{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# ICS 104 - Introduction to Programming in Python and C\n",
"## Lists, Tuples and Dictionaries "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Lab Objectives\n",
"- To be familiar with common functions, operators and methods used with lists, tuples and dictionaries\n",
"- To implement algorithms using lists, tuples and dictionaries .\n",
"- To structure programs using functions."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Common Functions and Operators Used with Lists"
]
},
{
"attachments": {
"01Table1.PNG": {
"image/png": "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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Common List Methods"
]
},
{
"attachments": {
"02Table2.PNG": {
"image/png": "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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Worked Example"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"source": [
"- **Problem Statement:** A final quiz score is computed by adding all the scores, except\n",
"for the lowest two. \n",
" - For example, if the scores are 8 4 7 8.5 9.5 7 5 10, then the final score is 50. \n",
"- Write a program to compute a final score in this way."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- **Step 1:** Decompose your task into steps (What needs to be done)."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"source": [
" - \n",
" - Read the data into a list.\n",
" - Process the data in one or more steps.\n",
" - Remove the minimum.\n",
" - Remove the minimum again.\n",
" - Calculate the sum.\n",
" - Display the results."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 2:** Determine which algorithms you need. (How are you going to achieve these steps)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"source": [
"- For finding the minimum,\n",
" - You can either write code for that, or use the built-in functions and methods."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 3:** Use functions to structure the program \n",
"- Obviously, we need two functions:\n",
" - A function to read the input (`readFloats`)\n",
" - A function to find the minimum and remove it from the list (`removeMinimum`)\n",
" - A `main` function that will call the above ones and solve the problem.\n",
" - scores = readFloats()\n",
" - removeMinimum(scores)\n",
" - removeMinimum(scores)\n",
" - total = sum(scores)\n",
" - print(\"Final score:\", total)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 4:** Develop test cases for the program.\n",
" - Think of all different scenarios.\n",
" - This will help you during the implementation of the program."
]
},
{
"attachments": {
"04TestCases.PNG": {
"image/png": "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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"- **Step 5:** Implement the program. "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"##\n",
"# This program computes a final score for a series of quiz scores: the sum after \n",
"# dropping the two lowest scores. The program uses a list.\n",
"#\n",
"\n",
"def main() :\n",
" scores = readFloats()\n",
" if len(scores) > 1 :\n",
" removeMinimum(scores)\n",
" removeMinimum(scores)\n",
" total = sum(scores)\n",
" print(\"Final score:\", total) \n",
" else :\n",
" print(\"At least two scores are required.\")\n",
"\n",
"## Reads a sequence of floating-point numbers.\n",
"# @return a list containing the numbers\n",
"#\n",
"def readFloats() :\n",
" # Create an empty list.\n",
" values = []\n",
" \n",
" # Read the input values into a list.\n",
" print(\"Please enter values, Q to quit:\")\n",
" userInput = input(\"\")\n",
" while userInput.upper() != \"Q\" :\n",
" values.append(float(userInput))\n",
" userInput = input(\"\")\n",
" \n",
" return values\n",
"\n",
"## Removes the minimum value from a list.\n",
"# @param values a list of size >= 1\n",
"#\n",
"def removeMinimum(values) :\n",
" smallestPosition = 0\n",
" for i in range(1, len(values)) :\n",
" if values[i] < values[smallestPosition] :\n",
" smallestPosition = i\n",
" \n",
" values.pop(smallestPosition)\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 \n",
"Write a function that receives a sorted list of positive numbers and a positive integer n. Then, it will remove all multiples of present in the list. n is not removed. \n",
"Write a main function that generates a list of numbers from 2 to 100. Then, by calling the first function, it removes all multiples of 2,3,4, and 5 (using a loop). \n",
"After that, it prints the remaining list. The remaining list is shown below."
]
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"[2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 49, 53, 59, 61, 67, 71, 73, 77, 79, 83, 89, 91, 97]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# Exercise # 1 - Source Code\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Excercise # 2 \n",
"Write a function that receives 2 lists and returns True if both lists contain the same elements in any order. If not, it returns False.
\n",
"For example,\n",
"`1 4 9 16 9 7 4 9 11` and `11 1 4 9 16 9 7 4 9` would be considered to contain same elements.
\n",
"`1 4 9 16 9 7 4 9 11`and`11 11 7 9 16 4 1` would not.
\n",
"Note: you are not allowed to sort the lists.\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# Exercise # 2 - Source Code\n",
"def main():\n",
" list1= [1,2,3,4,0]\n",
" list2= [4,3,1,0,2]\n",
" list3= [1,2,3,4]\n",
"# by calling the function to be defined, you dispaly a mesage\n",
"# as shown below\n",
" "
]
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"list1 and list2 have the same elements\n",
"list1 and list3 do not have the same elements"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Excercise # 3\n",
"Write a function that receives a positive integer value n. Then it creates a list containing all factors of n excluding 1 and n and returns it.\n",
"In the main function, read an integer value. Then based on a call to the defined fined function, it is going to display the list of factors or display a message saying that n is a prime number i.e. it does not have any factor.\n"
]
},
{
"cell_type": "raw",
"metadata": {},
"source": [
"sample run 1\n",
"Enter a positive integer value: 40\n",
"The factors of 40 exculding 1 and 40 are: \n",
"[2, 4, 5, 8, 10, 20]\n",
"\n",
"samplele run 2\n",
"Enter a positive integer value: 29\n",
"29 is a prime number"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [],
"source": [
"# Exercise # 3 - Source Code"
]
}
],
"metadata": {
"celltoolbar": "Slideshow",
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
},
"rise": {
"theme": "yellow"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"varInspector": {
"cols": {
"lenName": 16,
"lenType": 16,
"lenVar": 40
},
"kernels_config": {
"python": {
"delete_cmd_postfix": "",
"delete_cmd_prefix": "del ",
"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"delete_cmd_postfix": ") ",
"delete_cmd_prefix": "rm(",
"library": "var_list.r",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
],
"window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 4
}