mem_dbg

Traits and associated procedural macros to inspect recursively the memory usage and layout of a value.

The trait MemSize can be used to compute the overall memory usage of a value in bytes; the standard library function std::mem::size_of returns the stack size of a type in bytes, but it does not take into consideration heap memory. We provide implementations for most basic types, a derive macro for structs and enums whose fields implement MemSize, and support for a few other crates via optional features.

The trait MemDbg, which depends on MemSize, can be used to display the recursive layout of a value, together with the size of each part and the associated padding bytes.

Why MemSize

Other traits partially provide the functionality of MemSize, but either they require implementing manually a trait, which is prone to error, or they do not provide the flexibility necessary for MemDbg. Most importantly, MemSize uses the type system to avoid iterating over the content of a container (a vector, etc.) when it is not necessary, making it possible to compute instantly the size of values occupying hundreds of gigabytes of heap memory.

This is the result of the benchmark btree_set_comp contained in the examples directory. It builds a B-tree set with a hundred million usize entries and then measures its heap size:

Allocated:    3428571500
get_size:     1600000024 349387500 ns
deep_size_of: 1800000024 284149583 ns
mem_size:     3416666554 41 ns

The first line is the number of bytes allocated by the program as returned by cap. Then, we display the result of get-size, deepsize, and our own MemSize. Note that the first two crates are just measuring the space used by the items, and not by the data structure (i.e., they are not taking into account the load factor and the power-of-two size constraint of the hash map). Moreover, all other crates are about six orders of magnitude slower than our implementation, due to the necessity to iterate over all elements.

In general, while the size estimation of BTreeSet, BTreeMap, HashSet, and HashMap is heuristic in all libraries, mem_dbg is significantly more precise, and takes into account the load factor and the power-of-two size constraint of the hash table.

The following table compares the MemSize trait from this crate against the crates deepsize and get-size. The true memory usage (0% error) is again calculated using the allocator from the cap crate.

References

Two flags, SizeFlags::FOLLOW_REFS and DbgFlags::FOLLOW_REFS, make it possible to follow references when computing the size or displaying the layout of a value. Analogously, SizeFlags::FOLLOW_RC and DbgFlags::FOLLOW_RC make it possible to follow Rc/Arc smart pointers.

Padding

The trait MemDbg is useful to display the layout of a value and understand how much memory is used by each part. In particular, it exploits the new stable macro [std::mem::offset_of] to display the padding of each field in square brackets; moreover, the flag DbgFlags::RUST_LAYOUT makes it possible to display structures in the layout used by the Rust compiler, rather than that given by declaration order.

These features are also available for enums using the feature offset_of_enum, which however needs the nightly compiler, as it enables the unstable feature offset_of_enum.

Features

• std: enables the use of the standard library; this is enabled by default.
• derive: enables the derive macros MemSize and MemDbg; this is enabled by default.
• offset_of_enum: support for padding and for the DbgFlags::RUST_LAYOUT flag for enums. Requires the nightly compiler as it enables the unstable feature offset_of_enum. Calling mem_dbg with the flag DbgFlags::RUST_LAYOUT without this feature enabled will result in a panic.
• half: support for the half crate.
• maligned: support for the maligned crate.
• mmap-rs: support for the mmap-rs crate.
• rand: support for the rand crate.

Examples

This is an example program using MemSize and MemDbg. Note that we cannot visualize the effect of the useful DbgFlags::COLOR flag, which colorizes sizes depending on their magnitude.

# #![cfg_attr(feature = "offset_of_enum", feature(offset_of_enum))]

# fn main() -> Result<(), Box<dyn std::error::Error>> {

# #[cfg(all(feature = "std", feature = "derive"))]
# {
use mem_dbg::*;

#[derive(MemSize, MemDbg)]
struct Struct<A, B> {
    a: A,
    b: B,
    test: isize,
}

#[derive(MemSize, MemDbg)]
struct Data<A> {
    a: A,
    b: Vec<i32>,
    c: (u8, String),
}

#[derive(MemSize, MemDbg)]
union SingletonUnion<A: Copy> {
    a: A
}

#[derive(MemSize, MemDbg)]
enum TestEnum {
    Unit,
    Unit2(),
    Unit3 {},
    Union(SingletonUnion<u8>),
    Unnamed(usize, u8),
    Named { first: usize, second: u8 },
}

let b = Vec::with_capacity(100);

let s = Struct {
    a: TestEnum::Unnamed(0, 16),
    b: Data {
        a: vec![0x42_u8; 700],
        b,
        c: (1, "foo".to_owned()),
    },
    test: -0xbadf00d,
};

println!("size:     {}", s.mem_size(SizeFlags::default()));
println!("capacity: {}", s.mem_size(SizeFlags::CAPACITY));
println!();

s.mem_dbg(DbgFlags::empty())?;

println!();

println!("size:     {}", s.mem_size(SizeFlags::default()));
println!("capacity: {}", s.mem_size(SizeFlags::CAPACITY));
println!();

s.mem_dbg(DbgFlags::default() | DbgFlags::CAPACITY | DbgFlags::HUMANIZE)?;

#[cfg(feature = "offset_of_enum")]
{
    println!();

    println!("size:     {}", s.mem_size(SizeFlags::default()));
    println!("capacity: {}", s.mem_size(SizeFlags::CAPACITY));
    println!();

    s.mem_dbg(DbgFlags::empty() | DbgFlags::RUST_LAYOUT)?;
}
# }
# Ok(())
# }

The previous program prints:

size:     807
capacity: 1207

807 B ⏺
 16 B ├╴a
      │ ├╴Variant: Unnamed
  8 B │ ├╴0
  1 B │ ╰╴1
783 B ├╴b
724 B │ ├╴a
 24 B │ ├╴b
 35 B │ ╰╴c
  1 B │   ├╴0 [7B]
 27 B │   ╰╴1
  8 B ╰╴test

size:     807
capacity: 1207

1.207 kB 100.00% ⏺: readme::main::Struct<readme::main::TestEnum, readme::main::Data<alloc::vec::Vec<u8>>>
   16  B   1.33% ├╴a: readme::main::TestEnum
                 │ ├╴Variant: Unnamed
    8  B   0.66% │ ├╴0: usize
    1  B   0.08% │ ╰╴1: u8
1.183 kB  98.01% ├╴b: readme::main::Data<alloc::vec::Vec<u8>>
  724  B  59.98% │ ├╴a: alloc::vec::Vec<u8>
  424  B  35.13% │ ├╴b: alloc::vec::Vec<i32>
   35  B   2.90% │ ╰╴c: (u8, alloc::string::String)
    1  B   0.08% │   ├╴0: u8 [7B]
   27  B   2.24% │   ╰╴1: alloc::string::String
    8  B   0.66% ╰╴test: isize

If run with the feature offset_of_enum, it prints:

size:     807
capacity: 1207

807 B ⏺
 16 B ├╴a
      │ ├╴Variant: Unnamed
  8 B │ ├╴0
  1 B │ ╰╴1 [6B]
783 B ├╴b
724 B │ ├╴a
 24 B │ ├╴b
 35 B │ ╰╴c
  1 B │   ├╴0 [7B]
 27 B │   ╰╴1
  8 B ╰╴test

size:     807
capacity: 1207

1.207 kB 100.00% ⏺: readme::main::Struct<readme::main::TestEnum, readme::main::Data<alloc::vec::Vec<u8>>>
   16  B   1.33% ├╴a: readme::main::TestEnum
                 │ ├╴Variant: Unnamed
    8  B   0.66% │ ├╴0: usize
    1  B   0.08% │ ╰╴1: u8 [6B]
1.183 kB  98.01% ├╴b: readme::main::Data<alloc::vec::Vec<u8>>
  724  B  59.98% │ ├╴a: alloc::vec::Vec<u8>
  424  B  35.13% │ ├╴b: alloc::vec::Vec<i32>
   35  B   2.90% │ ╰╴c: (u8, alloc::string::String)
    1  B   0.08% │   ├╴0: u8 [7B]
   27  B   2.24% │   ╰╴1: alloc::string::String
    8  B   0.66% ╰╴test: isize

size:     807
capacity: 1207

807 B ⏺
783 B ├╴b
724 B │ ├╴a
 24 B │ ├╴b
 35 B │ ╰╴c
  1 B │   ├╴0 [7B]
 27 B │   ╰╴1
 16 B ├╴a
      │ ├╴Variant: Unnamed
  1 B │ ├╴1 [6B]
  8 B │ ╰╴0
  8 B ╰╴test

Caveats

• We support out-of-the-box most basic types, and tuples up to size ten. The derive macros MemSize/MemDbg will generate implementations for structs and enums whose fields implement the associated interface: if this is not the case (e.g., because of the orphan rule) one can implement the traits manually.

• If you invoke the methods of this crate on a shared reference, the compiler will automatically dereference it, and the method will be invoked on the referenced type:

# fn main() -> Result<(), Box<dyn std::error::Error>> {
use mem_dbg::*;

let mut x: [i32; 4] = [0, 0, 0, 0];

assert_eq!(
    (&x).mem_size(SizeFlags::default()),
    std::mem::size_of::<[i32; 4]>()
);

assert_eq!(
    (&mut x).mem_size(SizeFlags::default()),
    std::mem::size_of::<&mut [i32; 4]>()
);

assert_eq!(
    <&[i32; 4] as MemSize>::mem_size(&&x, SizeFlags::default()),
    std::mem::size_of::<&[i32; 4]>()
);
# Ok(())
# }

• Computation of the size of arrays, slices, and vectors will be performed by iterating over their elements unless the type is a copy type that does not contain non-'static references and it is declared as such using the attribute #[copy_type]. See CopyType for more details.

• The content of vectors and slices is not expanded recursively as the output might be too complex; this might change in the future (e.g., via a flag) should interesting use cases arise.

• Regarding unions, we only support completely the special case of the single field union, for which we implement both the derive macros MemSize/MemDbg. For the more complex cases of unions with multiple fields, we only provide the MemSize derive macro with partial support, excluding support for the SizeFlags::FOLLOW_REFS flag. If full support for derive macros MemSize/MemDbg in the case of an union with multiple fields, one can implement the traits manually.