };
match Future::poll(pinned, &amp;mut cx) {
// when the Future is ready we're finished
Poll::Ready(val) =&gt; break val,
// If we get a `pending` future we just go to sleep...
Poll::Pending =&gt; thread::park(),
};
};
val
}
// ====================== FUTURE IMPLEMENTATION ==============================
// This is the definition of our `Waker`. We use a regular thread-handle here.
// It works but it's not a good solution. If one of our `Futures` holds a handle
// to our thread and takes it with it to a different thread the followinc could
// happen:
// 1. Our future calls `unpark` from a different thread
// 2. Our `executor` thinks that data is ready and wakes up and polls the future
// 3. The future is not ready yet but one nanosecond later the `Reactor` gets
// an event and calles `wake()` which also unparks our thread.
// 4. This could all happen before we go to sleep again since these processes
// run in parallel.
// 5. Our reactor has called `wake` but our thread is still sleeping since it was
// awake alredy at that point.
// 6. We're deadlocked and our program stops working
// There are many better soloutions, here are some:
// - Use `std::sync::CondVar`
// - Use [crossbeam::sync::Parker](https://docs.rs/crossbeam/0.7.3/crossbeam/sync/struct.Parker.html)
#[derive(Clone)]
struct MyWaker {
thread: thread::Thread,
}
// This is the definition of our `Future`. It keeps all the information we
// need. This one holds a reference to our `reactor`, that's just to make
// this example as easy as possible. It doesn't need to hold a reference to
// the whole reactor, but it needs to be able to register itself with the
// reactor.
#[derive(Clone)]
pub struct Task {
id: usize,
reactor: Arc&lt;Mutex&lt;Reactor&gt;&gt;,
data: u64,
is_registered: bool,
}
// These are function definitions we'll use for our waker. Remember the
// &quot;Trait Objects&quot; chapter from the book.
fn mywaker_wake(s: &amp;MyWaker) {
let waker_ptr: *const MyWaker = s;
let waker_arc = unsafe {Arc::from_raw(waker_ptr)};
waker_arc.thread.unpark();
}
// Since we use an `Arc` cloning is just increasing the refcount on the smart
// pointer.
fn mywaker_clone(s: &amp;MyWaker) -&gt; RawWaker {
let arc = unsafe { Arc::from_raw(s).clone() };
std::mem::forget(arc.clone()); // increase ref count
RawWaker::new(Arc::into_raw(arc) as *const (), &amp;VTABLE)
}
// This is actually a &quot;helper funtcion&quot; to create a `Waker` vtable. In contrast
// to when we created a `Trait Object` from scratch we don't need to concern
// ourselves with the actual layout of the `vtable` and only provide a fixed
// set of functions
const VTABLE: RawWakerVTable = unsafe {
RawWakerVTable::new(
|s| mywaker_clone(&amp;*(s as *const MyWaker)), // clone
|s| mywaker_wake(&amp;*(s as *const MyWaker)), // wake
|s| mywaker_wake(*(s as *const &amp;MyWaker)), // wake by ref
|s| drop(Arc::from_raw(s as *const MyWaker)), // decrease refcount
)
};
// Instead of implementing this on the `MyWaker` oject in `impl Mywaker...` we
// just use this pattern instead since it saves us some lines of code.
fn waker_into_waker(s: *const MyWaker) -&gt; Waker {
let raw_waker = RawWaker::new(s as *const (), &amp;VTABLE);
unsafe { Waker::from_raw(raw_waker) }
}
impl Task {
fn new(reactor: Arc&lt;Mutex&lt;Reactor&gt;&gt;, data: u64, id: usize) -&gt; Self {
Task {
id,
reactor,
data,
is_registered: false,
}
}
}
// This is our `Future` implementation
impl Future for Task {
// The output for this kind of `leaf future` is just an `usize`. For other
// futures this could be something more interesting like a byte stream.
type Output = usize;
fn poll(mut self: Pin&lt;&amp;mut Self&gt;, cx: &amp;mut Context&lt;'_&gt;) -&gt; Poll&lt;Self::Output&gt; {
let mut r = self.reactor.lock().unwrap();
// we check with the `Reactor` if this future is in its &quot;readylist&quot;
if r.is_ready(self.id) {
// if it is, we return the data. In this case it's just the ID of
// the task.
Poll::Ready(self.id)
} else if self.is_registered {
// If the future is registered alredy, we just return `Pending`
Poll::Pending
} else {
// If we get here, it must be the first time this `Future` is polled
// so we register a task with our `reactor`
r.register(self.data, cx.waker().clone(), self.id);
// oh, we have to drop the lock on our `Mutex` here because we can't
// have a shared and exclusive borrow at the same time
drop(r);
self.is_registered = true;
Poll::Pending
}
}
}
// =============================== REACTOR ===================================
// This is a &quot;fake&quot; reactor. It does no real I/O, but that also makes our
// code possible to run in the book and in the playground
struct Reactor {
// we need some way of registering a Task with the reactor. Normally this
// would be an &quot;interest&quot; in an I/O event
dispatcher: Sender&lt;Event&gt;,
handle: Option&lt;JoinHandle&lt;()&gt;&gt;,
// This is a list of tasks that are ready, which means they should be polled
// for data.
readylist: Arc&lt;Mutex&lt;Vec&lt;usize&gt;&gt;&gt;,
}
// We just have two kind of events. A timeout event, a &quot;timeout&quot; event called
// `Simple` and a `Close` event to close down our reactor.
#[derive(Debug)]
enum Event {
Close,
Simple(Waker, u64, usize),
}
impl Reactor {
fn new() -&gt; Self {
// The way we register new events with our reactor is using a regular
// channel
let (tx, rx) = channel::&lt;Event&gt;();
let readylist = Arc::new(Mutex::new(vec![]));
let rl_clone = readylist.clone();
// This `Vec` will hold handles to all threads we spawn so we can
// join them later on and finish our programm in a good manner
let mut handles = vec![];
// This will be the &quot;Reactor thread&quot;
let handle = thread::spawn(move || {
// This simulates some I/O resource
for event in rx {
let rl_clone = rl_clone.clone();
match event {
// If we get a close event we break out of the loop we're in
Event::Close =&gt; break,
Event::Simple(waker, duration, id) =&gt; {
// When we get an event we simply spawn a new thread...
let event_handle = thread::spawn(move || {
//... which will just sleep for the number of seconds
// we provided when creating the `Task`.
thread::sleep(Duration::from_secs(duration));
// When it's done sleeping we put the ID of this task
// on the &quot;readylist&quot;
rl_clone.lock().map(|mut rl| rl.push(id)).unwrap();
// Then we call `wake` which will wake up our
// executor and start polling the futures
waker.wake();
});
handles.push(event_handle);
}
}
}
// When we exit the Reactor we first join all the handles on
// the child threads we've spawned so we catch any panics and
// release all resources.
for handle in handles {
handle.join().unwrap();
}
});
Reactor {
readylist,
dispatcher: tx,
handle: Some(handle),
}
}
fn register(&amp;mut self, duration: u64, waker: Waker, data: usize) {
// registering an event is as simple as sending an `Event` through
// the channel.
self.dispatcher
.send(Event::Simple(waker, duration, data))
.unwrap();
}
fn close(&amp;mut self) {
self.dispatcher.send(Event::Close).unwrap();
}
// We need a way to check if any event's are ready. This will simply
// look through the &quot;readylist&quot; for an event macthing the ID we want to
// check for.
fn is_ready(&amp;self, id_to_check: usize) -&gt; bool {
self.readylist
.lock()
.map(|rl| rl.iter().any(|id| *id == id_to_check))
.unwrap()
}
}
// When our `Reactor` is dropped we join the reactor thread with the thread
// owning our `Reactor` so we catch any panics and release all resources.
// It's not needed for this to work, but it really is a best practice to join
// all threads you spawn.
impl Drop for Reactor {
fn drop(&amp;mut self) {
self.handle.take().map(|h| h.join().unwrap()).unwrap();
}
}
</code></pre></pre>
<h2><a class="header" href="#our-finished-code" id="our-finished-code">Our finished code</a></h2>
<p>Here is the whole example. You can edit it right here in your browser and
run it yourself. Have fun!</p>
<pre><pre class="playpen"><code class="language-rust edition2018 editable">
use std::{
future::Future, pin::Pin, sync::{mpsc::{channel, Sender}, Arc, Mutex},
task::{Context, Poll, RawWaker, RawWakerVTable, Waker},
thread::{self, JoinHandle}, time::{Duration, Instant}
};
fn main() {
let start = Instant::now();
// Many runtimes create a glocal `reactor` we pass it as an argument
let reactor = Reactor::new();
let reactor = Arc::new(Mutex::new(reactor));
let future1 = Task::new(reactor.clone(), 2, 1);
let future2 = Task::new(reactor.clone(), 1, 2);
let fut1 = async {
let val = future1.await;
let dur = (Instant::now() - start).as_secs_f32();
println!(&quot;Future got {} at time: {:.2}.&quot;, val, dur);
};
let fut2 = async {
let val = future2.await;
let dur = (Instant::now() - start).as_secs_f32();
println!(&quot;Future got {} at time: {:.2}.&quot;, val, dur);
};
let mainfut = async {
fut1.await;
fut2.await;
};
block_on(mainfut);
reactor.lock().map(|mut r| r.close()).unwrap();
}
//// ============================ EXECUTOR ====================================
fn block_on&lt;F: Future&gt;(mut future: F) -&gt; F::Output {
let mywaker = Arc::new(MyWaker{ thread: thread::current() });
let waker = waker_into_waker(Arc::into_raw(mywaker));
let mut cx = Context::from_waker(&amp;waker);
let val = loop {
let pinned = unsafe { Pin::new_unchecked(&amp;mut future) };
match Future::poll(pinned, &amp;mut cx) {
Poll::Ready(val) =&gt; break val,
Poll::Pending =&gt; thread::park(),
};
};
val
}
// ====================== FUTURE IMPLEMENTATION ==============================
#[derive(Clone)]
struct MyWaker {
thread: thread::Thread,
}
#[derive(Clone)]
pub struct Task {
id: usize,
reactor: Arc&lt;Mutex&lt;Reactor&gt;&gt;,
data: u64,
is_registered: bool,
}
fn mywaker_wake(s: &amp;MyWaker) {
let waker_ptr: *const MyWaker = s;
let waker_arc = unsafe {Arc::from_raw(waker_ptr)};
waker_arc.thread.unpark();
}
fn mywaker_clone(s: &amp;MyWaker) -&gt; RawWaker {
let arc = unsafe { Arc::from_raw(s).clone() };
std::mem::forget(arc.clone()); // increase ref count
RawWaker::new(Arc::into_raw(arc) as *const (), &amp;VTABLE)
}
const VTABLE: RawWakerVTable = unsafe {
RawWakerVTable::new(
|s| mywaker_clone(&amp;*(s as *const MyWaker)), // clone
|s| mywaker_wake(&amp;*(s as *const MyWaker)), // wake
|s| mywaker_wake(*(s as *const &amp;MyWaker)), // wake by ref
|s| drop(Arc::from_raw(s as *const MyWaker)), // decrease refcount
)
};
fn waker_into_waker(s: *const MyWaker) -&gt; Waker {
let raw_waker = RawWaker::new(s as *const (), &amp;VTABLE);
unsafe { Waker::from_raw(raw_waker) }
}
impl Task {
fn new(reactor: Arc&lt;Mutex&lt;Reactor&gt;&gt;, data: u64, id: usize) -&gt; Self {
Task {
id,
reactor,
data,
is_registered: false,
}
}
}
impl Future for Task {
type Output = usize;
fn poll(mut self: Pin&lt;&amp;mut Self&gt;, cx: &amp;mut Context&lt;'_&gt;) -&gt; Poll&lt;Self::Output&gt; {
let mut r = self.reactor.lock().unwrap();
if r.is_ready(self.id) {
Poll::Ready(self.id)
} else if self.is_registered {
Poll::Pending
} else {
r.register(self.data, cx.waker().clone(), self.id);
drop(r);
self.is_registered = true;
Poll::Pending
}
}
}
// =============================== REACTOR ===================================
struct Reactor {
dispatcher: Sender&lt;Event&gt;,
handle: Option&lt;JoinHandle&lt;()&gt;&gt;,
readylist: Arc&lt;Mutex&lt;Vec&lt;usize&gt;&gt;&gt;,
}
#[derive(Debug)]
enum Event {
Close,
Simple(Waker, u64, usize),
}
impl Reactor {
fn new() -&gt; Self {
let (tx, rx) = channel::&lt;Event&gt;();
let readylist = Arc::new(Mutex::new(vec![]));
let rl_clone = readylist.clone();
let mut handles = vec![];
let handle = thread::spawn(move || {
// This simulates some I/O resource
for event in rx {
let rl_clone = rl_clone.clone();
match event {
Event::Close =&gt; break,
Event::Simple(waker, duration, id) =&gt; {
let event_handle = thread::spawn(move || {
thread::sleep(Duration::from_secs(duration));
rl_clone.lock().map(|mut rl| rl.push(id)).unwrap();
waker.wake();
});
handles.push(event_handle);
}
}
}
for handle in handles {
handle.join().unwrap();
}
});
Reactor {
readylist,
dispatcher: tx,
handle: Some(handle),
}
}
fn register(&amp;mut self, duration: u64, waker: Waker, data: usize) {
self.dispatcher
.send(Event::Simple(waker, duration, data))
.unwrap();
}
fn close(&amp;mut self) {
self.dispatcher.send(Event::Close).unwrap();
}
fn is_ready(&amp;self, id_to_check: usize) -&gt; bool {
self.readylist
.lock()
.map(|rl| rl.iter().any(|id| *id == id_to_check))
.unwrap()
}
}
impl Drop for Reactor {
fn drop(&amp;mut self) {
self.handle.take().map(|h| h.join().unwrap()).unwrap();
}
}
</code></pre></pre>
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