Comment to How can I get around declaring an unused variable in a for loop? (Ran out of comment size)
Python maintains the same reference for the object created. (irrespective of mutability),for example,
In [1]: i = 1 In [2]: j = 1 In [3]: id(i) Out[3]: 142671248 In [4]: id(j) Out[4]: 142671248
You, can see both i and j, refer to the same object in memory.What happens, when we change the value of one immutable variable.
In [5]: j = j+1 In [6]: id(i) Out[6]: 142671248 In [7]: id(j) Out[7]: 142671236
you can see j now starts to point a new location, (where 2 is stored), and i still points to location where 1 is stored. While evaluating,
j = j+1
The value is picked from 142671248, calculated(if not already cached), and put at a new location 142671236. j is made to point to the new location. In simpler terms a new copy made everytime an immutable variable is modified.
Mutability
Mutable objects act little different in this regard. When the value pointed by
In [16]: a = [] In [17]: b = a In [18]: id(a) Out[18]: 3071546412L In [19]: id(b) Out[19]: 3071546412L
Both a and b point to the same memory location.
In [20]: a.append(5)
Memory location pointed by a is modified.
In [21]: a Out[21]: [5] In [22]: b Out[22]: [5] In [23]: id(a) Out[23]: 3071546412L In [24]: id(b) Out[24]: 3071546412L
Both a and b, still point to the same memory location. In other word, mutable variables act of the same memory location pointed by the variable, instead of making a copy of the value pointed by the variable, like in immutable variable case.
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