Life of a value
The life of a value in Mojo begins when a variable is initialized and continues up until the value is last used, at which point Mojo destroys it. This page describes how every value in Mojo is created, copied, and moved. (The next page describes how values are destroyed.)
All data types in Mojo—including basic types in the standard library such as
Bool
,
Int
, and
String
, up to complex types such
as SIMD
and
object
—are defined as a
struct. This means the creation and
destruction of any piece of data follows the same lifecycle rules, and you can
define your own data types that work exactly the same way.
Mojo structs don't get any default lifecycle methods, such as a constructor, copy constructor, or move constructor. That means you can create a struct without a constructor, but then you can't instantiate it, and it would be useful only as a sort of namespace for static methods. For example:
struct NoInstances:
var state: Int
@staticmethod
fn print_hello():
print("Hello world!")
struct NoInstances:
var state: Int
@staticmethod
fn print_hello():
print("Hello world!")
Without a constructor, this cannot be instantiated, so it has no lifecycle. The
state
field is also useless because it cannot be initialized (Mojo structs do
not support default field values—you must initialize them in a constructor).
So the only thing you can do is call the static method:
NoInstances.print_hello()
NoInstances.print_hello()
Constructor
To create an instance of a Mojo type, it needs the __init__()
constructor
method. The main responsibility of the constructor is to initialize all fields.
For example:
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int):
self.name = name
self.age = age
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int):
self.name = name
self.age = age
Now we can create an instance:
var mine = MyPet("Loki", 4)
var mine = MyPet("Loki", 4)
An instance of MyPet
can also be
borrowed
and destroyed, but it currently can't be copied or moved.
We believe this is a good default starting point, because there are no built-in lifecycle events and no surprise behaviors. You—the type author—must explicitly decide whether and how the type can be copied or moved, by implementing the copy and move constructors.
Overloading the constructor
Like any other function/method, you can
overload the
__init__()
constructor to initialize the object with different arguments. For
example, you might want a default constructor that sets some default values and
takes no arguments, and then additional constructors that accept more arguments.
Just be aware that, in order to modify any fields, each constructor must
declare the self
argument with the inout
convention. If you
want to call one constructor from another, you simply call upon that
constructor as you would externally (you don't need to pass self
).
For example, here's how you can delegate work from an overloaded constructor:
struct MyPet:
var name: String
var age: Int
fn __init__(inout self):
self.name = ""
self.age = 0
fn __init__(inout self, name: String):
self = MyPet()
self.name = name
struct MyPet:
var name: String
var age: Int
fn __init__(inout self):
self.name = ""
self.age = 0
fn __init__(inout self, name: String):
self = MyPet()
self.name = name
Field initialization
Notice in the previous example that, by the end of each constructor, all fields must be initialized. That's the only requirement in the constructor.
In fact, the __init__()
constructor is smart enough to treat the self
object as fully initialized even before the constructor is finished, as long
as all fields are initialized. For example, this constructor can pass around
self
as soon as all fields are initialized:
fn use(arg: MyPet):
pass
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int, cond: Bool):
self.name = name
if cond:
self.age = age
use(self) # Safe to use immediately!
self.age = age
use(self) # Safe to use immediately!
fn use(arg: MyPet):
pass
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int, cond: Bool):
self.name = name
if cond:
self.age = age
use(self) # Safe to use immediately!
self.age = age
use(self) # Safe to use immediately!
Constructors and implicit conversion
Mojo supports implicit conversion from one type to another. Implicit conversion can happen when one of the following occurs:
- You assign a value of one type to a variable with a different type.
- You pass a value of one type to a function that requires a different type.
In both cases, implicit conversion is supported when the target type defines a constructor that takes a single required, non-keyword argument of the source type. For example:
var a = Source()
var b: Target = a
var a = Source()
var b: Target = a
Mojo implicitly converts the Source
value in a
to a Target
value if
Target
defines a matching constructor like this:
struct Target:
fn __init__(inout self, s: Source): ...
struct Target:
fn __init__(inout self, s: Source): ...
With implicit conversion, the assignment above is essentially identical to:
var b = Target(a)
var b = Target(a)
The constructor used for implicit conversion can take optional arguments, so
the following constructor would also support implicit conversion from Source
to Target
:
struct Target:
fn __init__(inout self, s: Source, reverse: Bool = False): ...
struct Target:
fn __init__(inout self, s: Source, reverse: Bool = False): ...
Implicit conversion also occurs if the type doesn't declare its own constructor,
but instead uses the @value
decorator, and the type
has only one field. That's because Mojo automatically creates a member-wise
constructor for each field, and when there is only one field, that synthesized
constructor works exactly like a conversion constructor. For example, this
type also can convert a Source
value to a Target
value:
@value
struct Target:
var s: Source
@value
struct Target:
var s: Source
Implicit conversion can fail if Mojo can't unambiguously match the conversion to a constructor. For example, if the target type has two overloaded constructors that take different types, and each of those types supports an implicit conversion from the source type, the compiler has two equally-valid paths to convert the values:
struct A:
fn __init__(inout self, s: Source): ...
struct B:
fn __init__(inout self, s: Source): ...
struct Target:
fn __init__(inout self, a: A): ...
fn __init__(inout self, b: B): ...
# Fails
var t = Target(Source())
struct A:
fn __init__(inout self, s: Source): ...
struct B:
fn __init__(inout self, s: Source): ...
struct Target:
fn __init__(inout self, a: A): ...
fn __init__(inout self, b: B): ...
# Fails
var t = Target(Source())
In this case, removing either one of the target type's constructors will fix the problem.
If you want to define a single-argument constructor, but you don't want the types to implicitly convert, you can define the constructor with a keyword-only argument:
struct Target:
# does not support implicit conversion
fn __init__(inout self, *, source: Source): ...
# the constructor must be called with a keyword
var t = Target(source=a)
struct Target:
# does not support implicit conversion
fn __init__(inout self, *, source: Source): ...
# the constructor must be called with a keyword
var t = Target(source=a)
Copy constructor
When Mojo encounters an assignment operator (=
), it tries to make a copy of
the right-side value by calling upon that type's copy constructor: the
__copyinit__()
method. Thus, it's the responsibility of the type author to
implement __copyinit__()
so it returns a copy of the value.
For example, the MyPet
type above does not have a copy constructor,
so this code fails to compile:
var mine = MyPet("Loki", 4)
var yours = mine # This requires a copy, but MyPet has no copy constructor
var mine = MyPet("Loki", 4)
var yours = mine # This requires a copy, but MyPet has no copy constructor
To make it work, we need to add the copy constructor, like this:
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int):
self.name = name
self.age = age
fn __copyinit__(inout self, existing: Self):
self.name = existing.name
self.age = existing.age
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, name: String, age: Int):
self.name = name
self.age = age
fn __copyinit__(inout self, existing: Self):
self.name = existing.name
self.age = existing.age
Now this code works to make a copy:
var mine = MyPet("Loki", 4)
var yours = mine
var mine = MyPet("Loki", 4)
var yours = mine
What makes Mojo's copy behavior different, compared to other languages, is that
__copyinit__()
is designed to perform a deep copy of all fields in the type
(as per value semantics). That is,
it copies heap-allocated values, rather than just copying the pointer.
However, the Mojo compiler doesn't enforce this, so it's the type author's
responsibility to implement __copyinit__()
with value semantics. For example,
here's a new HeapArray
type that performs a deep copy in the copy constructor:
struct HeapArray:
var data: UnsafePointer[Int]
var size: Int
var cap: Int
fn __init__(inout self, size: Int, val: Int):
self.size = size
self.cap = size * 2
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(val)
fn __copyinit__(inout self, existing: Self):
# Deep-copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(existing.data[i])
# The lifetime of `existing` continues unchanged
fn __del__(owned self):
# We must free the heap-allocated data, but
# Mojo knows how to destroy the other fields
for i in range(self.size):
(self.data + i).destroy_pointee()
self.data.free()
fn append(inout self, val: Int):
# Update the array for demo purposes
if self.size < self.cap:
(self.data + self.size).init_pointee_copy(val)
self.size += 1
else:
print("Out of bounds")
fn dump(self):
# Print the array contents for demo purposes
print("[", end="")
for i in range(self.size):
if i > 0:
print(", ", end="")
print(self.data[i], end="")
print("]")
struct HeapArray:
var data: UnsafePointer[Int]
var size: Int
var cap: Int
fn __init__(inout self, size: Int, val: Int):
self.size = size
self.cap = size * 2
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(val)
fn __copyinit__(inout self, existing: Self):
# Deep-copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(existing.data[i])
# The lifetime of `existing` continues unchanged
fn __del__(owned self):
# We must free the heap-allocated data, but
# Mojo knows how to destroy the other fields
for i in range(self.size):
(self.data + i).destroy_pointee()
self.data.free()
fn append(inout self, val: Int):
# Update the array for demo purposes
if self.size < self.cap:
(self.data + self.size).init_pointee_copy(val)
self.size += 1
else:
print("Out of bounds")
fn dump(self):
# Print the array contents for demo purposes
print("[", end="")
for i in range(self.size):
if i > 0:
print(", ", end="")
print(self.data[i], end="")
print("]")
Notice that __copyinit__()
does not copy the UnsafePointer
value (doing so would
make the copied value refer to the same data
memory address as the original
value, which is a shallow copy). Instead, we initialize a new UnsafePointer
to
allocate a new block of memory, and then copy over all the heap-allocated
values (this is a deep copy).
Thus, when we copy an instance of HeapArray
, each copy has its own value on
the heap, so changes to one value do not affect the other, as shown here:
fn copies():
var a = HeapArray(2, 1)
var b = a # Calls the copy constructor
a.dump() # Prints [1, 1]
b.dump() # Prints [1, 1]
b.append(2) # Changes the copied data
b.dump() # Prints [1, 1, 2]
a.dump() # Prints [1, 1] (the original did not change)
fn copies():
var a = HeapArray(2, 1)
var b = a # Calls the copy constructor
a.dump() # Prints [1, 1]
b.dump() # Prints [1, 1]
b.append(2) # Changes the copied data
b.dump() # Prints [1, 1, 2]
a.dump() # Prints [1, 1] (the original did not change)
If your type doesn't use any pointers for heap-allocated data, then writing the
constructor and copy constructor is all boilerplate code that you shouldn't
have to write. For most structs that don't manage memory explicitly, you can
just add the @value
decorator to your
struct definition and Mojo will synthesize the __init__()
, __copyinit__()
,
and __moveinit__()
methods.
Move constructor
Although copying values provides predictable behavior that matches Mojo's value semantics, copying some data types can be a significant hit on performance. If you're familiar with reference semantics, then the solution here might seem clear: instead of making a copy when passing a value, share the value as a reference. And if the original variable is no longer needed, nullify the original to avoid any double-free or use-after-free errors. That's generally known as a move operation: the memory block holding the data remains the same (the memory does not actually move), but the pointer to that memory moves to a new variable.
To support moving a value, implement the __moveinit__()
method. The
__moveinit__()
method performs a consuming move: it transfers
ownership
of a value from one variable to another when the original variable's lifetime
ends (also called a "destructive move").
When a move occurs, Mojo immediately invalidates the original variable, preventing any access to it and disabling its destructor. Invalidating the original variable is important to avoid memory errors on heap-allocated data, such as use-after-free and double-free errors.
Here's how to add the move constructor to the HeapArray
example:
struct HeapArray:
var data: UnsafePointer[Int]
var size: Int
var cap: Int
fn __init__(inout self, size: Int, val: Int):
self.size = size
self.cap = size * 2
self.data = UnsafePointer[Int].alloc(self.size)
for i in range(self.size):
(self.data + i).init_pointee_copy(val)
fn __copyinit__(inout self, existing: Self):
# Deep-copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(existing.data[i])
# The lifetime of `existing` continues unchanged
fn __moveinit__(inout self, owned existing: Self):
print("move")
# Shallow copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = existing.data
# Then the lifetime of `existing` ends here, but
# Mojo does NOT call its destructor
fn __del__(owned self):
# We must free the heap-allocated data, but
# Mojo knows how to destroy the other fields
for i in range(self.size):
(self.data + i).destroy_pointee()
self.data.free()
fn append(inout self, val: Int):
# Update the array for demo purposes
if self.size < self.cap:
(self.data + self.size).init_pointee_copy(val)
self.size += 1
else:
print("Out of bounds")
fn dump(self):
# Print the array contents for demo purposes
print("[", end="")
for i in range(self.size):
if i > 0:
print(", ", end="")
print(self.data[i], end="")
print("]")
struct HeapArray:
var data: UnsafePointer[Int]
var size: Int
var cap: Int
fn __init__(inout self, size: Int, val: Int):
self.size = size
self.cap = size * 2
self.data = UnsafePointer[Int].alloc(self.size)
for i in range(self.size):
(self.data + i).init_pointee_copy(val)
fn __copyinit__(inout self, existing: Self):
# Deep-copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = UnsafePointer[Int].alloc(self.cap)
for i in range(self.size):
(self.data + i).init_pointee_copy(existing.data[i])
# The lifetime of `existing` continues unchanged
fn __moveinit__(inout self, owned existing: Self):
print("move")
# Shallow copy the existing value
self.size = existing.size
self.cap = existing.cap
self.data = existing.data
# Then the lifetime of `existing` ends here, but
# Mojo does NOT call its destructor
fn __del__(owned self):
# We must free the heap-allocated data, but
# Mojo knows how to destroy the other fields
for i in range(self.size):
(self.data + i).destroy_pointee()
self.data.free()
fn append(inout self, val: Int):
# Update the array for demo purposes
if self.size < self.cap:
(self.data + self.size).init_pointee_copy(val)
self.size += 1
else:
print("Out of bounds")
fn dump(self):
# Print the array contents for demo purposes
print("[", end="")
for i in range(self.size):
if i > 0:
print(", ", end="")
print(self.data[i], end="")
print("]")
The critical feature of __moveinit__()
is that it takes the incoming value as
owned
, meaning this method gets unique ownership of the value. Moreover,
because this is a dunder method that Mojo calls only when performing a move
(during ownership transfer), the existing
argument is guaranteed to be a
mutable reference to the original value, not a copy (unlike other methods that
may declare an argument as owned
, but might receive the value as a copy if the
method is called without the ^
transfer
sigil).
That is, Mojo calls this move constructor only when the original variable's
lifetime actually ends at the point of transfer.
Here's an example showing how to invoke the move constructor for HeapArray
:
fn moves():
var a = HeapArray(3, 1)
a.dump() # Prints [1, 1, 1]
var b = a^ # Prints "move"; the lifetime of `a` ends here
b.dump() # Prints [1, 1, 1]
#a.dump() # ERROR: use of uninitialized value 'a'
fn moves():
var a = HeapArray(3, 1)
a.dump() # Prints [1, 1, 1]
var b = a^ # Prints "move"; the lifetime of `a` ends here
b.dump() # Prints [1, 1, 1]
#a.dump() # ERROR: use of uninitialized value 'a'
Notice that __moveinit__()
performs a shallow copy of the
existing field values (it copies the pointer, instead of allocating new memory
on the heap), which is what makes it useful for types with heap-allocated
values that are expensive to copy.
To go further and ensure your type can never be copied, you can make it
"move-only" by implementing __moveinit__()
and excluding __copyinit__()
.
A move-only type can be passed to other variables and passed into functions
with any argument convention (borrowed
, inout
, and owned
)—the only catch
is that you must use the ^
transfer sigil to end the lifetime of a
move-only type when assigning it to a new variable or when passing it as an
owned
argument.
Simple value types
Because copy and move constructors are opt-in, Mojo provides great control for exotic use cases (such as for atomic values that should never be copied or moved), but most structs are simple aggregations of other types that should be easily copied and moved, and we don't want to write a lot of boilerplate constructors for those simple value types.
To solve this, Mojo provides the @value
decorator, which synthesizes the
boilerplate code for the __init__()
, __copyinit__()
, and __moveinit__()
methods.
For example, consider a simple struct like this:
@value
struct MyPet:
var name: String
var age: Int
@value
struct MyPet:
var name: String
var age: Int
Mojo sees the @value
decorator and notices that you don't have a member-wise
initializer (a constructor with arguments for each field), a copy constructor,
or a move constructor, so it synthesizes them for you. The result is as if you
had actually written this:
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, owned name: String, age: Int):
self.name = name^
self.age = age
fn __copyinit__(inout self, existing: Self):
self.name = existing.name
self.age = existing.age
fn __moveinit__(inout self, owned existing: Self):
self.name = existing.name^
self.age = existing.age
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, owned name: String, age: Int):
self.name = name^
self.age = age
fn __copyinit__(inout self, existing: Self):
self.name = existing.name
self.age = existing.age
fn __moveinit__(inout self, owned existing: Self):
self.name = existing.name^
self.age = existing.age
Mojo synthesizes each lifecycle method only when it doesn't exist, so
you can use @value
and still define your own versions to override the default
behavior. For example, it is fairly common to use the default member-wise and
move constructor, but create a custom copy constructor. Another common pattern
is to use @value
to create a member-wise constructor, and add overloads that
take different sets of arguments. For example, if you want to create
a MyPet
struct without specifying an age, you could add an overloaded
constructor:
@value
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, owned name: String):
self.name = name^
self.age = 0
@value
struct MyPet:
var name: String
var age: Int
fn __init__(inout self, owned name: String):
self.name = name^
self.age = 0
Note that this overloaded constructor doesn't prevent the @value
decorator
from synthesizing the member-wise constructor. To override this default
constructor, you'd need to add a constructor with the same signature as the
default member-wise constructor.
Something you can see in this code that we didn't mention yet is that the
__init__()
method takes all arguments as owned
, because the constructor
must take ownership to store each value. This is a useful micro-optimization
and enables the use of move-only types. Trivial types like Int
are also
passed as owned
, but because ownership doesn't mean anything for integers, we
can elide that declaration and the transfer sigil (^
) for simplicity. The
transfer operator is also just a formality in this case, because, even if it's
not used with self.name = name^
, the Mojo compiler will notice that name
is
last used here and convert this assignment into a move, instead of a
copy+delete.
Trivial types
So far, we've talked about values that live in memory, which means they have an identity (an address) that can be passed around among functions (passed "by reference"). This is great for most types, and it's a safe default for large objects with expensive copy operations. However, it's inefficient for tiny things like a single integer or floating point number. We call these types "trivial" because they are just "bags of bits" that should be copied, moved, and destroyed without invoking any custom lifecycle methods.
Trivial types are the most common types that surround us, and from a language perspective, Mojo doesn’t need special support for these written in a struct. Usually, these values are so tiny that they should be passed around in CPU registers, not indirectly through memory.
As such, Mojo provides a struct decorator to declare these types of values:
@register_passable("trivial")
. This decorator tells Mojo that the type should
be copyable and movable but that it has no user-defined logic (no lifecycle
methods) for doing this. It also tells Mojo to pass the value in CPU registers
whenever possible, which has clear performance benefits.
You'll see this decorator on types like Int
in the standard library:
@register_passable("trivial")
struct Int:
var value: __mlir_type.index
fn __init__(value: __mlir_type.index) -> Int:
return Self {value: value}
...
@register_passable("trivial")
struct Int:
var value: __mlir_type.index
fn __init__(value: __mlir_type.index) -> Int:
return Self {value: value}
...
We expect to use this decorator pervasively on Mojo standard library types, but it is safe to ignore for general application-level code.
For more information, see the @register_passable
documentation.
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