// RUN: %dafny /compile:0 /dprint:"%t.dprint" "%s" > "%t" // RUN: %diff "%s.expect" "%t" // We consider a number representation that consists of a sequence of digits. The least // significant digit is stored at index 0. // For a given base, function eval gives the number that is represented. Note // that eval can be defined without regard to the sign or magnitude of the digits. function eval(digits: seq, base: int): int requires 2 <= base; { if |digits| == 0 then 0 else digits[0] + base * eval(digits[1..], base) } lemma test_eval() { assert forall base :: 2 <= base ==> eval([], base) == 0; assert forall base :: 2 <= base ==> eval([0], base) == 0; forall base | 2 <= base { calc { eval([0, 0], base); 0; } } calc { eval([3, 2], 10); 3 + 10 * eval([2], 10); 23; } var oct, dec := 8, 10; calc { eval([1, 3], oct); 1 + oct * eval([3], oct); 5 + dec * eval([2], dec); eval([5, 2], dec); } assert eval([29], 420) == 29; assert eval([29], 8) == 29; calc { eval([-2, 1, -3], 5); -2 + 5 * eval([1, -3], 5); -2 + 5 * 1 + 25 * eval([-3], 5); -2 + 5 * 1 + 25 * (-3); -72; } } // To achieve a unique (except for leading zeros) representation of each number, we // consider digits that are drawn from a consecutive range of "base" integers // including 0. That is, each digit lies in the half-open interval [lowDigit..lowDigit+base]. predicate IsSkewNumber(digits: seq, lowDigit: int, base: nat) { 2 <= base && // there must be at least two digits lowDigit <= 0 < lowDigit + base && // digits must include 0 forall d :: d in digits ==> lowDigit <= d < lowDigit + base // every digit is in this range } // The following theorem says that any natural number is representable as a sequence // of digits in the range [0..base]. lemma CompleteNat(n: nat, base: nat) returns (digits: seq) requires 2 <= base; ensures IsSkewNumber(digits, 0, base) && eval(digits, base) == n; { if n < base { digits := [n]; } else { var d, m := n / base, n % base; assert base * d + m == n; if n <= d { calc { base * d + m == n; ==> { assert 0 <= m; } base * d <= n; ==> { assert n <= d; } base * n <= n; (base - 1) * n + n <= n; (base - 1) * n <= 0; ==> { assert (base - 1) * n <= 0; MulSign(base - 1, n); } (base - 1) <= 0 || n <= 0; { assert 0 < n; } (base - 1) <= 0; { assert 2 <= base; } false; } assert false; } assert d < n && 0 <= m; digits := CompleteNat(d, base); digits := [m] + digits; } } // we used the following lemma to prove the theorem above lemma MulSign(x: int, y: int) requires x * y <= 0; ensures x <= 0 || y <= 0; { } // The following theorem says that, provided there's some digit with the same sign as "n", // then "n" can be represented. lemma Complete(n: int, lowDigit: int, base: nat) returns (digits: seq) requires 2 <= base && lowDigit <= 0 < lowDigit + base; requires 0 <= lowDigit ==> 0 <= n; // without negative digits, only non-negative numbers can be formed requires lowDigit + base <= 1 ==> n <= 0; // without positive digits, only positive numbers can be formed ensures IsSkewNumber(digits, lowDigit, base) && eval(digits, base) == n; decreases if 0 <= n then n else -n; { if lowDigit <= n < lowDigit + base{ digits := [n]; } else if 0 < n { digits := Complete(n - 1, lowDigit, base); digits := inc(digits, lowDigit, base); } else { digits := Complete(n + 1, lowDigit, base); digits := dec(digits, lowDigit, base); } } ghost method inc(a: seq, lowDigit: int, base: nat) returns (b: seq) requires 2 <= base && lowDigit <= 0 < lowDigit + base; requires IsSkewNumber(a, lowDigit, base); requires eval(a, base) == 0 ==> 1 < lowDigit + base; ensures IsSkewNumber(b, lowDigit, base) && eval(b, base) == eval(a, base) + 1; { if a == [] { b := [1]; } else if a[0] + 1 < lowDigit + base { b := a[0 := a[0] + 1]; } else { b := inc(a[1..], lowDigit, base); b := [lowDigit] + b; } } ghost method dec(a: seq, lowDigit: int, base: nat) returns (b: seq) requires 2 <= base && lowDigit <= 0 < lowDigit + base; requires IsSkewNumber(a, lowDigit, base); requires eval(a, base) == 0 ==> lowDigit < 0; ensures IsSkewNumber(b, lowDigit, base) && eval(b, base) == eval(a, base) - 1; { if a == [] { b := [-1]; } else if lowDigit <= a[0] - 1 { b := a[0 := a[0] - 1]; } else { b := dec(a[1..], lowDigit, base); b := [lowDigit + base - 1] + b; } } // Finally, we prove that number representations are unique, except for leading zeros. // Recall, a "leading" zero is one at the end of the sequence. // The trim function removes any leading zeros. function trim(digits: seq): seq { if |digits| != 0 && digits[|digits| - 1] == 0 then trim(digits[..|digits|-1]) else digits } // Here follow a number of lemmas about trim lemma TrimResult(digits: seq) ensures var last := |trim(digits)| - 1; 0 <= last ==> trim(digits)[last] != 0; { } lemma TrimProperty(a: seq) requires a == trim(a); ensures a == [] || a[1..] == trim(a[1..]); { assert forall b :: |trim(b)| <= |b|; } lemma TrimPreservesValue(digits: seq, base: nat) requires 2 <= base; ensures eval(digits, base) == eval(trim(digits), base); { var last := |digits| - 1; if |digits| != 0 && digits[last] == 0 { assert digits == digits[..last] + [0]; LeadingZeroInsignificant(digits[..last], base); } } lemma LeadingZeroInsignificant(digits: seq, base: nat) requires 2 <= base; ensures eval(digits, base) == eval(digits + [0], base); { if |digits| != 0 { var d := digits[0]; assert [d] + digits[1..] == digits; calc { eval(digits, base); eval([d] + digits[1..], base); d + base * eval(digits[1..], base); { LeadingZeroInsignificant(digits[1..], base); } d + base * eval(digits[1..] + [0], base); eval([d] + (digits[1..] + [0]), base); { assert [d] + (digits[1..] + [0]) == ([d] + digits[1..]) + [0]; } eval(([d] + digits[1..]) + [0], base); eval(digits + [0], base); } } } // We now get on with proving the uniqueness of the representation lemma UniqueRepresentation(a: seq, b: seq, lowDigit: int, base: nat) requires 2 <= base && lowDigit <= 0 < lowDigit + base; requires a == trim(a) && b == trim(b); requires IsSkewNumber(a, lowDigit, base) && IsSkewNumber(b, lowDigit, base); requires eval(a, base) == eval(b, base); ensures a == b; { if eval(a, base) == 0 { ZeroIsUnique(a, lowDigit, base); ZeroIsUnique(b, lowDigit, base); } else { var aa, bb := eval(a, base), eval(b, base); var arest, brest := a[1..], b[1..]; var ma, mb := aa % base, bb % base; assert 0 <= ma < base && 0 <= mb < base; LeastSignificantDigitIsAlmostMod(a, lowDigit, base); LeastSignificantDigitIsAlmostMod(b, lowDigit, base); assert ma == mb && a[0] == b[0]; var y := a[0]; assert aa == base * eval(arest, base) + y; assert bb == base * eval(brest, base) + y; MulInverse(base, eval(arest, base), eval(brest, base), y); assert eval(arest, base) == eval(brest, base); TrimProperty(a); TrimProperty(b); UniqueRepresentation(arest, brest, lowDigit, base); assert [y] + arest == a && [y] + brest == b; } } lemma ZeroIsUnique(a: seq, lowDigit: int, base: nat) requires 2 <= base && lowDigit <= 0 < lowDigit + base; requires a == trim(a); requires IsSkewNumber(a, lowDigit, base); requires eval(a, base) == 0; ensures a == []; { if a != [] { assert eval(a, base) == a[0] + base * eval(a[1..], base); if eval(a[1..], base) == 0 { TrimProperty(a); ZeroIsUnique(a[1..], lowDigit, base); } assert false; } } lemma LeastSignificantDigitIsAlmostMod(a: seq, lowDigit: int, base: nat) requires 2 <= base && lowDigit <= 0 < lowDigit + base && IsSkewNumber(a, lowDigit, base); requires a != []; ensures var mod := eval(a, base) % base; a[0] == mod || a[0] == mod - base; { var n := eval(a, base); var d, m := n / base, n % base; assert base * d + m == n; assert 0 <= m < base; assert lowDigit <= a[0] < lowDigit + base; var arest := a[1..]; var nrest := eval(arest, base); assert base * nrest + a[0] == n; var p := MulProperty(base, d, m, nrest, a[0]); assert -1 * base <= a[0] - m < 1 * base; if { case p == -1 => assert a[0] == m - base; case p == 0 => assert a[0] == m; } } lemma MulProperty(k: int, a: int, x: int, b: int, y: int) returns (p: int) requires 0 < k; requires k * a + x == k * b + y; ensures y - x == k * p; { calc { k * a + x == k * b + y; k * a - k * b == y - x; k * (a - b) == y - x; } p := a - b; } lemma MulInverse(x: int, a: int, b: int, y: int) requires x != 0 && x * a + y == x * b + y; ensures a == b; { }