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""" | |
Given a list of integers, made up of (hopefully) a small number of long runs | |
of consecutive integers, compute a representation of the form | |
((start1, end1), (start2, end2) ...). Then answer the question "was x present | |
in the original list?" in time O(log(# runs)). | |
""" | |
import bisect | |
from typing import List, Tuple | |
def intranges_from_list(list_: List[int]) -> Tuple[int, ...]: | |
"""Represent a list of integers as a sequence of ranges: | |
((start_0, end_0), (start_1, end_1), ...), such that the original | |
integers are exactly those x such that start_i <= x < end_i for some i. | |
Ranges are encoded as single integers (start << 32 | end), not as tuples. | |
""" | |
sorted_list = sorted(list_) | |
ranges = [] | |
last_write = -1 | |
for i in range(len(sorted_list)): | |
if i+1 < len(sorted_list): | |
if sorted_list[i] == sorted_list[i+1]-1: | |
continue | |
current_range = sorted_list[last_write+1:i+1] | |
ranges.append(_encode_range(current_range[0], current_range[-1] + 1)) | |
last_write = i | |
return tuple(ranges) | |
def _encode_range(start: int, end: int) -> int: | |
return (start << 32) | end | |
def _decode_range(r: int) -> Tuple[int, int]: | |
return (r >> 32), (r & ((1 << 32) - 1)) | |
def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool: | |
"""Determine if `int_` falls into one of the ranges in `ranges`.""" | |
tuple_ = _encode_range(int_, 0) | |
pos = bisect.bisect_left(ranges, tuple_) | |
# we could be immediately ahead of a tuple (start, end) | |
# with start < int_ <= end | |
if pos > 0: | |
left, right = _decode_range(ranges[pos-1]) | |
if left <= int_ < right: | |
return True | |
# or we could be immediately behind a tuple (int_, end) | |
if pos < len(ranges): | |
left, _ = _decode_range(ranges[pos]) | |
if left == int_: | |
return True | |
return False | |