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µ-optimizations for SES.
1. Avoid redundant computations of cost on the fast path (equal elements at this vertex). 2. Don’t call `min`; inline the branches instead. 3. Don’t call `costOfStream`; inline the costs instead.
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@ -34,18 +34,38 @@ public func SES<Leaf, Annotation, C: CollectionType>(a: C, _ b: C, cost: Free<Le
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if let diagonal = diagonal, right = right, down = down {
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if let diagonal = diagonal, right = right, down = down {
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let here = recur(a[i], b[j])
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let here = recur(a[i], b[j])
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if let diagonalDiff = here {
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let hereCost = cost(diagonalDiff)
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let diagonalCost = hereCost + (diagonal.value.first?.1 ?? 0)
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// If the diff at this vertex is zero-cost, we’re not going to find a cheaper one either rightwards or downwards. We can therefore short-circuit selecting the best outgoing edge and save ourselves evaluating the entire row rightwards and the entire column downwards from this point.
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// If the diff at this vertex is zero-cost, we’re not going to find a cheaper one either rightwards or downwards. We can therefore short-circuit selecting the best outgoing edge and save ourselves evaluating the entire row rightwards and the entire column downwards from this point.
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//
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//
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// Thus, in the best case (two equal sequences), we now complete in O(n + m). However, this optimization only applies to equalities at the beginning of the edit graph; once inequalities are encountered, the remainder of the diff is effectively O(nm).
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// Thus, in the best case (two equal sequences), we now complete in O(n + m). However, this optimization only applies to equalities at the beginning of the edit graph; once inequalities are encountered, the remainder of the diff is effectively O(nm).
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if let here = here where cost(here) == 0 { return cons(here, rest: diagonal) }
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guard hereCost != 0 else { return .Cons((diagonalDiff, diagonalCost), diagonal) }
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let right = (right, Diff.Delete(a[i]), costOfStream(right))
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let down = (down, Diff.Insert(b[j]), costOfStream(down))
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let rightDiff = Diff.Delete(a[i])
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let diagonal = here.map { (diagonal, $0, costOfStream(diagonal)) }
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let rightCost = cost(rightDiff) + (right.value.first?.1 ?? 0)
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// nominate the best edge to continue along, not considering diagonal if `recur` returned `nil`.
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let downDiff = Diff.Insert(b[j])
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let (best, diff, _) = diagonal
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let downCost = cost(downDiff) + (down.value.first?.1 ?? 0)
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.map { min($0, right, down) { $0.2 < $1.2 } }
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?? min(right, down) { $0.2 < $1.2 }
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if rightCost < downCost && rightCost < diagonalCost {
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return cons(diff, rest: best)
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return .Cons((rightDiff, rightCost), right)
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} else if downCost < diagonalCost {
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return .Cons((downDiff, downCost), down)
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} else {
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return .Cons((diagonalDiff, diagonalCost), diagonal)
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}
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} else {
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let rightDiff = Diff.Delete(a[i])
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let rightCost = cost(rightDiff) + (right.value.first?.1 ?? 0)
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let downDiff = Diff.Insert(b[j])
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let downCost = cost(downDiff) + (down.value.first?.1 ?? 0)
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if rightCost < downCost {
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return .Cons((rightDiff, rightCost), right)
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} else {
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return .Cons((downDiff, downCost), down)
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}
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}
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}
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}
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// right extent of the edit graph; can only move down
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// right extent of the edit graph; can only move down
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