path: root/day1/Session-2.tex

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% Tutorial slides on Python.
%
% Author: Prabhu Ramachandran <prabhu at aero.iitb.ac.in>
% Copyright (c) 2005-2009, Prabhu Ramachandran
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% Title page
\title[Basic Python]{Python:\\A great programming toolkit}

\author[Asokan \& Prabhu] {Asokan Pichai\\Prabhu Ramachandran}

\institute[IIT Bombay] {Department of Aerospace Engineering\\IIT Bombay}
\date[] {10, October 2009}
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  \begin{frame}<beamer>
    \frametitle{Outline}
    \tableofcontents[currentsection,currentsubsection]
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% DOCUMENT STARTS
\begin{document}

\begin{frame}
  \titlepage
\end{frame}

\section{Python}
\subsection{Exercises on Control flow}
\begin{frame}
  \frametitle{Problem set 1}
  \begin{itemize}
    \item All the problems can be\\
      solved using \kwrd{if} and \kwrd{while} 
  \end{itemize}
\end{frame}

\begin{frame}{Problem 1.1}
  Write a program that displays all three digit numbers that are equal to the sum of the cubes of their digits. That is, print numbers $abc$ that have the property $abc = a^3 + b^3 + c^3$\\
These are called $Armstrong$ numbers.
\end{frame}
  
\begin{frame}{Problem 1.2 - Collatz sequence}
\begin{enumerate}
  \item Start with an arbitrary (positive) integer. 
  \item If the number is even, divide by 2; if the number is odd multiply by 3 and add 1.
  \item Repeat the procedure with the new number.
  \item It appears that for all starting values there is a cycle of 4, 2, 1 at which the procedure loops.
\end{enumerate}
    Write a program that accepts the starting value and prints out the Collatz sequence.

\end{frame}

\begin{frame}{Problem 1.3 - Kaprekar's constant}
  \begin{enumerate}
    \item Take a four digit number--with at least two digits different.
    \item Arrange the digits in ascending and descending order, giving A and D respectively.
    \item Leave leading zeros in A!
    \item Subtract A from D.
    \item With the result, repeat from step 2.
  \end{enumerate}
  Write a program to accept a 4-digit number and display the progression to Kaprekar's constant.
\end{frame}

\begin{frame}[fragile]{Problem 1.4}
  Write a program that prints the following pyramid on the screen. 
  \begin{lstlisting}
1
2  2
3  3  3
4  4  4  4
  \end{lstlisting}
The number of lines must be obtained from the user as input.\\
\pause
When can your code fail?
\only<2->{\inctime{25}}
\end{frame}

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% TIME: 25 m, running 105m 
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\subsection{Functions}
\begin{frame}[fragile]
\frametitle{Functions: examples}
  \begin{lstlisting}
def signum( r ):
    """returns 0 if r is zero
    -1 if r is negative
    +1 if r is positive"""
    if r < 0:
        return -1
    elif r > 0:
        return 1
    else:
        return 0
  \end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{Functions: examples}
  \begin{lstlisting}
def pad( n, size ): 
    """pads integer n with spaces
    into a string of length size
    """
    SPACE = ' '
    s = str( n )
    padSize = size - len( s )
    return padSize * SPACE + s
  \end{lstlisting}
\pause
What about \%3d?
\end{frame}

\begin{frame}[fragile]
  {What does this function do?}
  \begin{lstlisting}
def what( n ):
    if n < 0: n = -n
    while n > 0:
        if n % 2 == 1:
            return False
        n /= 10
    return True
  \end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  {What does this function do?}
\begin{lstlisting}
def what( n ):
    i = 1    
    while i * i < n:
        i += 1
    return i * i == n, i
  \end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  {What does this function do?}
  \begin{lstlisting}
def what( n, x ):
    z = 1.0
    if n < 0:
        x = 1.0 / x
        n = -n
    while n > 0:
        if n % 2 == 1:
            z *= x
        n /= 2
        x *= x
    return z
  \end{lstlisting}
\end{frame}

\begin{frame}
  {Before writing a function}
  \begin{itemize}
      \item Builtin functions for various and sundry
      \item \typ{abs, any, all, len, max, min}
      \item \typ{pow, range, sum, type}
      \item Refer here:
          \url{http://docs.python.org/library/functions.html}
  \end{itemize}
  \inctime{15} 
\end{frame}
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% TIME: 15 m, running 120m 
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\begin{frame}{Problem set 2}
  The focus is on writing functions and calling them.
\end{frame}

\begin{frame}{Problem 2.1}
  Write a function to return the gcd of two numbers.
\end{frame}

\begin{frame}{Problem 2.2}
A pythagorean triad $(a,b,c)$ has the property $a^2 + b^2 = c^2$.\\By primitive we mean triads that do not `depend' on others. For example, (4,3,5) is a variant of (3,4,5) and hence is not primitive. And (10,24,26) is easily derived from (5,12,13) and should not be displayed by our program. \\
Write a program to print primitive pythagorean triads. The program should generate all triads with a, b values in the range 0---100
\end{frame}

\begin{frame}{Problem 2.3}
  Write a program that generates a list of all four digit numbers that have all their digits even and are perfect squares.\\For example, the output should include 6400 but not 8100 (one digit is odd) or 4248 (not a perfect square).
\end{frame}

\begin{frame}{Problem 2.4}
  The aliquot of a number is defined as: the sum of the \emph{proper} divisors of the number. For example, the aliquot(12) = 1 + 2 + 3 + 4 + 6 = 16.\\
  Write a function that returns the aliquot number of a given number. 
\end{frame}

\begin{frame}{Problem 2.5}
  A pair of numbers (a, b) is said to be \alert{amicable} if the aliquot number of a is b and the aliquot number of b is a.\\
  Example: \texttt{220, 284}\\
  Write a program that prints all five digit amicable pairs.
  \inctime{30}
\end{frame}

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% TIME: 30 m, running 150m 
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\subsection{Lists}

\begin{frame}[fragile]
  \frametitle{List creation and indexing}
\begin{lstlisting}
>>> a = [] # An empty list.
>>> a = [1, 2, 3, 4] # More useful.
>>> len(a) 
4
>>> a[0] + a[1] + a[2] + a[-1]
10
\end{lstlisting}
  \begin{itemize}
  \item Indices start with ?
  \item Negative indices indicate ?
  \end{itemize}
\end{frame}

\begin{frame}[fragile]
  \frametitle{List: slices}
  \begin{itemize}
  \item Slicing is a basic operation
  \item \typ{list[initial:final:step]}
  \item  The step is optional
  \end{itemize}
\begin{lstlisting}
>>> a[1:3] # A slice.
[2, 3]
>>> a[1:-1]
[2, 3, 4]
>>> a[1:] == a[1:-1]
False  
\end{lstlisting}
Explain last result
\end{frame}

\begin{frame}[fragile]
  \frametitle{List: more slices}
\begin{lstlisting}
>>> a[0:-1:2] # Notice the step!
[1, 3]
>>> a[::2]
[1, 3]
>>> a[-1::-1]
\end{lstlisting}
What do you think the last one will do?
  \emphbar{Note: Strings also use same indexing and slicing.}
\end{frame}

\begin{frame}[fragile]
  \frametitle{List: examples}
\begin{lstlisting}
>>> a = [1, 2, 3, 4]
>>> a[:2]
[1, 3]
>>> a[0:-1:2]
[1, 3]
\end{lstlisting}
\pause
\alert{Lists are mutable (unlike strings)}
\begin{lstlisting}
>>> a[1] = 20
>>> a
[1, 20, 3, 4]
\end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{Lists are mutable and heterogenous}
\begin{lstlisting}
>>> a = ['spam', 'eggs', 100, 1234]
>>> a[2] = a[2] + 23
>>> a
['spam', 'eggs', 123, 1234]
>>> a[0:2] = [1, 12] # Replace items
>>> a
[1, 12, 123, 1234]
>>> a[0:2] = [] # Remove items
>>> a.append( 12345 )
>>> a
[123, 1234, 12345]
\end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{List methods}
\begin{lstlisting}
>>> a = ['spam', 'eggs', 1, 12]
>>> a.reverse() # in situ
>>> a
[12, 1, 'eggs', 'spam']
>>> a.append(['x', 1]) 
>>> a
[12, 1, 'eggs', 'spam', ['x', 1]]
>>> a.extend([1,2]) # Extend the list.
>>> a.remove( 'spam' )
>>> a
[12, 1, 'eggs', ['x', 1], 1, 2]
\end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{List containership}
  \begin{lstlisting}
>>> a = ['cat', 'dog', 'rat', 'croc']
>>> 'dog' in a
True
>>> 'snake' in a
False
>>> 'snake' not in a
True
>>> 'ell' in 'hello world'
True
  \end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{Tuples: immutable}
\begin{lstlisting}
>>> t = (0, 1, 2)
>>> print t[0], t[1], t[2], t[-1] 
0 1 2 2
>>> t[0] = 1
Traceback (most recent call last):
  File "<stdin>", line 1, in ?
TypeError: object does not support item
           assignment
\end{lstlisting}  
\begin{itemize}
    \item Multiple return values are actually a tuple.
    \item Exchange is tuple (un)packing
\end{itemize}

\end{frame}

\begin{frame}[fragile]
  \frametitle{\typ{range()} function}
  \begin{lstlisting}
>>> range(7)
[0, 1, 2, 3, 4, 5, 6]
>>> range( 3, 9)
[3, 4, 5, 6, 7, 8]
>>> range( 4, 17, 3)
[4, 7, 10, 13, 16]
>>> range( 5, 1, -1)
[5, 4, 3, 2]
>>> range( 8, 12, -1)
[]
  \end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{\typ{for\ldots range(\ldots)} idiom}
  \begin{lstlisting}
In [83]: for i in range(5):
   ....:     print i, i * i
   ....:     
   ....:     
0 0
1 1
2 4
3 9
4 16
\end{lstlisting}
\end{frame}

\begin{frame}[fragile]
  \frametitle{\typ{for}: the list companion}
  
  \begin{lstlisting}
In [84]: a = ['a', 'b', 'c']
In [85]: for x in a:
   ....:    print x, chr( ord(x) + 10 )
   ....:
a  k
b  l
c  m
  \end{lstlisting}
  Iterating over the list and not the index + reference\\
  what if you want the index?
\end{frame}

\begin{frame}[fragile]
  \frametitle{\typ{for}: the list companion}
  \begin{lstlisting}
In [89]: for p, ch in enumerate( a ):
   ....:     print p, ch
   ....:     
   ....:     
0 a
1 b
2 c
  \end{lstlisting}
Try: \typ{print enumerate(a)}
\inctime{20}
\end{frame}

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% TIME: 20 m, running 170m 
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\begin{frame}
  \frametitle{Did we meet the goal?}
  \tableofcontents
  % You might wish to add the option [pausesections]
  \end{frame}

  \begin{frame}
    {Tomorrow}
    \begin{itemize}
      \item Plotting: 2D, 3D
      \item NumPy, SciPy
      \item Dictionary, Set
      \item Debugging
      \item Testing
      \item \ldots
    \end{itemize}
    11:30--13:00 Discussion of answers to problems OPTIONAL
  \end{frame}
\end{document}