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SF patch #969791: Add nlargest() and nsmallest() to heapq.
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5 changed files with 75 additions and 5 deletions
36
Lib/heapq.py
36
Lib/heapq.py
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@ -30,7 +30,7 @@ without surprises: heap[0] is the smallest item, and heap.sort()
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maintains the heap invariant!
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"""
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# Original code by Kevin O'Connor, augmented by Tim Peters
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# Original code by Kevin O'Connor, augmented by Tim Peters and Raymond Hettinger
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__about__ = """Heap queues
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@ -126,7 +126,10 @@ Believe me, real good tape sorts were quite spectacular to watch!
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From all times, sorting has always been a Great Art! :-)
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"""
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__all__ = ['heappush', 'heappop', 'heapify', 'heapreplace']
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__all__ = ['heappush', 'heappop', 'heapify', 'heapreplace', 'nlargest',
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'nsmallest']
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from itertools import islice, repeat
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def heappush(heap, item):
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"""Push item onto heap, maintaining the heap invariant."""
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@ -168,6 +171,35 @@ def heapify(x):
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for i in reversed(xrange(n//2)):
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_siftup(x, i)
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def nlargest(iterable, n):
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"""Find the n largest elements in a dataset.
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Equivalent to: sorted(iterable, reverse=True)[:n]
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"""
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it = iter(iterable)
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result = list(islice(it, n))
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if not result:
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return result
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heapify(result)
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_heapreplace = heapreplace
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sol = result[0] # sol --> smallest of the nlargest
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for elem in it:
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if elem <= sol:
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continue
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_heapreplace(result, elem)
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sol = result[0]
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result.sort(reverse=True)
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return result
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def nsmallest(iterable, n):
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"""Find the n smallest elements in a dataset.
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Equivalent to: sorted(iterable)[:n]
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"""
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h = list(iterable)
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heapify(h)
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return map(heappop, repeat(h, min(n, len(h))))
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# 'heap' is a heap at all indices >= startpos, except possibly for pos. pos
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# is the index of a leaf with a possibly out-of-order value. Restore the
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# heap invariant.
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