python - How do I get the number of elements in a list?

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Top 5 Answer for python - How do I get the number of elements in a list?

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The len() function can be used with several different types in Python - both built-in types and library types. For example:

>>> len([1, 2, 3]) 3 
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How to get the size of a list?

To find the size of a list, use the builtin function, len:

items = [] items.append("apple") items.append("orange") items.append("banana") 

And now:


returns 3.


Everything in Python is an object, including lists. All objects have a header of some sort in the C implementation.

Lists and other similar builtin objects with a "size" in Python, in particular, have an attribute called ob_size, where the number of elements in the object is cached. So checking the number of objects in a list is very fast.

But if you're checking if list size is zero or not, don't use len - instead, put the list in a boolean context - it treated as False if empty, True otherwise.

From the docs


Return the length (the number of items) of an object. The argument may be a sequence (such as a string, bytes, tuple, list, or range) or a collection (such as a dictionary, set, or frozen set).

len is implemented with __len__, from the data model docs:


Called to implement the built-in function len(). Should return the length of the object, an integer >= 0. Also, an object that doesn’t define a __nonzero__() [in Python 2 or __bool__() in Python 3] method and whose __len__() method returns zero is considered to be false in a Boolean context.

And we can also see that __len__ is a method of lists:


returns 3.

Builtin types you can get the len (length) of

And in fact we see we can get this information for all of the described types:

>>> all(hasattr(cls, '__len__') for cls in (str, bytes, tuple, list,                                              range, dict, set, frozenset)) True 

Do not use len to test for an empty or nonempty list

To test for a specific length, of course, simply test for equality:

if len(items) == required_length:     ... 

But there's a special case for testing for a zero length list or the inverse. In that case, do not test for equality.

Also, do not do:

if len(items):      ... 

Instead, simply do:

if items:     # Then we have some items, not empty!     ... 


if not items: # Then we have an empty list!     ... 

I explain why here but in short, if items or if not items is both more readable and more performant.

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While this may not be useful due to the fact that it'd make a lot more sense as being "out of the box" functionality, a fairly simple hack would be to build a class with a length property:

class slist(list):     @property     def length(self):         return len(self) 

You can use it like so:

>>> l = slist(range(10)) >>> l.length 10 >>> print l [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] 

Essentially, it's exactly identical to a list object, with the added benefit of having an OOP-friendly length property.

As always, your mileage may vary.

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Besides len you can also use operator.length_hint (requires Python 3.4+). For a normal list both are equivalent, but length_hint makes it possible to get the length of a list-iterator, which could be useful in certain circumstances:

>>> from operator import length_hint >>> l = ["apple", "orange", "banana"] >>> len(l) 3 >>> length_hint(l) 3  >>> list_iterator = iter(l) >>> len(list_iterator) TypeError: object of type 'list_iterator' has no len() >>> length_hint(list_iterator) 3 

But length_hint is by definition only a "hint", so most of the time len is better.

I've seen several answers suggesting accessing __len__. This is all right when dealing with built-in classes like list, but it could lead to problems with custom classes, because len (and length_hint) implement some safety checks. For example, both do not allow negative lengths or lengths that exceed a certain value (the sys.maxsize value). So it's always safer to use the len function instead of the __len__ method!

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And for completeness (primarily educational), it is possible without using the len() function. I would not condone this as a good option DO NOT PROGRAM LIKE THIS IN PYTHON, but it serves a purpose for learning algorithms.

def count(list):     item_count = 0     for item in list[:]:         item_count += 1     return item_count  count([1,2,3,4,5]) 

(The index operation with colon in list[:] is implicit and is therefore also optional.)

The lesson here for new programmers is: You can’t get the number of items in a list without counting them at some point. The question becomes: when is a good time to count them? For example, high-performance code like the connect system call for sockets (written in C) connect(int sockfd, const struct sockaddr *addr, socklen_t addrlen);, does not calculate the length of elements (giving that responsibility to the calling code). Notice that the length of the address is passed along to save the step of counting the length first? Another option: computationally, it might make sense to keep track of the number of items as you add them within the object that you pass. Mind that this takes up more space in memory. See Naftuli Kay‘s answer.

Example of keeping track of the length to improve performance while taking up more space in memory. Note that I never use the len() function because the length is tracked:

class MyList(object):     def __init__(self):         self._data = []         self.length = 0 # length tracker that takes up memory but makes length op O(1) time                   # the implicit iterator in a list class     def __iter__(self):         for elem in self._data:             yield elem                  def add(self, elem):         self._data.append(elem)         self.length += 1                  def remove(self, elem):         self._data.remove(elem)         self.length -= 1              mylist = MyList() mylist.add(1) mylist.add(2) mylist.add(3) print(mylist.length) # 3 mylist.remove(3) print(mylist.length) # 2 

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