{
"cells": [
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"metadata": {
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"slide_type": "slide"
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},
"source": [
"# ICS 104 - Introduction to Programming in Python and C\n",
"## Functions "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Lab Objectives\n",
"- To be able to implement functions\n",
"- To become familiar with the concept of parameter passing\n",
"- To develop strategies for decomposing complex tasks into simpler ones\n",
"- To be able to determine the scope of a variable"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Worked Example"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- **Problem Statement:** Many web sites and software packages require you to create passwords that contain at least one digit and one special character. Your task is to write a program that generates such a password of a given length. The characters should be chosen randomly."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 1:** Describe what the function should do.\n",
" - The problem description asks you to write a program, not a function. We will write a password- generating function and call it from the program’s main function.\n",
" - Let us be more precise about the function. It will generate a password with a given number of characters. \n",
" - We could include multiple digits and special characters, but for simplicity, we decide to include just one of each. We need to decide which special characters are valid. \n",
" - For our solution, we will use the following set:"
]
},
{
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"source": [
"\n",
"- The remaining characters of the password are letters. For simplicity, we will use only lowercase letters in the English alphabet."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 2:** Determine the function's \"inputs\".\n",
"- There is just one parameter: the length of the password. "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- **Step 3:** Determine the types of the parameter variables and the return value. \n",
"- At this point, we have enough information to document and specify the function header:"
]
},
{
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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 4:** Write pseudocode for obtaining the desired result."
]
},
{
"attachments": {
"ch05-lab-fig4.PNG": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- One possible approach for making a password is as follow:\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- How do we generate a random letter, digit, or symbol? How do we insert a digit or symbol in a random location? \n",
"- We will delegate those tasks to helper functions. \n",
"- Each of those functions starts a new sequence of steps, which, for greater clarity, we will place after the steps for this function."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 5:** Implement the function body. "
]
},
{
"attachments": {
"ch05-lab-fig5.PNG": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {
"cell_style": "split",
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- We need to know the “black box” descriptions of the two helper functions described in Step 4 (which we will complete after this function). Here they are:\n",
"\n",
"- Now we can translate the pseudocode in Step 4 into Python:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def makePassword(length) :\n",
" password = \"\"\n",
" \n",
" # Pick random letters.\n",
" for i in range(length - 2) :\n",
" password = password + randomCharacter (\"abcdefghijklmnopqrstuvwxyz\")\n",
" \n",
" # Insert a random digit and a random special character.\n",
" randomDigit = randomCharacter(\"0123456789\")\n",
" password = insertAtRandom(password, randomDigit)\n",
" \n",
" randomSymbol = randomCharacter(\"+-*/?!@#$%&\")\n",
" password = insertAtRandom(password, randomSymbol)\n",
" \n",
" return password\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 6:** Test your function. \n",
"- Here is a simple main function that calls the makePassword function:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"def main() :\n",
" result = makePassword(8)\n",
" print(result)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [],
"source": [
"##\n",
"# This program generates a random password.\n",
"#\n",
"\n",
"from random import randint\n",
"\n",
"def main() :\n",
" result = makePassword(8)\n",
" print(result)\n",
"\n",
"## Generates a random password.\n",
"# @param length an integer that specifies the length of the password\n",
"# @return a string containing the password of the given length with one digit \n",
"# and one special character\n",
"def makePassword(length) :\n",
" password = \"\"\n",
" \n",
" # Pick random letters.\n",
" for i in range(length - 2) :\n",
" password = password + randomCharacter(\"abcdefghijklmnopqrstuvwxyz\")\n",
"\n",
" # Insert a random digit and a random special character.\n",
" randomDigit = randomCharacter(\"0123456789\")\n",
" password = insertAtRandom(password, randomDigit)\n",
"\n",
" randomSymbol = randomCharacter(\"+-*/?!@#$%&\")\n",
" password = insertAtRandom(password, randomSymbol)\n",
" \n",
" return password\n",
"\n",
"## Returns a string containing one character randomly chosen from a given string.\n",
"# @param characters the string from which to randomly choose a character\n",
"# @return a substring of length 1, taken at a random index\n",
"#\n",
"def randomCharacter(characters) :\n",
" n = len(characters)\n",
" r = randint(0, n - 1)\n",
" return characters[r] \n",
"\n",
"## Inserts one string into another at a random position.\n",
"# @param string the string into which another string is inserted\n",
"# @param toInsert the string to be inserted\n",
"# @return the string that results from inserting toInsert into string\n",
"#\n",
"def insertAtRandom(string, toInsert) : \n",
" n = len(string)\n",
" r = randint(0, n)\n",
" result = \"\"\n",
"\n",
" for i in range(r) :\n",
" result = result + string[i]\n",
" result = result + toInsert\n",
" for i in range(r, n) :\n",
" result = result + string[i]\n",
"# we can replace the aboce 2 loops by the sttement below using slicing\n",
"# result=string[0:r]+toInsert+string[r:n]\n",
" return result\n",
" \n",
"# Start the program. \n",
"main() "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Excercises "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- **Excercise # 1** Write a function ``` getLetters(string)``` that receives a string and returns a new string containing the letters present in the received string. If the received string does not contain letters, it returns empty string.\n",
"- No print statement inside getLetters function\n",
"- printing must be in the main function\n",
"- Your code must contain the main and getLetters function\n",
"- The following is a sample run\n"
]
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"sample run 1\n",
"Enter a string: ics 104 sem 221\n",
"The letters present in input are: icssem\n",
"sample run 2\n",
"Enter a string: 1235&&^%@\n",
"The entered string does not contain any letter\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# YOUR CODE HERE"
]
},
{
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}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Excercise # 2** Write a function ```def isLeapYear(year)``` that tests whether a year is a leap year, that is, a year with 366 days. Note that a year is a leap year if it is divisible by 4 but not by 100, or if it is divisible by 400.\n",
"- No print statement in isLeapYear function. It returns True or False\n",
"- printing must be in the main function\n",
"- Following are sample runs:\n",
" - \n",
" - \n",
" - "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# YOUR CODE HERE"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Excercise # 3** Write a function indexOfCapitalLetters that receives a string and returns a string containing the indices of upper case letters in the string as shown in the sample run below. If the received string does not contain any capital letter, your function return an empty string.
\n",
"Note:
\n",
"- You are not allowed to use lists\n",
"\n",
"- printing must be done in the main function\n"
]
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"Sample run 1\n",
"Enter string with some capital letters: 123ndgt#$\n",
"Your input does not contain any capital letter\n",
"Sample run 2\n",
"Enter string with some capital letters: ngT23W&^T\n",
"indices of upper case letters are: [2,5,8]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# YOUR CODE HERE"
]
}
],
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"display_name": "Python 3",
"language": "python",
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"name": "ipython",
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"file_extension": ".py",
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"toc": {
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"title_cell": "Table of Contents",
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