lean4-htt/src/Init/Data/Nat/Bitwise/Lemmas.lean

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/-
Copyright (c) 2024 Lean FRO, LLC. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Joe Hendrix
-/
prelude
import Init.Data.Bool
import Init.Data.Int.Pow
import Init.Data.Nat.Bitwise.Basic
import Init.Data.Nat.Lemmas
import Init.Data.Nat.Simproc
import Init.TacticsExtra
import Init.Omega
/-
This module defines properties of the bitwise operations on Natural numbers.
It is primarily intended to support the bitvector library.
-/
namespace Nat
@[local simp]
private theorem one_div_two : 1/2 = 0 := by trivial
private theorem two_pow_succ_sub_succ_div_two : (2 ^ (n+1) - (x + 1)) / 2 = 2^n - (x/2 + 1) := by
omega
private theorem two_pow_succ_sub_one_div_two : (2 ^ (n+1) - 1) / 2 = 2^n - 1 :=
two_pow_succ_sub_succ_div_two
private theorem two_mul_sub_one {n : Nat} (n_pos : n > 0) : (2*n - 1) % 2 = 1 := by
omega
/-! ### Preliminaries -/
/--
An induction principal that works on divison by two.
-/
noncomputable def div2Induction {motive : Nat → Sort u}
(n : Nat) (ind : ∀(n : Nat), (n > 0 → motive (n/2)) → motive n) : motive n := by
induction n using Nat.strongInductionOn with
| ind n hyp =>
apply ind
intro n_pos
if n_eq : n = 0 then
simp [n_eq] at n_pos
else
apply hyp
exact Nat.div_lt_self n_pos (Nat.le_refl _)
@[simp] theorem zero_and (x : Nat) : 0 &&& x = 0 := by
simp only [HAnd.hAnd, AndOp.and, land]
unfold bitwise
simp
@[simp] theorem and_zero (x : Nat) : x &&& 0 = 0 := by
simp only [HAnd.hAnd, AndOp.and, land]
unfold bitwise
simp
@[simp] theorem one_and_eq_mod_two (n : Nat) : 1 &&& n = n % 2 := by
if n0 : n = 0 then
subst n0; decide
else
simp only [HAnd.hAnd, AndOp.and, land]
cases mod_two_eq_zero_or_one n with | _ h => simp [bitwise, n0, h]
@[simp] theorem and_one_is_mod (x : Nat) : x &&& 1 = x % 2 := by
if xz : x = 0 then
simp [xz, zero_and]
else
have andz := and_zero (x/2)
simp only [HAnd.hAnd, AndOp.and, land] at andz
simp only [HAnd.hAnd, AndOp.and, land]
unfold bitwise
cases mod_two_eq_zero_or_one x with | _ p =>
simp [xz, p, andz, one_div_two, mod_eq_of_lt]
/-! ### testBit -/
@[simp] theorem zero_testBit (i : Nat) : testBit 0 i = false := by
simp only [testBit, zero_shiftRight, and_zero, bne_self_eq_false]
@[simp] theorem testBit_zero (x : Nat) : testBit x 0 = decide (x % 2 = 1) := by
cases mod_two_eq_zero_or_one x with | _ p => simp [testBit, p]
theorem testBit_succ (x i : Nat) : testBit x (succ i) = testBit (x/2) i := by
unfold testBit
simp [shiftRight_succ_inside]
@[simp] theorem testBit_add_one (x i : Nat) : testBit x (i + 1) = testBit (x/2) i := by
unfold testBit
simp [shiftRight_succ_inside]
theorem testBit_to_div_mod {x : Nat} : testBit x i = decide (x / 2^i % 2 = 1) := by
induction i generalizing x with
| zero =>
unfold testBit
cases mod_two_eq_zero_or_one x with | _ xz => simp [xz]
| succ i hyp =>
simp [hyp, Nat.div_div_eq_div_mul, Nat.pow_succ']
theorem toNat_testBit (x i : Nat) :
(x.testBit i).toNat = x / 2 ^ i % 2 := by
rw [Nat.testBit_to_div_mod]
rcases Nat.mod_two_eq_zero_or_one (x / 2^i) <;> simp_all
theorem ne_zero_implies_bit_true {x : Nat} (xnz : x ≠ 0) : ∃ i, testBit x i := by
induction x using div2Induction with
| ind x hyp =>
have x_pos : x > 0 := Nat.pos_of_ne_zero xnz
match mod_two_eq_zero_or_one x with
| Or.inl mod2_eq =>
rw [←div_add_mod x 2] at xnz
simp only [mod2_eq, ne_eq, Nat.mul_eq_zero, Nat.add_zero, false_or] at xnz
have ⟨d, dif⟩ := hyp x_pos xnz
apply Exists.intro (d+1)
simp_all
| Or.inr mod2_eq =>
apply Exists.intro 0
simp_all
theorem ne_implies_bit_diff {x y : Nat} (p : x ≠ y) : ∃ i, testBit x i ≠ testBit y i := by
induction y using Nat.div2Induction generalizing x with
| ind y hyp =>
cases Nat.eq_zero_or_pos y with
| inl yz =>
simp only [yz, Nat.zero_testBit, Bool.eq_false_iff]
simp only [yz] at p
have ⟨i,ip⟩ := ne_zero_implies_bit_true p
apply Exists.intro i
simp [ip]
| inr ypos =>
if lsb_diff : x % 2 = y % 2 then
rw [←Nat.div_add_mod x 2, ←Nat.div_add_mod y 2] at p
simp only [ne_eq, lsb_diff, Nat.add_right_cancel_iff,
Nat.zero_lt_succ, Nat.mul_left_cancel_iff] at p
have ⟨i, ieq⟩ := hyp ypos p
apply Exists.intro (i+1)
simpa
else
apply Exists.intro 0
simp only [testBit_zero]
revert lsb_diff
cases mod_two_eq_zero_or_one x with | _ p =>
cases mod_two_eq_zero_or_one y with | _ q =>
simp [p,q]
/--
`eq_of_testBit_eq` allows proving two natural numbers are equal
if their bits are all equal.
-/
theorem eq_of_testBit_eq {x y : Nat} (pred : ∀i, testBit x i = testBit y i) : x = y := by
if h : x = y then
exact h
else
let ⟨i,eq⟩ := ne_implies_bit_diff h
have p := pred i
contradiction
theorem ge_two_pow_implies_high_bit_true {x : Nat} (p : x ≥ 2^n) : ∃ i, i ≥ n ∧ testBit x i := by
induction x using div2Induction generalizing n with
| ind x hyp =>
have x_pos : x > 0 := Nat.lt_of_lt_of_le (Nat.two_pow_pos n) p
have x_ne_zero : x ≠ 0 := Nat.ne_of_gt x_pos
match n with
| zero =>
let ⟨j, jp⟩ := ne_zero_implies_bit_true x_ne_zero
exact Exists.intro j (And.intro (Nat.zero_le _) jp)
| succ n =>
have x_ge_n : x / 2 ≥ 2 ^ n := by
simpa [le_div_iff_mul_le, ← Nat.pow_succ'] using p
have ⟨j, jp⟩ := @hyp x_pos n x_ge_n
apply Exists.intro (j+1)
apply And.intro
case left =>
exact (Nat.succ_le_succ jp.left)
case right =>
simpa using jp.right
theorem testBit_implies_ge {x : Nat} (p : testBit x i = true) : x ≥ 2^i := by
simp only [testBit_to_div_mod] at p
apply Decidable.by_contra
intro not_ge
have x_lt : x < 2^i := Nat.lt_of_not_le not_ge
simp [div_eq_of_lt x_lt] at p
theorem testBit_lt_two_pow {x i : Nat} (lt : x < 2^i) : x.testBit i = false := by
match p : x.testBit i with
| false => trivial
| true =>
exfalso
exact Nat.not_le_of_gt lt (testBit_implies_ge p)
theorem lt_pow_two_of_testBit (x : Nat) (p : ∀i, i ≥ n → testBit x i = false) : x < 2^n := by
apply Decidable.by_contra
intro not_lt
have x_ge_n := Nat.ge_of_not_lt not_lt
have ⟨i, ⟨i_ge_n, test_true⟩⟩ := ge_two_pow_implies_high_bit_true x_ge_n
have test_false := p _ i_ge_n
simp only [test_true] at test_false
private theorem succ_mod_two : succ x % 2 = 1 - x % 2 := by
induction x with
| zero =>
trivial
| succ x hyp =>
have p : 2 ≤ x + 2 := Nat.le_add_left _ _
simp [Nat.mod_eq (x+2) 2, p, hyp]
cases Nat.mod_two_eq_zero_or_one x with | _ p => simp [p]
private theorem testBit_succ_zero : testBit (x + 1) 0 = not (testBit x 0) := by
simp [testBit_to_div_mod, succ_mod_two]
cases Nat.mod_two_eq_zero_or_one x with | _ p =>
simp [p]
theorem testBit_two_pow_add_eq (x i : Nat) : testBit (2^i + x) i = not (testBit x i) := by
simp [testBit_to_div_mod, add_div_left, Nat.two_pow_pos, succ_mod_two]
cases mod_two_eq_zero_or_one (x / 2 ^ i) with
| _ p => simp [p]
theorem testBit_mul_two_pow_add_eq (a b i : Nat) :
testBit (2^i*a + b) i = Bool.xor (a%2 = 1) (testBit b i) := by
match a with
| 0 => simp
| a+1 =>
simp [Nat.mul_succ, Nat.add_assoc,
testBit_mul_two_pow_add_eq a,
testBit_two_pow_add_eq,
Nat.succ_mod_two]
cases mod_two_eq_zero_or_one a with
| _ p => simp [p]
theorem testBit_two_pow_add_gt {i j : Nat} (j_lt_i : j < i) (x : Nat) :
testBit (2^i + x) j = testBit x j := by
have i_def : i = j + (i-j) := (Nat.add_sub_cancel' (Nat.le_of_lt j_lt_i)).symm
rw [i_def]
simp only [testBit_to_div_mod, Nat.pow_add,
Nat.add_comm x, Nat.mul_add_div (Nat.two_pow_pos _)]
match i_sub_j_eq : i - j with
| 0 =>
exfalso
rw [Nat.sub_eq_zero_iff_le] at i_sub_j_eq
exact Nat.not_le_of_gt j_lt_i i_sub_j_eq
| d+1 =>
simp [Nat.pow_succ, Nat.mul_comm _ 2, Nat.mul_add_mod]
@[simp] theorem testBit_mod_two_pow (x j i : Nat) :
testBit (x % 2^j) i = (decide (i < j) && testBit x i) := by
induction x using Nat.strongInductionOn generalizing j i with
| ind x hyp =>
rw [mod_eq]
rcases Nat.lt_or_ge x (2^j) with x_lt_j | x_ge_j
· have not_j_le_x := Nat.not_le_of_gt x_lt_j
simp [not_j_le_x]
rcases Nat.lt_or_ge i j with i_lt_j | i_ge_j
· simp [i_lt_j]
· have x_lt : x < 2^i :=
calc x < 2^j := x_lt_j
_ ≤ 2^i := Nat.pow_le_pow_of_le_right Nat.zero_lt_two i_ge_j
simp [Nat.testBit_lt_two_pow x_lt]
· generalize y_eq : x - 2^j = y
have x_eq : x = y + 2^j := Nat.eq_add_of_sub_eq x_ge_j y_eq
simp only [Nat.two_pow_pos, x_eq, Nat.le_add_left, true_and, ite_true]
have y_lt_x : y < x := by
simp only [x_eq, Nat.lt_add_right_iff_pos]
exact Nat.two_pow_pos j
simp only [hyp y y_lt_x]
if i_lt_j : i < j then
rw [Nat.add_comm _ (2^_), testBit_two_pow_add_gt i_lt_j]
else
simp [i_lt_j]
theorem testBit_one_zero : testBit 1 0 = true := by trivial
theorem not_decide_mod_two_eq_one (x : Nat)
: (!decide (x % 2 = 1)) = decide (x % 2 = 0) := by
cases Nat.mod_two_eq_zero_or_one x <;> (rename_i p; simp [p])
theorem testBit_two_pow_sub_succ (h₂ : x < 2 ^ n) (i : Nat) :
testBit (2^n - (x + 1)) i = (decide (i < n) && ! testBit x i) := by
induction i generalizing n x with
| zero =>
match n with
| 0 => simp [succ_sub_succ_eq_sub]
| n+1 =>
simp [not_decide_mod_two_eq_one]
omega
| succ i ih =>
simp only [testBit_succ]
match n with
| 0 =>
simp [decide_eq_false, succ_sub_succ_eq_sub]
| n+1 =>
rw [Nat.two_pow_succ_sub_succ_div_two, ih]
· simp [Nat.succ_lt_succ_iff]
· omega
@[simp] theorem testBit_two_pow_sub_one (n i : Nat) : testBit (2^n-1) i = decide (i < n) := by
rw [testBit_two_pow_sub_succ]
· simp
· exact Nat.two_pow_pos _
theorem testBit_bool_to_nat (b : Bool) (i : Nat) :
testBit (Bool.toNat b) i = (decide (i = 0) && b) := by
cases b <;> cases i <;>
simp [testBit_to_div_mod, Nat.pow_succ, Nat.mul_comm _ 2,
←Nat.div_div_eq_div_mul _ 2, one_div_two,
Nat.mod_eq_of_lt]
/-- `testBit 1 i` is true iff the index `i` equals 0. -/
theorem testBit_one_eq_true_iff_self_eq_zero {i : Nat} :
Nat.testBit 1 i = true ↔ i = 0 := by
cases i <;> simp
/-! ### bitwise -/
theorem testBit_bitwise
(false_false_axiom : f false false = false) (x y i : Nat)
: (bitwise f x y).testBit i = f (x.testBit i) (y.testBit i) := by
induction i using Nat.strongInductionOn generalizing x y with
| ind i hyp =>
unfold bitwise
if x_zero : x = 0 then
cases p : f false true <;>
cases yi : testBit y i <;>
simp [x_zero, p, yi, false_false_axiom]
else if y_zero : y = 0 then
simp [x_zero, y_zero]
cases p : f true false <;>
cases xi : testBit x i <;>
simp [p, xi, false_false_axiom]
else
simp only [x_zero, y_zero, ←Nat.two_mul]
cases i with
| zero =>
cases p : f (decide (x % 2 = 1)) (decide (y % 2 = 1)) <;>
simp [p, Nat.mul_add_mod, mod_eq_of_lt]
| succ i =>
have hyp_i := hyp i (Nat.le_refl (i+1))
cases p : f (decide (x % 2 = 1)) (decide (y % 2 = 1)) <;>
simp [p, one_div_two, hyp_i, Nat.mul_add_div]
/-! ### bitwise -/
@[local simp]
private theorem eq_0_of_lt_one (x : Nat) : x < 1 ↔ x = 0 :=
Iff.intro
(fun p =>
match x with
| 0 => Eq.refl 0
| _+1 => False.elim (not_lt_zero _ (Nat.lt_of_succ_lt_succ p)))
(fun p => by simp [p])
private theorem eq_0_of_lt (x : Nat) : x < 2^ 0 ↔ x = 0 := eq_0_of_lt_one x
@[local simp]
private theorem zero_lt_pow (n : Nat) : 0 < 2^n := by
induction n
case zero => simp [eq_0_of_lt]
case succ n hyp => simpa [Nat.pow_succ]
private theorem div_two_le_of_lt_two {m n : Nat} (p : m < 2 ^ succ n) : m / 2 < 2^n := by
simp [div_lt_iff_lt_mul Nat.zero_lt_two]
exact p
/-- This provides a bound on bitwise operations. -/
theorem bitwise_lt_two_pow (left : x < 2^n) (right : y < 2^n) : (Nat.bitwise f x y) < 2^n := by
induction n generalizing x y with
| zero =>
simp only [eq_0_of_lt] at left right
unfold bitwise
simp [left, right]
| succ n hyp =>
unfold bitwise
if x_zero : x = 0 then
simp only [x_zero, if_pos]
by_cases p : f false true = true <;> simp [p, right]
else if y_zero : y = 0 then
simp only [x_zero, y_zero, if_neg, if_pos]
by_cases p : f true false = true <;> simp [p, left]
else
simp only [x_zero, y_zero, if_neg]
have hyp1 := hyp (div_two_le_of_lt_two left) (div_two_le_of_lt_two right)
by_cases p : f (decide (x % 2 = 1)) (decide (y % 2 = 1)) = true <;>
simp [p, Nat.pow_succ, mul_succ, Nat.add_assoc]
case pos =>
apply lt_of_succ_le
simp only [← Nat.succ_add]
apply Nat.add_le_add <;> exact hyp1
case neg =>
apply Nat.add_lt_add <;> exact hyp1
/-! ### and -/
@[simp] theorem testBit_and (x y i : Nat) : (x &&& y).testBit i = (x.testBit i && y.testBit i) := by
simp [HAnd.hAnd, AndOp.and, land, testBit_bitwise ]
theorem and_lt_two_pow (x : Nat) {y n : Nat} (right : y < 2^n) : (x &&& y) < 2^n := by
apply lt_pow_two_of_testBit
intro i i_ge_n
have yf : testBit y i = false := by
apply Nat.testBit_lt_two_pow
apply Nat.lt_of_lt_of_le right
exact pow_le_pow_of_le_right Nat.zero_lt_two i_ge_n
simp [testBit_and, yf]
@[simp] theorem and_pow_two_is_mod (x n : Nat) : x &&& (2^n-1) = x % 2^n := by
apply eq_of_testBit_eq
intro i
simp only [testBit_and, testBit_mod_two_pow]
cases testBit x i <;> simp
theorem and_pow_two_identity {x : Nat} (lt : x < 2^n) : x &&& 2^n-1 = x := by
rw [and_pow_two_is_mod]
apply Nat.mod_eq_of_lt lt
/-! ### lor -/
@[simp] theorem zero_or (x : Nat) : 0 ||| x = x := by
simp only [HOr.hOr, OrOp.or, lor]
unfold bitwise
simp [@eq_comm _ 0]
@[simp] theorem or_zero (x : Nat) : x ||| 0 = x := by
simp only [HOr.hOr, OrOp.or, lor]
unfold bitwise
simp [@eq_comm _ 0]
@[simp] theorem testBit_or (x y i : Nat) : (x ||| y).testBit i = (x.testBit i || y.testBit i) := by
simp [HOr.hOr, OrOp.or, lor, testBit_bitwise ]
theorem or_lt_two_pow {x y n : Nat} (left : x < 2^n) (right : y < 2^n) : x ||| y < 2^n :=
bitwise_lt_two_pow left right
/-! ### xor -/
@[simp] theorem testBit_xor (x y i : Nat) :
(x ^^^ y).testBit i = Bool.xor (x.testBit i) (y.testBit i) := by
simp [HXor.hXor, Xor.xor, xor, testBit_bitwise ]
theorem xor_lt_two_pow {x y n : Nat} (left : x < 2^n) (right : y < 2^n) : x ^^^ y < 2^n :=
bitwise_lt_two_pow left right
theorem and_xor_distrib_right {a b c : Nat} : (a ^^^ b) &&& c = (a &&& c) ^^^ (b &&& c) := by
apply Nat.eq_of_testBit_eq
simp [Bool.and_xor_distrib_right]
theorem and_xor_distrib_left {a b c : Nat} : a &&& (b ^^^ c) = (a &&& b) ^^^ (a &&& c) := by
apply Nat.eq_of_testBit_eq
simp [Bool.and_xor_distrib_left]
/-! ### Arithmetic -/
theorem testBit_mul_pow_two_add (a : Nat) {b i : Nat} (b_lt : b < 2^i) (j : Nat) :
testBit (2 ^ i * a + b) j =
if j < i then
testBit b j
else
testBit a (j - i) := by
cases Nat.lt_or_ge j i with
| inl j_lt =>
simp only [j_lt]
have i_def : i = j + succ (pred (i-j)) := by
rw [succ_pred_eq_of_pos] <;> omega
rw [i_def]
simp only [testBit_to_div_mod, Nat.pow_add, Nat.mul_assoc]
simp only [Nat.mul_add_div (Nat.two_pow_pos _), Nat.mul_add_mod]
simp [Nat.pow_succ, Nat.mul_comm _ 2, Nat.mul_assoc, Nat.mul_add_mod]
| inr j_ge =>
have j_def : j = i + (j-i) := (Nat.add_sub_cancel' j_ge).symm
simp only [
testBit_to_div_mod,
Nat.not_lt_of_le,
j_ge,
ite_false]
simp [congrArg (2^·) j_def, Nat.pow_add,
←Nat.div_div_eq_div_mul,
Nat.mul_add_div,
Nat.div_eq_of_lt b_lt,
Nat.two_pow_pos i]
theorem testBit_mul_pow_two :
testBit (2 ^ i * a) j = (decide (j ≥ i) && testBit a (j-i)) := by
have gen := testBit_mul_pow_two_add a (Nat.two_pow_pos i) j
simp at gen
rw [gen]
cases Nat.lt_or_ge j i with
| _ p => simp [p, Nat.not_le_of_lt, Nat.not_lt_of_le]
theorem mul_add_lt_is_or {b : Nat} (b_lt : b < 2^i) (a : Nat) : 2^i * a + b = 2^i * a ||| b := by
apply eq_of_testBit_eq
intro j
simp only [testBit_mul_pow_two_add _ b_lt,
testBit_or, testBit_mul_pow_two]
if j_lt : j < i then
simp [Nat.not_le_of_lt, j_lt]
else
have i_le : i ≤ j := Nat.le_of_not_lt j_lt
have b_lt_j :=
calc b < 2 ^ i := b_lt
_ ≤ 2 ^ j := Nat.pow_le_pow_of_le_right Nat.zero_lt_two i_le
simp [i_le, j_lt, testBit_lt_two_pow, b_lt_j]
/-! ### shiftLeft and shiftRight -/
@[simp] theorem testBit_shiftLeft (x : Nat) : testBit (x <<< i) j =
(decide (j ≥ i) && testBit x (j-i)) := by
simp [shiftLeft_eq, Nat.mul_comm _ (2^_), testBit_mul_pow_two]
@[simp] theorem testBit_shiftRight (x : Nat) : testBit (x >>> i) j = testBit x (i+j) := by
simp [testBit, ←shiftRight_add]
/-! ### le -/
theorem le_of_testBit {n m : Nat} (h : ∀ i, n.testBit i = true → m.testBit i = true) : n ≤ m := by
induction n using div2Induction generalizing m
next n ih =>
have : n / 2 ≤ m / 2 := by
rcases n with (_|n)
· simp
· exact ih (Nat.succ_pos _) fun i => by simpa using h (i + 1)
rw [← div_add_mod n 2, ← div_add_mod m 2]
cases hn : n.testBit 0
· have hn2 : n % 2 = 0 := by simp at hn; omega
rw [hn2]
omega
· have hn2 : n % 2 = 1 := by simpa using hn
have hm2 : m % 2 = 1 := by simpa using h _ hn
omega
theorem and_le_left {n m : Nat} : n &&& m ≤ n :=
le_of_testBit (by simpa using fun i x _ => x)
theorem and_le_right {n m : Nat} : n &&& m ≤ m :=
le_of_testBit (by simp)