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#284 in Data structures
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Used in 3 crates
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SLoC
alot
A set of collections for storing values in a map-like structure using generated
unique keys. The base collection type, Lots<T>
, returns a LotId
for each
stored value. The stored values can be retrieved or removed using their LotId
.
This collection provides insert and read performance comparable to Vec<T>
, but
does not guarantee anything about the order of the contained values.
If ordering is needed, OrderedLots<T>
is provided which tracks the order of
elements while still allowing lookups by LotId
. Removing a value by its
LotId
becomes an O(n) operation with this collection.
Lots<T>
: Unordered collection of T
use alot::Lots;
let mut map = Lots::new();
// Similar to a Vec, push adds a new value to the collection.
let greeting = map.push("hello, world");
// Prints: Greeting: LotId { generation: 1, index: 0 }
println!("Greeting: {greeting:?}");
// Values can be retrieved by their LotId.
assert_eq!(map[greeting], "hello, world");
OrderedLots<T>
: Ordered collection of T
use alot::OrderedLots;
let mut map = OrderedLots::new();
// Values stored in OrderedLots can be accessed by index or by their LotId.
let c = map.push("c");
let a = map.push("a");
assert_eq!(map[c], map[0]);
// With OrderedLots, values can be inserted as well as pushed.
let b = map.insert(1, "b");
assert_eq!(map, &["c", "b", "a"]);
// OrderedLots also provides sorting functions.
map.sort();
assert_eq!(map, &["a", "b", "c"]);
What separates this crate from others?
There are several approaches to "slot maps" or "generational arenas" or other similarly named structures. This crate takes two approaches that make it unique:
- No unsafe code.
LotId
is a singleusize
. Most slot maps useusize
for indicies, and an additionalusize
for the generation.- Internally, the storage for each value only has a maximum of 2 bytes of
overhead, excluding padding the compiler may add. Most generational maps must
store a
usize
for the generation, and many incur an additional byte of overhead due to usingOption<T>
. - The free list is a
Vec<usize>
, rather than attempting to reuse the empty slot's space. This was chosen for these advantages:- Without unsafe on a 64-bit architecture, it's impossible to fit 48 bits of
index data in the Empty state without causing the
SlotData
enum to take up more space than it currently does whensize_of::<T>()
is less than the size of ausize
. For example, the internal slot storage forLots<u16>
uses 4 bytes per value. - Unless the collection is drained or undergoes large numbers of removals, the free list is usually short.
- Without unsafe on a 64-bit architecture, it's impossible to fit 48 bits of
index data in the Empty state without causing the
These design choices cause these limitations on this implementation:
- Collections are limited to 75% of the maximum
usize
. In general, this isn't a real limitation as allocating a contiguous region of memory that spans 75% of the target architecture's RAM isn't practical. On a 64-bit platform,Lots<T>
can hold 2^48 items -- 281 trillion items. - Compared to implementations that utilize a full
usize
for generations, this implementation will be more likely to return data for a stale ID due to the generation rotating. - Collections that grow large and then shrink very small again in most situations will utilize more RAM than alternate solutions that use a linked-list approach to keeping track of free slots.