Python/bit_manipulation/multibit_manipulation.py

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"""Bit integer manipulation, both single bit and multi-bit list-like
slicing functions ( get, set, insert, remove ) implemented with
builtin bitwise operations.
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See:
https://high-python-ext-3-algorithms.readthedocs.io/ko/latest/chapter5.html#insert-bit
https://en.wikipedia.org/wiki/Bit_manipulation#Bit_manipulation_operations
https://github.com/billbreit/BitWiseApps
All parameters must be must be int >= 0, referred to as a 'bit integer'.
bint:int
The bit integer to be accessed or returned as modified.
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index:int
The offset into the bit position from right,
0b010111 -> list [1,1,1,0,1,0]. big-endian -> little-endian
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For inserts, index is the position to the right of index,
index 0 -> right of rightmost bit.
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For gets, sets and removes, it is the position of the bit itself.
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value:int
Either [0,1] for single bit, or int value for multibit,
bit_length(value) <= bitlen.
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bitlen:int
The effective mask length, spec. leading zeros
( bitlen 4 value 1 -> 0001 )
The bitwise expressions may look convoluted, but basically, there are
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just three parts: left-hand side, value, right-hand side.
For example, say you want to insert two ones in the middle of 0b101101,
that is -> 0b10111101. Index is 2 ( 0 ,1, 2 from the right ) and the
value is 3 (0b11) with a bit length of 2.
- Shift >> index right to produce 0b101
- Shift left << bit length to produce 0b10100.
- OR in the ones producing 0b10111.
- Left shift << index producing 0b10111000.
- Using a bit mask (1 << index)-1 -> 0b111, AND with the original bint,
( 0b101101 & 0b111 ) -> 0b101.
- OR that into the working 0b10111000, that is, ( 0b10111000 | 0b101 )
-> 0b10111101.
To remove the center two bits of 0b101101 -> 0b1001, the process is mostly
the same.
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- The initial right shift is index(2) + bit_length(2), taking out the two
middle bits and producing 0b10.
- The left shift of index produces 0b1000.
- The original bint is ANDed with bitmask 0b11 producing 0b01 which is
ORed with 0b1000 yielding the target 0b1001.
It's not so bad once you get the hang of it.
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Various bit insert/remove solutions exist using bin() string functions
and slicing, but this bitwise implementation is significantly faster
(about 3x) on Python for big ints (2^100).
See https://github.com/billbreit/BitWiseApps/blob/main/dev/time_ops.py
"""
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bit_length = int.bit_length
"""The only consistent error checking is for bint < 0 or index < 0 etc.,
and for bit_length(value) > bit_len, which can cause silent errors.
Anything like int(None) is going to cause a loud error. """
def bit_get(bint: int, index: int) -> int:
"""Get value of bit at index in bint.
>>> bit_get(15, 0)
1
>>> bit_get(15, 4)
0
>>> bit_get(0, 4)
0
>>> bit_get(-1, 2) is None
True
>>> bit_get(0, -1) is None
True
"""
return multibit_get(bint, index, 1)
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def bit_set(bint: int, index: int, value: int = 1) -> int:
"""Set bit at index to value 1 or 0, like set() or unset().
>>> bit_set(15, 0, 0)
14
>>> bit_set(15, 4, 1)
31
>>> bit_set(31, 6, 0)
31
>>> bit_set(31, 6, 3) is None
True
"""
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if value not in [0, 1]:
return None # error
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return multibit_set(bint, index, 1, value)
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def bit_insert(bint: int, index: int, value: int = 1) -> int:
"""Insert bit value before index.
>>> bit_insert(15, 0, 0)
30
>>> bit_insert(15, 0, 1)
31
>>> bit_insert(15, 4, 1)
31
>>> bit_insert(31, 6, 0)
31
"""
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if value not in [0, 1]:
return None # error
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return multibit_insert(bint, index, 1, value)
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def bit_remove(bint: int, index: int) -> int:
"""Remove the bit at index from bint.
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>>> bit_remove(15, 0)
7
>>> bit_remove(15, 1)
7
>>> bit_remove(31, 4)
15
>>> bit_remove(31, 6)
31
"""
return multibit_remove(bint, index, 1)
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def multibit_get(bint: int, index: int, bit_len: int) -> int:
"""Get bit_len number of bits starting from index.
819 = 1100110011.
>>> multibit_get(0, 1, 1)
0
>>> multibit_get(15, 0, 3)
7
>>> multibit_get(819, 2, 4)
12
>>> multibit_get(819, 4, 6)
51
"""
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if bint < 0 or index < 0 or bit_len < 0:
return None # error
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return (bint >> index) & ((1 << bit_len) - 1)
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def multibit_set(bint: int, index: int, bit_len: int, value: int) -> int:
"""Overlay bint at index with value for bit_len bits.
>>> multibit_set(0, 1, 1, 0)
0
>>> multibit_set(15, 0, 2, 0)
12
>>> multibit_set(22, 0, 1, 1)
23
>>> multibit_set(22, 2, 1, 0)
18
>>> multibit_set(22, 2, 1, 3) is None
True
"""
if bint < 0 or index < 0 or bit_len < 0 or value < 0:
return None # error
if bit_length(value) > bit_len:
return None
return ((((bint >> (index + bit_len)) << bit_len) | value) << index) | (
bint & (1 << index) - 1
)
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def multibit_insert(bint: int, index: int, bit_len: int, value: int) -> int:
"""Insert before index-th slot
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>>> multibit_insert(0, 1, 1, 1)
2
>>> multibit_insert(15, 1, 2, 0)
57
>>> multibit_insert(22, 0, 1, 1)
45
>>> multibit_insert(22, 2, 1, 0)
42
>>> multibit_insert(22, 2, 1, 3) is None
True
"""
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if bint < 0 or index < 0 or bit_len < 0 or value < 0:
return None # error
if bit_length(value) > bit_len:
return None
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return ((((bint >> index) << bit_len) | value) << index) | bint & ((1 << index) - 1)
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def multibit_remove(bint: int, index: int, bit_len: int) -> int:
"""Remove bits in bint from index to index+bit_len.
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>>> multibit_remove(3, 1, 1)
1
>>> multibit_remove(15, 1, 2)
3
>>> multibit_remove(22, 0, 1)
11
>>> multibit_remove(22, 2, 2)
6
>>> multibit_remove(22, 2, 6)
2
"""
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if bint < 0 or index < 0 or bit_len < 0:
return None # error
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return ((bint >> index + bit_len) << index) | bint & ((1 << index) - 1)
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if __name__ == "__main__":
import doctest
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doctest.testmod()