Python Foundation - part one

標籤：python

Useful Tips

在windows下安裝python包出現錯誤，缺少setuptool,
此時先下載安裝ez_setup.py, 然後就可安裝所需包

Development

Now, I changed to Linux, forget windows, it really sucks to do development not .NET on Windows, So I nuked up my windows and installed solely Ubuntu14.04, and personally, I changed the theme to Mac, Mac is excellent through delivering a user-friendly interface like windows, but also a happy development environment like Linux, though not as strong as linux.

Start

I learnt python all by myself, the confusion for learning a programming language also a software skill is that, we are easy to start to play, but difficult to dive in.
We are easy to code like this:

   listing = [1, 2, 3, 4]   str = "12345"

just like in all other programming languages.

Awesome Python

But, what is awesome in Python is list comprehensions, generators, map, reduce, filter, decorator, high order funcions.

Also, something important in all language is that, you should get used to write recursive functions, and know about desigin patterns

List comprehensionsGeneratorsyield

To understand generators, you should know how to use yield.
then you can image how we use iterators in java or other similar functions.

   def my_friends():       yield("zhang san")       yield("li si")       yield("wang wu")

Ok, then in the python IDLE;

 >>> friends = my_friends() >>> print friends.next() zhang san >>> print friends.next() li si >>> print friends.next() wang wu

Finished, as it reached the last yield, so what will happen if we call next() once again?

>>> print friends.next()Traceback (most recent call last):  File "<stdin>", line 1, in <module>StopIteration

Generators

We all know the fibonacci, and know how to compute it, but now what we want is, to get the next number in the sequence, everytime we fetch only one.

Then Python’s generator is good at it.

def fibonacci(n):    """Fibonacci numbers generator, generate n numbers"""    a, b, counter = 0, 1, 0    while True:        if (counter > n): return        yield a        a, b = b, a + b        counter += 1

Then, just a minor change can lead it to generate all numbers without limit:

def fibonacci():    """Fibonacci numbers generator"""    a, b = 0, 1    while True:        yield a        a, b = b, a + b

In C++ STL, there is a method called permutation, this is also important algorithm (backtrack) in Leetcode, many problems are related to this. In python, we can easily code it.

def permutations(items):    n = len(items)    if n==0: yield []    else:        for i in range(len(items)):            for cc in permutations(items[:i]+items[i+1:]):                yield [items[i]]+cc

Till now, we at least have a taste of Python’s generator, to make it more complex, you can have generator to create generator, but I will not introduce it here.

As a Python freshmen, it’s good to know comprehensions after a quick guide of basic python knowledges.

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Python Foundation - part one