github.com/m3db/m3@v1.5.0/src/aggregator/aggregation/quantile/cm/heap.go (about)

     1  // Copyright (c) 2016 Uber Technologies, Inc.
     2  //
     3  // Permission is hereby granted, free of charge, to any person obtaining a copy
     4  // of this software and associated documentation files (the "Software"), to deal
     5  // in the Software without restriction, including without limitation the rights
     6  // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
     7  // copies of the Software, and to permit persons to whom the Software is
     8  // furnished to do so, subject to the following conditions:
     9  //
    10  // The above copyright notice and this permission notice shall be included in
    11  // all copies or substantial portions of the Software.
    12  //
    13  // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    14  // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    15  // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    16  // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    17  // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    18  // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
    19  // THE SOFTWARE.
    20  
    21  package cm
    22  
    23  // minHeap is a typed min heap for floating point numbers. Unlike the generic
    24  // heap in the container/heap package, pushing data to or popping data off of
    25  // the heap doesn't require conversion between floats and interface{} objects,
    26  // therefore avoiding the memory and GC overhead due to the additional allocations.
    27  type minHeap []float64
    28  
    29  // Len returns the number of values in the heap.
    30  func (h minHeap) Len() int { return len(h) }
    31  
    32  // Min returns the minimum value from the heap.
    33  func (h minHeap) Min() float64 { return h[0] }
    34  
    35  // Push pushes a value onto the heap.
    36  func (h *minHeap) Push(value float64) {
    37  	if len(*h) == cap(*h) {
    38  		h.ensureSize()
    39  	}
    40  	// append
    41  	(*h) = append(*h, value)
    42  	// then, shift up if necessary to fix heap structure. manually inlined.
    43  	heap := *h
    44  	n := len(heap)
    45  	i := n - 1
    46  	for i < n && i >= 0 {
    47  		parent := (i - 1) / 2
    48  		if parent == i || parent >= n || parent < 0 || heap[parent] <= heap[i] {
    49  			break
    50  		}
    51  		heap[parent], heap[i] = heap[i], heap[parent]
    52  		i = parent
    53  	}
    54  }
    55  
    56  func (h *minHeap) Reset() {
    57  	if heap := *h; cap(heap) >= _initialHeapBucketSize {
    58  		sharedHeapPool.Put(heap)
    59  	}
    60  	(*h) = nil
    61  }
    62  
    63  // Pop pops the minimum value from the heap.
    64  func (h *minHeap) Pop() float64 {
    65  	var (
    66  		old = *h
    67  		n   = len(old) - 1
    68  		val = old[0]
    69  		i   int
    70  	)
    71  	old[0], old[n] = old[n], old[0]
    72  	smallest := i
    73  	for smallest >= 0 && smallest <= n { // bounds-check elimination hint
    74  		left := smallest*2 + 1
    75  		right := left + 1
    76  		if left < n && left >= 0 && old[left] < old[smallest] {
    77  			smallest = left
    78  		}
    79  		if right < n && right >= 0 && old[right] < old[smallest] {
    80  			smallest = right
    81  		}
    82  		if smallest == i {
    83  			break
    84  		}
    85  		old[i], old[smallest] = old[smallest], old[i]
    86  		i = smallest
    87  	}
    88  	*h = old[0:n]
    89  	return val
    90  }
    91  
    92  func (h minHeap) SortDesc() {
    93  	heap := h
    94  	// this is equivalent to Pop() in a loop (heapsort)
    95  	// all the redundant-looking conditions are there to eliminate bounds-checks
    96  	for n := len(heap) - 1; n > 0 && n < len(heap); n = len(heap) - 1 {
    97  		var (
    98  			i        int
    99  			smallest int
   100  		)
   101  		heap[0], heap[n] = heap[n], heap[0]
   102  		for smallest >= 0 && smallest <= n {
   103  			var (
   104  				left  = smallest*2 + 1
   105  				right = left + 1
   106  			)
   107  			if left < n && left >= 0 && heap[left] < heap[smallest] {
   108  				smallest = left
   109  			}
   110  			if right < n && right >= 0 && heap[right] < heap[smallest] {
   111  				smallest = right
   112  			}
   113  			if smallest == i {
   114  				break
   115  			}
   116  			heap[i], heap[smallest] = heap[smallest], heap[i]
   117  			i = smallest
   118  		}
   119  		heap = heap[0:n]
   120  	}
   121  }
   122  
   123  func (h *minHeap) ensureSize() {
   124  	var (
   125  		heap      = *h
   126  		targetCap = cap(heap) * 2
   127  		newHeap   = sharedHeapPool.Get(targetCap)
   128  	)
   129  	(*newHeap) = append(*newHeap, heap...)
   130  	if cap(heap) >= _initialHeapBucketSize {
   131  		sharedHeapPool.Put(heap)
   132  	}
   133  	(*h) = *newHeap
   134  }