Wednesday 13 June 2018

bit manipulation - What are bitwise shift (bit-shift) operators and how do they work?



I've been attempting to learn C in my spare time, and other languages (C#, Java, etc.) have the same concept (and often the same operators) ...




What I'm wondering is, at a core level, what does bit-shifting (<<, >>, >>>) do, what problems can it help solve, and what gotchas lurk around the bend? In other words, an absolute beginner's guide to bit shifting in all its goodness.


Answer



The bit shifting operators do exactly what their name implies. They shift bits. Here's a brief (or not-so-brief) introduction to the different shift operators.



The Operators




  • >> is the arithmetic (or signed) right shift operator.

  • >>> is the logical (or unsigned) right shift operator.


  • << is the left shift operator, and meets the needs of both logical and arithmetic shifts.



All of these operators can be applied to integer values (int, long, possibly short and byte or char). In some languages, applying the shift operators to any datatype smaller than int automatically resizes the operand to be an int.



Note that <<< is not an operator, because it would be redundant.



Also note that C and C++ do not distinguish between the right shift operators. They provide only the >> operator, and the right-shifting behavior is implementation defined for signed types. The rest of the answer uses the C# / Java operators.



(In all mainstream C and C++ implementations including gcc and clang/LLVM, >> on signed types is arithmetic. Some code assumes this, but it isn't something the standard guarantees. It's not undefined, though; the standard requires implementations to define it one way or another. However, left shifts of negative signed numbers is undefined behaviour (signed integer overflow). So unless you need arithmetic right shift, it's usually a good idea to do your bit-shifting with unsigned types.)







Left shift (<<)



Integers are stored, in memory, as a series of bits. For example, the number 6 stored as a 32-bit int would be:



00000000 00000000 00000000 00000110



Shifting this bit pattern to the left one position (6 << 1) would result in the number 12:



00000000 00000000 00000000 00001100


As you can see, the digits have shifted to the left by one position, and the last digit on the right is filled with a zero. You might also note that shifting left is equivalent to multiplication by powers of 2. So 6 << 1 is equivalent to 6 * 2, and 6 << 3 is equivalent to 6 * 8. A good optimizing compiler will replace multiplications with shifts when possible.



Non-circular shifting



Please note that these are not circular shifts. Shifting this value to the left by one position (3,758,096,384 << 1):




11100000 00000000 00000000 00000000


results in 3,221,225,472:



11000000 00000000 00000000 00000000


The digit that gets shifted "off the end" is lost. It does not wrap around.







Logical right shift (>>>)



A logical right shift is the converse to the left shift. Rather than moving bits to the left, they simply move to the right. For example, shifting the number 12:



00000000 00000000 00000000 00001100



to the right by one position (12 >>> 1) will get back our original 6:



00000000 00000000 00000000 00000110


So we see that shifting to the right is equivalent to division by powers of 2.



Lost bits are gone



However, a shift cannot reclaim "lost" bits. For example, if we shift this pattern:




00111000 00000000 00000000 00000110


to the left 4 positions (939,524,102 << 4), we get 2,147,483,744:



10000000 00000000 00000000 01100000


and then shifting back ((939,524,102 << 4) >>> 4) we get 134,217,734:




00001000 00000000 00000000 00000110


We cannot get back our original value once we have lost bits.









The arithmetic right shift is exactly like the logical right shift, except instead of padding with zero, it pads with the most significant bit. This is because the most significant bit is the sign bit, or the bit that distinguishes positive and negative numbers. By padding with the most significant bit, the arithmetic right shift is sign-preserving.



For example, if we interpret this bit pattern as a negative number:



10000000 00000000 00000000 01100000


we have the number -2,147,483,552. Shifting this to the right 4 positions with the arithmetic shift (-2,147,483,552 >> 4) would give us:



11111000 00000000 00000000 00000110



or the number -134,217,722.



So we see that we have preserved the sign of our negative numbers by using the arithmetic right shift, rather than the logical right shift. And once again, we see that we are performing division by powers of 2.


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