From 30430f811b71abe50684a927b67ae9dd5e62f9eb Mon Sep 17 00:00:00 2001
From: Andy Kuemmel <kuemmel@wisc.edu>
Date: Wed, 26 Oct 2022 09:45:32 -0500
Subject: [PATCH] Deleted
 f22/andy_lec_notes/lec21_Oct26_Copying/lec21_copying_template.ipynb

---
 .../lec21_copying_template.ipynb              | 454 ------------------
 1 file changed, 454 deletions(-)
 delete mode 100644 f22/andy_lec_notes/lec21_Oct26_Copying/lec21_copying_template.ipynb

diff --git a/f22/andy_lec_notes/lec21_Oct26_Copying/lec21_copying_template.ipynb b/f22/andy_lec_notes/lec21_Oct26_Copying/lec21_copying_template.ipynb
deleted file mode 100644
index 0cc0433..0000000
--- a/f22/andy_lec_notes/lec21_Oct26_Copying/lec21_copying_template.ipynb
+++ /dev/null
@@ -1,454 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import copy # we are going to learn about this module today"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Warmup"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Warmup 1:  determine the key that has the highest value in a dict\n",
-    "\n",
-    "# which dog is the oldest?\n",
-    "dog_dict = {\"Miles\": 2, \"Gertie\": 4, \"Sammy\": 11, \"Fido\": 3, \"Jordy\": 5}\n",
-    "oldest_dog = None\n",
-    "max_age = 0\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Warmup 2: Which dog is the oldest?\n",
-    "dog_list = [ {'id': 34523, 'name': \"Miles\", 'age': 2},\n",
-    "            {'id': 22334, 'name': \"Gertie\", 'age': 4},\n",
-    "            {'id': 87654, 'name': \"Fido\", 'age': 3'} ]\n",
-    "oldest_dog = None\n",
-    "max_age = 0 "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Lecture 21:  Reference Copy, Copy, Deep Copy\n",
-    "Learning Objectives:\n",
-    "\n",
-    "- Correctly predict the output of code that uses reference variable mutation and reassignment.\n",
-    "\n",
-    "- Compare and contrast the 3 levels of copying: \n",
-    " - reference copy \n",
-    " - shallow copy(copy.copy)\n",
-    " - deep copy (copy.deepcopy)\n",
-    "\n",
-    "- Write code that copies a data structure at the appropriate level for a given use case. \n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Correctly predict the output of code that uses reference variable mutation and reassignment."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{'MI': 'Ann Arbor'} {}\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Example 1...predict the answer, uncomment the print statement, see if you were correct\n",
-    "# for extra understanding, go to Python tutor\n",
-    "dict1 = {}\n",
-    "dict2 = {}\n",
-    "#dict2 = dict1   # reference variable reassignment\n",
-    "#dict1[\"MI\"] = \"Ann Arbor\"\n",
-    "#dict2[\"WI\"] = \"Madison\" \n",
-    "print(dict1, dict2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Compare and contrast the 3 levels of copying: \n",
-    "- reference copy \n",
-    "- shallow copy (copy.copy)  # one level of object depth\n",
-    "- deep copy (copy.deepcopy) # all levels of object depth"
-   ]
-  },
-  {
-   "attachments": {
-    "three%20levels%20copy.png": {
-     "image/png": 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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![three%20levels%20copy.png](attachment:three%20levels%20copy.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Run this in Python Tutor, and uncomment one option at a time. \n",
-    "\n",
-    "import copy\n",
-    "x =[\n",
-    "    {\"name\":\"A\", \"score\":88},\n",
-    "    {\"name\":\"B\", \"score\":111},\n",
-    "    {\"name\":\"C\", \"score\":100}]\n",
-    "\n",
-    "#y = x              # reference copy\n",
-    "#y[0]['name'] = \"Andy\"\n",
-    "\n",
-    "#y = copy.copy(x)    # shallow copy...copies the first level\n",
-    "#y[1]['name'] = \"Bianca\"\n",
-    "\n",
-    "#y = copy.deepcopy(x) # deep copy...copies down to every level\n",
-    "#y[2]['name'] = \"Chris\"\n",
-    "\n",
-    "# takeway:  Write a note to yourself\n",
-    "\n",
-    "# \n",
-    "# \n",
-    "#\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Write code that copies a data structure at the appropriate level for a given use case. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "attachments": {
-    "player_score.png": {
-     "image/png": 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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "\n",
-    "![player_score.png](attachment:player_score.png)"
-   ]
-  },
-  {
-   "attachments": {
-    "use%20case%201.png": {
-     "image/png": 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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![use%20case%201.png](attachment:use%20case%201.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Bianca\n"
-     ]
-    }
-   ],
-   "source": [
-    "\n",
-    "# Example 4a: Given this playlist\n",
-    "player_scores = [\n",
-    "    {\"name\":\"Anna\", \"score\":88},\n",
-    "    {\"name\":\"Bianca\", \"score\":111},\n",
-    "    {\"name\":\"Chris\", \"score\":100}\n",
-    "]\n",
-    "    \n",
-    "# a.) write a function that finds the name of the person\n",
-    "#    with the highest score score in a list of dicts with keys 'name' , 'score'\n",
-    "\n",
-    "def max_score(score_list):\n",
-    "    best_person = None\n",
-    "    high_score = None\n",
-    "\n",
-    "    return best_person\n",
-    "\n",
-    "#print(player_scores)\n",
-    "print(max_score(player_scores))\n",
-    "#print(player_scores)\n",
-    "\n",
-    "# after you write this code, run it in Python Tutor\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Use Case 2 below"
-   ]
-  },
-  {
-   "attachments": {
-    "ex%202.png": {
-     "image/png": 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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![ex%202.png](attachment:ex%202.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'dict'>\n",
-      "<class 'dict'>\n",
-      "<class 'dict'>\n",
-      "[{'name': 'Anna', 'scores': [11, 17, 18, 23]}, {'name': 'Bianca', 'scores': [4, 9, 11, 21]}, {'name': 'Carl', 'scores': [3, 8, 10, 12]}]\n",
-      "[{'name': 'Anna', 'scores': [11, 17, 18, 23]}, {'name': 'Bianca', 'scores': [4, 9, 11, 21]}, {'name': 'Carl', 'scores': [3, 8, 10, 12]}]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Example 4b.) use a shallow copy to sort each list of scores \n",
-    "player_scores = [\n",
-    "    {\"name\":\"Anna\", \"scores\":[23, 18, 11, 17, 6]},\n",
-    "    {\"name\":\"Bianca\", \"scores\":[11, 21, 9, 4, 10]},\n",
-    "    {\"name\":\"Chris\", \"scores\":[12, 10, 3, 8, 7]}\n",
-    "]\n",
-    "\n",
-    "\n",
-    "player_scores_copy = copy.copy(player_scores) # makes a shallow copy\n",
-    "\n",
-    "# iterate through the list player_scores_copy and sort each list\n",
-    "\n",
-    "\n",
-    "print(player_scores)  # should be unchanged\n",
-    "print(player_scores_copy)\n",
-    "\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Use Case 3 below"
-   ]
-  },
-  {
-   "attachments": {
-    "ex%203.png": {
-     "image/png": 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"
-    }
-   },
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![ex%203.png](attachment:ex%203.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[{'name': 'Anna', 'score': 88}, {'name': 'Bianca', 'score': 111}, {'name': 'Carl', 'score': 100}]\n",
-      "after changes:\n",
-      "[{'name': 'Anna', 'score': 88}, {'name': 'Bianca', 'score': 120}, {'name': 'Carl', 'score': 100}]\n",
-      "enter y to keep changes: n\n",
-      "[{'name': 'Anna', 'score': 88}, {'name': 'Bianca', 'score': 111}, {'name': 'Carl', 'score': 100}]\n",
-      "after changes:\n",
-      "[{'name': 'Anna', 'score': 88}, {'name': 'Bianca', 'score': 111}, {'name': 'Carl', 'score': 100}]\n"
-     ]
-    }
-   ],
-   "source": [
-    "#Example 4c.) make a deep copy as a backup, then change the original\n",
-    "\n",
-    "player_scores= [\n",
-    "    {\"name\":\"Anna\", \"score\":88},\n",
-    "    {\"name\":\"Bianca\", \"score\":111},\n",
-    "    {\"name\":\"Chris\", \"score\":100}\n",
-    "]\n",
-    "\n",
-    "\n",
-    "players_before = copy.deepcopy(player_scores)  \n",
-    "\n",
-    "# change someone's score here\n",
-    "\n",
-    "\n",
-    "print(players_before)\n",
-    "print('after changes:')\n",
-    "print(player_scores)\n",
-    "\n",
-    "answer = input(\"enter y to keep changes: \")\n",
-    "if answer != 'y':\n",
-    "    player_scores = players_before\n",
-    "\n",
-    "print(players_before)\n",
-    "print('after changes:')\n",
-    "print(player_scores)\n",
-    "\n",
-    "# after you write this code, run it in Python Tutor\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Note:  Deepcopy is also known as a Recursive copy. \n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Think about it.  When you slice a list fully, using [:], what kind of copy is this?\n",
-    "\n",
-    "favorites = [ 17, ['Miles', 'Gertie'], {'a': 65, 'b': 66, 'c': 67}, True]\n",
-    "sliced = favorites [:]\n",
-    "\n",
-    "# try in Python Tutor\n",
-    "\n",
-    "# your answer: \n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n",
-    "# Do Worksheet for today (good quiz practice)\n",
-    "# Answers will be posted on later today to the same place you found this Notebook file. \n",
-    "\n",
-    "\n"
-   ]
-  }
- ],
- "metadata": {
-  "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": "3.9.12"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
-- 
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