Mercurial > repos > guerler > springsuite
comparison planemo/lib/python3.7/site-packages/boltons/queueutils.py @ 0:d30785e31577 draft
"planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
| author | guerler |
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| date | Fri, 31 Jul 2020 00:18:57 -0400 |
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| -1:000000000000 | 0:d30785e31577 |
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| 1 # -*- coding: utf-8 -*- | |
| 2 """Python comes with a many great data structures, from :class:`dict` | |
| 3 to :class:`collections.deque`, and no shortage of serviceable | |
| 4 algorithm implementations, from :func:`sorted` to :mod:`bisect`. But | |
| 5 priority queues are curiously relegated to an example documented in | |
| 6 :mod:`heapq`. Even there, the approach presented is not full-featured | |
| 7 and object-oriented. There is a built-in priority queue, | |
| 8 :class:`Queue.PriorityQueue`, but in addition to its austere API, it | |
| 9 carries the double-edged sword of threadsafety, making it fine for | |
| 10 multi-threaded, multi-consumer applications, but high-overhead for | |
| 11 cooperative/single-threaded use cases. | |
| 12 | |
| 13 The ``queueutils`` module currently provides two Queue | |
| 14 implementations: :class:`HeapPriorityQueue`, based on a heap, and | |
| 15 :class:`SortedPriorityQueue`, based on a sorted list. Both use a | |
| 16 unified API based on :class:`BasePriorityQueue` to facilitate testing | |
| 17 the slightly different performance characteristics on various | |
| 18 application use cases. | |
| 19 | |
| 20 >>> pq = PriorityQueue() | |
| 21 >>> pq.add('low priority task', 0) | |
| 22 >>> pq.add('high priority task', 2) | |
| 23 >>> pq.add('medium priority task 1', 1) | |
| 24 >>> pq.add('medium priority task 2', 1) | |
| 25 >>> len(pq) | |
| 26 4 | |
| 27 >>> pq.pop() | |
| 28 'high priority task' | |
| 29 >>> pq.peek() | |
| 30 'medium priority task 1' | |
| 31 >>> len(pq) | |
| 32 3 | |
| 33 | |
| 34 """ | |
| 35 | |
| 36 | |
| 37 from heapq import heappush, heappop | |
| 38 from bisect import insort | |
| 39 import itertools | |
| 40 | |
| 41 try: | |
| 42 from typeutils import make_sentinel | |
| 43 _REMOVED = make_sentinel(var_name='_REMOVED') | |
| 44 except ImportError: | |
| 45 _REMOVED = object() | |
| 46 | |
| 47 try: | |
| 48 from listutils import BList | |
| 49 # see BarrelList docstring for notes | |
| 50 except ImportError: | |
| 51 BList = list | |
| 52 | |
| 53 | |
| 54 __all__ = ['PriorityQueue', 'BasePriorityQueue', | |
| 55 'HeapPriorityQueue', 'SortedPriorityQueue'] | |
| 56 | |
| 57 | |
| 58 # TODO: make Base a real abstract class | |
| 59 # TODO: add uniqueification | |
| 60 | |
| 61 | |
| 62 class BasePriorityQueue(object): | |
| 63 """The abstract base class for the other PriorityQueues in this | |
| 64 module. Override the ``_backend_type`` class attribute, as well as | |
| 65 the :meth:`_push_entry` and :meth:`_pop_entry` staticmethods for | |
| 66 custom subclass behavior. (Don't forget to use | |
| 67 :func:`staticmethod`). | |
| 68 | |
| 69 Args: | |
| 70 priority_key (callable): A function that takes *priority* as | |
| 71 passed in by :meth:`add` and returns a real number | |
| 72 representing the effective priority. | |
| 73 | |
| 74 """ | |
| 75 # negating priority means larger numbers = higher priority | |
| 76 _default_priority_key = staticmethod(lambda p: -float(p or 0)) | |
| 77 _backend_type = list | |
| 78 | |
| 79 def __init__(self, **kw): | |
| 80 self._pq = self._backend_type() | |
| 81 self._entry_map = {} | |
| 82 self._counter = itertools.count() | |
| 83 self._get_priority = kw.pop('priority_key', self._default_priority_key) | |
| 84 if kw: | |
| 85 raise TypeError('unexpected keyword arguments: %r' % kw.keys()) | |
| 86 | |
| 87 @staticmethod | |
| 88 def _push_entry(backend, entry): | |
| 89 pass # abstract | |
| 90 | |
| 91 @staticmethod | |
| 92 def _pop_entry(backend): | |
| 93 pass # abstract | |
| 94 | |
| 95 def add(self, task, priority=None): | |
| 96 """ | |
| 97 Add a task to the queue, or change the *task*'s priority if *task* | |
| 98 is already in the queue. *task* can be any hashable object, | |
| 99 and *priority* defaults to ``0``. Higher values representing | |
| 100 higher priority, but this behavior can be controlled by | |
| 101 setting *priority_key* in the constructor. | |
| 102 """ | |
| 103 priority = self._get_priority(priority) | |
| 104 if task in self._entry_map: | |
| 105 self.remove(task) | |
| 106 count = next(self._counter) | |
| 107 entry = [priority, count, task] | |
| 108 self._entry_map[task] = entry | |
| 109 self._push_entry(self._pq, entry) | |
| 110 | |
| 111 def remove(self, task): | |
| 112 """Remove a task from the priority queue. Raises :exc:`KeyError` if | |
| 113 the *task* is absent. | |
| 114 """ | |
| 115 entry = self._entry_map.pop(task) | |
| 116 entry[-1] = _REMOVED | |
| 117 | |
| 118 def _cull(self, raise_exc=True): | |
| 119 "Remove entries marked as removed by previous :meth:`remove` calls." | |
| 120 while self._pq: | |
| 121 priority, count, task = self._pq[0] | |
| 122 if task is _REMOVED: | |
| 123 self._pop_entry(self._pq) | |
| 124 continue | |
| 125 return | |
| 126 if raise_exc: | |
| 127 raise IndexError('empty priority queue') | |
| 128 | |
| 129 def peek(self, default=_REMOVED): | |
| 130 """Read the next value in the queue without removing it. Returns | |
| 131 *default* on an empty queue, or raises :exc:`KeyError` if | |
| 132 *default* is not set. | |
| 133 """ | |
| 134 try: | |
| 135 self._cull() | |
| 136 _, _, task = self._pq[0] | |
| 137 except IndexError: | |
| 138 if default is not _REMOVED: | |
| 139 return default | |
| 140 raise IndexError('peek on empty queue') | |
| 141 return task | |
| 142 | |
| 143 def pop(self, default=_REMOVED): | |
| 144 """Remove and return the next value in the queue. Returns *default* on | |
| 145 an empty queue, or raises :exc:`KeyError` if *default* is not | |
| 146 set. | |
| 147 """ | |
| 148 try: | |
| 149 self._cull() | |
| 150 _, _, task = self._pop_entry(self._pq) | |
| 151 del self._entry_map[task] | |
| 152 except IndexError: | |
| 153 if default is not _REMOVED: | |
| 154 return default | |
| 155 raise IndexError('pop on empty queue') | |
| 156 return task | |
| 157 | |
| 158 def __len__(self): | |
| 159 "Return the number of tasks in the queue." | |
| 160 return len(self._entry_map) | |
| 161 | |
| 162 | |
| 163 class HeapPriorityQueue(BasePriorityQueue): | |
| 164 """A priority queue inherited from :class:`BasePriorityQueue`, | |
| 165 backed by a list and based on the :func:`heapq.heappop` and | |
| 166 :func:`heapq.heappush` functions in the built-in :mod:`heapq` | |
| 167 module. | |
| 168 """ | |
| 169 @staticmethod | |
| 170 def _pop_entry(backend): | |
| 171 return heappop(backend) | |
| 172 | |
| 173 @staticmethod | |
| 174 def _push_entry(backend, entry): | |
| 175 heappush(backend, entry) | |
| 176 | |
| 177 | |
| 178 class SortedPriorityQueue(BasePriorityQueue): | |
| 179 """A priority queue inherited from :class:`BasePriorityQueue`, based | |
| 180 on the :func:`bisect.insort` approach for in-order insertion into | |
| 181 a sorted list. | |
| 182 """ | |
| 183 _backend_type = BList | |
| 184 | |
| 185 @staticmethod | |
| 186 def _pop_entry(backend): | |
| 187 return backend.pop(0) | |
| 188 | |
| 189 @staticmethod | |
| 190 def _push_entry(backend, entry): | |
| 191 insort(backend, entry) | |
| 192 | |
| 193 | |
| 194 PriorityQueue = SortedPriorityQueue |
