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Author SHA1 Message Date
Leonardo de Moura
7d3c23920f chore: zero_add as theorem 2025-06-04 19:10:55 -07:00
Leonardo de Moura
a0efa50fe7 feat: IntModule normalization 2025-06-04 19:07:51 -07:00
4 changed files with 239 additions and 4 deletions

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@@ -120,7 +120,6 @@ theorem pow_add (a : α) (k₁ k₂ : Nat) : a ^ (k₁ + k₂) = a^k₁ * a^k₂
instance : NatModule α where
hMul a x := a * x
add_zero := by simp [add_zero]
zero_add := by simp [zero_add]
add_assoc := by simp [add_assoc]
add_comm := by simp [add_comm]
zero_hmul := by simp [natCast_zero, zero_mul]
@@ -273,7 +272,6 @@ theorem intCast_pow (x : Int) (k : Nat) : ((x ^ k : Int) : α) = (x : α) ^ k :=
instance : IntModule α where
hMul a x := a * x
add_zero := by simp [add_zero]
zero_add := by simp [zero_add]
add_assoc := by simp [add_assoc]
add_comm := by simp [add_comm]
zero_hmul := by simp [intCast_zero, zero_mul]

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@@ -12,7 +12,6 @@ namespace Lean.Grind
class NatModule (M : Type u) extends Zero M, Add M, HMul Nat M M where
add_zero : a : M, a + 0 = a
zero_add : a : M, 0 + a = a
add_comm : a b : M, a + b = b + a
add_assoc : a b c : M, a + b + c = a + (b + c)
zero_hmul : a : M, 0 * a = 0
@@ -26,7 +25,6 @@ attribute [instance 100] NatModule.toZero NatModule.toAdd NatModule.toHMul
class IntModule (M : Type u) extends Zero M, Add M, Neg M, Sub M, HMul Int M M where
add_zero : a : M, a + 0 = a
zero_add : a : M, 0 + a = a
add_comm : a b : M, a + b = b + a
add_assoc : a b c : M, a + b + c = a + (b + c)
zero_hmul : a : M, (0 : Int) * a = 0
@@ -52,9 +50,15 @@ instance toNatModule (M : Type u) [i : IntModule M] : NatModule M :=
variable {M : Type u} [IntModule M]
theorem zero_add (a : M) : 0 + a = a := by
rw [add_comm, add_zero]
theorem add_neg_cancel (a : M) : a + -a = 0 := by
rw [add_comm, neg_add_cancel]
theorem add_left_comm (a b c : M) : a + (b + c) = b + (a + c) := by
rw [ add_assoc, add_assoc, add_comm a]
theorem add_left_inj {a b : M} (c : M) : a + c = b + c a = b :=
fun h => by simpa [add_assoc, add_neg_cancel, add_zero] using (congrArg (· + -c) h),
fun g => congrArg (· + c) g

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@@ -11,3 +11,4 @@ import Init.Grind.Ordered.Module
import Init.Grind.Ordered.Ring
import Init.Grind.Ordered.Field
import Init.Grind.Ordered.Int
import Init.Grind.Ordered.Linarith

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@@ -0,0 +1,232 @@
/-
Copyright (c) 2025 Amazon.com, Inc. or its affiliates. All Rights Reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Leonardo de Moura
-/
module
prelude
import Init.Grind.Ordered.Module
import all Init.Data.Ord
import all Init.Data.AC
import Init.Data.RArray
/-!
Support for the linear arithmetic module for `IntModule` in `grind`
-/
namespace Lean.Grind.Linarith
abbrev Var := Nat
open IntModule
attribute [local simp] add_zero zero_add zero_hmul hmul_zero one_hmul
inductive Expr where
| zero
| var (i : Var)
| add (a b : Expr)
| sub (a b : Expr)
| neg (a : Expr)
| mul (k : Int) (a : Expr)
deriving Inhabited, BEq
abbrev Context (α : Type u) := RArray α
def Var.denote {α} (ctx : Context α) (v : Var) : α :=
ctx.get v
def Expr.denote {α} [IntModule α] (ctx : Context α) : Expr α
| zero => 0
| .var v => v.denote ctx
| .add a b => denote ctx a + denote ctx b
| .sub a b => denote ctx a - denote ctx b
| .mul k a => k * denote ctx a
| .neg a => -denote ctx a
inductive Poly where
| nil
| add (k : Int) (v : Var) (p : Poly)
deriving BEq
def Poly.denote {α} [IntModule α] (ctx : Context α) (p : Poly) : α :=
match p with
| .nil => 0
| .add k v p => k * v.denote ctx + denote ctx p
/--
Similar to `Poly.denote`, but produces a denotation better for normalization.
-/
def Poly.denote' {α} [IntModule α] (ctx : Context α) (p : Poly) : α :=
match p with
| .nil => 0
| .add 1 v p => go (v.denote ctx) p
| .add k v p => go (k * v.denote ctx) p
where
go (r : α) (p : Poly) : α :=
match p with
| .nil => r
| .add 1 v p => go (r + v.denote ctx) p
| .add k v p => go (r + k * v.denote ctx) p
-- Helper instance for `ac_rfl`
local instance {α} [IntModule α] : Std.Associative (· + · : α α α) where
assoc := IntModule.add_assoc
-- Helper instance for `ac_rfl`
local instance {α} [IntModule α] : Std.Commutative (· + · : α α α) where
comm := IntModule.add_comm
theorem Poly.denote'_go_eq_denote {α} [IntModule α] (ctx : Context α) (p : Poly) (r : α) : denote'.go ctx r p = p.denote ctx + r := by
induction r, p using denote'.go.induct ctx <;> simp [denote'.go, denote]
next ih => rw [ih]; ac_rfl
next ih => rw [ih]; ac_rfl
theorem Poly.denote'_eq_denote {α} [IntModule α] (ctx : Context α) (p : Poly) : p.denote' ctx = p.denote ctx := by
unfold denote' <;> split <;> simp [denote, denote'_go_eq_denote] <;> ac_rfl
def Poly.insert (k : Int) (v : Var) (p : Poly) : Poly :=
match p with
| .nil => .add k v .nil
| .add k' v' p =>
bif Nat.blt v' v then
.add k v <| .add k' v' p
else bif Nat.beq v v' then
if Int.add k k' == 0 then
p
else
.add (Int.add k k') v' p
else
.add k' v' (insert k v p)
/-- Normalizes the given polynomial by fusing monomial and constants. -/
def Poly.norm (p : Poly) : Poly :=
match p with
| .nil => .nil
| .add k v p => (norm p).insert k v
def Poly.append (p₁ p₂ : Poly) : Poly :=
match p₁ with
| .nil => p₂
| .add k x p₁ => .add k x (append p₁ p₂)
def Poly.combine' (fuel : Nat) (p₁ p₂ : Poly) : Poly :=
match fuel with
| 0 => p₁.append p₂
| fuel + 1 => match p₁, p₂ with
| .nil, p₂ => p₂
| p₁, .nil => p₁
| .add a₁ x₁ p₁, .add a₂ x₂ p₂ =>
bif Nat.beq x₁ x₂ then
let a := a₁ + a₂
bif a == 0 then
combine' fuel p₁ p₂
else
.add a x₁ (combine' fuel p₁ p₂)
else bif Nat.blt x₂ x₁ then
.add a₁ x₁ (combine' fuel p₁ (.add a₂ x₂ p₂))
else
.add a₂ x₂ (combine' fuel (.add a₁ x₁ p₁) p₂)
def Poly.combine (p₁ p₂ : Poly) : Poly :=
combine' 100000000 p₁ p₂
/-- Converts the given expression into a polynomial. -/
def Expr.toPoly' (e : Expr) : Poly :=
go 1 e .nil
where
go (coeff : Int) : Expr (Poly Poly)
| .zero => id
| .var v => (.add coeff v ·)
| .add a b => go coeff a go coeff b
| .sub a b => go coeff a go (-coeff) b
| .mul k a => bif k == 0 then id else go (Int.mul coeff k) a
| .neg a => go (-coeff) a
/-- Converts the given expression into a polynomial, and then normalizes it. -/
def Expr.norm (e : Expr) : Poly :=
e.toPoly'.norm
/--
`p.mul k` multiplies all coefficients and constant of the polynomial `p` by `k`.
-/
def Poly.mul' (p : Poly) (k : Int) : Poly :=
match p with
| .nil => .nil
| .add k' v p => .add (k*k') v (mul' p k)
def Poly.mul (p : Poly) (k : Int) : Poly :=
if k == 0 then
.nil
else
p.mul' k
@[simp] theorem Poly.denote_mul {α} [IntModule α] (ctx : Context α) (p : Poly) (k : Int) : (p.mul k).denote ctx = k * p.denote ctx := by
simp [mul]
split
next => simp [*, denote]
next =>
induction p <;> simp [mul', denote, *]
rw [mul_hmul, hmul_add]
theorem Poly.denote_insert {α} [IntModule α] (ctx : Context α) (k : Int) (v : Var) (p : Poly) :
(p.insert k v).denote ctx = p.denote ctx + k * v.denote ctx := by
fun_induction p.insert k v <;> simp [denote]
next => ac_rfl
next h₁ h₂ h₃ =>
simp at h₃; simp at h₂; subst h₂
rw [add_comm, add_assoc, add_hmul, h₃, zero_hmul, zero_add]
next h _ => simp at h; subst h; rw [add_hmul]; ac_rfl
next ih => rw [ih]; ac_rfl
attribute [local simp] Poly.denote_insert
theorem Poly.denote_norm {α} [IntModule α] (ctx : Context α) (p : Poly) : p.norm.denote ctx = p.denote ctx := by
induction p <;> simp [denote, norm, add_comm, *]
attribute [local simp] Poly.denote_norm
theorem Poly.denote_append {α} [IntModule α] (ctx : Context α) (p₁ p₂ : Poly) : (p₁.append p₂).denote ctx = p₁.denote ctx + p₂.denote ctx := by
induction p₁ <;> simp [append, denote, *]; ac_rfl
attribute [local simp] Poly.denote_append
theorem Poly.denote_combine' {α} [IntModule α] (ctx : Context α) (fuel : Nat) (p₁ p₂ : Poly) : (p₁.combine' fuel p₂).denote ctx = p₁.denote ctx + p₂.denote ctx := by
fun_induction p₁.combine' fuel p₂ <;>
simp_all +zetaDelta [denote, Int.add_mul]
next h _ =>
rw [Int.add_comm] at h
rw [add_left_comm, add_assoc, add_assoc, add_hmul, h, zero_hmul, zero_add]
next => rw [add_hmul]; ac_rfl
all_goals ac_rfl
theorem Poly.denote_combine {α} [IntModule α] (ctx : Context α) (p₁ p₂ : Poly) : (p₁.combine p₂).denote ctx = p₁.denote ctx + p₂.denote ctx := by
simp [combine, denote_combine']
attribute [local simp] Poly.denote_combine
theorem Expr.denote_toPoly'_go {α} [IntModule α] {k p} (ctx : Context α) (e : Expr)
: (toPoly'.go k e p).denote ctx = k * e.denote ctx + p.denote ctx := by
induction k, e using Expr.toPoly'.go.induct generalizing p <;> simp [toPoly'.go, denote, Poly.denote, *, hmul_add]
next => ac_rfl
next => rw [sub_eq_add_neg, neg_hmul, hmul_add, hmul_neg]; ac_rfl
next h => simp at h; subst h; simp
next ih => simp at ih; rw [ih, mul_hmul]
next => rw [hmul_neg, neg_hmul]
theorem Expr.denote_norm {α} [IntModule α] (ctx : Context α) (e : Expr) : e.norm.denote ctx = e.denote ctx := by
simp [norm, toPoly', Expr.denote_toPoly'_go, Poly.denote]
attribute [local simp] Expr.denote_norm
instance : LawfulBEq Poly where
eq_of_beq {a} := by
induction a <;> intro b <;> cases b <;> simp_all! [BEq.beq]
next ih =>
intro _ _ h
exact ih h
rfl := by
intro a
induction a <;> simp! [BEq.beq]
assumption
attribute [local simp] Poly.denote'_eq_denote
end Lean.Grind.Linarith