{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "*This notebook contains material for CBE 20258 Numerical and Statistical Analysis taught at the University of Notre Dame. (c) Professors Alexander Dowling, Ryan McClarren, and Yamil Colón. This collection of notebooks [cbe-xx258](https://ndcbe.github.io/cbe-xx258) is available [on Github](https://github.com/ndcbe/cbe-xx258).*\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "< [1.2 Learning Python Basics](https://ndcbe.github.io/cbe-xx258/01.02-Variables.html) | [Contents](toc.html) | [1.4 Functions, Scoping, and Other Fun Stuff](https://ndcbe.github.io/cbe-xx258/01.04-Functions-scoping.html) >

\"Open

\"Download\"" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "lcbP21Z7zep4", "nbpages": { "level": 1, "link": "[1.3 Flow Control and Pseudocode](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3-Flow-Control-and-Pseudocode)", "section": "1.3 Flow Control and Pseudocode" } }, "source": [ "# 1.3 Flow Control and Pseudocode\n", "\n", "**Reference**: Chapter 2 of *Computational Nuclear Engineering and Radiological Science Using Python*, R. McClarren (2018)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.1 Learning Objectives](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.1-Learning-Objectives)", "section": "1.3.1 Learning Objectives" } }, "source": [ "## 1.3.1 Learning Objectives\n", "\n", "After studying this notebook, completing the activities, and asking questions in class, you should be able to:" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "LCciHuDFzerw", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "## 1.3.2 If Statements" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "4uw2c8PDzerw", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "Sometimes you want to execute code differently based on the value of a certain variable. This is most commonly done in if - else constructs. Here's an example" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 52 }, "colab_type": "code", "executionInfo": { "elapsed": 3241, "status": "ok", "timestamp": 1547736251653, "user": { "displayName": "Alexander Dowling", "photoUrl": "https://lh3.googleusercontent.com/-LChdQ2m5OQE/AAAAAAAAAAI/AAAAAAAAAA0/JeXJe4vQJ7M/s64/photo.jpg", "userId": "00988067626794866502" }, "user_tz": 300 }, "id": "WFF0VKz5zerx", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" }, "outputId": "fc849cc8-bad5-4cdd-cbe0-f7c38b965d62" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "What is your opinion of student? \n", "A\n" ] } ], "source": [ "instructors_opinion = input(\"What is your opinion of student? \") #'Not annoying'\n", "grade = ''\n", "if (instructors_opinion == 'annoying'):\n", " grade = 'F+'\n", "elif (instructors_opinion == 'Not annoying'):\n", " grade = 'B+'\n", "else:\n", " grade = 'A'\n", "print(grade)" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "oL2sMGZpzery", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "What this codes says is that if the value of instructors_opinion is \"annoying\", the grade will be \"F+\", else if (elif in python-speak) instructors_opinion is \"Not annoying\" the grade will be \"B+\", and anything else will be a grade of \"A\". In the example I typed in \"Not Annoying\" and the if statement and the elif statement require that the string exactly match, so it executed the else part of the code. (Note: This example came from the textbook. Prof. Dowling uses an objective grading scale in this class!)\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "Gxtc4qFHzery", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "It is important to remember that when you want to check equality between two things you need to use == and **not a single equals sign**. A single equals sign is what you use when you want to assign something to a variable.\n", "\n", "

\n", "Home Activity: Rerun the code above. Find input values that cause the program to output \"F+\", \"B+\", and \"A\".\n", "
" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "**Answer to home activity**. Give the input that results in the following output:\n", "\n", "Output: F+. Input: annoying\n", "\n", "Output B+. Input: Not annoying\n", "\n", "Output A. Input: \n" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 35 }, "colab_type": "code", "executionInfo": { "elapsed": 226, "status": "ok", "timestamp": 1547736266356, "user": { "displayName": "Alexander Dowling", "photoUrl": "https://lh3.googleusercontent.com/-LChdQ2m5OQE/AAAAAAAAAAI/AAAAAAAAAA0/JeXJe4vQJ7M/s64/photo.jpg", "userId": "00988067626794866502" }, "user_tz": 300 }, "id": "k55fJzx5zerz", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" }, "outputId": "e49d5145-2b48-46e7-9349-569d6cf5c2a8" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No, 3.142857142857143 is not a good approximation of 3.141592653589793 .\n" ] } ], "source": [ "import math\n", "pi_approx = 22/7\n", "if math.fabs(pi_approx - math.pi) < 1.0e-6:\n", " print(\"Yes, that is a good approximation\")\n", "else:\n", " print(\"No,\",pi_approx, \"is not a good approximation of\", math.pi,\".\")" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "
\n", "Class Activity: Create a small Python program that asks for the student's weighted final grade (input) and them prints the letter grade per the scale in the class syllabus (output).\n", "
" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Score\n", "Your final grade is F\n" ] } ], "source": [ "score = input(\"Score\") #Final grade\n", "grade = ''\n", "if (score >='90'):\n", " grade = 'A'\n", "elif ('90'>score>='80'):\n", " grade = 'B'\n", "elif ('80'>score>='70'):\n", " grade = 'C'\n", "elif ('70'>score>='600'):\n", " grade = 'D'\n", "else:\n", " grade = 'F'\n", "print('Your final grade is',grade)" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "vb1JfPK2zer0", "nbpages": { "level": 2, "link": "[1.3.2 If Statements](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.2-If-Statements)", "section": "1.3.2 If Statements" } }, "source": [ "Branching statements are most powerful when combined with iteration, as we will now explore." ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "dJMOlLGuzer0", "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" } }, "source": [ "## 1.3.3 Iteration with While Loops" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "CJAYbp3hzer1", "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" } }, "source": [ "Iteration executes a piece of code repeatedly, based on some criteria. In this example we will try to find a good approximation to pi." ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 52 }, "colab_type": "code", "executionInfo": { "elapsed": 318, "status": "ok", "timestamp": 1547736346852, "user": { "displayName": "Alexander Dowling", "photoUrl": "https://lh3.googleusercontent.com/-LChdQ2m5OQE/AAAAAAAAAAI/AAAAAAAAAA0/JeXJe4vQJ7M/s64/photo.jpg", "userId": "00988067626794866502" }, "user_tz": 300 }, "id": "4kLz7P_pzer1", "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" }, "outputId": "b905bc88-a7d0-45ce-a55f-6ff4c523435f" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Our approximation of pi is 3.1415920000000828\n", "It took us 1184 guesses to approximate pi\n" ] } ], "source": [ "#this code finds a decent approximation to pi\n", "import math \n", "converged = 0\n", "guess = 3.141\n", "iteration = 0\n", "eps = 1.0e-6 #this is my tolerance for approximating pi\n", "converged = math.fabs(guess - math.pi) < eps #0 if false, 1 if true\n", "while (converged == 0):\n", " guess = guess + eps/2\n", " converged = math.fabs(guess - math.pi) < eps\n", " iteration += 1 #same as iteration = iteration + 1\n", "print(\"Our approximation of pi is\", guess)\n", "print(\"It took us\", iteration,\"guesses to approximate pi\")" ] }, { "cell_type": "markdown", "metadata": { "colab_type": "text", "id": "afmEiw8dzer3", "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" } }, "source": [ "In this code, as long as converged == 0 the code in the while block (the indented code below while (converged == 0):) will execute over and over. When the value of our guess is within $10^{-6}$ to $\\pi$ in absolute value, converged will become 1 and the while loop will stop at the bottom of the code block.\n", "\n", "I did something tricky, but useful in this example. In python when a conditional expression like a > b is true it evaulates to an integer of 1, and evaluates to an integer of 0 when false. We will make use of this trick later on and it is good to see it now to help you get accustomed to it." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" } }, "source": [ "
\n", "Home Activity: Copy the pi estimation code to below. Then set the convergence tolerance to 1E-8. How many times more iterations does to take to acheive two addition digits of precision?\n", "
" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "nbpages": { "level": 2, "link": "[1.3.3 Iteration with While Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.3-Iteration-with-While-Loops)", "section": "1.3.3 Iteration with While Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Our approximation of pi is 3.1415926449963982\n", "It took us 118529 guesses to approximate pi\n" ] } ], "source": [ "# Copy code to here#this code finds a decent approximation to pi\n", "import math\n", "converged = 0\n", "guess = 3.141\n", "iteration = 0\n", "eps = 1.0e-8 #this is my tolerance for approximating pi\n", "converged = math.fabs(guess - math.pi) < eps #0 if false, 1 if true\n", "while (converged == 0):\n", " guess = guess + eps/2\n", " converged = math.fabs(guess - math.pi) < eps\n", " iteration += 1 #same as iteration = iteration + 1\n", "print(\"Our approximation of pi is\", guess)\n", "print(\"It took us\", iteration,\"guesses to approximate pi\")" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "## 1.3.4 For Loops" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "**While loops** are great and all we really need for iteration. But they are cumbersome if we want to execute a block of code a set number of times. We have to define a counting variable and increment it by hand:" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1\n", "2\n", "3\n", "4\n", "5\n", "6\n", "7\n", "8\n", "9\n", "10\n" ] } ], "source": [ "#Some code that counts to ten\n", "count = 1\n", "while (count <= 10):\n", " print(count)\n", " count=count+1 #we can also write count += 1" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "The **for loop** is built for such a situation.\n", "\n", "We will typically specify `for` loops with the `range` function. Range takes 3 input parameters: `range(start, stop[, step])`.\n", "* start parameter: number, self explanatory.\n", "* stop parameter: the range function goes to this number before stopping.\n", "* step parameter: in brackets because it is optional. If you don't define it assumes you want to count by 1 (i.e., step by 1). m" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1, 2, 3, 4, 5, 6, 7, 8, 9]\n" ] } ], "source": [ "#the list command tells python to explicitly write out the range\n", "print(list(range(1,10))) " ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "Also, if you just give range one parameter, it treats that as stop and assumes you want to start at 0:" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n", "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n" ] } ], "source": [ "#These should be the same\n", "print(list(range(0,10)))\n", "print(list(range(10)))" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0, 2, 4, 6, 8]\n" ] } ], "source": [ "#Here's something using the step\n", "print(list(range(0,10,2)))" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "
\n", "Home Activity: Print a list of odd numbers that starts at 1 and stops before reaching 9.\n", "
" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1, 3, 5, 7]\n" ] } ], "source": [ "print(list(range(1,9,2)))" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "With the range command we can have a for loop assign a variable a value in the range, in order, each time the code block of the for loop executes:" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1\n", "2\n", "3\n", "4\n", "5\n", "6\n", "7\n", "8\n", "9\n", "10\n" ] } ], "source": [ "for i in range(10):\n", " print(i+1)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10\n", "9\n", "8\n", "7\n", "6\n", "5\n", "4\n", "3\n", "2\n", "1\n", "0\n" ] } ], "source": [ "#for loop count from 10 to 0\n", "for i in range(10,-1,-1):\n", " print(i)" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10\n", "9\n", "8\n", "7\n", "6\n", "5\n", "4\n", "3\n", "2\n", "1\n", "0\n" ] } ], "source": [ "#for loop count from 0 to 10\n", "for i in range(11):\n", " # but prints numbers from 10 to 0\n", " print(10-i)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "Let's say we want to add a number to itself 7 times. We could use a for loop:" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "70\n" ] } ], "source": [ "# for loop version\n", "number = 10\n", "sum = 0\n", "for i in range(7):\n", " sum += number\n", "print(sum)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "
\n", "Home Activity: Write a while loop that does the same thing: add a number (10) to itself 7 times.\n", "
" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true, "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.4 For Loops](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.4-For-Loops)", "section": "1.3.4 For Loops" } }, "source": [ "You can always write a while loop that does the same thing as a for loop. But often we prefer a for loop because the syntax is easier to write, understand, and debug." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.5 Pseudocode](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.5-Pseudocode)", "section": "1.3.5 Pseudocode" } }, "source": [ "## 1.3.5 Pseudocode" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.5 Pseudocode](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.5-Pseudocode)", "section": "1.3.5 Pseudocode" } }, "source": [ "Pseudocode is a high-level planning tool for writing a computer program. The main idea is to capture the essential steps, i.e., all of the logic, without worrying about syntax. In this class, complete pseudocode must:\n", "* Show all of the logical steps\n", "* Include enough comments so anyone can read and follow the steps\n", "* Indentend to show blocks (e.g., what is inside a for loop)\n", "\n", "We will practice writing pseudocode starting in Lecture 1. It is easy to pick-up after a few examples.\n", "\n", "**Why is it important to write pseudocode?** Experienced programmers use pseudocode to divide creating a computer program into two main steps:\n", "1. Determining the correct logic\n", "2. Determining the correct syntax\n", "\n", "Many experienced programmers will tell you that step 1 -- determining the correct logic -- is by far the most important and difficult step. A common mistake of novice programmers is to rush through step 1. In previous semesters, almost all students that self-reported spending **more than 10 hours on assignments** skipped writing pseudocode. They instead focused on finding the current Python syntax, which was often a wasted effort because their logic was wrong! You will write a lot of pseudocode in this class: during class, in tutorial, for every assignment, and on exams. By requiring pseudocode, we seek to reenforce good programming habits, help you more systematically approach computer programming, and ultimately spend less on class assignments.\n", "\n", "\n", "**But I am a good computer programmer... Why cannot pseudocode be optional?** We, Prof. Dowling and Prof. Colón, have been writing Python programs for almost 20 years. We still write pseudocode, because it is such an important programming skill. You'll see pseudocode on our office whiteboards. If you are a novice programmer, writing pseudocode will help you tramendously in this class. Moreover, interviews for progamming-intensive jobs often involve writing pseudocode. The interviewer will hand you a whiteboard marker and ask you to work out the logic for an algorithm in real-time while asking you questions. Writing pseudocode in this class will help you ace that job interview. (Plus, if you are a programming wiz, writing pseudocode will only take a few minutes for assignments.)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.6 Estimate $\\pi$ by throwing darts](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6-Estimate-$\\pi$-by-throwing-darts)", "section": "1.3.6 Estimate $\\pi$ by throwing darts" } }, "source": [ "## 1.3.6 Estimate $\\pi$ by throwing darts" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.6 Estimate $\\pi$ by throwing darts](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6-Estimate-$\\pi$-by-throwing-darts)", "section": "1.3.6 Estimate $\\pi$ by throwing darts" } }, "source": [ "Here is, perhaps, a more practical use of a for loop: to compute $\\pi$. The main idea is to throw darts at a square board and count the number of darts that land in an inscribed circle. We can do this on the computer by representing each dart as two numbers, x and y coordinates, each of which is generated $-1$ and $1$ from a uniform probability distribution (equal chance of selecting any number). Recall, we learned about how to generate random numbers." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.1 Governing Formula](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.1-Governing-Formula)", "section": "1.3.6.1 Governing Formula" } }, "source": [ "### 1.3.6.1 Governing Formula" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.1 Governing Formula](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.1-Governing-Formula)", "section": "1.3.6.1 Governing Formula" } }, "source": [ "
\n", "Class Activity: Write the formulas the calculate the area of i) a circle with radius 1 and ii) a square with edge length 2. How can we use the ratio of these areas to estimate pi? How is the ratio of these areas related to the number of darts that land in the box?\n", "
" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.2 Pseudocode](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2-Pseudocode)", "section": "1.3.6.2 Pseudocode" } }, "source": [ "### 1.3.6.2 Pseudocode" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.2 Pseudocode](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2-Pseudocode)", "section": "1.3.6.2 Pseudocode" } }, "source": [ "TODO: Record video and embed here" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.1 Python Implementation](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.1-Python-Implementation)", "section": "1.3.6.2.1 Python Implementation" } }, "source": [ "#### 1.3.6.2.1 Python Implementation" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.1 Python Implementation](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.1-Python-Implementation)", "section": "1.3.6.2.1 Python Implementation" } }, "source": [ "
\n", "Class Activity: With a partner, spend 5 minutes writing pseudocode. If you finish early, jump ahead to implementing in Python.\n", "
" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.1 Python Implementation](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.1-Python-Implementation)", "section": "1.3.6.2.1 Python Implementation" } }, "source": [ "
\n", "Class Activity: After agreeing on the pseudocode as a class, implement the logic in Python. This step is much easier because we have a plan for the logic. We just need to decide on the correct syntax.
" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.2 Python](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.2-Python)", "section": "1.3.6.2.2 Python" } }, "source": [ "#### 1.3.6.2.2 Python" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.2 Python](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.2-Python)", "section": "1.3.6.2.2 Python" } }, "source": [ "
\n", "Class Activity: Implement the pseudocode in Python.\n", "
" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": true, "nbpages": { "level": 4, "link": "[1.3.6.2.2 Python](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.2-Python)", "section": "1.3.6.2.2 Python" } }, "outputs": [], "source": [ "# estimating pi by throwing virtual darts\n", "import random\n", "# YOUR SOLUTION HERE\n", "\n", "### Note: You need to finish this for the rest of the code to work." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 4, "link": "[1.3.6.2.2 Python](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.2.2-Python)", "section": "1.3.6.2.2 Python" } }, "source": [ "This is our first example of a **Monte Carlo method** and we will return to these methods at the end of the course." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.3 Using Help to Learn More About a Function](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.3-Using-Help-to-Learn-More-About-a-Function)", "section": "1.3.6.3 Using Help to Learn More About a Function" } }, "source": [ "### 1.3.6.3 Using Help to Learn More About a Function\n", "\n", "If you look in the solution in the reference textbook, you'll see the `random.seed` command. Let's learn more about what it does.\n" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.3 Using Help to Learn More About a Function](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.3-Using-Help-to-Learn-More-About-a-Function)", "section": "1.3.6.3 Using Help to Learn More About a Function" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method seed in module random:\n", "\n", "seed(a=None, version=2) method of random.Random instance\n", " Initialize internal state from hashable object.\n", " \n", " None or no argument seeds from current time or from an operating\n", " system specific randomness source if available.\n", " \n", " If *a* is an int, all bits are used.\n", " \n", " For version 2 (the default), all of the bits are used if *a* is a str,\n", " bytes, or bytearray. For version 1 (provided for reproducing random\n", " sequences from older versions of Python), the algorithm for str and\n", " bytes generates a narrower range of seeds.\n", "\n" ] } ], "source": [ "import random\n", "help(random.seed)" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.4 Another Solution Approach - With Plots](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.4-Another-Solution-Approach---With-Plots)", "section": "1.3.6.4 Another Solution Approach - With Plots" } }, "source": [ "### 1.3.6.4 Another Solution Approach - With Plots\n", "\n", "Using numpy, which we haven't covered yet, we can do this in an even fancier way. If we use matplotlib, another python library, we can get nice graphs as well." ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.4 Another Solution Approach - With Plots](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.4-Another-Solution-Approach---With-Plots)", "section": "1.3.6.4 Another Solution Approach - With Plots" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1000 darts were thrown, and\n", "788 darts landed inside the circle\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "#this line is only needed in iPython notebooks\n", "%matplotlib inline \n", "\n", "#pick our points\n", "number_of_points = 10**3\n", "x = np.random.uniform(-1,1,number_of_points)\n", "y = np.random.uniform(-1,1,number_of_points)\n", "#compute pi\n", "n_inside = np.sum(x**2 + y**2 <= 1)\n", "print(str(number_of_points) + \" darts were thrown, and\")\n", "print(str(n_inside) + \" darts landed inside the circle\")\n", "\n", "pi_approx = 4.0*n_inside/number_of_points\n", "#now make a scatter plot\n", "maize = \"#ffcb05\"\n", "blue = \"#00274c\"\n", "fig = plt.figure(figsize=(4,4), dpi=200)\n", "plt.scatter(x, y, alpha=0.5, color=maize) #scatter plot with hex color\n", "#draw a circle of radius 1 with center (0,0)\n", "circle = plt.Circle((0,0),1,color=blue, \n", " alpha=0.7, fill=False, linewidth=4)\n", "#add the circle to the plot\n", "plt.gca().add_patch(circle)\n", "#make sure that the axes are square so that our circle is circular\n", "plt.axis([-1,1,-1,1])\n", "#set axes bounds: axis([min x, max x, min y, max y])\n", "plt.axis([-1.05,1.05,-1.05,1.05])\n", "#make the title have the approximation to pi\n", "plt.title(\"$\\\\pi \\\\approx $\" + str(pi_approx))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.4 Another Solution Approach - With Plots](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.4-Another-Solution-Approach---With-Plots)", "section": "1.3.6.4 Another Solution Approach - With Plots" } }, "source": [ "Do the same with Irish Green (see https://onmessage.nd.edu/athletics-branding/colors/): " ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.4 Another Solution Approach - With Plots](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.4-Another-Solution-Approach---With-Plots)", "section": "1.3.6.4 Another Solution Approach - With Plots" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1000 darts were thrown, and\n", "795 darts landed inside the circle\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "#this line is only needed in iPython notebooks\n", "%matplotlib inline \n", "\n", "#pick our points\n", "number_of_points = 10**3\n", "x = np.random.uniform(-1,1,number_of_points)\n", "y = np.random.uniform(-1,1,number_of_points)\n", "#compute pi\n", "n_inside = np.sum(x**2 + y**2 <= 1)\n", "print(str(number_of_points) + \" darts were thrown, and\")\n", "print(str(n_inside) + \" darts landed inside the circle\")\n", "pi_approx = 4.0*n_inside/number_of_points\n", "#now make a scatter plot\n", "green = \"#00843D\"\n", "fig = plt.figure(figsize=(4,4), dpi=200)\n", "#scatter plot with hex color\n", "plt.scatter(x, y, alpha=0.5, color=green) #draw a circle of radius 1 with center (0,0)\n", "circle = plt.Circle((0,0),1,color=green, alpha=1, fill=False, linewidth=4)\n", "#add the circle to the plot\n", "plt.gca().add_patch(circle)\n", "#set axes bounds: axis([min x, max x, min y, max y])\n", "\n", "plt.axis([-1.05,1.05,-1.05,1.05])\n", "#make the title have the approximation to pi\n", "plt.title(\"$\\\\pi \\\\approx $\" + str(pi_approx))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 3, "link": "[1.3.6.4 Another Solution Approach - With Plots](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.6.4-Another-Solution-Approach---With-Plots)", "section": "1.3.6.4 Another Solution Approach - With Plots" } }, "source": [ "Notice how even with the same number of points we get **different answers because we are using random numbers**." ] }, { "cell_type": "markdown", "metadata": { "nbpages": { "level": 2, "link": "[1.3.7 TODO: Add another pseudocode example](https://ndcbe.github.io/cbe-xx258/01.03-Flow-control.html#1.3.7-TODO:-Add-another-pseudocode-example)", "section": "1.3.7 TODO: Add another pseudocode example" } }, "source": [ "## 1.3.7 TODO: Add another pseudocode example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "< [1.2 Learning Python Basics](https://ndcbe.github.io/cbe-xx258/01.02-Variables.html) | [Contents](toc.html) | [1.4 Functions, Scoping, and Other Fun Stuff](https://ndcbe.github.io/cbe-xx258/01.04-Functions-scoping.html) >

\"Open

\"Download\"" ] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "L1-Getting-Started.ipynb", "provenance": [], "version": "0.3.2" }, "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }