Why does "and" operator on two values give the last value?
Question:
I’ve been tinkering a little with Python operators and came across something I’m not sure about.
If I perform a bitwise operation (&, |) on 2 integers I will get unsurprisingly their bitwise value.
Meaning:
>>> a = 11
>>> b = 3
>>> a & b
3
This is because it performs bitwise AND on the binary representation of these numbers.
However, if I use the built in and operator I will get the second variable, irrespective of its type:
>>> b and a
11
>>> 'b' and 'a'
'a'
Why is it so?
Answers:
The first case with and:
>>> b and a #(11 and 3, both the values evaluates to be true because non-zero)
11
>>> 'b' and 'a' #(again both are evaluated to be true because non-empty)
For and all the conditions need to be True, so checked upto the last item if the previous evaluates to be True, hence you get the last item.
Logical operators operate on the truthiness of an object. Every object has truth value, unless it has a __bool__ method that is explicitly overridden to raise an error. The major difference between a and b (logical) and a & b (bitwise) is that the former apply to any objects, while the latter only apply to numeric types that support bitwise operations.
Python’s logical operators are specifically designed to return the result of the last object evaluated:
a and b: Returns a Falsy a, or b (if a is truthy)a or b: Returns a Truthy a, or b (if a if falsy)
From the tutorial:
The Boolean operators and and or are so-called short-circuit operators: their arguments are evaluated from left to right, and evaluation stops as soon as the outcome is determined. For example, if A and C are true but B is false, A and B and C does not evaluate the expression C. When used as a general value and not as a Boolean, the return value of a short-circuit operator is the last evaluated argument.
This property is used semi-idiomatically to check values before accessing them. For example, if a list must contain an element, you can do something like
if x and x[0] == value:
# ...
This will not raise an error, because if x is Falsy (empty), the and expression will return x instead of x[0] == value.
The documentation says:
The expression x and y first evaluates x; if x is false, its value is returned; otherwise, y is evaluated and the resulting value is returned.
Since Python considers the boolean value for both strings and non-zero integers to be True, x and y would imply True and True, and since the boolean of the first statement is not False, the second statement is evaluated and the resulting value (which is the value of the second term) is returned.
Case 1 : A and B
here consider A ,B both are non zeroes for and it checks both A,B that is it first evaluates A if in A after conversion in binary(for understanding consider positive integers , A > 0 and B > 0) whether 1 is present or not , if yes it moves to B and returns B as output. Because and checks both A and B.
A or B
here it checks the A as same as above if it has 1 after converting in to binary,
if A is True it return A (obviously A > 0 so it return A only ).
case 2 : suppose Any 1 in A,B or both A,B are ZEROES
I will try to explain in better way . I hope we all know truth tables for ‘AND’ and ‘OR’ and ‘XOR’.
Same thing happening here just replace 1’s and 0’s with any number, if you want you use only 1’s and 0’s to understand in better way.
I’ve been tinkering a little with Python operators and came across something I’m not sure about.
If I perform a bitwise operation (&, |) on 2 integers I will get unsurprisingly their bitwise value.
Meaning:
>>> a = 11
>>> b = 3
>>> a & b
3
This is because it performs bitwise AND on the binary representation of these numbers.
However, if I use the built in and operator I will get the second variable, irrespective of its type:
>>> b and a
11
>>> 'b' and 'a'
'a'
Why is it so?
The first case with and:
>>> b and a #(11 and 3, both the values evaluates to be true because non-zero)
11
>>> 'b' and 'a' #(again both are evaluated to be true because non-empty)
For and all the conditions need to be True, so checked upto the last item if the previous evaluates to be True, hence you get the last item.
Logical operators operate on the truthiness of an object. Every object has truth value, unless it has a __bool__ method that is explicitly overridden to raise an error. The major difference between a and b (logical) and a & b (bitwise) is that the former apply to any objects, while the latter only apply to numeric types that support bitwise operations.
Python’s logical operators are specifically designed to return the result of the last object evaluated:
a and b: Returns a Falsya, orb(ifais truthy)a or b: Returns a Truthya, orb(ifaif falsy)
From the tutorial:
The Boolean operators
andandorare so-called short-circuit operators: their arguments are evaluated from left to right, and evaluation stops as soon as the outcome is determined. For example, ifAandCare true butBis false,A and B and Cdoes not evaluate the expressionC. When used as a general value and not as a Boolean, the return value of a short-circuit operator is the last evaluated argument.
This property is used semi-idiomatically to check values before accessing them. For example, if a list must contain an element, you can do something like
if x and x[0] == value:
# ...
This will not raise an error, because if x is Falsy (empty), the and expression will return x instead of x[0] == value.
The documentation says:
The expression
x and yfirst evaluates x; if x is false, its value is returned; otherwise, y is evaluated and the resulting value is returned.
Since Python considers the boolean value for both strings and non-zero integers to be True, x and y would imply True and True, and since the boolean of the first statement is not False, the second statement is evaluated and the resulting value (which is the value of the second term) is returned.
Case 1 : A and B
here consider A ,B both are non zeroes for and it checks both A,B that is it first evaluates A if in A after conversion in binary(for understanding consider positive integers , A > 0 and B > 0) whether 1 is present or not , if yes it moves to B and returns B as output. Because and checks both A and B.
A or B
here it checks the A as same as above if it has 1 after converting in to binary,
if A is True it return A (obviously A > 0 so it return A only ).
case 2 : suppose Any 1 in A,B or both A,B are ZEROES
I will try to explain in better way . I hope we all know truth tables for ‘AND’ and ‘OR’ and ‘XOR’.
Same thing happening here just replace 1’s and 0’s with any number, if you want you use only 1’s and 0’s to understand in better way.