items() returns a list of tuples of the key, value pairs and d. iteritems() returns a dictionary-itemiterator.
iteritems(): returns an iterator of the dictionary's list in the form of (key, value) tuple pairs. which is a (Python v2. x) version and got omitted in (Python v3. x) version.
The iteritems() method generates an iterator object of the DataFrame, allowing us to iterate each column of the DataFrame. Note: This method is the same as the items() method. Each iteration produces a label object and a column object.
The dict. items() method displays the data elements occupied by a dictionary as a list of key-value pairs. The dict. items() method does not accept any parameter and returns a list containing the key-value as tuple pairs of the dictionary.
In Python 2.x - .items()
returned a list of (key, value) pairs. In Python 3.x, .items()
is now an itemview
object, which behaves different - so it has to be iterated over, or materialised... So, list(dict.items())
is required for what was dict.items()
in Python 2.x.
Python 2.7 also has a bit of a back-port for key handling, in that you have viewkeys
, viewitems
and viewvalues
methods, the most useful being viewkeys
which behaves more like a set
(which you'd expect from a dict
).
Simple example:
common_keys = list(dict_a.viewkeys() & dict_b.viewkeys())
Will give you a list of the common keys, but again, in Python 3.x - just use .keys()
instead.
Python 3.x has generally been made to be more "lazy" - i.e. map
is now effectively itertools.imap
, zip
is itertools.izip
, etc.
dict.iteritems
was removed because dict.items
now does the thing dict.iteritems
did in python 2.x and even improved it a bit by making it an itemview
.
The six library helps with writing code that is compatible with both python 2.5+ and python 3. It has an iteritems method that will work in both python 2 and 3. Example:
import six
d = dict( foo=1, bar=2 )
for k, v in six.iteritems(d):
print(k, v)
As the dictionary documentation for python 2 and python 3 would tell you, in python 2 items
returns a list, while iteritems
returns a iterator.
In python 3, items
returns a view, which is pretty much the same as an iterator.
If you are using python 2, you may want to user iteritems
if you are dealing with large dictionaries and all you want to do is iterate over the items (not necessarily copy them to a list)
Just as @Wessie noted, dict.iteritems
, dict.iterkeys
and dict.itervalues
(which return an iterator in Python2.x) as well as dict.viewitems
, dict.viewkeys
and dict.viewvalues
(which return view objects in Python2.x) were all removed in Python3.x
And dict.items
, dict.keys
and dict.values
used to return a copy of the dictionary's list in Python2.x now return view objects in Python3.x, but they are still not the same as iterator.
If you want to return an iterator in Python3.x, use iter(dictview)
:
$ python3.3
>>> d = {'one':'1', 'two':'2'}
>>> type(d.items())
<class 'dict_items'>
>>>
>>> type(d.keys())
<class 'dict_keys'>
>>>
>>>
>>> ii = iter(d.items())
>>> type(ii)
<class 'dict_itemiterator'>
>>>
>>> ik = iter(d.keys())
>>> type(ik)
<class 'dict_keyiterator'>
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