Lately, I found more of my friends expressed their interests in learning Python. Python is certainly gaining attentions ... at least in my circle (PHP or Java developers). I thought to myself 'hmm, why not share my notes with my friends, or even post it in blog?'. So here it is. This note is not meant to be comprehensive. For a full Python tutorial, I recommend the book 'Dive into Python'.
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# List attributes of an object dir(something) # Print doc string print something.__doc__
What is False
None, 0, empty string, empty list, empty tuple, and empty dictionary are false.
Dictionary
d = {'firstname': 'david', 'lastname': 'cai'}
d.keys()
# ['firstname', 'lastname']
d.values()
# ['david', 'cai']
d.items()
# [('firstname', 'david'), ('lastname', 'cai')]
A list of keys returned by the keys method is not in order.
The values method returns a list of values in the same order as the list returned by the keys method.
The items method returns a list of tuples in the same order as the list returned by the keys method. The tuple is consisted of key and value.
Delete an item:
d = {'firstname': 'david', 'lastname': 'cai', 99: 'something'}
del d[99]
# {'firstname': 'david', 'lastname': 'cai'}
d.clear()
# {}
del deletes an entry in dictionary by key. clear deletes all entries.
List
Slicing:
l = ['first', 'second', 'third', 'fourth', 'fifth'] l[1:3] # ['second', 'third'] l[-1] # 'fifth' l[1:-1] # ['second', 'third', 'fourth'] l[:] # ['first', 'second', 'third', 'fourth', 'fifth'] l[:4] # ['first', 'second', 'third', 'fourth'] l[2:] # ['third', 'fourth', 'fifth']
Slicing won't change the original list, instead it returns a new list containing all items of the list starting with the first index, and up to but not including the second index.
Add items to list:
l.insert(2, 'between 2 and 3')
# ['first', 'second', 'between 2 and 3', 'third', 'fourth', 'fifth']
l.append('sixth')
# ['first', 'second', 'between 2 and 3', 'third', 'fourth', 'fifth', 'sixth']
l.extend(['seventh', 'eighth'])
# ['first', 'second', 'between 2 and 3', 'third', 'fourth', 'fifth', 'sixth', 'seventh', 'eighth']
append takes a single item, and add it to the end of the list.
extend concatenates two lists.
Remove items from list:
l = ['first', 'second', 'third', 'fourth', 'fifth']
l.remove('first')
# ['second', 'third', 'fourth', 'fifth']
l.remove('sixth')
# ValueError: list.remove(x): x not in list
item = l.pop()
# item: 'fifth'
# l: ['first', 'second', 'third', 'fourth']
List operators:
l = ['first', 'second', 'third', 'fourth', 'fifth'] l += ['sixth', 'seventh'] # ['first', 'second', 'third', 'fourth', 'fifth', 'sixth', 'seventh'] l = ['first', 'second'] l = l * 3 # ['first', 'second', 'first', 'second', 'first', 'second']
+ operator returns a new list, however, the extend function only modifies the existing list.
Search in list:
len(l)
# 9
l.index('second')
# 1
l.index('something else')
# ValueError: list.index(x): x not in list
'something else' in l
# False
The built-in range function returns a list of integers:
range(5) # [0, 1, 2, 3, 4]
Tuple
Immutable list. Faster than list. Tuples and lists can be converted back and forth.
tuple(['a', 'b', 'c'])
# ('a', 'b', 'c')
list(('a', 'b', 'c'))
# ['a', 'b', 'c']
t = ('a', 'b', 'c', 'd')
t.index('b')
# AttributeError: 'tuple' object has no attribute 'index'
'b' in t
# True
Assign multiple values:
(x, y, z) = ('a', 'b', 'c')
# x: 'a'
# y: 'b'
# z: 'c'
One-element tuple:
one = 1 t = (one,)
The comma after one is necessary. Without the comma, python won't know whether (one) is a tuple or a value of one.
Tuple can be used in string formatting (see below).
Formatting string
print "Hello, %s" % "world"
# Hello, world
print "Good %s, %s" % ("morning", "David")
# Good morning, David
print "The result is %d" % 7
# The result is 7
print "The result is " + 7
# TypeError: cannot concatenate 'str' and 'int' objects
print "Rate: %f" % 7.6864
# Rate: 7.686400
print "Rate: %.2f" % 7.6864
# Rate: 7.68
List comprehension
l1 = [1, 2, 3, 4]
l2 = [i * 2 for i in l1]
# l1: [1, 2, 3, 4]
# l2: [2, 4, 6, 8]
d = {'firstname': 'david', 'lastname': 'cai'}
["%s: %s" % (k, v) for k, v in d.items()]
# ["firstname: david", "lastname: cai"]
list = [1, 2, 3]
['%s' % item for item in list if item % 2 == 0]
# ['2']
List <---> string
str = ",".join(['a', 'b', 'c'])
# "a,b,c"
str.split(",")
# ['a', 'b', 'c']
str.split(",", 1)
# ['a', 'b,c']
split takes a optional second argument which is the number of split.
Default and named arguments
def sayHello(firstname, lastname='cai'):
...
sayHello('David')
# David Cai
sayHello('David', 'Smith')
# David Smith
sayHello(lastname='Smith', firstname='David')
# David Smith
Arguments are actually a dictionary in Python. Calling function without argument names is simply a shorthand.
