author | Santosh G. Vattam <vattam.santosh@gmail.com> |
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============ |
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Basic Python |
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This document is intended to be handed out at the end of the workshop. It has |
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been designed for Engineering students who are Python beginners and have basic |
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programming skills. The focus is on basic numerics and plotting using Python. |
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The system requirements: |
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* Python - version 2.5.x or newer. |
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* IPython |
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* Text editor - scite, vim, emacs or whatever you are comfortable with. |
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Introduction |
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============ |
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The Python programming language was created by a dutch named Guido van Rossum. |
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The idea of Python was conceived in December 1989. The name Python has nothing |
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to do with the reptilian, but its been named after the 70s comedy series |
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"Monty Python's Flying Circus", since it happens to be Guido's favourite |
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TV series. |
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Current stable version of Python is 2.6.x, although Python 3.0 is also the stable |
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version, it is not backwards compatible with the previous versions and is hence |
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not entirely popular at the moment. This material will focus on the 2.6.x series. |
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Python is licensed under the Python Software Foundation License (PSF License) |
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which is GPL compatible Free Software license (excepting license version 1.6 and 2.0) |
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It is a no strings attached license, which means the source code is free to modify |
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and redistribute. |
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The Python docs define Python as "Python is an interpreted, object-oriented, |
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high-level programming language with dynamic semantics." A more detailed summary |
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can be found at http://www.python.org/doc/essays/blurb.html. Python is a language that |
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has been designed to help the programmer concentrate on solving the problem at hand |
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and not worry about the programming language idiosyncrasies. |
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Python is a highly cross platform compatible language on account of it being an |
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interpreted language. It is highly scalable and hence has been adapted to run on |
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the Nokia 60 series phones. Python has been designed to be readable and easy to use |
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**Resources available for reference** |
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* Web: http://www.python.org |
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* Doc: http://www.python.org/doc |
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* Free Tutorials: |
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* Official Python Tutorial: http://docs.python.org/tut/tut.html |
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* Byte of Python: http://www.byteofpython.info/ |
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* Dive into Python: http://diveintopython.org/ |
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**Advantages of Python - Why Python??** |
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* Python has been designed for readability and ease of use. Its been designed in |
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such a fashion that it imposes readability on the programmer. Python does away |
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with the braces and the semicolons and instead implements code blocks based on |
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indentation, thus enhancing readability. |
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* Python is a high level, interpreted, modular and object oriented language. |
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Python performs memory management on its own, thus the programmer need not bother |
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about allocating and deallocating memory to variables. Python provides extensibility |
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by providing modules which can be easily imported similar to headers in C and |
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packages in Java. Python is object oriented and hence provides all the object oriented |
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characteristics such as inheritance, encapsulation and polymorphism. |
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* Python offers a highly powerful interactive programming interface in the form |
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of the 'Interactive Interpreter' which will be discussed in more detail in the |
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following sections. |
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* Python provides a rich standard library and an extensive set of modules. The |
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power of Python modules can be seen in this slightly exaggerated cartoon |
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http://xkcd.com/353/ |
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* Python interfaces well with most other programming languages such as C, C++ |
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and FORTRAN. |
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Although, Python has one setback. Python is not fast as some of the compiled |
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languages like C or C++. Yet, the amount of flexibility and power more than make |
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up for this setback. |
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The Python Interpreter |
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====================== |
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The Interactive Interpreter |
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~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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Typing *python* at the shell prompt on any standard Unix/Gnu-Linux system and |
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hitting the enter key fires up the Python 'Interactive Interpreter'. The Python |
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interpreter is one of the most integral features of Python. The prompt obtained |
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when the interactive interpreter is similar to what is shown below. The exact |
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appearance might differ based on the version of Python being used. The ``>>>`` |
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thing shown is the python prompt. When something is typed at the prompt and the |
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enter key is hit, the python interpreter interprets the command entered and |
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performs the appropriate action. |
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:: |
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Python 2.5.2 (r252:60911, Oct 5 2008, 19:24:49) |
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[GCC 4.3.2] on linux2 |
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Type "help", "copyright", "credits" or "license" for more information. |
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>>> |
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Lets try with an example, type ``print 'Hello, World!'`` at the prompt and hit |
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the enter key. |
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:: |
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>>> print 'Hello, World!' |
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Hello, World! |
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111 |
This example was quite straight forward, and thus we have written our first |
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line of Python code. Now let us try typing something arbitrary at the prompt. |
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For example: |
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115 |
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>>> arbit word |
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File "<stdin>", line 1 |
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arbit word |
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^ |
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SyntaxError: invalid syntax |
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>>> |
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The interpreter gave an error message saying that 'arbit word' was invalid |
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syntax which is valid. The interpreter is an amazing tool when learning to |
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program in Python. The interpreter provides a help function that provides the |
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necessary documentation regarding all Python syntax, constructs, modules and |
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objects. Typing *help()* at the prompt gives the following output: |
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:: |
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>>> help() |
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Welcome to Python 2.5! This is the online help utility. |
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If this is your first time using Python, you should definitely check out |
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the tutorial on the Internet at http://www.python.org/doc/tut/. |
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Enter the name of any module, keyword, or topic to get help on writing |
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Python programs and using Python modules. To quit this help utility and |
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return to the interpreter, just type "quit". |
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To get a list of available modules, keywords, or topics, type "modules", |
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"keywords", or "topics". Each module also comes with a one-line summary |
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of what it does; to list the modules whose summaries contain a given word |
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such as "spam", type "modules spam". |
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help> |
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As mentioned in the output, entering the name of any module, keyword or topic |
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will provide the documentation and help regarding the same through the online |
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help utility. Pressing *Ctrl+d* exits the help prompt and returns to the |
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python prompt. |
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155 |
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Let us now try a few examples at the python interpreter. |
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157 |
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158 |
Eg 1: |
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159 |
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160 |
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>>> print 'Hello, python!' |
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Hello, python! |
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>>> |
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Eg 2: |
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>>> print 4321*567890 |
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169 |
2453852690 |
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>>> |
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Eg 3: |
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:: |
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>>> 4321*567890 |
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176 |
2453852690L |
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>>> |
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Note: Notice the 'L' at the end of the output. The 'L' signifies that the |
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output of the operation is of type *long*. It was absent in the previous |
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example because we used the print statement. This is because *print* formats |
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the output before displaying. |
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Eg 4: |
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>>> big = 12345678901234567890 ** 3 |
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>>> print big |
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1881676372353657772490265749424677022198701224860897069000 |
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>>> |
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This example is to show that unlike in C or C++ there is no limit on the |
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value of an integer. |
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*ipython* - An enhanced interactive Python interpreter |
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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The power and the importance of the interactive interpreter was the highlight |
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of the previous section. This section provides insight into the enhanced |
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interpreter with more advanced set of features called **ipython**. Entering |
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*ipython* at the shell prompt fires up the interactive interpreter. |
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$ ipython |
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Python 2.5.2 (r252:60911, Oct 5 2008, 19:24:49) |
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Type "copyright", "credits" or "license" for more information. |
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IPython 0.8.4 -- An enhanced Interactive Python. |
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? -> Introduction and overview of IPython's features. |
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%quickref -> Quick reference. |
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help -> Python's own help system. |
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object? -> Details about 'object'. ?object also works, ?? prints more. |
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In [1]: |
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This is the output obtained upon firing ipython. The exact appearance may |
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change based on the Python version installed. The following are some of the |
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various features provided by **ipython**: |
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Suggestions - ipython provides suggestions of the possible methods and |
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operations available for the given python object. |
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Eg 5: |
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In [4]: a = 6 |
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In [5]: a. |
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a.__abs__ a.__divmod__ a.__index__ a.__neg__ a.__rand__ a.__rmod__ a.__rxor__ |
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a.__add__ a.__doc__ a.__init__ a.__new__ a.__rdiv__ a.__rmul__ a.__setattr__ |
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a.__and__ a.__float__ a.__int__ a.__nonzero__ a.__rdivmod__ a.__ror__ a.__str__ |
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a.__class__ a.__floordiv__ a.__invert__ a.__oct__ a.__reduce__ a.__rpow__ a.__sub__ |
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a.__cmp__ a.__getattribute__ a.__long__ a.__or__ a.__reduce_ex__ a.__rrshift__ a.__truediv__ |
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a.__coerce__ a.__getnewargs__ a.__lshift__ a.__pos__ a.__repr__ a.__rshift__ a.__xor__ |
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a.__delattr__ a.__hash__ a.__mod__ a.__pow__ a.__rfloordiv__ a.__rsub__ |
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a.__div__ a.__hex__ a.__mul__ a.__radd__ a.__rlshift__ a.__rtruediv__ |
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In this example, we initialized 'a' (a variable - a concept that will be |
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discussed in the subsequent sections.) to 6. In the next line when the *tab* key |
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is pressed after typing '*a.*' ipython displays the set of all possible methods |
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that are applicable on the object 'a' (an integer in this context). Ipython |
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provides many such datatype specific features which will be presented in the |
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further sections as and when the datatypes are introduced. |
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Editing and running a python file |
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================================= |
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The previous sections focused on the use of the interpreter to run python code. |
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While the interpeter is an excellent tool to test simple solutions and |
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experiment with small code snippets, its main disadvantage is that everything |
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written in the interpreter is lost once its quit. Most of the times a program is |
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used by people other than the author. So the programs have to be available in |
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some form suitable for distribution, and hence they are written in files. This |
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section will focus on editing and running python files. Start by opening a text |
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editor ( it is recommended you choose one from the list at the top of this page ). |
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In the editor type down python code and save the file with an extension **.py** |
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(python files have an extension of .py). Once done with the editing, save the |
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file and exit the editor. |
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Let us look at a simple example of calculating the gcd of 2 numbers using Python: |
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**Creating the first python script(file)** |
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:: |
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$ emacs gcd.py |
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def gcd(x,y): |
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if x % y == 0: |
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return y |
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return gcd(y, x%y) |
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print gcd(72, 92) |
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To run the script, open the shell prompt, navigate to the directory that |
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contains the python file and run `python <filename.py>` at the prompt ( in this |
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case filename is gcd.py ) |
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**Running the python script** |
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:: |
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$ python gcd.py |
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4 |
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$ |
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Another method to run a python script would be to include the line |
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`#! /usr/bin/python` |
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at the beginning of the python file and then make the file executable by |
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$ chmod a+x *filename.py* |
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Once this is done, the script can be run as a standalone program as follows: |
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$ ./*filename.py* |
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Basic Datatypes and operators in Python |
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======================================= |
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Python provides the following set of basic datatypes. |
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* Numbers: int, float, long, complex |
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* Strings |
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* Boolean |
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Numbers |
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~~~~~~~ |
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Numbers were introduced in the examples presented in the interactive interpreter |
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section. Numbers include types as mentioned earlier viz., int (integers), float |
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(floating point numbers), long (large integers), complex (complex numbers with |
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real and imaginary parts). Python is not a strongly typed language, which means |
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the type of a variable need not mentioned during its initialization. Let us look |
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at a few examples. |
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Eg 6: |
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:: |
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>>> a = 1 #here a is an integer variable |
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Eg 7: |
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:: |
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>>> lng = 122333444455555666666777777788888888999999999 #here lng is a variable of type long |
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>>> lng |
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122333444455555666666777777788888888999999999L #notice the trailing 'L' |
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>>> print lng |
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122333444455555666666777777788888888999999999 #notice the absence of the trailing 'L' |
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>>> lng+1 |
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122333444455555666666777777788888889000000000L |
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Long numbers are the same as integers in almost all aspects. They can be used in |
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operations just like integers and along with integers without any distinction. |
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The only distinction comes during type checking (which is not a healthy practice). |
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Long numbers are tucked with a trailing 'L' just to signify that they are long. |
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Notice that in the example just lng at the prompt displays the value of the variable |
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with the 'L' whereas `print lng` displays without the 'L'. This is because print |
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formats the output before printing. Also in the example, notice that adding an |
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integer to a long does not give any errors and the result is as expected. So for |
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all practical purposes longs can be treated as ints. |
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Eg 8: |
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>>> fl = 3.14159 #fl is a float variable |
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>>> e = 1.234e-4 #e is also a float variable, specified in the exponential form |
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>>> a = 1 |
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>>> b = 2 |
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>>> a/b #integer division |
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0 |
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>>> a/fl #floating point division |
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0.31831015504887655 |
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>>> e/fl |
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3.9279473133031364e-05 |
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Floating point numbers, simply called floats are real numbers with a decimal point. |
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The example above shows the initialization of a float variable. Shown also in this |
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example is the difference between integer division and floating point division. |
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'a' and 'b' here are integer variables and hence the division gives 0 as the quotient. |
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When either of the operands is a float, the operation is a floating point division, |
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and the result is also a float as illustrated. |
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Eg 9: |
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:: |
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>>> cplx = 3 + 4j #cplx is a complex variable |
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>>> cplx |
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(3+4j) |
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>>> print cplx.real #prints the real part of the complex number |
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3.0 |
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>>> print cplx.imag #prints the imaginary part of the complex number |
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4.0 |
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>>> print cplx*fl #multiplies the real and imag parts of the complex number with the multiplier |
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(9.42477+12.56636j) |
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>>> abs(cplx) #returns the absolute value of the complex number |
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5.0 |
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Python provides a datatype for complex numbers. Complex numbers are initialized |
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as shown in the example above. The *real* and *imag* operators return the real and |
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imaginary parts of the complex number as shown. The *abs()* returns the absolute |
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value of the complex number. |
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Variables |
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~~~~~~~~~ |
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Variables are just names that represent a value. Variables have already been |
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introduced in the various examples from the previous sections. Certain rules about |
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using variables: |
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|
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* Variables have to be initialized or assigned a value before being used. |
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* Variable names can consist of letters, digits and underscores(_). |
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* Variable names cannot begin with digits, but can contain digits in them. |
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In reference to the previous section examples, 'a', 'b', 'lng', 'fl', 'e' and 'cplx' |
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are all variables of various datatypes. |
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|
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:: |
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Note: Python is not a strongly typed language and hence an integer variable can at a |
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later stage be used as a float variable as well. |
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Strings |
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~~~~~~~ |
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