1 import Base 2 import ../../lib/nat.bend as N 3 import ../../lib/logic.bend as L 4 import ../../../spec/lib/common.bend as SC 5 import ../../lib/lemmas/proofs/nat_algebra.bend as A 6 import ../../../src/math/natural.bend as M 7 import ./arith.bend as R 8 9 # bit_length(n) is the number of binary digits of n: n < 2^bit_length(n), 10 # and 2^(bit_length(n) - 1) <= n for n > 0, stated as 2^L <= 2 n 11 # (Lean 4 Mathlib Mathlib/Data/Nat/Size: Nat.lt_size_self and 12 # Nat.size_le; Python's int.bit_length). bit_length(0) == 0. 13 14 # ---- halving ---- 15 16 # n == 2 (n / 2) + n mod 2 17 def half_eq(+n: Nat) -> {n == Nat.add(Nat.double(Nat.div(n, 2n)), Nat.mod(n, 2n)) : Nat}: 18 %Equal.sym(Nat, Nat.double(Nat.div(n, 2n)), Nat.mul(Nat.div(n, 2n), 2n), Equal.trans(Nat, Nat.double(Nat.div(n, 2n)), Nat.mul(2n, Nat.div(n, 2n)), Nat.mul(Nat.div(n, 2n), 2n), A.double_mul(Nat.div(n, 2n)), A.mul_comm(2n, Nat.div(n, 2n)))) : {n == Nat.add(_, Nat.mod(n, 2n)) : Nat} 19 R.dm_eq(1n, n) 20 21 # a + (1 + b) <= a is false 22 def add_succ_nle(+a: Nat, +b: Nat) -> {Nat.is_le(Nat.add(a, 1n+b), a) == False{} : Bool}: 23 match a: 24 case 0n: 25 {==} 26 case 1n+ +ap: 27 add_succ_nle(ap, b) 28 29 # n / 2 < n for n > 0 30 def half_lt(+np: Nat) -> {Nat.is_lt(Nat.div(1n+np, 2n), 1n+np) == True{} : Bool}: 31 +n = {1n+np : Nat} 32 +e = Equal.trans(Bool, Nat.is_le(n, Nat.div(n, 2n)), Nat.is_le(Nat.mul(n, 2n), n), False{}, R.le_div(1n, n, n), 33 Equal.trans(Bool, Nat.is_le(Nat.mul(n, 2n), n), Nat.is_le(Nat.add(n, Nat.add(n, 0n)), n), False{}, Equal.cong(Nat, Bool, z => Nat.is_le(z, n), Nat.mul(n, 2n), Nat.add(n, Nat.add(n, 0n)), A.mul_comm(n, 2n)), 34 Equal.trans(Bool, Nat.is_le(Nat.add(n, Nat.add(n, 0n)), n), Nat.is_le(Nat.add(n, n), n), False{}, Equal.cong(Nat, Bool, z => Nat.is_le(Nat.add(n, z), n), Nat.add(n, 0n), n, A.add_zero(n)), add_succ_nle(n, np)))) 35 N.not_le_lt(n, Nat.div(n, 2n), e) 36 37 # n mod 2 <= 1 38 def half_rem(+n: Nat) -> {Nat.is_lt(Nat.mod(n, 2n), 2n) == True{} : Bool}: 39 R.dm_lt(1n, n) 40 41 # ---- bit_length ---- 42 43 def go_acc(fuel: Nat, +n: Nat, +k: Nat) -> {M.bit_length_go(fuel, n, 1n+k) == 1n+M.bit_length_go(fuel, n, k) : Nat}: 44 match fuel n: 45 case 0n n0: 46 {==} 47 case 1n+f 0n: 48 {==} 49 case 1n+ +f 1n+ +np: 50 go_acc(f, Nat.div(1n+np, 2n), 1n+k) 51 52 def go_zero(+fuel: Nat, +k: Nat) -> {M.bit_length_go(fuel, 0n, k) == k : Nat}: 53 match fuel: 54 case 0n: 55 {==} 56 case 1n+f: 57 {==} 58 59 # the halved argument stays within the fuel 60 def half_fuel(+np: Nat, +f: Nat, +hf: {Nat.is_le(np, f) == True{} : Bool}) -> {Nat.is_le(Nat.div(1n+np, 2n), f) == True{} : Bool}: 61 N.le_trans(Nat.div(1n+np, 2n), np, f, N.lt_succ_le(Nat.div(1n+np, 2n), np, half_lt(np)), hf) 62 63 # 2 h + r < 2 (1 + h) for r < 2 64 def half_bound(+np: Nat) -> {Nat.is_lt(1n+np, Nat.double(1n+Nat.div(1n+np, 2n))) == True{} : Bool}: 65 +h = Nat.div(1n+np, 2n) 66 %Equal.sym(Nat, 1n+np, Nat.add(Nat.double(h), Nat.mod(1n+np, 2n)), half_eq(1n+np)) : {Nat.is_lt(_, Nat.double(1n+h)) == True{} : Bool} 67 %Equal.sym(Nat, Nat.add(2n, Nat.double(h)), Nat.add(Nat.double(h), 2n), A.add_comm(2n, Nat.double(h))) : {Nat.is_lt(Nat.add(Nat.double(h), Nat.mod(1n+np, 2n)), _) == True{} : Bool} 68 N.lt_add_left(Nat.mod(1n+np, 2n), 2n, Nat.double(h), half_rem(1n+np)) 69 70 def lt_go(fuel: Nat, +n: Nat, +hf: {Nat.is_le(n, fuel) == True{} : Bool}) -> {Nat.is_lt(n, SC.pow2(M.bit_length_go(fuel, n, 0n))) == True{} : Bool}: 71 match fuel n: 72 case 0n 0n: 73 {==} 74 case 0n 1n+np: 75 Empty.absurd({Nat.is_lt(1n+np, SC.pow2(M.bit_length_go(0n, 1n+np, 0n))) == True{} : Bool}, L.false_true(hf)) 76 case 1n+f 0n: 77 {==} 78 case 1n+ +f 1n+ +np: 79 +h = Nat.div(1n+np, 2n) 80 +x = M.bit_length_go(f, h, 0n) 81 +ih = lt_go(f, h, half_fuel(np, f, hf)) 82 %Equal.sym(Nat, M.bit_length_go(f, h, 1n), 1n+x, go_acc(f, h, 0n)) : {Nat.is_lt(1n+np, SC.pow2(_)) == True{} : Bool} 83 N.lt_le_trans(1n+np, Nat.double(1n+h), Nat.double(SC.pow2(x)), half_bound(np), N.double_le(1n+h, SC.pow2(x), N.lt_succ_le_succ(h, SC.pow2(x), ih))) 84 85 # n < 2^bit_length(n) (Mathlib Nat.lt_size_self) 86 def bit_length_lt(+n: Nat) -> {Nat.is_lt(n, SC.pow2(M.bit_length(n))) == True{} : Bool}: 87 lt_go(n, n, N.le_refl(n)) 88 89 # the lower bound, as 2^L <= max(1, 2 n) 90 def le_step(+np: Nat, +h: Nat, +x: Nat, +e: {1n+np == Nat.add(Nat.double(h), Nat.mod(1n+np, 2n)) : Nat}, +ih: {Nat.is_le(SC.pow2(x), Nat.max(1n, Nat.double(h))) == True{} : Bool}) -> {Nat.is_le(SC.pow2(x), 1n+np) == True{} : Bool}: 91 match h: 92 case 0n: 93 N.le_trans(SC.pow2(x), 1n, 1n+np, ih, N.lt_succ_le_succ(0n, 1n+np, {==})) 94 case 1n+ +hp: 95 N.le_trans(SC.pow2(x), Nat.double(1n+hp), 1n+np, ih, N.le_trans(Nat.double(1n+hp), Nat.add(Nat.double(1n+hp), Nat.mod(1n+np, 2n)), 1n+np, N.le_add_right(Nat.double(1n+hp), Nat.mod(1n+np, 2n)), N.eq_le(Nat.add(Nat.double(1n+hp), Nat.mod(1n+np, 2n)), 1n+np, Equal.sym(Nat, 1n+np, Nat.add(Nat.double(1n+hp), Nat.mod(1n+np, 2n)), e)))) 96 97 def le_go(fuel: Nat, +n: Nat, +hf: {Nat.is_le(n, fuel) == True{} : Bool}) -> {Nat.is_le(SC.pow2(M.bit_length_go(fuel, n, 0n)), Nat.max(1n, Nat.double(n))) == True{} : Bool}: 98 match fuel n: 99 case 0n 0n: 100 {==} 101 case 0n 1n+np: 102 Empty.absurd({Nat.is_le(SC.pow2(M.bit_length_go(0n, 1n+np, 0n)), Nat.max(1n, Nat.double(1n+np))) == True{} : Bool}, L.false_true(hf)) 103 case 1n+f 0n: 104 {==} 105 case 1n+ +f 1n+ +np: 106 +h = Nat.div(1n+np, 2n) 107 +x = M.bit_length_go(f, h, 0n) 108 +ih = le_go(f, h, half_fuel(np, f, hf)) 109 %Equal.sym(Nat, M.bit_length_go(f, h, 1n), 1n+x, go_acc(f, h, 0n)) : {Nat.is_le(SC.pow2(_), Nat.max(1n, Nat.double(1n+np))) == True{} : Bool} 110 N.double_le(SC.pow2(x), 1n+np, le_step(np, h, x, half_eq(1n+np), ih)) 111 112 # 2^bit_length(n) <= 2 n for n > 0, i.e. 2^(bit_length(n) - 1) <= n (Mathlib Nat.size_le) 113 def bit_length_le(+np: Nat) -> {Nat.is_le(SC.pow2(M.bit_length(1n+np)), Nat.double(1n+np)) == True{} : Bool}: 114 le_go(1n+np, 1n+np, N.le_refl(1n+np)) 115 116 def bit_length_zero() -> {M.bit_length(0n) == 0n : Nat}: 117 {==}