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<h2 id="refcellt-and-the-interior-mutability-pattern"><a class="header" href="#refcellt-and-the-interior-mutability-pattern"><code>RefCell&lt;T&gt;</code> and the Interior Mutability Pattern</a></h2>
<p><em>Interior mutability</em> is a design pattern in Rust that allows you to mutate
data even when there are immutable references to that data; normally, this
action is disallowed by the borrowing rules. To mutate data, the pattern uses
<code>unsafe</code> code inside a data structure to bend Rusts usual rules that govern
mutation and borrowing. Unsafe code indicates to the compiler that were
checking the rules manually instead of relying on the compiler to check them
for us; we will discuss unsafe code more in Chapter 20.</p>
<p>We can use types that use the interior mutability pattern only when we can
ensure that the borrowing rules will be followed at runtime, even though the
compiler cant guarantee that. The <code>unsafe</code> code involved is then wrapped in a
safe API, and the outer type is still immutable.</p>
<p>Lets explore this concept by looking at the <code>RefCell&lt;T&gt;</code> type that follows the
interior mutability pattern.</p>
<!-- Old headings. Do not remove or links may break. -->
<p><a id="enforcing-borrowing-rules-at-runtime-with-refcellt"></a></p>
<h3 id="enforcing-borrowing-rules-at-runtime"><a class="header" href="#enforcing-borrowing-rules-at-runtime">Enforcing Borrowing Rules at Runtime</a></h3>
<p>Unlike <code>Rc&lt;T&gt;</code>, the <code>RefCell&lt;T&gt;</code> type represents single ownership over the data
it holds. So, what makes <code>RefCell&lt;T&gt;</code> different from a type like <code>Box&lt;T&gt;</code>?
Recall the borrowing rules you learned in Chapter 4:</p>
<ul>
<li>At any given time, you can have <em>either</em> one mutable reference or any number
of immutable references (but not both).</li>
<li>References must always be valid.</li>
</ul>
<p>With references and <code>Box&lt;T&gt;</code>, the borrowing rules invariants are enforced at
compile time. With <code>RefCell&lt;T&gt;</code>, these invariants are enforced <em>at runtime</em>.
With references, if you break these rules, youll get a compiler error. With
<code>RefCell&lt;T&gt;</code>, if you break these rules, your program will panic and exit.</p>
<p>The advantages of checking the borrowing rules at compile time are that errors
will be caught sooner in the development process, and there is no impact on
runtime performance because all the analysis is completed beforehand. For those
reasons, checking the borrowing rules at compile time is the best choice in the
majority of cases, which is why this is Rusts default.</p>
<p>The advantage of checking the borrowing rules at runtime instead is that
certain memory-safe scenarios are then allowed, where they wouldve been
disallowed by the compile-time checks. Static analysis, like the Rust compiler,
is inherently conservative. Some properties of code are impossible to detect by
analyzing the code: The most famous example is the Halting Problem, which is
beyond the scope of this book but is an interesting topic to research.</p>
<p>Because some analysis is impossible, if the Rust compiler cant be sure the
code complies with the ownership rules, it might reject a correct program; in
this way, its conservative. If Rust accepted an incorrect program, users
wouldnt be able to trust the guarantees Rust makes. However, if Rust rejects a
correct program, the programmer will be inconvenienced, but nothing
catastrophic can occur. The <code>RefCell&lt;T&gt;</code> type is useful when youre sure your
code follows the borrowing rules but the compiler is unable to understand and
guarantee that.</p>
<p>Similar to <code>Rc&lt;T&gt;</code>, <code>RefCell&lt;T&gt;</code> is only for use in single-threaded scenarios
and will give you a compile-time error if you try using it in a multithreaded
context. Well talk about how to get the functionality of <code>RefCell&lt;T&gt;</code> in a
multithreaded program in Chapter 16.</p>
<p>Here is a recap of the reasons to choose <code>Box&lt;T&gt;</code>, <code>Rc&lt;T&gt;</code>, or <code>RefCell&lt;T&gt;</code>:</p>
<ul>
<li><code>Rc&lt;T&gt;</code> enables multiple owners of the same data; <code>Box&lt;T&gt;</code> and <code>RefCell&lt;T&gt;</code>
have single owners.</li>
<li><code>Box&lt;T&gt;</code> allows immutable or mutable borrows checked at compile time; <code>Rc&lt;T&gt;</code>
allows only immutable borrows checked at compile time; <code>RefCell&lt;T&gt;</code> allows
immutable or mutable borrows checked at runtime.</li>
<li>Because <code>RefCell&lt;T&gt;</code> allows mutable borrows checked at runtime, you can
mutate the value inside the <code>RefCell&lt;T&gt;</code> even when the <code>RefCell&lt;T&gt;</code> is
immutable.</li>
</ul>
<p>Mutating the value inside an immutable value is the interior mutability
pattern. Lets look at a situation in which interior mutability is useful and
examine how its possible.</p>
<!-- Old headings. Do not remove or links may break. -->
<p><a id="interior-mutability-a-mutable-borrow-to-an-immutable-value"></a></p>
<h3 id="using-interior-mutability"><a class="header" href="#using-interior-mutability">Using Interior Mutability</a></h3>
<p>A consequence of the borrowing rules is that when you have an immutable value,
you cant borrow it mutably. For example, this code wont compile:</p>
<pre><code class="language-rust ignore does_not_compile">fn main() {
let x = 5;
let y = &amp;mut x;
}</code></pre>
<p>If you tried to compile this code, youd get the following error:</p>
<pre><code class="language-console">$ cargo run
Compiling borrowing v0.1.0 (file:///projects/borrowing)
error[E0596]: cannot borrow `x` as mutable, as it is not declared as mutable
--&gt; src/main.rs:3:13
|
3 | let y = &amp;mut x;
| ^^^^^^ cannot borrow as mutable
|
help: consider changing this to be mutable
|
2 | let mut x = 5;
| +++
For more information about this error, try `rustc --explain E0596`.
error: could not compile `borrowing` (bin "borrowing") due to 1 previous error
</code></pre>
<p>However, there are situations in which it would be useful for a value to mutate
itself in its methods but appear immutable to other code. Code outside the
values methods would not be able to mutate the value. Using <code>RefCell&lt;T&gt;</code> is
one way to get the ability to have interior mutability, but <code>RefCell&lt;T&gt;</code>
doesnt get around the borrowing rules completely: The borrow checker in the
compiler allows this interior mutability, and the borrowing rules are checked
at runtime instead. If you violate the rules, youll get a <code>panic!</code> instead of
a compiler error.</p>
<p>Lets work through a practical example where we can use <code>RefCell&lt;T&gt;</code> to mutate
an immutable value and see why that is useful.</p>
<!-- Old headings. Do not remove or links may break. -->
<p><a id="a-use-case-for-interior-mutability-mock-objects"></a></p>
<h4 id="testing-with-mock-objects"><a class="header" href="#testing-with-mock-objects">Testing with Mock Objects</a></h4>
<p>Sometimes during testing a programmer will use a type in place of another type,
in order to observe particular behavior and assert that its implemented
correctly. This placeholder type is called a <em>test double</em>. Think of it in the
sense of a stunt double in filmmaking, where a person steps in and substitutes
for an actor to do a particularly tricky scene. Test doubles stand in for other
types when were running tests. <em>Mock objects</em> are specific types of test
doubles that record what happens during a test so that you can assert that the
correct actions took place.</p>
<p>Rust doesnt have objects in the same sense as other languages have objects,
and Rust doesnt have mock object functionality built into the standard library
as some other languages do. However, you can definitely create a struct that
will serve the same purposes as a mock object.</p>
<p>Heres the scenario well test: Well create a library that tracks a value
against a maximum value and sends messages based on how close to the maximum
value the current value is. This library could be used to keep track of a
users quota for the number of API calls theyre allowed to make, for example.</p>
<p>Our library will only provide the functionality of tracking how close to the
maximum a value is and what the messages should be at what times. Applications
that use our library will be expected to provide the mechanism for sending the
messages: The application could show the message to the user directly, send an
email, send a text message, or do something else. The library doesnt need to
know that detail. All it needs is something that implements a trait well
provide, called <code>Messenger</code>. Listing 15-20 shows the library code.</p>
<figure class="listing" id="listing-15-20">
<span class="file-name">Filename: src/lib.rs</span>
<pre><code class="language-rust noplayground">pub trait Messenger {
fn send(&amp;self, msg: &amp;str);
}
pub struct LimitTracker&lt;'a, T: Messenger&gt; {
messenger: &amp;'a T,
value: usize,
max: usize,
}
impl&lt;'a, T&gt; LimitTracker&lt;'a, T&gt;
where
T: Messenger,
{
pub fn new(messenger: &amp;'a T, max: usize) -&gt; LimitTracker&lt;'a, T&gt; {
LimitTracker {
messenger,
value: 0,
max,
}
}
pub fn set_value(&amp;mut self, value: usize) {
self.value = value;
let percentage_of_max = self.value as f64 / self.max as f64;
if percentage_of_max &gt;= 1.0 {
self.messenger.send("Error: You are over your quota!");
} else if percentage_of_max &gt;= 0.9 {
self.messenger
.send("Urgent warning: You've used up over 90% of your quota!");
} else if percentage_of_max &gt;= 0.75 {
self.messenger
.send("Warning: You've used up over 75% of your quota!");
}
}
}</code></pre>
<figcaption><a href="#listing-15-20">Listing 15-20</a>: A library to keep track of how close a value is to a maximum value and warn when the value is at certain levels</figcaption>
</figure>
<p>One important part of this code is that the <code>Messenger</code> trait has one method
called <code>send</code> that takes an immutable reference to <code>self</code> and the text of the
message. This trait is the interface our mock object needs to implement so that
the mock can be used in the same way a real object is. The other important part
is that we want to test the behavior of the <code>set_value</code> method on the
<code>LimitTracker</code>. We can change what we pass in for the <code>value</code> parameter, but
<code>set_value</code> doesnt return anything for us to make assertions on. We want to be
able to say that if we create a <code>LimitTracker</code> with something that implements
the <code>Messenger</code> trait and a particular value for <code>max</code>, the messenger is told
to send the appropriate messages when we pass different numbers for <code>value</code>.</p>
<p>We need a mock object that, instead of sending an email or text message when we
call <code>send</code>, will only keep track of the messages its told to send. We can
create a new instance of the mock object, create a <code>LimitTracker</code> that uses the
mock object, call the <code>set_value</code> method on <code>LimitTracker</code>, and then check that
the mock object has the messages we expect. Listing 15-21 shows an attempt to
implement a mock object to do just that, but the borrow checker wont allow it.</p>
<figure class="listing" id="listing-15-21">
<span class="file-name">Filename: src/lib.rs</span>
<pre><code class="language-rust ignore does_not_compile"><span class="boring">pub trait Messenger {
</span><span class="boring"> fn send(&amp;self, msg: &amp;str);
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">pub struct LimitTracker&lt;'a, T: Messenger&gt; {
</span><span class="boring"> messenger: &amp;'a T,
</span><span class="boring"> value: usize,
</span><span class="boring"> max: usize,
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">impl&lt;'a, T&gt; LimitTracker&lt;'a, T&gt;
</span><span class="boring">where
</span><span class="boring"> T: Messenger,
</span><span class="boring">{
</span><span class="boring"> pub fn new(messenger: &amp;'a T, max: usize) -&gt; LimitTracker&lt;'a, T&gt; {
</span><span class="boring"> LimitTracker {
</span><span class="boring"> messenger,
</span><span class="boring"> value: 0,
</span><span class="boring"> max,
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">
</span><span class="boring"> pub fn set_value(&amp;mut self, value: usize) {
</span><span class="boring"> self.value = value;
</span><span class="boring">
</span><span class="boring"> let percentage_of_max = self.value as f64 / self.max as f64;
</span><span class="boring">
</span><span class="boring"> if percentage_of_max &gt;= 1.0 {
</span><span class="boring"> self.messenger.send("Error: You are over your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.9 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Urgent warning: You've used up over 90% of your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.75 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Warning: You've used up over 75% of your quota!");
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">}
</span><span class="boring">
</span>#[cfg(test)]
mod tests {
use super::*;
struct MockMessenger {
sent_messages: Vec&lt;String&gt;,
}
impl MockMessenger {
fn new() -&gt; MockMessenger {
MockMessenger {
sent_messages: vec![],
}
}
}
impl Messenger for MockMessenger {
fn send(&amp;self, message: &amp;str) {
self.sent_messages.push(String::from(message));
}
}
#[test]
fn it_sends_an_over_75_percent_warning_message() {
let mock_messenger = MockMessenger::new();
let mut limit_tracker = LimitTracker::new(&amp;mock_messenger, 100);
limit_tracker.set_value(80);
assert_eq!(mock_messenger.sent_messages.len(), 1);
}
}</code></pre>
<figcaption><a href="#listing-15-21">Listing 15-21</a>: An attempt to implement a <code>MockMessenger</code> that isnt allowed by the borrow checker</figcaption>
</figure>
<p>This test code defines a <code>MockMessenger</code> struct that has a <code>sent_messages</code>
field with a <code>Vec</code> of <code>String</code> values to keep track of the messages its told
to send. We also define an associated function <code>new</code> to make it convenient to
create new <code>MockMessenger</code> values that start with an empty list of messages. We
then implement the <code>Messenger</code> trait for <code>MockMessenger</code> so that we can give a
<code>MockMessenger</code> to a <code>LimitTracker</code>. In the definition of the <code>send</code> method, we
take the message passed in as a parameter and store it in the <code>MockMessenger</code>
list of <code>sent_messages</code>.</p>
<p>In the test, were testing what happens when the <code>LimitTracker</code> is told to set
<code>value</code> to something that is more than 75 percent of the <code>max</code> value. First, we
create a new <code>MockMessenger</code>, which will start with an empty list of messages.
Then, we create a new <code>LimitTracker</code> and give it a reference to the new
<code>MockMessenger</code> and a <code>max</code> value of <code>100</code>. We call the <code>set_value</code> method on
the <code>LimitTracker</code> with a value of <code>80</code>, which is more than 75 percent of 100.
Then, we assert that the list of messages that the <code>MockMessenger</code> is keeping
track of should now have one message in it.</p>
<p>However, theres one problem with this test, as shown here:</p>
<pre><code class="language-console">$ cargo test
Compiling limit-tracker v0.1.0 (file:///projects/limit-tracker)
error[E0596]: cannot borrow `self.sent_messages` as mutable, as it is behind a `&amp;` reference
--&gt; src/lib.rs:58:13
|
58 | self.sent_messages.push(String::from(message));
| ^^^^^^^^^^^^^^^^^^ `self` is a `&amp;` reference, so the data it refers to cannot be borrowed as mutable
|
help: consider changing this to be a mutable reference in the `impl` method and the `trait` definition
|
2 ~ fn send(&amp;mut self, msg: &amp;str);
3 | }
...
56 | impl Messenger for MockMessenger {
57 ~ fn send(&amp;mut self, message: &amp;str) {
|
For more information about this error, try `rustc --explain E0596`.
error: could not compile `limit-tracker` (lib test) due to 1 previous error
</code></pre>
<p>We cant modify the <code>MockMessenger</code> to keep track of the messages, because the
<code>send</code> method takes an immutable reference to <code>self</code>. We also cant take the
suggestion from the error text to use <code>&amp;mut self</code> in both the <code>impl</code> method and
the trait definition. We do not want to change the <code>Messenger</code> trait solely for
the sake of testing. Instead, we need to find a way to make our test code work
correctly with our existing design.</p>
<p>This is a situation in which interior mutability can help! Well store the
<code>sent_messages</code> within a <code>RefCell&lt;T&gt;</code>, and then the <code>send</code> method will be able
to modify <code>sent_messages</code> to store the messages weve seen. Listing 15-22 shows
what that looks like.</p>
<figure class="listing" id="listing-15-22">
<span class="file-name">Filename: src/lib.rs</span>
<pre><code class="language-rust noplayground"><span class="boring">pub trait Messenger {
</span><span class="boring"> fn send(&amp;self, msg: &amp;str);
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">pub struct LimitTracker&lt;'a, T: Messenger&gt; {
</span><span class="boring"> messenger: &amp;'a T,
</span><span class="boring"> value: usize,
</span><span class="boring"> max: usize,
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">impl&lt;'a, T&gt; LimitTracker&lt;'a, T&gt;
</span><span class="boring">where
</span><span class="boring"> T: Messenger,
</span><span class="boring">{
</span><span class="boring"> pub fn new(messenger: &amp;'a T, max: usize) -&gt; LimitTracker&lt;'a, T&gt; {
</span><span class="boring"> LimitTracker {
</span><span class="boring"> messenger,
</span><span class="boring"> value: 0,
</span><span class="boring"> max,
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">
</span><span class="boring"> pub fn set_value(&amp;mut self, value: usize) {
</span><span class="boring"> self.value = value;
</span><span class="boring">
</span><span class="boring"> let percentage_of_max = self.value as f64 / self.max as f64;
</span><span class="boring">
</span><span class="boring"> if percentage_of_max &gt;= 1.0 {
</span><span class="boring"> self.messenger.send("Error: You are over your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.9 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Urgent warning: You've used up over 90% of your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.75 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Warning: You've used up over 75% of your quota!");
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">}
</span><span class="boring">
</span>#[cfg(test)]
mod tests {
use super::*;
use std::cell::RefCell;
struct MockMessenger {
sent_messages: RefCell&lt;Vec&lt;String&gt;&gt;,
}
impl MockMessenger {
fn new() -&gt; MockMessenger {
MockMessenger {
sent_messages: RefCell::new(vec![]),
}
}
}
impl Messenger for MockMessenger {
fn send(&amp;self, message: &amp;str) {
self.sent_messages.borrow_mut().push(String::from(message));
}
}
#[test]
fn it_sends_an_over_75_percent_warning_message() {
// --snip--
<span class="boring"> let mock_messenger = MockMessenger::new();
</span><span class="boring"> let mut limit_tracker = LimitTracker::new(&amp;mock_messenger, 100);
</span><span class="boring">
</span><span class="boring"> limit_tracker.set_value(80);
</span>
assert_eq!(mock_messenger.sent_messages.borrow().len(), 1);
}
}</code></pre>
<figcaption><a href="#listing-15-22">Listing 15-22</a>: Using <code>RefCell&lt;T&gt;</code> to mutate an inner value while the outer value is considered immutable</figcaption>
</figure>
<p>The <code>sent_messages</code> field is now of type <code>RefCell&lt;Vec&lt;String&gt;&gt;</code> instead of
<code>Vec&lt;String&gt;</code>. In the <code>new</code> function, we create a new <code>RefCell&lt;Vec&lt;String&gt;&gt;</code>
instance around the empty vector.</p>
<p>For the implementation of the <code>send</code> method, the first parameter is still an
immutable borrow of <code>self</code>, which matches the trait definition. We call
<code>borrow_mut</code> on the <code>RefCell&lt;Vec&lt;String&gt;&gt;</code> in <code>self.sent_messages</code> to get a
mutable reference to the value inside the <code>RefCell&lt;Vec&lt;String&gt;&gt;</code>, which is the
vector. Then, we can call <code>push</code> on the mutable reference to the vector to keep
track of the messages sent during the test.</p>
<p>The last change we have to make is in the assertion: To see how many items are
in the inner vector, we call <code>borrow</code> on the <code>RefCell&lt;Vec&lt;String&gt;&gt;</code> to get an
immutable reference to the vector.</p>
<p>Now that youve seen how to use <code>RefCell&lt;T&gt;</code>, lets dig into how it works!</p>
<!-- Old headings. Do not remove or links may break. -->
<p><a id="keeping-track-of-borrows-at-runtime-with-refcellt"></a></p>
<h4 id="tracking-borrows-at-runtime"><a class="header" href="#tracking-borrows-at-runtime">Tracking Borrows at Runtime</a></h4>
<p>When creating immutable and mutable references, we use the <code>&amp;</code> and <code>&amp;mut</code>
syntax, respectively. With <code>RefCell&lt;T&gt;</code>, we use the <code>borrow</code> and <code>borrow_mut</code>
methods, which are part of the safe API that belongs to <code>RefCell&lt;T&gt;</code>. The
<code>borrow</code> method returns the smart pointer type <code>Ref&lt;T&gt;</code>, and <code>borrow_mut</code>
returns the smart pointer type <code>RefMut&lt;T&gt;</code>. Both types implement <code>Deref</code>, so we
can treat them like regular references.</p>
<p>The <code>RefCell&lt;T&gt;</code> keeps track of how many <code>Ref&lt;T&gt;</code> and <code>RefMut&lt;T&gt;</code> smart
pointers are currently active. Every time we call <code>borrow</code>, the <code>RefCell&lt;T&gt;</code>
increases its count of how many immutable borrows are active. When a <code>Ref&lt;T&gt;</code>
value goes out of scope, the count of immutable borrows goes down by 1. Just
like the compile-time borrowing rules, <code>RefCell&lt;T&gt;</code> lets us have many immutable
borrows or one mutable borrow at any point in time.</p>
<p>If we try to violate these rules, rather than getting a compiler error as we
would with references, the implementation of <code>RefCell&lt;T&gt;</code> will panic at
runtime. Listing 15-23 shows a modification of the implementation of <code>send</code> in
Listing 15-22. Were deliberately trying to create two mutable borrows active
for the same scope to illustrate that <code>RefCell&lt;T&gt;</code> prevents us from doing this
at runtime.</p>
<figure class="listing" id="listing-15-23">
<span class="file-name">Filename: src/lib.rs</span>
<pre><code class="language-rust ignore panics"><span class="boring">pub trait Messenger {
</span><span class="boring"> fn send(&amp;self, msg: &amp;str);
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">pub struct LimitTracker&lt;'a, T: Messenger&gt; {
</span><span class="boring"> messenger: &amp;'a T,
</span><span class="boring"> value: usize,
</span><span class="boring"> max: usize,
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">impl&lt;'a, T&gt; LimitTracker&lt;'a, T&gt;
</span><span class="boring">where
</span><span class="boring"> T: Messenger,
</span><span class="boring">{
</span><span class="boring"> pub fn new(messenger: &amp;'a T, max: usize) -&gt; LimitTracker&lt;'a, T&gt; {
</span><span class="boring"> LimitTracker {
</span><span class="boring"> messenger,
</span><span class="boring"> value: 0,
</span><span class="boring"> max,
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">
</span><span class="boring"> pub fn set_value(&amp;mut self, value: usize) {
</span><span class="boring"> self.value = value;
</span><span class="boring">
</span><span class="boring"> let percentage_of_max = self.value as f64 / self.max as f64;
</span><span class="boring">
</span><span class="boring"> if percentage_of_max &gt;= 1.0 {
</span><span class="boring"> self.messenger.send("Error: You are over your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.9 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Urgent warning: You've used up over 90% of your quota!");
</span><span class="boring"> } else if percentage_of_max &gt;= 0.75 {
</span><span class="boring"> self.messenger
</span><span class="boring"> .send("Warning: You've used up over 75% of your quota!");
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">}
</span><span class="boring">
</span><span class="boring">#[cfg(test)]
</span><span class="boring">mod tests {
</span><span class="boring"> use super::*;
</span><span class="boring"> use std::cell::RefCell;
</span><span class="boring">
</span><span class="boring"> struct MockMessenger {
</span><span class="boring"> sent_messages: RefCell&lt;Vec&lt;String&gt;&gt;,
</span><span class="boring"> }
</span><span class="boring">
</span><span class="boring"> impl MockMessenger {
</span><span class="boring"> fn new() -&gt; MockMessenger {
</span><span class="boring"> MockMessenger {
</span><span class="boring"> sent_messages: RefCell::new(vec![]),
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring"> }
</span><span class="boring">
</span> impl Messenger for MockMessenger {
fn send(&amp;self, message: &amp;str) {
let mut one_borrow = self.sent_messages.borrow_mut();
let mut two_borrow = self.sent_messages.borrow_mut();
one_borrow.push(String::from(message));
two_borrow.push(String::from(message));
}
}
<span class="boring">
</span><span class="boring"> #[test]
</span><span class="boring"> fn it_sends_an_over_75_percent_warning_message() {
</span><span class="boring"> let mock_messenger = MockMessenger::new();
</span><span class="boring"> let mut limit_tracker = LimitTracker::new(&amp;mock_messenger, 100);
</span><span class="boring">
</span><span class="boring"> limit_tracker.set_value(80);
</span><span class="boring">
</span><span class="boring"> assert_eq!(mock_messenger.sent_messages.borrow().len(), 1);
</span><span class="boring"> }
</span><span class="boring">}</span></code></pre>
<figcaption><a href="#listing-15-23">Listing 15-23</a>: Creating two mutable references in the same scope to see that <code>RefCell&lt;T&gt;</code> will panic</figcaption>
</figure>
<p>We create a variable <code>one_borrow</code> for the <code>RefMut&lt;T&gt;</code> smart pointer returned
from <code>borrow_mut</code>. Then, we create another mutable borrow in the same way in
the variable <code>two_borrow</code>. This makes two mutable references in the same scope,
which isnt allowed. When we run the tests for our library, the code in Listing
15-23 will compile without any errors, but the test will fail:</p>
<pre><code class="language-console">$ cargo test
Compiling limit-tracker v0.1.0 (file:///projects/limit-tracker)
Finished `test` profile [unoptimized + debuginfo] target(s) in 0.91s
Running unittests src/lib.rs (target/debug/deps/limit_tracker-e599811fa246dbde)
running 1 test
test tests::it_sends_an_over_75_percent_warning_message ... FAILED
failures:
---- tests::it_sends_an_over_75_percent_warning_message stdout ----
thread 'tests::it_sends_an_over_75_percent_warning_message' panicked at src/lib.rs:60:53:
RefCell already borrowed
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
failures:
tests::it_sends_an_over_75_percent_warning_message
test result: FAILED. 0 passed; 1 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s
error: test failed, to rerun pass `--lib`
</code></pre>
<p>Notice that the code panicked with the message <code>already borrowed: BorrowMutError</code>. This is how <code>RefCell&lt;T&gt;</code> handles violations of the borrowing
rules at runtime.</p>
<p>Choosing to catch borrowing errors at runtime rather than compile time, as
weve done here, means youd potentially be finding mistakes in your code later
in the development process: possibly not until your code was deployed to
production. Also, your code would incur a small runtime performance penalty as
a result of keeping track of the borrows at runtime rather than compile time.
However, using <code>RefCell&lt;T&gt;</code> makes it possible to write a mock object that can
modify itself to keep track of the messages it has seen while youre using it
in a context where only immutable values are allowed. You can use <code>RefCell&lt;T&gt;</code>
despite its trade-offs to get more functionality than regular references
provide.</p>
<!-- Old headings. Do not remove or links may break. -->
<p><a id="having-multiple-owners-of-mutable-data-by-combining-rc-t-and-ref-cell-t"></a>
<a id="allowing-multiple-owners-of-mutable-data-with-rct-and-refcellt"></a></p>
<h3 id="allowing-multiple-owners-of-mutable-data"><a class="header" href="#allowing-multiple-owners-of-mutable-data">Allowing Multiple Owners of Mutable Data</a></h3>
<p>A common way to use <code>RefCell&lt;T&gt;</code> is in combination with <code>Rc&lt;T&gt;</code>. Recall that
<code>Rc&lt;T&gt;</code> lets you have multiple owners of some data, but it only gives immutable
access to that data. If you have an <code>Rc&lt;T&gt;</code> that holds a <code>RefCell&lt;T&gt;</code>, you can
get a value that can have multiple owners <em>and</em> that you can mutate!</p>
<p>For example, recall the cons list example in Listing 15-18 where we used
<code>Rc&lt;T&gt;</code> to allow multiple lists to share ownership of another list. Because
<code>Rc&lt;T&gt;</code> holds only immutable values, we cant change any of the values in the
list once weve created them. Lets add in <code>RefCell&lt;T&gt;</code> for its ability to
change the values in the lists. Listing 15-24 shows that by using a
<code>RefCell&lt;T&gt;</code> in the <code>Cons</code> definition, we can modify the value stored in all
the lists.</p>
<figure class="listing" id="listing-15-24">
<span class="file-name">Filename: src/main.rs</span>
<pre class="playground"><code class="language-rust edition2024">#[derive(Debug)]
enum List {
Cons(Rc&lt;RefCell&lt;i32&gt;&gt;, Rc&lt;List&gt;),
Nil,
}
use crate::List::{Cons, Nil};
use std::cell::RefCell;
use std::rc::Rc;
fn main() {
let value = Rc::new(RefCell::new(5));
let a = Rc::new(Cons(Rc::clone(&amp;value), Rc::new(Nil)));
let b = Cons(Rc::new(RefCell::new(3)), Rc::clone(&amp;a));
let c = Cons(Rc::new(RefCell::new(4)), Rc::clone(&amp;a));
*value.borrow_mut() += 10;
println!("a after = {a:?}");
println!("b after = {b:?}");
println!("c after = {c:?}");
}</code></pre>
<figcaption><a href="#listing-15-24">Listing 15-24</a>: Using <code>Rc&lt;RefCell&lt;i32&gt;&gt;</code> to create a <code>List</code> that we can mutate</figcaption>
</figure>
<p>We create a value that is an instance of <code>Rc&lt;RefCell&lt;i32&gt;&gt;</code> and store it in a
variable named <code>value</code> so that we can access it directly later. Then, we create
a <code>List</code> in <code>a</code> with a <code>Cons</code> variant that holds <code>value</code>. We need to clone
<code>value</code> so that both <code>a</code> and <code>value</code> have ownership of the inner <code>5</code> value
rather than transferring ownership from <code>value</code> to <code>a</code> or having <code>a</code> borrow
from <code>value</code>.</p>
<p>We wrap the list <code>a</code> in an <code>Rc&lt;T&gt;</code> so that when we create lists <code>b</code> and <code>c</code>,
they can both refer to <code>a</code>, which is what we did in Listing 15-18.</p>
<p>After weve created the lists in <code>a</code>, <code>b</code>, and <code>c</code>, we want to add 10 to the
value in <code>value</code>. We do this by calling <code>borrow_mut</code> on <code>value</code>, which uses the
automatic dereferencing feature we discussed in <a href="ch05-03-method-syntax.html#wheres-the---operator">“Wheres the <code>-&gt;</code>
Operator?”</a><!-- ignore --> in Chapter 5 to dereference
the <code>Rc&lt;T&gt;</code> to the inner <code>RefCell&lt;T&gt;</code> value. The <code>borrow_mut</code> method returns a
<code>RefMut&lt;T&gt;</code> smart pointer, and we use the dereference operator on it and change
the inner value.</p>
<p>When we print <code>a</code>, <code>b</code>, and <code>c</code>, we can see that they all have the modified
value of <code>15</code> rather than <code>5</code>:</p>
<pre><code class="language-console">$ cargo run
Compiling cons-list v0.1.0 (file:///projects/cons-list)
Finished `dev` profile [unoptimized + debuginfo] target(s) in 0.63s
Running `target/debug/cons-list`
a after = Cons(RefCell { value: 15 }, Nil)
b after = Cons(RefCell { value: 3 }, Cons(RefCell { value: 15 }, Nil))
c after = Cons(RefCell { value: 4 }, Cons(RefCell { value: 15 }, Nil))
</code></pre>
<p>This technique is pretty neat! By using <code>RefCell&lt;T&gt;</code>, we have an outwardly
immutable <code>List</code> value. But we can use the methods on <code>RefCell&lt;T&gt;</code> that provide
access to its interior mutability so that we can modify our data when we need
to. The runtime checks of the borrowing rules protect us from data races, and
its sometimes worth trading a bit of speed for this flexibility in our data
structures. Note that <code>RefCell&lt;T&gt;</code> does not work for multithreaded code!
<code>Mutex&lt;T&gt;</code> is the thread-safe version of <code>RefCell&lt;T&gt;</code>, and well discuss
<code>Mutex&lt;T&gt;</code> in Chapter 16.</p>
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