{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9c322a02",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# Sets, Dictionaries, and JSON\n",
    "#### CS 66: Introduction to Computer Science II"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2d3b34b",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Before we get started\n",
    "\n",
    "Let's discuss the ChatGPT study\n",
    "* Informed consent\n",
    "* Attitudes survey: [https://forms.gle/yWbhnT6BthvHNgxa6](https://forms.gle/yWbhnT6BthvHNgxa6)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9ff066f",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# References for this lecture\n",
    "\n",
    "Problem Solving with Algorithms and Data Structures using Python, Section 1.8: [https://runestone.academy/ns/books/published//pythonds/Introduction/GettingStartedwithData.html](https://runestone.academy/ns/books/published//pythonds/Introduction/GettingStartedwithData.html)\n",
    "\n",
    "Also see Chapter 11 of Think Python ( [https://greenteapress.com/thinkpython2/html/thinkpython2012.html](https://greenteapress.com/thinkpython2/html/thinkpython2012.html) )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74929c49",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Sets\n",
    "\n",
    "A __set__ is like a list, but the items don't have any order."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fa80582a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['bread', 'milk', 'rice', 'butter', 'eggs', 'apples']\n",
      "{'bread', 'eggs', 'rice', 'milk', 'butter', 'apples'}\n"
     ]
    }
   ],
   "source": [
    "my_list = [\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"]\n",
    "my_set = {\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"}\n",
    "\n",
    "print(my_list)\n",
    "print(my_set)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c70fb2f",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "## Adding items in sets vs. lists\n",
    "\n",
    "Because sets have no order, there is an _add_ method instead of _append_ and _insert_."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e3695f04",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['bread', 'milk', 'rice', 'butter', 'eggs', 'apples', 'bananas']\n",
      "{'bread', 'bananas', 'eggs', 'rice', 'milk', 'butter', 'apples'}\n"
     ]
    }
   ],
   "source": [
    "my_list = [\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"]\n",
    "my_set = {\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"}\n",
    "\n",
    "my_list.append(\"bananas\")\n",
    "my_set.add(\"bananas\")\n",
    "\n",
    "print(my_list)\n",
    "print(my_set)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c57c70a2",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "## Group Activity Problem 1\n",
    "\n",
    "The following code has some things you can do with a list. Discuss what each of them does, and then try to see if you can do it with a set too. Write down any differences there are between how they work as a list compared with a set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0d22ab6b",
   "metadata": {},
   "outputs": [],
   "source": [
    "my_list = [\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"]\n",
    "my_set = {\"bread\",\"milk\",\"rice\",\"butter\",\"eggs\",\"apples\"}\n",
    "\n",
    "print( len(my_list) )\n",
    "print( my_list[2] )\n",
    "print( \"milk\" in my_list)\n",
    "my_list.remove(\"eggs\")\n",
    "print( my_list )\n",
    "print(my_list.pop())\n",
    "print( my_list )\n",
    "\n",
    "for item in my_list:\n",
    "    print(item)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a644fd68",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Dictionaries\n",
    "\n",
    "A __dictionary__ stores a collection of key-value pairs.\n",
    "\n",
    "Syntax works like lists, except you use the _key_ in brackets instead of the index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6edd6732",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2177\n"
     ]
    }
   ],
   "source": [
    "cs_dept_phonebook = { \n",
    "                        \"Porter\"  : \"3041\",\n",
    "                        \"Case\"    : \"4618\",\n",
    "                        \"Manley\"  : \"2177\",\n",
    "                        \"Urness\"  : \"2188\",\n",
    "                        \"Rieck\"   : \"3795\"\n",
    "                    }\n",
    "\n",
    "print( cs_dept_phonebook[\"Manley\"] ) #look up Manley's phone number"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cc56d20",
   "metadata": {
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "source": [
    "## Group Activity Problem 2\n",
    "\n",
    "See if you can guess/remember the syntax for adding, updating, and removing items in a dictionary. Try the following:\n",
    "\n",
    "1. There's a mistake in Urness' phone number. Change it to \"2118\".\n",
    "2. Some new professors are missing. Add \"Moore\" into the dictionary with phone number \"5555\" (this is just for an example - they actually haven't assigned her a phone number yet... I don't know what is taking so long)\n",
    "3. Rieck has retired. Remove his entry from the phone book (hint: try remove and/or pop)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6eed91bf",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "50ae9d56",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Maps vs. Records\n",
    "\n",
    "Dictionaries are sometimes used as a __map__ where all the keys are the same kind of thing and all the values are the same kind of thing.\n",
    "\n",
    "Dictionaries are sometimes used as a __record__ where each of the keys represent different data about the same item."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5ffd0587",
   "metadata": {},
   "outputs": [],
   "source": [
    "cs_dept_phonebook = { \n",
    "                        \"Porter\"  : \"3041\",\n",
    "                        \"Case\"    : \"4618\",\n",
    "                        \"Manley\"  : \"2177\",\n",
    "                        \"Urness\"  : \"2188\",\n",
    "                        \"Rieck\"   : \"3795\"\n",
    "                    } #a map\n",
    "\n",
    "manley_record = {\n",
    "                    \"name\" : \"Eric Manley\",\n",
    "                    \"email\" : \"eric.manley@drake.edu\",\n",
    "                    \"building\" : \"Collier-Scripps Hall\",\n",
    "                    \"room\" : 327,\n",
    "                    \"phone\" : \"(515) 271-2177\"\n",
    "                }"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2a1d568",
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "and sometimes you'll even see a list or map of records"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8038841e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Meredith Moore\n"
     ]
    }
   ],
   "source": [
    "contact_list = [{\"name\" : \"Eric Manley\",\"email\" : \"eric.manley@drake.edu\",\"building\" : \"Collier-Scripps Hall\",\"room\" : 327,\"phone\" : \"(515) 271-2177\"},\n",
    "                {\"name\" : \"Timothy Urness\",\"email\" : \"timothy.urness@drake.edu\",\"building\" : \"Collier-Scripps Hall\",\"room\" : 307,\"phone\" : \" (515) 271-2118 \"},\n",
    "                {\"name\" : \"Meredith Moore\",\"email\" : \"meredith.moore@drake.edu \",\"building\" : \"Collier-Scripps Hall\",\"room\" : 325}\n",
    "               ]\n",
    "\n",
    "print( contact_list[2][\"name\"] )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66ed8813",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## JSON\n",
    "\n",
    "JSON stands for _JavaScript Object Notation_\n",
    "\n",
    "JavaScript is a different programming language, and JSON came from it\n",
    "\n",
    "Very popular format used to store and transmit data\n",
    "* human-readable\n",
    "* uses same notation as Python for lists and dictionaries 😀\n",
    "    - no tuples 🙁\n",
    "    - only recognizes double-quote strings `\"like this\"`, `'not like this'`\n",
    "* databases\n",
    "* communication with a server\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "508be965",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 3\n",
    "\n",
    "Download the file [`HighestGrossingMovies.json`](../../assets/data/HighestGrossingMovies.json) and put it in the folder where you normally keep your `.py` files. The data in this file is originally from here (though I restructured it for use in this course): https://www.kaggle.com/sanjeetsinghnaik/top-1000-highest-grossing-movies\n",
    "\n",
    "Open the file in a plain text editor (e.g., notepad, textedit, or even VS Code) and look at what the contents of the file look like. In your group, discuss what kind of data you see in this file.\n",
    "\n",
    "Then create a `.py` on your computer with the following code, which is how you can load JSON files in Python."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f40b8813",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "with open(\"HighestGrossingMovies.json\") as moviefile:\n",
    "    movies = json.load(moviefile)\n",
    "    \n",
    "print(movies)"
   ]
  },
  {
   "attachments": {
    "cd.png": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "f4f80c02",
   "metadata": {},
   "source": [
    "If you run this in VS Code, it will likely not be able to find your file - the terminal runs from your home directory by default. So, to change the terminal to run from the location where your file is, type the `cd` command (which stands for _change directory_) and then drag the folder where you put the `.json` file onto the terminal.\n",
    "\n",
    "![cd.png](attachment:cd.png)"
   ]
  },
  {
   "attachments": {
    "aftercd.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "2f611ffb",
   "metadata": {},
   "source": [
    "This should fill in the path to that directory, and then when you hit enter, you should see that the terminal is set to that directory's name.\n",
    "\n",
    "![aftercd.png](attachment:aftercd.png)\n",
    "\n",
    "Now you should be able to run the program as normal and see the output."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96be31e8",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 4\n",
    "\n",
    "For the program above, answer the following questions\n",
    "\n",
    "1. What is the type of the `movies` variable?\n",
    "2. How could you get it to print just the first record? Change the code and run it.\n",
    "3. How could you get it to print the first 5 records? Change the code and run it.\n",
    "4. Describe the structure of the data in `movies` - i.e., is it a list of lists? a list of dictionaries? Do the records contain other dictionaries in them? Do records contain lists? What are the types of the keys and values within each record?\n",
    "    \n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2b172996",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 5\n",
    "\n",
    "Add this code to your file, and run it. Describe what it does."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9d5ba0a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "for m in movies:\n",
    "    print(m[\"Title\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "18d8f594",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 6\n",
    "\n",
    "Write the code that will print out the title of all movies that contain `\"Star Wars\"` in their name.\n",
    "\n",
    "_Hint:_ You can check if one string is a substring of another with code like"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ad0edcd0",
   "metadata": {},
   "outputs": [],
   "source": [
    "\"Star Wars\" in \"Star Wars: Episode VII - The Force Awakens (2015)\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69a804c3",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 7\n",
    "\n",
    "Write the code that will print the names of all comedies (i.e., movies which contain \"Comedy\" as one of their items in the Genre list). "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b4633ba",
   "metadata": {},
   "source": [
    "## Group Activity Problem 8\n",
    "\n",
    "Write the code that will determine which comedy had the highest world sales (note that the file seems to be sorted by domestic sales, not world sales, so you will have to loop through all the records)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4c8b10d",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Group Activity Problem 9\n",
    "\n",
    "Write a function called `most_popular_in_genre` which takes in a list of movie records (in the same format as the `movies` variable above) and the name of a movie genre and returns the record of the movie from that genre with the highest world sales.\n",
    "\n",
    "For example, if I call the function like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a012c4b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "print( most_popular_in_genre(movies,\"Comedy\") )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf884942",
   "metadata": {},
   "source": [
    "it should result in \n",
    "\n",
    "```\n",
    "{'Title': 'Frozen II (2019)', 'Summary': \"Anna, Elsa, Kristoff, Olaf and Sven leave Arendelle to travel to an ancient, autumn-bound forest of an enchanted land. They set out to find the origin of Elsa's powers in order to save their kingdom.\", 'Distributor': 'Walt Disney Studios Motion Pictures', 'Release Date': 'November 20, 2019', 'Domestic Sales': 477373578, 'International Sales': 972653355, 'World Sales': 1450026933, 'Genre': \"['Adventure', 'Animation', 'Comedy', 'Family', 'Fantasy', 'Musical']\", 'Runtime': '1 hr 43 min', 'MPAA Rating': 'PG'}\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59cabbdb",
   "metadata": {},
   "source": [
    "make sure not to refer to the global `movies` variable inside your function. This function should still work if I copied it into a new `.py` file and loaded it with a different data set that has the same form (for example, if I used an updated top 1000 movie data set in a few years).\n",
    "\n",
    "Make sure to save your code for this exercise - we may continue working on it and turn it in for an assignment later.\n",
    "    "
   ]
  }
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