Python create new object with the same value [duplicate]

This question already has answers here: How do I clone a list so that it doesn't change unexpectedly after assignment? (24 answers) Closed 19 days ago.

I come from java world where I expect following things

int a = valueassignedbyfunction();
int b = a;
a = a + 1; 

after this a is 1 greater than b. But in python the b automatically gets incremented by one once the a = a + 1 operation is done because this b is referencing to the same object as a does. How can I copy only the value of a and assig开发者_运维知识库n it to a new object called b?

Thanks!

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Assuming integers, I cannot reproduce your issue:

>>> a = 1
>>> b = a
>>> a += 1
>>> a
2
>>> b
1

If we assume objects instead:

class Test(object):
...     def __init__(self, v):
...         self.v = v
...         
>>> a = Test(1)
>>> b = a.v
>>> a.v += 1
>>> print a.v, b
2 1
# No issues so far
# Let's copy the object instead
>>> b = a
>>> a.v += 1
>>> print a.v, b.v
3 3
# Ah, there we go
# Using user252462's suggestion
>>> from copy import deepcopy
>>> b = deepcopy(a)
>>> a.v += 1
>>> print a.v, b.v
4 3

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I think the main confusion here is the following: In Java, a line like

int i = 5;

allocates memory for an integer and associates the name i with this memory location. You can somehow identify the name i with this memory location and its type and call the whole thing "the integer variable i".

In Python, the line

i = 5

evaluates the expression on the right hand side, which will yield a Python object (in this case, the expression is really simple and will yield the integer object 5). The assignment statement makes the name i point to that object, but the relation between the name and the object is a completely different one than in Java. Names are always just references to objects, and there may be many names referencing the same object or no name at all.

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This documentation might help out: http://docs.python.org/library/copy.html

You can use the copy library to deepcopy objects:

import copy
b = copy.deepcopy(a)

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I'm not sure what you're seeing here.

>>> a = 1 
>>> b = a
>>> a = a + 1
>>> b
1
>>> a
2
>>> a is b
False

Python Integers are immutable, the + operation assigns creates a new object with value a+1. There are some weird reference issues with integers (http://distilledb.com/blog/archives/date/2009/06/18/python-gotcha-integer-equality.page), but you should get the same thing you expected in Java

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How about just doing

a = 1
b = a*1