The Question :
585 people think this question is useful
I am learning the ropes in Python. When I try to print an object of class Foobar
using the print()
function, I get an output like this:
<__main__.Foobar instance at 0x7ff2a18c>
Is there a way I can set the printing behaviour (or the string representation) of a class and its objects? For instance, when I call print()
on a class object, I would like to print its data members in a certain format. How to achieve this in Python?
If you are familiar with C++ classes, the above can be achieved for the standard ostream
by adding a friend ostream& operator << (ostream&, const Foobar&)
method for the class.
The Question Comments :
The Answer 1
688 people think this answer is useful
>>> class Test:
... def __repr__(self):
... return "Test()"
... def __str__(self):
... return "member of Test"
...
>>> t = Test()
>>> t
Test()
>>> print(t)
member of Test
The __str__
method is what happens when you print it, and the __repr__
method is what happens when you use the repr()
function (or when you look at it with the interactive prompt). If this isn’t the most Pythonic method, I apologize, because I’m still learning too – but it works.
If no __str__
method is given, Python will print the result of __repr__
instead. If you define __str__
but not __repr__
, Python will use what you see above as the __repr__
, but still use __str__
for printing.
The Answer 2
141 people think this answer is useful
As Chris Lutz mentioned, this is defined by the __repr__
method in your class.
From the documentation of repr()
:
For many types, this function makes an attempt to return a string that would yield an object with the same value when passed to eval()
, otherwise the representation is a string enclosed in angle brackets that contains the name of the type of the object together with additional information often including the name and address of the object. A class can control what this function returns for its instances by defining a __repr__()
method.
Given the following class Test:
class Test:
def __init__(self, a, b):
self.a = a
self.b = b
def __repr__(self):
return "<Test a:%s b:%s>" % (self.a, self.b)
def __str__(self):
return "From str method of Test: a is %s, b is %s" % (self.a, self.b)
..it will act the following way in the Python shell:
>>> t = Test(123, 456)
>>> t
<Test a:123 b:456>
>>> print repr(t)
<Test a:123 b:456>
>>> print(t)
From str method of Test: a is 123, b is 456
>>> print(str(t))
From str method of Test: a is 123, b is 456
If no __str__
method is defined, print(t)
(or print(str(t))
) will use the result of __repr__
instead
If no __repr__
method is defined then the default is used, which is pretty much equivalent to..
def __repr__(self):
return "<%s instance at %s>" % (self.__class__.__name__, id(self))
The Answer 3
62 people think this answer is useful
A generic way that can be applied to any class without specific formatting could be done as follows:
class Element:
def __init__(self, name, symbol, number):
self.name = name
self.symbol = symbol
self.number = number
def __str__(self):
return str(self.__class__) + ": " + str(self.__dict__)
And then,
elem = Element('my_name', 'some_symbol', 3)
print(elem)
produces
__main__.Element: {'symbol': 'some_symbol', 'name': 'my_name', 'number': 3}
The Answer 4
31 people think this answer is useful
If you’re in a situation like @Keith you could try:
print(a.__dict__)
It goes against what I would consider good style but if you’re just trying to debug then it should do what you want.
The Answer 5
13 people think this answer is useful
Just to add my two cents to @dbr’s answer, following is an example of how to implement this sentence from the official documentation he’s cited:
“[…] to return a string that would yield an object with the same value when passed to eval(), […]”
Given this class definition:
class Test(object):
def __init__(self, a, b):
self._a = a
self._b = b
def __str__(self):
return "An instance of class Test with state: a=%s b=%s" % (self._a, self._b)
def __repr__(self):
return 'Test("%s","%s")' % (self._a, self._b)
Now, is easy to serialize instance of Test
class:
x = Test('hello', 'world')
print 'Human readable: ', str(x)
print 'Object representation: ', repr(x)
print
y = eval(repr(x))
print 'Human readable: ', str(y)
print 'Object representation: ', repr(y)
print
So, running last piece of code, we’ll get:
Human readable: An instance of class Test with state: a=hello b=world
Object representation: Test("hello","world")
Human readable: An instance of class Test with state: a=hello b=world
Object representation: Test("hello","world")
But, as I said in my last comment: more info is just here!
The Answer 6
13 people think this answer is useful
A prettier version of response by @user394430
class Element:
def __init__(self, name, symbol, number):
self.name = name
self.symbol = symbol
self.number = number
def __str__(self):
return str(self.__class__) + '\n'+ '\n'.join(('{} = {}'.format(item, self.__dict__[item]) for item in self.__dict__))
elem = Element('my_name', 'some_symbol', 3)
print(elem)
Produces visually nice list of the names and values.
<class '__main__.Element'>
name = my_name
symbol = some_symbol
number = 3
An even fancier version (thanks Ruud) sorts the items:
def __str__(self):
return str(self.__class__) + '\n' + '\n'.join((str(item) + ' = ' + str(self.__dict__[item]) for item in sorted(self.__dict__)))
The Answer 7
12 people think this answer is useful
You need to use __repr__
. This is a standard function like __init__
.
For example:
class Foobar():
"""This will create Foobar type object."""
def __init__(self):
print "Foobar object is created."
def __repr__(self):
return "Type what do you want to see here."
a = Foobar()
print a
The Answer 8
11 people think this answer is useful
For Python 3:
If the specific format isn’t important (e.g. for debugging) just inherit from the Printable class below. No need to write code for every object.
Inspired by this answer
class Printable:
def __repr__(self):
from pprint import pformat
return "<" + type(self).__name__ + "> " + pformat(vars(self), indent=4, width=1)
# Example Usage
class MyClass(Printable):
pass
my_obj = MyClass()
my_obj.msg = "Hello"
my_obj.number = "46"
print(my_obj)
The Answer 9
2 people think this answer is useful
There are already a lot of answers in this thread but none of them particularly helped me, I had to work it out myself, so I hope this one is a little more informative.
You just have to make sure you have parentheses at the end of your class, e.g:
print(class())
Here’s an example of code from a project I was working on:
class Element:
def __init__(self, name, symbol, number):
self.name = name
self.symbol = symbol
self.number = number
def __str__(self):
return "{}: {}\nAtomic Number: {}\n".format(self.name, self.symbol, self.number
class Hydrogen(Element):
def __init__(self):
super().__init__(name = "Hydrogen", symbol = "H", number = "1")
To print my Hydrogen class, I used the following:
print(Hydrogen())
Please note, this will not work without the parentheses at the end of Hydrogen. They are necessary.
Hope this helps, let me know if you have anymore questions.