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HashMap.lean
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/-
Copyright (c) 2018 Microsoft Corporation. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Author: Leonardo de Moura
-/
import Lean.Data.AssocList
namespace Lean
def HashMapBucket (α : Type u) (β : Type v) :=
{ b : Array (AssocList α β) // b.size.isPowerOfTwo }
def HashMapBucket.update {α : Type u} {β : Type v} (data : HashMapBucket α β) (i : USize) (d : AssocList α β) (h : i.toNat < data.val.size) : HashMapBucket α β :=
⟨ data.val.uset i d h,
by erw [Array.size_set]; apply data.property ⟩
structure HashMapImp (α : Type u) (β : Type v) where
size : Nat
buckets : HashMapBucket α β
private def numBucketsForCapacity (capacity : Nat) : Nat :=
-- a "load factor" of 0.75 is the usual standard for hash maps
capacity * 4 / 3
def mkHashMapImp {α : Type u} {β : Type v} (capacity := 8) : HashMapImp α β :=
{ size := 0
buckets :=
⟨mkArray (numBucketsForCapacity capacity).nextPowerOfTwo AssocList.nil,
by simp; apply Nat.isPowerOfTwo_nextPowerOfTwo⟩ }
namespace HashMapImp
variable {α : Type u} {β : Type v}
/- Remark: we use a C implementation because this function is performance critical. -/
@[extern "lean_hashmap_mk_idx"]
private def mkIdx {sz : Nat} (hash : UInt64) (h : sz.isPowerOfTwo) : { u : USize // u.toNat < sz } :=
-- TODO: avoid `if` in the reference implementation
let u := hash.toUSize &&& (sz.toUSize - 1)
if h' : u.toNat < sz then
⟨u, h'⟩
else
⟨0, by simp [USize.toNat, OfNat.ofNat, USize.ofNat, Fin.ofNat']; apply Nat.pos_of_isPowerOfTwo h⟩
@[inline] def reinsertAux (hashFn : α → UInt64) (data : HashMapBucket α β) (a : α) (b : β) : HashMapBucket α β :=
let ⟨i, h⟩ := mkIdx (hashFn a) data.property
data.update i (AssocList.cons a b data.val[i]) h
@[inline] def foldBucketsM {δ : Type w} {m : Type w → Type w} [Monad m] (data : HashMapBucket α β) (d : δ) (f : δ → α → β → m δ) : m δ :=
data.val.foldlM (init := d) fun d b => b.foldlM f d
@[inline] def foldBuckets {δ : Type w} (data : HashMapBucket α β) (d : δ) (f : δ → α → β → δ) : δ :=
Id.run $ foldBucketsM data d f
@[inline] def foldM {δ : Type w} {m : Type w → Type w} [Monad m] (f : δ → α → β → m δ) (d : δ) (h : HashMapImp α β) : m δ :=
foldBucketsM h.buckets d f
@[inline] def fold {δ : Type w} (f : δ → α → β → δ) (d : δ) (m : HashMapImp α β) : δ :=
foldBuckets m.buckets d f
@[inline] def forBucketsM {m : Type w → Type w} [Monad m] (data : HashMapBucket α β) (f : α → β → m PUnit) : m PUnit :=
data.val.forM fun b => b.forM f
@[inline] def forM {m : Type w → Type w} [Monad m] (f : α → β → m PUnit) (h : HashMapImp α β) : m PUnit :=
forBucketsM h.buckets f
def findEntry? [BEq α] [Hashable α] (m : HashMapImp α β) (a : α) : Option (α × β) :=
match m with
| ⟨_, buckets⟩ =>
let ⟨i, h⟩ := mkIdx (hash a) buckets.property
buckets.val[i].findEntry? a
def find? [beq : BEq α] [Hashable α] (m : HashMapImp α β) (a : α) : Option β :=
match m with
| ⟨_, buckets⟩ =>
let ⟨i, h⟩ := mkIdx (hash a) buckets.property
buckets.val[i].find? a
def contains [BEq α] [Hashable α] (m : HashMapImp α β) (a : α) : Bool :=
match m with
| ⟨_, buckets⟩ =>
let ⟨i, h⟩ := mkIdx (hash a) buckets.property
buckets.val[i].contains a
def moveEntries [Hashable α] (i : Nat) (source : Array (AssocList α β)) (target : HashMapBucket α β) : HashMapBucket α β :=
if h : i < source.size then
let idx : Fin source.size := ⟨i, h⟩
let es : AssocList α β := source.get idx
-- We remove `es` from `source` to make sure we can reuse its memory cells when performing es.foldl
let source := source.set idx AssocList.nil
let target := es.foldl (reinsertAux hash) target
moveEntries (i+1) source target
else target
termination_by _ i source _ => source.size - i
def expand [Hashable α] (size : Nat) (buckets : HashMapBucket α β) : HashMapImp α β :=
let bucketsNew : HashMapBucket α β := ⟨
mkArray (buckets.val.size * 2) AssocList.nil,
by simp; apply Nat.mul2_isPowerOfTwo_of_isPowerOfTwo buckets.property
⟩
{ size := size,
buckets := moveEntries 0 buckets.val bucketsNew }
@[inline] def insert [beq : BEq α] [Hashable α] (m : HashMapImp α β) (a : α) (b : β) : HashMapImp α β × Bool :=
match m with
| ⟨size, buckets⟩ =>
let ⟨i, h⟩ := mkIdx (hash a) buckets.property
let bkt := buckets.val[i]
if bkt.contains a then
(⟨size, buckets.update i (bkt.replace a b) h⟩, true)
else
let size' := size + 1
let buckets' := buckets.update i (AssocList.cons a b bkt) h
if numBucketsForCapacity size' ≤ buckets.val.size then
({ size := size', buckets := buckets' }, false)
else
(expand size' buckets', false)
def erase [BEq α] [Hashable α] (m : HashMapImp α β) (a : α) : HashMapImp α β :=
match m with
| ⟨ size, buckets ⟩ =>
let ⟨i, h⟩ := mkIdx (hash a) buckets.property
let bkt := buckets.val[i]
if bkt.contains a then ⟨size - 1, buckets.update i (bkt.erase a) h⟩
else m
inductive WellFormed [BEq α] [Hashable α] : HashMapImp α β → Prop where
| mkWff : ∀ n, WellFormed (mkHashMapImp n)
| insertWff : ∀ m a b, WellFormed m → WellFormed (insert m a b |>.1)
| eraseWff : ∀ m a, WellFormed m → WellFormed (erase m a)
end HashMapImp
def HashMap (α : Type u) (β : Type v) [BEq α] [Hashable α] :=
{ m : HashMapImp α β // m.WellFormed }
open Lean.HashMapImp
def mkHashMap {α : Type u} {β : Type v} [BEq α] [Hashable α] (capacity := 8) : HashMap α β :=
⟨ mkHashMapImp capacity, WellFormed.mkWff capacity ⟩
namespace HashMap
instance [BEq α] [Hashable α] : Inhabited (HashMap α β) where
default := mkHashMap
instance [BEq α] [Hashable α] : EmptyCollection (HashMap α β) := ⟨mkHashMap⟩
@[inline] def empty [BEq α] [Hashable α] : HashMap α β :=
mkHashMap
variable {α : Type u} {β : Type v} {_ : BEq α} {_ : Hashable α}
def insert (m : HashMap α β) (a : α) (b : β) : HashMap α β :=
match m with
| ⟨ m, hw ⟩ =>
match h:m.insert a b with
| (m', _) => ⟨ m', by have aux := WellFormed.insertWff m a b hw; rw [h] at aux; assumption ⟩
/-- Similar to `insert`, but also returns a Boolean flad indicating whether an existing entry has been replaced with `a -> b`. -/
def insert' (m : HashMap α β) (a : α) (b : β) : HashMap α β × Bool :=
match m with
| ⟨ m, hw ⟩ =>
match h:m.insert a b with
| (m', replaced) => (⟨ m', by have aux := WellFormed.insertWff m a b hw; rw [h] at aux; assumption ⟩, replaced)
@[inline] def erase (m : HashMap α β) (a : α) : HashMap α β :=
match m with
| ⟨ m, hw ⟩ => ⟨ m.erase a, WellFormed.eraseWff m a hw ⟩
@[inline] def findEntry? (m : HashMap α β) (a : α) : Option (α × β) :=
match m with
| ⟨ m, _ ⟩ => m.findEntry? a
@[inline] def find? (m : HashMap α β) (a : α) : Option β :=
match m with
| ⟨ m, _ ⟩ => m.find? a
@[inline] def findD (m : HashMap α β) (a : α) (b₀ : β) : β :=
(m.find? a).getD b₀
@[inline] def find! [Inhabited β] (m : HashMap α β) (a : α) : β :=
match m.find? a with
| some b => b
| none => panic! "key is not in the map"
instance : GetElem (HashMap α β) α (Option β) fun _ _ => True where
getElem m k _ := m.find? k
@[inline] def contains (m : HashMap α β) (a : α) : Bool :=
match m with
| ⟨ m, _ ⟩ => m.contains a
@[inline] def foldM {δ : Type w} {m : Type w → Type w} [Monad m] (f : δ → α → β → m δ) (init : δ) (h : HashMap α β) : m δ :=
match h with
| ⟨ h, _ ⟩ => h.foldM f init
@[inline] def fold {δ : Type w} (f : δ → α → β → δ) (init : δ) (m : HashMap α β) : δ :=
match m with
| ⟨ m, _ ⟩ => m.fold f init
@[inline] def forM {m : Type w → Type w} [Monad m] (f : α → β → m PUnit) (h : HashMap α β) : m PUnit :=
match h with
| ⟨ h, _ ⟩ => h.forM f
@[inline] def size (m : HashMap α β) : Nat :=
match m with
| ⟨ {size := sz, ..}, _ ⟩ => sz
@[inline] def isEmpty (m : HashMap α β) : Bool :=
m.size = 0
def toList (m : HashMap α β) : List (α × β) :=
m.fold (init := []) fun r k v => (k, v)::r
def toArray (m : HashMap α β) : Array (α × β) :=
m.fold (init := #[]) fun r k v => r.push (k, v)
def numBuckets (m : HashMap α β) : Nat :=
m.val.buckets.val.size
/-- Builds a `HashMap` from a list of key-value pairs. Values of duplicated keys are replaced by their respective last occurrences. -/
def ofList (l : List (α × β)) : HashMap α β :=
l.foldl (init := HashMap.empty) (fun m p => m.insert p.fst p.snd)
/-- Variant of `ofList` which accepts a function that combines values of duplicated keys. -/
def ofListWith (l : List (α × β)) (f : β → β → β) : HashMap α β :=
l.foldl (init := HashMap.empty)
(fun m p =>
match m.find? p.fst with
| none => m.insert p.fst p.snd
| some v => m.insert p.fst $ f v p.snd)