day1/Session-3.tex
author Santosh G. Vattam <vattam.santosh@gmail.com>
Tue, 06 Oct 2009 18:43:15 +0530
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% Tutorial slides on Python.
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%
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% Author: Prabhu Ramachandran <prabhu at aero.iitb.ac.in>
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% Copyright (c) 2005-2008, Prabhu Ramachandran
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\documentclass[14pt,compress]{beamer}
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%\documentclass[draft]{beamer}
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%\documentclass[compress,handout]{beamer}
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%\usepackage{pgfpages} 
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%\pgfpagesuselayout{2 on 1}[a4paper,border shrink=5mm]
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% Modified from: generic-ornate-15min-45min.de.tex
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\mode<presentation>
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{
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  \usetheme{Warsaw}
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  \useoutertheme{split}
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  \setbeamercovered{transparent}
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}
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\usepackage[english]{babel}
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\usepackage[latin1]{inputenc}
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%\usepackage{times}
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\usepackage[T1]{fontenc}
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% Taken from Fernando's slides.
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\usepackage{ae,aecompl}
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\usepackage{mathpazo,courier,euler}
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\usepackage[scaled=.95]{helvet}
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\definecolor{darkgreen}{rgb}{0,0.5,0}
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\usepackage{listings}
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\lstset{language=Python,
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    basicstyle=\ttfamily,
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    commentstyle=\color{red}\itshape,
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  stringstyle=\color{darkgreen},
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  showstringspaces=false,
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  keywordstyle=\color{blue}\bfseries}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Macros
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\setbeamercolor{emphbar}{bg=blue!20, fg=black}
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\newcommand{\emphbar}[1]
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{\begin{beamercolorbox}[rounded=true]{emphbar} 
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      {#1}
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 \end{beamercolorbox}
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}
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\newcounter{time}
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\setcounter{time}{0}
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\newcommand{\inctime}[1]{\addtocounter{time}{#1}{\tiny \thetime\ m}}
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\newcommand{\typ}[1]{\texttt{#1}}
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\newcommand{\kwrd}[1]{ \texttt{\textbf{\color{blue}{#1}}}  }
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%%% This is from Fernando's setup.
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% \usepackage{color}
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% \definecolor{orange}{cmyk}{0,0.4,0.8,0.2}
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% % Use and configure listings package for nicely formatted code
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% \usepackage{listings}
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% \lstset{
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%    language=Python,
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%    basicstyle=\small\ttfamily,
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%    commentstyle=\ttfamily\color{blue},
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%    stringstyle=\ttfamily\color{orange},
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%    showstringspaces=false,
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%    breaklines=true,
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%    postbreak = \space\dots
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% }
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Title page
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\title[Basic Python]{Python:\\A great programming toolkit}
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\author[Asokan \& Prabhu] {Asokan Pichai\\Prabhu Ramachandran}
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\institute[IIT Bombay] {Department of Aerospace Engineering\\IIT Bombay}
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\date[] {10, October 2009}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%\pgfdeclareimage[height=0.75cm]{iitmlogo}{iitmlogo}
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%\logo{\pgfuseimage{iitmlogo}}
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%% Delete this, if you do not want the table of contents to pop up at
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%% the beginning of each subsection:
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\AtBeginSubsection[]
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{
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  \begin{frame}<beamer>
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    \frametitle{Outline}
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    \tableofcontents[currentsection,currentsubsection]
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  \end{frame}
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}
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% If you wish to uncover everything in a step-wise fashion, uncomment
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% the following command: 
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%\beamerdefaultoverlayspecification{<+->}
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%\includeonlyframes{current,current1,current2,current3,current4,current5,current6}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% DOCUMENT STARTS
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\begin{document}
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\begin{frame}
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  \titlepage
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\end{frame}
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\section{Python}
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\begin{frame}
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  {Problem set 3}
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  As you can guess, idea is to use \kwrd{for}!
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\end{frame}
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\begin{frame}{Problem 3.1}
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  Which of the earlier problems is simpler when we use \kwrd{for} instead of \kwrd{while}? 
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\end{frame}
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\begin{frame}{Problem 3.2}
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  Given an empty chessboard and one Bishop placed in any square, say (r, c), generate the list of all squares the Bishop could move to.
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Problem 3.3}
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  Given two real numbers \typ{a, b}, and an integer \typ{N}, write a
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  function named \typ{linspace( a, b, N)} that returns an ordered list
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  of \typ{N} points starting with \typ{a} and ending in \typ{b} and
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  equally spaced.\\
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  For example, \typ{linspace(0, 5, 11)}, should return, \\
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\begin{lstlisting}
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[ 0.0 ,  0.5,  1.0 ,  1.5,  2.0 ,  2.5,  
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  3.0 ,  3.5,  4.0 ,  4.5,  5.0 ]
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Problem 3.4a (optional)}
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Use the \typ{linspace} function and generate a list of N tuples of the form\\
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\typ{[($x_1$,f($x_1$)),($x_2$,f($x_2$)),\ldots,($x_N$,f($x_N$))]}\\for the following functions,\begin{itemize}
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  \item \typ{f(x) = sin(x)}
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  \item \typ{f(x) = sin(x) + sin(10*x)}.
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\end{itemize}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Problem 3.4b (optional)}
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  Using the tuples generated earlier, determine the intervals where the roots of the functions lie.
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  \inctime{15}
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\end{frame}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% TIME: 15 m, running 185m 
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{IO}
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\begin{frame}[fragile]
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  \frametitle{Simple tokenizing and parsing}
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  \begin{lstlisting}
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s = """The quick brown fox jumped
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       over the lazy dog"""
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for word in s.split():
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    print word.capitalize()
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  \end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Problem 4.1}
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  Given a string like, ``1, 3-7, 12, 15, 18-21'', produce the list \\
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  \begin{lstlisting}
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    [1,3,4,5,6,7,12,15,18,19,20,21]
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  \end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{File handling}
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\begin{lstlisting}
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>>> f = open('/path/to/file_name')
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>>> data = f.read() # Read entire file.
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>>> line = f.readline() # Read one line.
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>>> f.close() # close the file.
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\end{lstlisting}
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Writing files
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\begin{lstlisting}
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>>> f = open('/path/to/file_name', 'w')
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>>> f.write('hello world\n')
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>>> f.close()
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\end{lstlisting}
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\begin{itemize}
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    \item Everything read or written is a string
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\end{itemize}
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\emphbar{Try \typ{file?} for more help}
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\end{frame}
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\begin{frame}[fragile]
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    \frametitle{File and \kwrd{for}}
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\begin{lstlisting}
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>>> f = open('/path/to/file_name')
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>>> for line in f:
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...     print line
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...
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\end{lstlisting}
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\end{frame}
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\begin{frame}{Problem 4.2}
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    The given file has lakhs of records in the form:\\
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    \typ{RGN;ID;NAME;MARK1;\ldots;MARK5;TOTAL;PFW}\\
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    Some entries may be empty.  Read the data from this file and print the
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    name of the student with the maximum total marks.
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\end{frame}
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\begin{frame}{Problem 4.3}
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    For the same data file compute the average marks in different
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    subjects, the student with the maximum mark in each subject and also
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    the standard deviation of the marks.  Do this efficiently.
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    \inctime{20}
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\end{frame}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% TIME: 20 m, running 205m 
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\subsection{Modules}
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\begin{frame}[fragile]
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    {Modules}
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\begin{lstlisting}
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>>> sqrt(2)
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Traceback (most recent call last):
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  File "<stdin>", line 1, in <module>
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NameError: name 'sqrt' is not defined
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>>> import math        
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>>> math.sqrt(2)
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1.4142135623730951
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\end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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    {Modules}
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  \begin{itemize}
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    \item The \kwrd{import} keyword ``loads'' a module
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    \item One can also use:
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      \begin{lstlisting}
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>>> from math import sqrt
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>>> from math import *
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      \end{lstlisting}    
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    \item What is the difference?
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    \item \alert{Use the later only in interactive mode}
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    \end{itemize}
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  \emphbar{Package hierarchies}
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      \begin{lstlisting}
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>>> from os.path import exists
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      \end{lstlisting}
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\end{frame}
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\begin{frame}
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  \frametitle{Modules: Standard library}
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  \begin{itemize}
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  \item Very powerful, ``Batteries included''
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  \item Some standard modules:
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    \begin{itemize}
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    \item Math: \typ{math}, \typ{random}
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    \item Internet access: \typ{urllib2}, \typ{smtplib}
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    \item System, Command line arguments: \typ{sys}
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    \item Operating system interface: \typ{os}
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    \item Regular expressions: \typ{re}
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    \item Compression: \typ{gzip}, \typ{zipfile}, and \typ{tarfile}
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    \item And a whole lot more!
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    \end{itemize}
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  \item Check out the Python Library reference:
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    \url{http://docs.python.org/library/}
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  \end{itemize}
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\end{frame}
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\begin{frame}[fragile]
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    {Modules of special interest}
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    \begin{description}[matplotlibfor2d]
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        \item[\typ{numpy}] Efficient, powerful numeric arrays
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        \item[\typ{matplotlib}] Easy, interactive, 2D plotting
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        \item[\typ{scipy}] statistics, optimization, integration, linear
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            algebra, Fourier transforms, signal and image processing,
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            genetic algorithms, ODE solvers, special functions, and more
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        \item[Mayavi] Easy, interactive, 3D plotting
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    \end{description}
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\end{frame}
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\begin{frame}[fragile]
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    {Creating your own modules}
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  \begin{itemize}
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  \item Define variables, functions and classes in a file with a
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    \typ{.py} extension
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  \item This file becomes a module!
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  \item Accessible when in the current directory
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  \item Use \typ{cd} in IPython to change directory
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  \item Naming your module
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      \end{itemize}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Modules: example}
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  \begin{lstlisting}
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# --- arith.py ---
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def gcd(a, b):
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    if a%b == 0: return b
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    return gcd(b, a%b)
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def lcm(a, b):
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    return a*b/gcd(a, b)
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# ------------------
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>>> import arith
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>>> arith.gcd(26, 65)
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13
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>>> arith.lcm(26, 65)
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130
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  \end{lstlisting}
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\end{frame}
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\begin{frame}[fragile]
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  \frametitle{Problem 5.1}
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  Put all the functions you have written so far as part of the problems
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  into one module called \typ{iitb.py} and use this module from IPython.
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\inctime{20}
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\end{frame}
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% TIME: 20 m, running 225m 
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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26
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\subsection{Objects}
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\begin{frame}{Objects in Python}
5
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    \begin{itemize}
26
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        \item What is an Object? (Types and classes)
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        \item identity
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        \item type
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        \item method
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      \end{itemize}
5
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\end{frame}
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\begin{frame}[fragile]
26
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  \frametitle{Why are they useful?}
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  \small
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  \begin{lstlisting}
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for element in (1, 2, 3):
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    print element
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for key in {'one':1, 'two':2}:
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    print key
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for char in "123":
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   365
    print char
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   366
for line in open("myfile.txt"):
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   367
    print line
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   368
for line in urllib2.urlopen('http://site.com'):
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   369
    print line
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   370
  \end{lstlisting}
5
838cedef5e9d Added 4 tex slides for 4 sessions of Day 1 of the workshop.
Madhusudan.C.S <madhusudancs@gmail.com>
parents:
diff changeset
   371
\end{frame}
42
3e554af428a4 Updated session 1 and session 3 slides with dates and removed other content.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 27
diff changeset
   372
26
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   373
\begin{frame}{And the winner is \ldots OBJECTS!}
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   374
  All objects providing a similar inteface can be used the same way.\\
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   375
  Functions (and others) are first-class objects. Can be passed to and returned from functions.
c72eae1c5c9d Updated Session 3 slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 5
diff changeset
   376
  \inctime{10}
5
838cedef5e9d Added 4 tex slides for 4 sessions of Day 1 of the workshop.
Madhusudan.C.S <madhusudancs@gmail.com>
parents:
diff changeset
   377
\end{frame}
27
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   378
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   379
\subsection{Coding Style in Python}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   380
\begin{frame}{Readability and Consistency}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   381
    \begin{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   382
        \item Readability Counts!-Code is read more often than its written.
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   383
        \item Consistency!
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   384
        \item Know when to be inconsistent.
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   385
      \end{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   386
\end{frame}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   387
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   388
\begin{frame}[fragile]
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   389
  \frametitle{Code Layout}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   390
  \begin{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   391
        \item Indentation
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   392
        \item Tabs or Spaces??
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   393
        \item Maximum Line Length
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   394
        \item Blank Lines
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   395
        \item Encodings
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   396
   \end{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   397
\end{frame}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   398
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   399
\begin{frame}{Whitespaces in Expressions}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   400
  \begin{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   401
        \item When to use extraneous whitespaces??
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   402
        \item When to avoid extra whitespaces??
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   403
        \item Use one statement per line
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   404
   \end{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   405
\end{frame}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   406
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   407
\begin{frame}{Comments}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   408
  \begin{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   409
        \item No comments better than contradicting comments
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   410
        \item Block comments
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   411
        \item Inline comments
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   412
   \end{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   413
\end{frame}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   414
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   415
\begin{frame}{Docstrings}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   416
  \begin{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   417
        \item When to write docstrings?
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   418
        \item Ending the docstrings
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   419
        \item One liner docstrings
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   420
   \end{itemize}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   421
\end{frame}
ecf0f0e885f4 Updated Coding Style slides.
Santosh G. Vattam <vattam.santosh@gmail.com>
parents: 26
diff changeset
   422
\inctime{10}
5
838cedef5e9d Added 4 tex slides for 4 sessions of Day 1 of the workshop.
Madhusudan.C.S <madhusudancs@gmail.com>
parents:
diff changeset
   423
\end{document}