repo2rlenv-swe-next / tasks /swe-next-643a3e6b9ccba6d2406d /environment /source /boltons /listutils.py
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| # Copyright (c) 2013, Mahmoud Hashemi | |
| # | |
| # Redistribution and use in source and binary forms, with or without | |
| # modification, are permitted provided that the following conditions are | |
| # met: | |
| # | |
| # * Redistributions of source code must retain the above copyright | |
| # notice, this list of conditions and the following disclaimer. | |
| # | |
| # * Redistributions in binary form must reproduce the above | |
| # copyright notice, this list of conditions and the following | |
| # disclaimer in the documentation and/or other materials provided | |
| # with the distribution. | |
| # | |
| # * The names of the contributors may not be used to endorse or | |
| # promote products derived from this software without specific | |
| # prior written permission. | |
| # | |
| # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | |
| # "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | |
| # LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR | |
| # A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT | |
| # OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, | |
| # SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT | |
| # LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, | |
| # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY | |
| # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | |
| # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | |
| # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | |
| """Python's builtin :class:`list` is a very fast and efficient | |
| sequence type, but it could be better for certain access patterns, | |
| such as non-sequential insertion into a large lists. ``listutils`` | |
| provides a pure-Python solution to this problem. | |
| For utilities for working with iterables and lists, check out | |
| :mod:`iterutils`. For the a :class:`list`-based version of | |
| :class:`collections.namedtuple`, check out :mod:`namedutils`. | |
| """ | |
| import operator | |
| from math import log as math_log | |
| from itertools import chain, islice | |
| try: | |
| from .typeutils import make_sentinel | |
| _MISSING = make_sentinel(var_name='_MISSING') | |
| except ImportError: | |
| _MISSING = object() | |
| # TODO: expose splaylist? | |
| __all__ = ['BList', 'BarrelList'] | |
| # TODO: comparators | |
| # TODO: keep track of list lengths and bisect to the right list for | |
| # faster getitem (and slightly slower setitem and delitem ops) | |
| class BarrelList(list): | |
| """The ``BarrelList`` is a :class:`list` subtype backed by many | |
| dynamically-scaled sublists, to provide better scaling and random | |
| insertion/deletion characteristics. It is a subtype of the builtin | |
| :class:`list` and has an identical API, supporting indexing, | |
| slicing, sorting, etc. If application requirements call for | |
| something more performant, consider the `blist module available on | |
| PyPI`_. | |
| The name comes by way of Kurt Rose, who said it reminded him of | |
| barrel shifters. Not sure how, but it's BList-like, so the name | |
| stuck. BList is of course a reference to `B-trees`_. | |
| Args: | |
| iterable: An optional iterable of initial values for the list. | |
| >>> blist = BList(range(100000)) | |
| >>> blist.pop(50000) | |
| 50000 | |
| >>> len(blist) | |
| 99999 | |
| >>> len(blist.lists) # how many underlying lists | |
| 8 | |
| >>> slice_idx = blist.lists[0][-1] | |
| >>> blist[slice_idx:slice_idx + 2] | |
| BarrelList([11637, 11638]) | |
| Slicing is supported and works just fine across list borders, | |
| returning another instance of the BarrelList. | |
| .. _blist module available on PyPI: https://pypi.python.org/pypi/blist | |
| .. _B-trees: https://en.wikipedia.org/wiki/B-tree | |
| """ | |
| _size_factor = 1520 | |
| "This size factor is the result of tuning using the tune() function below." | |
| def __init__(self, iterable=None): | |
| self.lists = [[]] | |
| if iterable: | |
| self.extend(iterable) | |
| def _cur_size_limit(self): | |
| len_self, size_factor = len(self), self._size_factor | |
| return int(round(size_factor * math_log(len_self + 2, 2))) | |
| def _translate_index(self, index): | |
| if index < 0: | |
| index += len(self) | |
| rel_idx, lists = index, self.lists | |
| for list_idx in range(len(lists)): | |
| len_list = len(lists[list_idx]) | |
| if rel_idx < len_list: | |
| break | |
| rel_idx -= len_list | |
| if rel_idx < 0: | |
| return None, None | |
| return list_idx, rel_idx | |
| def _balance_list(self, list_idx): | |
| if list_idx < 0: | |
| list_idx += len(self.lists) | |
| cur_list = self.lists[list_idx] | |
| size_limit = self._cur_size_limit | |
| if len(cur_list) > size_limit: | |
| half_limit = size_limit // 2 | |
| while len(cur_list) > half_limit: | |
| next_list_idx = list_idx + 1 | |
| self.lists.insert(next_list_idx, cur_list[-half_limit:]) | |
| del cur_list[-half_limit:] | |
| return True | |
| return False | |
| def insert(self, index, item): | |
| if len(self.lists) == 1: | |
| self.lists[0].insert(index, item) | |
| self._balance_list(0) | |
| else: | |
| list_idx, rel_idx = self._translate_index(index) | |
| if list_idx is None: | |
| list_idx, rel_idx = 0, 0 | |
| self.lists[list_idx].insert(rel_idx, item) | |
| self._balance_list(list_idx) | |
| return | |
| def append(self, item): | |
| self.lists[-1].append(item) | |
| def extend(self, iterable): | |
| self.lists[-1].extend(iterable) | |
| def pop(self, *a): | |
| lists = self.lists | |
| if len(lists) == 1 and not a: | |
| return self.lists[0].pop() | |
| index = a and a[0] | |
| if index == () or index is None or index == -1: | |
| ret = lists[-1].pop() | |
| if len(lists) > 1 and not lists[-1]: | |
| lists.pop() | |
| else: | |
| list_idx, rel_idx = self._translate_index(index) | |
| if list_idx is None: | |
| raise IndexError() | |
| ret = lists[list_idx].pop(rel_idx) | |
| self._balance_list(list_idx) | |
| return ret | |
| def iter_slice(self, start, stop, step=None): | |
| iterable = self # TODO: optimization opportunities abound | |
| # start_list_idx, stop_list_idx = 0, len(self.lists) | |
| if start is None: | |
| start = 0 | |
| if stop is None: | |
| stop = len(self) | |
| if step is not None and step < 0: | |
| step = -step | |
| start, stop = -start, -stop - 1 | |
| iterable = reversed(self) | |
| if start < 0: | |
| start += len(self) | |
| # start_list_idx, start_rel_idx = self._translate_index(start) | |
| if stop < 0: | |
| stop += len(self) | |
| # stop_list_idx, stop_rel_idx = self._translate_index(stop) | |
| return islice(iterable, start, stop, step) | |
| def del_slice(self, start, stop, step=None): | |
| if step is not None and abs(step) > 1: # punt | |
| new_list = chain(self.iter_slice(0, start, step), | |
| self.iter_slice(stop, None, step)) | |
| self.lists[0][:] = new_list | |
| self._balance_list(0) | |
| return | |
| if start is None: | |
| start = 0 | |
| if stop is None: | |
| stop = len(self) | |
| start_list_idx, start_rel_idx = self._translate_index(start) | |
| stop_list_idx, stop_rel_idx = self._translate_index(stop) | |
| if start_list_idx is None: | |
| raise IndexError() | |
| if stop_list_idx is None: | |
| raise IndexError() | |
| if start_list_idx == stop_list_idx: | |
| del self.lists[start_list_idx][start_rel_idx:stop_rel_idx] | |
| elif start_list_idx < stop_list_idx: | |
| del self.lists[start_list_idx + 1:stop_list_idx] | |
| del self.lists[start_list_idx][start_rel_idx:] | |
| del self.lists[stop_list_idx][:stop_rel_idx] | |
| else: | |
| assert False, ('start list index should never translate to' | |
| ' greater than stop list index') | |
| __delslice__ = del_slice | |
| def from_iterable(cls, it): | |
| return cls(it) | |
| def __iter__(self): | |
| return chain.from_iterable(self.lists) | |
| def __reversed__(self): | |
| return chain.from_iterable(reversed(l) for l in reversed(self.lists)) | |
| def __len__(self): | |
| return sum([len(l) for l in self.lists]) | |
| def __contains__(self, item): | |
| for cur in self.lists: | |
| if item in cur: | |
| return True | |
| return False | |
| def __getitem__(self, index): | |
| try: | |
| start, stop, step = index.start, index.stop, index.step | |
| except AttributeError: | |
| index = operator.index(index) | |
| else: | |
| iter_slice = self.iter_slice(start, stop, step) | |
| ret = self.from_iterable(iter_slice) | |
| return ret | |
| list_idx, rel_idx = self._translate_index(index) | |
| if list_idx is None: | |
| raise IndexError() | |
| return self.lists[list_idx][rel_idx] | |
| def __delitem__(self, index): | |
| try: | |
| start, stop, step = index.start, index.stop, index.step | |
| except AttributeError: | |
| index = operator.index(index) | |
| else: | |
| self.del_slice(start, stop, step) | |
| return | |
| list_idx, rel_idx = self._translate_index(index) | |
| if list_idx is None: | |
| raise IndexError() | |
| del self.lists[list_idx][rel_idx] | |
| def __setitem__(self, index, item): | |
| try: | |
| start, stop, step = index.start, index.stop, index.step | |
| except AttributeError: | |
| index = operator.index(index) | |
| else: | |
| if len(self.lists) == 1: | |
| self.lists[0][index] = item | |
| else: | |
| tmp = list(self) | |
| tmp[index] = item | |
| self.lists[:] = [tmp] | |
| self._balance_list(0) | |
| return | |
| list_idx, rel_idx = self._translate_index(index) | |
| if list_idx is None: | |
| raise IndexError() | |
| self.lists[list_idx][rel_idx] = item | |
| def __getslice__(self, start, stop): | |
| iter_slice = self.iter_slice(start, stop, 1) | |
| return self.from_iterable(iter_slice) | |
| def __setslice__(self, start, stop, sequence): | |
| if len(self.lists) == 1: | |
| self.lists[0][start:stop] = sequence | |
| else: | |
| tmp = list(self) | |
| tmp[start:stop] = sequence | |
| self.lists[:] = [tmp] | |
| self._balance_list(0) | |
| return | |
| def __repr__(self): | |
| return f'{self.__class__.__name__}({list(self)!r})' | |
| def sort(self): | |
| # poor pythonist's mergesort, it's faster than sorted(self) | |
| # when the lists' average length is greater than 512. | |
| if len(self.lists) == 1: | |
| self.lists[0].sort() | |
| else: | |
| for li in self.lists: | |
| li.sort() | |
| tmp_sorted = sorted(chain.from_iterable(self.lists)) | |
| del self.lists[:] | |
| self.lists.append(tmp_sorted) | |
| self._balance_list(0) | |
| def reverse(self): | |
| for cur in self.lists: | |
| cur.reverse() | |
| self.lists.reverse() | |
| def count(self, item): | |
| return sum([cur.count(item) for cur in self.lists]) | |
| def index(self, item): | |
| len_accum = 0 | |
| for cur in self.lists: | |
| try: | |
| rel_idx = cur.index(item) | |
| return len_accum + rel_idx | |
| except ValueError: | |
| len_accum += len(cur) | |
| raise ValueError(f'{item!r} is not in list') | |
| BList = BarrelList | |
| class SplayList(list): | |
| """Like a `splay tree`_, the SplayList facilitates moving higher | |
| utility items closer to the front of the list for faster access. | |
| .. _splay tree: https://en.wikipedia.org/wiki/Splay_tree | |
| """ | |
| def shift(self, item_index, dest_index=0): | |
| if item_index == dest_index: | |
| return | |
| item = self.pop(item_index) | |
| self.insert(dest_index, item) | |
| def swap(self, item_index, dest_index): | |
| self[dest_index], self[item_index] = self[item_index], self[dest_index] | |