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//===----------------------------------------------------------------------===//
//
// This source file is part of the Swift Collections open source project
//
// Copyright (c) 2019 - 2024 Apple Inc. and the Swift project authors
// Licensed under Apache License v2.0 with Runtime Library Exception
//
// See https://swift.org/LICENSE.txt for license information
//
//===----------------------------------------------------------------------===//
/// An unordered collection of unique keys and associated values, optimized for
/// mutating shared copies and comparing different snapshots of the same
/// collection.
///
/// `TreeDictionary` has the same functionality as a standard
/// `Dictionary`, and it largely implements the same APIs: both are hashed
/// collection types with convenient and efficient ways to look up the value
/// associated with a particular key, and both types are unordered, meaning that
/// neither type provides any guarantees about the ordering of their items.
///
/// However, `TreeDictionary` is optimizing specifically for use cases
/// that need to mutate shared copies or to compare a dictionary value to one of
/// its older snapshots. To use a term from functional programming,
/// `TreeDictionary` implements a _persistent data structure_.
///
/// The standard `Dictionary` stores its members in a single, flat hash table,
/// and it implements value semantics with all-or-nothing copy-on-write
/// behavior: every time a shared copy of a dictionary is mutated, the mutation
/// needs to make a full copy of the dictionary's storage.
/// `TreeDictionary` takes a different approach: it organizes its members
/// into a tree structure, the nodes of which can be freely shared across
/// collection values. When mutating a shared copy of a dictionary value,
/// `TreeDictionary` is able to simply link the unchanged parts of the
/// tree directly into the result, saving both time and memory.
///
/// This structural sharing also makes it more efficient to compare mutated
/// dictionaries values to earlier versions of themselves. When comparing or
/// combining dictionaries, parts that are shared across both inputs can
/// typically be handled in constant time, leading to a dramatic performance
/// boost when the two inputs are still largely unchanged:
///
/// var d = TreeDictionary(
/// uniqueKeysWithValues: (0 ..< 10_000).map { ($0, 2 * $0) })
/// let copy = d
/// d[20_000] = 42 // Expected to be an O(log(n)) operation
/// let diff = d.keys.subtracting(copy.keys) // Also O(log(n))!
/// // `diff` now holds the single item 20_000.
///
/// The tree structure also eliminates the need to reserve capacity in advance:
/// `TreeDictionary` creates, destroys and resizes individual nodes as
/// needed, always consuming just enough memory to store its contents. As of
/// Swift 5.9, the standard collection types never shrink their storage, so
/// temporary storage spikes can linger as unused but still allocated memory
/// long after the collection has shrunk back to its usual size.
///
/// Of course, switching to a tree structure comes with some trade offs. In
/// particular, inserting new items, removing existing ones, and iterating over
/// a `TreeDictionary` is expected to be a constant factor slower than a
/// standard `Dictionary` -- allocating/deallocating nodes isn't free, and
/// navigating the tree structure requires more pointer dereferences than
/// accessing a flat hash table. However the algorithmic improvements above
/// usually more than make up for this, as long as the use case can make use of
/// them.
@frozen // Not really -- this package is not at all ABI stable
public struct TreeDictionary<Key: Hashable, Value> {
@usableFromInline
internal typealias _Node = _HashNode<Key, Value>
@usableFromInline
internal typealias _UnsafeHandle = _Node.UnsafeHandle
@usableFromInline
var _root: _Node
/// The version number of this instance, used for quick index validation.
/// This is initialized to a (very weakly) random value and it gets
/// incremented on every mutation that needs to invalidate indices.
@usableFromInline
var _version: UInt
@inlinable
internal init(_root: _Node, version: UInt) {
self._root = _root
self._version = version
}
@inlinable
internal init(_new: _Node) {
self.init(_root: _new, version: _new.initialVersionNumber)
}
}
extension TreeDictionary {
/// Accesses the value associated with the given key for reading and writing.
///
/// This *key-based* subscript returns the value for the given key if the key
/// is found in the dictionary, or `nil` if the key is not found.
///
/// The following example creates a new dictionary and prints the value of a
/// key found in the dictionary (`"Coral"`) and a key not found in the
/// dictionary (`"Cerise"`).
///
/// var hues: TreeDictionary = ["Heliotrope": 296, "Coral": 16, "Aquamarine": 156]
/// print(hues["Coral"])
/// // Prints "Optional(16)"
/// print(hues["Cerise"])
/// // Prints "nil"
///
/// When you assign a value for a key and that key already exists, the
/// dictionary overwrites the existing value. If the dictionary doesn't
/// contain the key, the key and value are added as a new key-value pair.
///
/// Here, the value for the key `"Coral"` is updated from `16` to `18` and a
/// new key-value pair is added for the key `"Cerise"`.
///
/// hues["Coral"] = 18
/// print(hues["Coral"])
/// // Prints "Optional(18)"
///
/// hues["Cerise"] = 330
/// print(hues["Cerise"])
/// // Prints "Optional(330)"
///
/// If you assign `nil` as the value for the given key, the dictionary
/// removes that key and its associated value.
///
/// In the following example, the key-value pair for the key `"Aquamarine"`
/// is removed from the dictionary by assigning `nil` to the key-based
/// subscript.
///
/// hues["Aquamarine"] = nil
/// print(hues)
/// // Prints "["Coral": 18, "Heliotrope": 296, "Cerise": 330]"
///
/// Updating the value of an existing key only modifies the value: it does not
/// change the key that is stored in the dictionary. (In some cases, equal
/// keys may be distinguishable from each other by identity comparison or
/// some other means.)
///
/// Removing or updating an existing key-value pair or inserting a new
/// key-value pair invalidates all indices in the dictionary. Removing a
/// key that doesn't exist does not invalidate any indices.
///
/// - Parameter key: The key to find in the dictionary.
///
/// - Returns: The value associated with `key` if `key` is in the dictionary;
/// otherwise, `nil`.
///
/// - Complexity: Looking up the value for a key is expected to traverse
/// O(log(`count`)) tree nodes and to do at most O(1) hashing/comparison
/// operations on the `Element` type, as long as `Element` properly
/// implements hashing.
///
/// Updating the dictionary through this subscript is expected to copy at
/// most O(log(`count`)) existing members.
@inlinable
public subscript(key: Key) -> Value? {
get {
_root.get(.top, key, _Hash(key))
}
set {
if let value = newValue {
_updateValue(value, forKey: key)
_invalidateIndices()
} else {
removeValue(forKey: key)
}
}
@inline(__always) // https://github.com/apple/swift-collections/issues/164
_modify {
_invalidateIndices()
var state = _root.prepareValueUpdate(key, _Hash(key))
defer {
_root.finalizeValueUpdate(state)
}
yield &state.value
}
}
/// Accesses the value with the given key. If the dictionary doesn't contain
/// the given key, accesses the provided default value as if the key and
/// default value existed in the dictionary.
///
/// Use this subscript when you want either the value for a particular key
/// or, when that key is not present in the dictionary, a default value. This
/// example uses the subscript with a message to use in case an HTTP response
/// code isn't recognized:
///
/// var responseMessages: TreeDictionary = [
/// 200: "OK",
/// 403: "Access forbidden",
/// 404: "File not found",
/// 500: "Internal server error"]
///
/// let httpResponseCodes = [200, 403, 301]
/// for code in httpResponseCodes {
/// let message = responseMessages[code, default: "Unknown response"]
/// print("Response \(code): \(message)")
/// }
/// // Prints "Response 200: OK"
/// // Prints "Response 403: Access forbidden"
/// // Prints "Response 301: Unknown response"
///
/// When a dictionary's `Value` type has value semantics, you can use this
/// subscript to perform in-place operations on values in the dictionary.
/// The following example uses this subscript while counting the occurrences
/// of each letter in a string:
///
/// let message = "Hello, Elle!"
/// var letterCounts: TreeDictionary<Character, Int> = [:]
/// for letter in message {
/// letterCounts[letter, default: 0] += 1
/// }
/// // letterCounts == ["H": 1, "e": 2, "l": 4, "o": 1, ...]
///
/// When `letterCounts[letter, defaultValue: 0] += 1` is executed with a
/// value of `letter` that isn't already a key in `letterCounts`, the
/// specified default value (`0`) is returned from the subscript,
/// incremented, and then added to the dictionary under that key.
///
/// Updating the value of an existing key only modifies the value: it does not
/// change the key that is stored in the dictionary. (In some cases, equal
/// keys may be distinguishable from each other by identity comparison or
/// some other means.)
///
/// Calling this method invalidates all existing indices in the dictionary.
///
/// - Note: Do not use this subscript to modify dictionary values if the
/// dictionary's `Value` type is a class. In that case, the default value
/// and key are not written back to the dictionary after an operation. (For
/// a variant of this operation that supports this usecase, see
/// `updateValue(forKey:default:_:)`.)
///
/// - Parameters:
/// - key: The key the look up in the dictionary.
/// - defaultValue: The default value to use if `key` doesn't exist in the
/// dictionary.
///
/// - Returns: The value associated with `key` in the dictionary; otherwise,
/// `defaultValue`.
///
/// - Complexity: Looking up the value for a key is expected to do at most
/// O(1) hashing/comparison operations on the `Element` type, as long as
/// `Element` properly implements hashing.
///
/// Updating the dictionary through this subscript is expected to copy at
/// most O(log(`count`)) existing members.
@inlinable
public subscript(
key: Key,
default defaultValue: @autoclosure () -> Value
) -> Value {
get {
_root.get(.top, key, _Hash(key)) ?? defaultValue()
}
set {
_updateValue(newValue, forKey: key)
_invalidateIndices()
}
@inline(__always) // https://github.com/apple/swift-collections/issues/164
_modify {
_invalidateIndices()
var state = _root.prepareDefaultedValueUpdate(
.top, key, defaultValue, _Hash(key))
defer {
_root.finalizeDefaultedValueUpdate(state)
}
yield &state.item.value
}
}
/// Returns the index for the given key.
///
/// If the given key is found in the dictionary, this method returns an index
/// into the dictionary that corresponds with the key-value pair. If the
/// key is not found, then this method returns `nil`.
///
/// - Parameter key: The key to find in the dictionary.
///
/// - Returns: The index for `key` and its associated value if `key` is in
/// the dictionary; otherwise, `nil`.
///
/// - Complexity: This operation is expected to perform O(1) hashing and
/// comparison operations on average, provided that `Element` implements
/// high-quality hashing.
@inlinable
public func index(forKey key: Key) -> Index? {
guard let path = _root.path(to: key, _Hash(key))
else { return nil }
return Index(_root: _root.unmanaged, version: _version, path: path)
}
/// Updates the value stored in the dictionary for the given key, or appends a
/// new key-value pair if the key does not exist.
///
/// Use this method instead of key-based subscripting when you need to know
/// whether the new value supplants the value of an existing key. If the
/// value of an existing key is updated, `updateValue(_:forKey:)` returns
/// the original value.
///
/// var hues: TreeDictionary = [
/// "Heliotrope": 296,
/// "Coral": 16,
/// "Aquamarine": 156]
///
/// if let oldValue = hues.updateValue(18, forKey: "Coral") {
/// print("The old value of \(oldValue) was replaced with a new one.")
/// }
/// // Prints "The old value of 16 was replaced with a new one."
///
/// If the given key is not present in the dictionary, this method appends the
/// key-value pair and returns `nil`.
///
/// if let oldValue = hues.updateValue(330, forKey: "Cerise") {
/// print("The old value of \(oldValue) was replaced with a new one.")
/// } else {
/// print("No value was found in the dictionary for that key.")
/// }
/// // Prints "No value was found in the dictionary for that key."
///
/// Updating the value of an existing key only modifies the value: it does not
/// change the key that is stored in the dictionary. (In some cases, equal
/// keys may be distinguishable from each other by identity comparison or
/// some other means.)
///
/// Calling this method invalidates all existing indices in the dictionary.
///
/// - Parameters:
/// - value: The new value to add to the dictionary.
/// - key: The key to associate with `value`. If `key` already exists in
/// the dictionary, `value` replaces the existing associated value. If
/// `key` isn't already a key of the dictionary, the `(key, value)` pair
/// is added.
///
/// - Returns: The value that was replaced, or `nil` if a new key-value pair
/// was added.
///
/// - Complexity: This operation is expected to copy at most O(log(`count`))
/// existing members and to perform at most O(1) hashing/comparison
/// operations on the `Element` type, as long as `Element` properly
/// implements hashing.
@inlinable
@discardableResult
public mutating func updateValue(
_ value: __owned Value, forKey key: Key
) -> Value? {
defer { _fixLifetime(self) }
let hash = _Hash(key)
let r = _root.updateValue(.top, forKey: key, hash) {
$0.initialize(to: (key, value))
}
_invalidateIndices()
if r.inserted { return nil }
return _UnsafeHandle.update(r.leaf) {
let p = $0.itemPtr(at: r.slot)
let old = p.pointee.value
p.pointee.value = value
return old
}
}
@inlinable
@discardableResult
internal mutating func _updateValue(
_ value: __owned Value, forKey key: Key
) -> Bool {
defer { _fixLifetime(self) }
let hash = _Hash(key)
let r = _root.updateValue(.top, forKey: key, hash) {
$0.initialize(to: (key, value))
}
if r.inserted { return true }
_UnsafeHandle.update(r.leaf) {
$0[item: r.slot].value = value
}
return false
}
/// Calls `body` to directly update the current value of `key` in the
/// dictionary.
///
/// You can use this method to perform in-place operations on values in the
/// dictionary, whether or not `Value` has value semantics. The following
/// example uses this method while counting the occurrences of each letter
/// in a string:
///
/// let message = "Hello, Elle!"
/// var letterCounts: TreeDictionary<Character, Int> = [:]
/// for letter in message {
/// letterCounts.updateValue(forKey: letter) { count in
/// if count == nil {
/// count = 1
/// } else
/// count! += 1
/// }
/// }
/// }
/// // letterCounts == ["H": 1, "e": 2, "l": 4, "o": 1, ...]
///
/// Updating the value of an existing key only modifies the value: it does not
/// change the key that is stored in the dictionary. (In some cases, equal
/// keys may be distinguishable from each other by identity comparison or
/// some other means.)
///
/// Removing or updating an existing key-value pair or inserting a new
/// key-value pair invalidates all indices in the dictionary. Removing a
/// key that doesn't exist does not invalidate any indices.
///
/// - Parameters:
/// - key: The key whose value to look up.
/// - body: A function that performs an in-place mutation on the dictionary
/// value. If `key` exists in the dictionary, then `body` is called with
/// its current value; otherwise `body` is passed `nil`.
///
/// - Returns: The return value of `body`.
///
/// - Complexity: In addition to calling `body`, this operation is expected
/// to copy at most O(log(`count`)) existing members and to perform at
/// most O(1) hashing/comparison operations on the `Element` type, as long
/// as `Element` properly implements hashing.
@inlinable @inline(__always)
public mutating func updateValue<R>(
forKey key: Key,
with body: (inout Value?) throws -> R
) rethrows -> R {
try body(&self[key])
}
/// Ensures that the specified key exists in the dictionary (by inserting one
/// with the supplied default value if necessary), then calls `body` to update
/// it in place.
///
/// You can use this method to perform in-place operations on values in the
/// dictionary, whether or not `Value` has value semantics. The following
/// example uses this method while counting the occurrences of each letter
/// in a string:
///
/// let message = "Hello, Elle!"
/// var letterCounts: TreeDictionary<Character, Int> = [:]
/// for letter in message {
/// letterCounts.updateValue(forKey: letter, default: 0) { count in
/// count += 1
/// }
/// }
/// // letterCounts == ["H": 1, "e": 2, "l": 4, "o": 1, ...]
///
/// Updating the value of an existing key only modifies the value: it does not
/// change the key that is stored in the dictionary. (In some cases, equal
/// keys may be distinguishable from each other by identity comparison or
/// some other means.)
///
/// Calling this method invalidates all existing indices in the dictionary.
///
/// - Parameters:
/// - key: The key to look up (or insert). If `key` does not already exist
/// in the dictionary, it is inserted with the supplied default value.
/// - defaultValue: The default value to insert if `key` doesn't exist in
/// the dictionary.
/// - body: A function that performs an in-place mutation on the dictionary
/// value.
///
/// - Returns: The return value of `body`.
///
/// - Complexity: In addition to calling `body`, this operation is expected
/// to copy at most O(log(`count`)) existing members and to perform at
/// most O(1) hashing/comparison operations on the `Element` type, as long
/// as `Element` properly implements hashing.
@inlinable
public mutating func updateValue<R>(
forKey key: Key,
default defaultValue: @autoclosure () -> Value,
with body: (inout Value) throws -> R
) rethrows -> R {
defer { _fixLifetime(self) }
let hash = _Hash(key)
let r = _root.updateValue(.top, forKey: key, hash) {
$0.initialize(to: (key, defaultValue()))
}
return try _UnsafeHandle.update(r.leaf) {
try body(&$0[item: r.slot].value)
}
}
/// Removes the given key and its associated value from the dictionary.
///
/// If the key is found in the dictionary, this method returns the key's
/// associated value, and invalidates all previously returned indices.
///
/// var hues: TreeDictionary = [
/// "Heliotrope": 296,
/// "Coral": 16,
/// "Aquamarine": 156]
/// if let value = hues.removeValue(forKey: "Coral") {
/// print("The value \(value) was removed.")
/// }
/// // Prints "The value 16 was removed."
///
/// If the key isn't found in the dictionary, `removeValue(forKey:)` returns
/// `nil`. Removing a key that isn't in the dictionary does not invalidate
/// any indices.
///
/// if let value = hues.removeValue(forKey: "Cerise") {
/// print("The value \(value) was removed.")
/// } else {
/// print("No value found for that key.")
/// }
/// // Prints "No value found for that key.""
///
/// - Parameter key: The key to remove along with its associated value.
///
/// - Returns: The value that was removed, or `nil` if the key was not
/// present in the dictionary.
///
/// - Complexity: In addition to calling `body`, this operation is expected
/// to copy at most O(log(`count`)) existing members and to perform at
/// most O(1) hashing/comparison operations on the `Element` type, as long
/// as `Element` properly implements hashing.
@inlinable
@discardableResult
public mutating func removeValue(forKey key: Key) -> Value? {
guard let r = _root.remove(.top, key, _Hash(key)) else { return nil }
_invalidateIndices()
assert(r.remainder == nil)
_invariantCheck()
return r.removed.value
}
/// Removes and returns the key-value pair at the specified index.
///
/// Calling this method invalidates all existing indices in the dictionary.
///
/// - Parameter index: The position of the element to remove. `index` must be
/// a valid index of the dictionary that is not equal to `endIndex`.
///
/// - Returns: The removed key-value pair.
///
/// - Complexity: This operation is expected to copy at most O(log(`count`))
/// existing members and to perform at most O(1) hashing/comparison
/// operations on the `Element` type, as long as `Element` properly
/// implements hashing.
@inlinable
public mutating func remove(at index: Index) -> Element {
precondition(_isValid(index), "Invalid index")
precondition(index._path._isItem, "Can't remove item at end index")
_invalidateIndices()
let r = _root.remove(.top, at: index._path)
assert(r.remainder == nil)
return r.removed
}
}
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