{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Object Oriented Programming\n",
    "\n",
    "You already know a variety of types, including dicts, lists, and pandas DataFrames.  You already know how to create objects (or instances) of these types.\n",
    "\n",
    "Now, we will learn about Object Oriented Programming, or OOP.  We will not only create new objects; we will now create our own types, and then create instances of those new types.  The new types we'll be creating are called *classes*.  There are other ways to create new types in Python (for example, maybe you have encountered `namedtuple` -- no worries if not), but classes are by far the most common way.\n",
    "\n",
    "## Analogy to Dictionaries\n",
    "\n",
    "The Python dict is the most flexible type we know so far.  By using different keys/values, we can represent a variety of different real world entities, including people, vehicles, sales, movies, games, etc.\n",
    "\n",
    "Let's see how we could create a couple dictionaries to represent people, then look at the PythonTutor visualization of those dict objects..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#person-dict.png\n",
    "p1 = {\"first\":\"Alice\", \"last\":\"Anderson\", \"age\":24}\n",
    "p2 = {\"first\":\"Bob\", \"last\":\"Bryson\", \"age\":23}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.core.display import Image\n",
    "Image(\"person-dict.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When we create a new type (as a Python class), then create instances from that new type, the resulting objects are remarkably similar to dictionary objects.  Without worrying about the code (which has a number of thing yet unexplained), let's see how some objects used to represent people are similar to the above dictionaries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#person-class.png\n",
    "class Person:\n",
    "    def __init__(self, first, last, age):\n",
    "        self.first = first\n",
    "        self.last = last\n",
    "        self.age = age\n",
    "        \n",
    "p1 = Person(\"Alice\", \"Anderson\", 24)\n",
    "p2 = Person(\"Bob\", \"Bryson\", 23)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"person-class.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Spend a few moments to see how many differences you can see between the above two diagrams.\n",
    "\n",
    "With dictionaries, we have **keys** and **values** (for example, \"age\" and 24, respectively).  With objects created from a class, the analogous features are called **attribute names** and **attribute values**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Classes and Attributes\n",
    "\n",
    "At a minimum, we can create class with two lines, as in the following example (remember that `pass` is a placeholder that does nothing -- we'll eventually write a lot of code inside classes):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a new type\n",
    "class Person:\n",
    "    pass\n",
    "\n",
    "# create an instance of that new type\n",
    "p = Person()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With dictionaries, we use brackets (\"[\" and \"]\") to update values.  With objects from classes, we use the \".\" operator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#update.png\n",
    "d = {}\n",
    "d[\"first\"] = \"Alice\"\n",
    "\n",
    "class Person:\n",
    "    pass\n",
    "\n",
    "p = Person()\n",
    "p.first = \"Alice\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"update.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attribute names are a little more restrictive than dictionary keys.  Only things that would be valid variable names work as attribute names.  In contrast, keys can contain spaces and special characters (or, a dictionary key might be an int, or some other non-string type!).\n",
    "\n",
    "The restrictions on attribute names provide an advantage: we don't put quotes around attribute names (and indeed, Python wouldn't let us if we tried)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Functions and Methods\n",
    "\n",
    "It often makes sense to have a few functions related to the same type of data.  Let's see an example with dictionaries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Alice Anderson is 24 years old\n",
      "Bob Bryson is 25 years old\n"
     ]
    }
   ],
   "source": [
    "#dict-functions.png\n",
    "p1 = {\"first\":\"Alice\", \"last\":\"Anderson\", \"age\":24}\n",
    "p2 = {\"first\":\"Bob\", \"last\":\"Bryson\", \"age\":23}\n",
    "\n",
    "def birthday(d):\n",
    "    d[\"age\"] += 1\n",
    "\n",
    "def full(d):\n",
    "    return d[\"first\"] + \" \" + d[\"last\"]\n",
    "\n",
    "birthday(p2)\n",
    "birthday(p2)\n",
    "\n",
    "print(full(p1) + \" is \" + str(p1[\"age\"]) + \" years old\")\n",
    "print(full(p2) + \" is \" + str(p2[\"age\"]) + \" years old\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"dict-functions.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When we have such functions designed to operate on objects of a given type, we can put those functions inside the class itself.  When we do, those functions are called *methods*.  We can call methods inside a class like this:  `classname.methodname(arguments...)`.  This is uncommon, but easy to understand (we'll soon learn a shortcut with some advantages that is a bit unintuitive at first)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Alice Anderson is 25 years old\n"
     ]
    }
   ],
   "source": [
    "#methods1.png\n",
    "class Person:\n",
    "    def birthday(somebody):\n",
    "        somebody.age += 1\n",
    "\n",
    "    def full(somebody):\n",
    "        return somebody.first + \" \" + somebody.last\n",
    "\n",
    "p = Person()\n",
    "p.first = \"Alice\"\n",
    "p.last = \"Anderson\"\n",
    "p.age = 24\n",
    "\n",
    "Person.birthday(p)\n",
    "print(Person.full(p) + \" is \" + str(p.age) + \" years old\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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BTtaTQ8FCCCGEEUliFUIIIYxIEqsQQghhRJJYhRBCCCPKkicvhYeHc/z4cQAqVaqkn1j5dT4+PhQrVoyyZcu+y/CMSlEU9u3bh4ODA9WrV8/qcIwqM/fP48eP2bNnD56enjRs2NDggRgxMTEcPHjQoH79+vWNNgnEhy69v1/wcX8+hcgqmTJinTNnDp06daJ+/fr6Sb3/S6vVEhERwf79+zlx4kSK7Zw8eZKHDx9mRoipSiv+jFAUhbCwMP3EAB+TzNo/Fy9epH///uTKlYu7d+/SokULg6nVgoODWbBgAREREURERBAZGZnhqeA+Zun9/YKP+/MpRFbJlBHr8OHD6devH7169eLkyZNER0cbzOOZK1cuunbtipWVVapzm86aNSszwktTWvFnhEqlonPnzmzYsMHIUWa9zNo/O3bsYOnSpeTLl0+/bM+ePbRo0UL/umzZsnTt2jVT+v/Qpff3Cz7uz6cQWSXTzrFu3bqVLl260LlzZ7Zv356hde/evUu7du1o1qwZhw4dSlKu1WqZNm0a5cqVo2XLlkyZMoVRo0bpywMDA+nbty9Vq1alUqVKTJgwgdjYWKPE//z5c1q2bMnMmTNp1qwZdevWpX///mg0Gn2diIgIff+1a9fm77//Nmg7rfiWL19Oy5Yt2bFjBz4+PjRp0oROnTrx7NkzAKKjoxkyZAhNmjShVatWDBw40KAPtVrN6NGjKVeuHOXKlWP06NGo1ep0x5+WtPZPWvGlZdKkSQZJVavVEh8fb1Dn2bNnrFy5kpUrVxIVFZXuttVqNZ9++iktW7bkwYMHAKxYsYK6desyc+ZMIO39c+rUKdq0aUO7du1o1aoVy5cvN+jjbfdfet5DSvs3PdL6fAoh3tLbTo/z22+/Jbu8RYsWSlRUlBIREaF89tlnydbZsmWLsnnz5hTb3r59u7Jx48Yky729vZVJkybpp2G7dOmSkjdvXkVREqfPqlWrlrJv3z5Fp9Mp8fHxyqxZs5Rx48Zl6H2lFv+qVauUKlWq6Kd28/b2NoizadOmyt9//63odDrlxYsXStu2bZXGjRtnKL5Dhw4phQoVUr799lslLi5OefTokRIcHKwoiqL8+eefire3t77ub7/9pixdulT/+vPPP1cWLlyoxMbGKrGxscqCBQuUzz//PN3xp1dK+yet+DLi0KFDStu2bQ2mfAsJCVF69uypLF++XNm4caNSr1495d69e+lu88CBA8rkyZP1r+Pi4pR69eopcXFx6do/kZGRilqt1r/u0aOH8vz58yRxv+n+S0ta+/eVlH6/Uvt8ig9fSn+TxbuTKYeCHzx4QHR0NFevXgUSZ2V5+PAhnp6eRml/06ZN+Pr66i9WKVeunP5bt5+fH0FBQQQEBLBmzRogcXq5WbNmMX36dKPF/8MPP+inhGvUqBG+vr5A4kjKysqKZs2aAeDq6so333zDhAkTMhxfjx49+P777wHInz+/fnm9evXo1q0bz58/p1y5ctStW5dixYoBiRf2nDx5kt9//10/UfjAgQMpXbo0MTEx+unoUorfGFKLLyP279/PnDlz2Lhxo8HFS87OzqxcuVL/2tPTk3Xr1jFx4sR0tdugQQN++eUXQkNDcXZ2Zv369fTs2RNzc3Pu3r2b5v4xNTXl+PHjHDhwAI1Gw7NnzwgMDExykdCb7L+0pHf/piStz6cQ4u1lyqHgdevWUbNmTc6fP8/58+epXbu2/o+Usbw+l2Xp0qUBMDExwc7Ojly5cun/ubu7s3Tp0jTPNxkjfrVanWTuTxcXF/3FNxmJ779/jF9ffuTIEYYPH46DgwPjx49n48aNAGg0Gtzd3fV/dF/1mTNnTuLi4tL1Ht5WavGl19atW5k3bx4bN25M82rfPHny6A/rpteoUaOYP38+Wq2WZcuW0aNHDyDt/aMoCh07duTWrVv07NmT0aNHU7x48WT7eJP9l5a33b9pfT6FEG/P6CNWRVE4cOAA+/btQ6VS6Zc1atSIb775Rr/sbZQqVYpdu3bRqlUrIHFu1TVr1tCwYUMKFSqEqakpefPm1SdbSLzS9F3E7+XlxalTpwgICMDd3R1FUVi0aJH+HOHbxgfQvXt35s+fT4ECBShQoABFixZl2rRpdO7cGUdHR3Q6HefOnaNy5cpA4sTikPrE7caUWnzpsWrVKnbv3s3GjRuxsrIiJiaGly9f6keEPj4+NGrUSD+x99q1azN8IVPDhg2ZOXMmixcvpkuXLlhYWABp75+wsDDMzMz4+uuvAXj58iV+fn4Z6vttts/b7t+0Pp9CiLf31vOxLlmyxOAh/L169WLv3r20a9eORYsWATBkyBA2btxIgwYNWLduHRMmTODu3bv4+flhamqKp6cnXl5eTJs2DUi8eOXWrVs8efKEhIQEPD09KViwIN7e3kDi7Rav/ghVqVKFFy9eUKpUKUaMGIGpqSn379+nV69eODo6UqZMGc6fP0+JEiWYPXt2mokxrfjHjh1Lnz59sLe3Z8WKFRQsWJDPPvuMR48esWXLFooVK8bt27dp1aoVNWvW5MqVK7Rs2ZLVq1fTrVs3pk6dmmZ8Q4YM4fLly0RHR+Pl5QXAvHnz9Imle/fuWFhY4OrqSkREBE+fPmXatGmUKlUKSLwHtHPnzri4uAAQFBTEhg0byJ8/PxcvXkwz/rSktX/Sii8tJiYmtG7dWp/sAgICaNeuHcOHDwfg+PHjTJo0iZIlS3L58mVy5crFxo0bMTPL2PfE/fv30717dx49emQwIX1a+2fcuHGEhIRgbW3NtWvXsLa2RqPRsHjxYooUKfLW+y8tqe1fIM3fr7Q+n+LD9vrfZPHuGT2xvkvPnj1DURTy5MmTYrlarcbT0zPDf3SNwc/PD3d39xRv1Xnb+EJCQtBqtbi5uSUpUxSFJ0+eAJAvXz6DQ4fvSmrxGcPz589RqVRv3P6mTZt48eIFgwcPTrY8tf0TGhpKZGQk+fPnf+Nt+zbbxxj7N63Pp/gwSWLNelny5CVj8fDweKvyzPZqtJKSt43v9XNl/2ViYpLiOb53JbX4jCF37txvtN6tW7dISEhg2rRpSW6V+a/U9o+zszPOzs5v1P8rb7N9jLF/0/p8CiHezAedWIXIqPj4eLZu3YpOp6N9+/YcOXLkg35kphDi/SOJVWQr5ubmjB8/PqvDEEJ8xGR2GyGEEMKIJLEKIYQQRiSJVQghhDAiSaxCCCGEEUliFUIIIYxIEqsQQghhRJJYhRBCCCOSxCqEEEIYkSRWIYQQwogksQohhBBGJIlVCCGEMCJJrEIIIYQRSWIVQgghjMgos9ssWbLEGM0IIYQQHzwTRVGUrA5CCCGE+FjIoWAhhBDCiCSxCiGEEEYkiVUIIYQwIkmsQgjxkQkMDMTLyyurw8i2JLEKIcRHJDAwkBo1anDy5MmsDiXbksQqhBAfif8m1Ro1amR1ONmWJFYhhPgIvJ5UZcSadSSxCiHEBy65pCoj1qwjiVUIIT5gKSVVPz+/rA4t25InLwkhxAfMy8tLkup7RhKrEEIIYURyKFgIIYQwIkmsQgghhBFJYhVCCCGMSBKrEEIIYUSSWIUQQggjksQqhBBCGJEkViGEEMKIJLEKIYQQRiSJVQghhDAiSaxCCCGEEUliFUIIIYxIEqsQQghhRJJYhQC0Wm2yy4ODg7lw4cI7jkYI8SEzy+oAPjRarZauXbsmW/bNN99QsWLFdxyReFMPHz5k/vz5nD17FrVaTeHChWnZsiVdunTBzCzxV+PChQt8++23nD17FhMTk2TbuXXrFkOGDGHGjBmUL1/+rWI6ffo0wcHBtGjR4q3aEUJkHUmsb+DBgwc0a9aMsmXLGix3c3PLoohERl2/fp3evXtTvHhxJkyYgKOjI+fOnWPOnDlcuXKFn3/+Od1tOTs707VrV1xcXN46ruPHj3Pjxg1JrEJ8wCSxvqGqVavSqlWrJMufPHnCxYsXadmyJVevXuXx48dUr16d2NhYTpw4QWBgIIqiULhwYRo0aICVlRUAly5dQq1W4+LiwuHDh1EUhcaNG5M/f34OHTrE9evXKVu2LLVr19aPpgDu3LnD8ePHefnyJcWKFaNx48b68ujoaPbt28eTJ0+ws7OjZMmSVKpUyWD97GrWrFnkz5+fP/74Q78PqlWrRv78+fn+++85deoU1atX19cPDAzk4MGDvHjxgkqVKlGnTh0Azp49y9OnT3F2dsbW1lZfPy4ujn/++Yd79+7h4OBAgwYN8PT01JeHhYXh6+vL06dPcXV1pWbNmsTHx3Pnzh2CgoLYunUrANWrV8fd3Z2rV69y9uxZoqOjyZs3L7Vr1zZKIhdCGJ/8hTWymzdv8sMPP7B7927OnTsHwNy5c7l79y4bN27Uj3JXrlzJrl27WLBgAQB79uxh06ZNAJQvX55Hjx6xatUqihQpwt27dylZsiQrV66kefPmTJ06FYBdu3YxefJkSpYsiaurK6tXr+bSpUt88803xMTE0LNnT2JjY6latSrXrl1jwYIFbNiwAS8vryzYMu+P4OBgLl++zHfffadPqq80b96cefPmcfToUYPE2rFjR/Lnz8+LFy9YvXo148aNo2PHjly/fp2DBw9y48YNihcvjqOjI2q1mn79+vHs2TPq1q3LkSNHWLhwIVu3biVv3rzcvXuXzz//HLVazSeffMK+ffv4/fffmTx5Mn5+fmg0Gvbt2wdAkSJFOHv2LN9//z01a9bEwcGB7du3c/r0aaZPn/5Ot5sQIp0UkSHx8fFKpUqVkvz7+eefFUVRlL179yqVKlVSfv/9dyU8PFzR6XSKVqtV1Gq1QTu+vr5KpUqVlKCgIEVRFGXatGlKq1atlGfPnimKoiiBgYFKpUqVlMmTJysxMTGKoijKX3/9pdSpU0eJj49XXr58qdSpU0dZtmyZvs2jR48qderUUTQajXL27FmlUqVKypUrV/TlDx48UF6+fJmp2+dDcOnSpSTb5r8GDx6sDB48WFGUf/fn1atXFUVRlJiYGGXkyJFKnTp1lISEBEVRFOXx48dKpUqVlJs3byqKoii///67UqdOHSUyMlLfZvfu3ZVVq1YpiqIo/fr1Uzp06KCEhYUpiqIoWq1WOXTokKIoijJz5kzl888/N4jn888/18ejKIoSFxen3Lhx4y23ghAis8iI9Q116tTJYETj7u5uUP7555/rL3YxNTVFpVKxevVqTp06xbNnzwgODgYgMjKSXLlyAZA3b15y584NgIuLCzY2NpQuXVo/qipYsCBqtZqgoCCeP3+OWq3Gz8+PmTNnAhATE4NarebixYsULVoUAG9vb9q0aUOpUqUoUaJEJm6RD8erK4BVquQvilepVGg0GoNlpUqVAsDKyoq6dety+PBhwsLCyJkzZ5L1z549i5OTE7/99pt+mUaj4dChQ3To0IHLly8zYMAAHB0dgcTPR7169VKMt1SpUqxZs4ZffvmFypUrU7FiRdmXQrzHJLG+oeLFi1O3bt101x81ahRXrlyhX79+FC1alIiICCZOnJihPk1NTQFQFIXw8HAA8ufPj7W1tb7OsGHDcHNzw8nJiRUrVrB06VLmzZuHWq2mXLlyzJ8/Hxsbmwz1+7HJkycPAP7+/vqE+V+PHj0y+NL0OgcHBwDi4+OTLQ8KCsLJyQlXV1f9slatWuHg4EBUVBQA+fLlS3e8AwcOxN7ent27d7N+/XoApk6dSvPmzdPdhhDi3ZHE+g5ERERw6tQpJk+ezGeffQaAn5/fW7Xp4eEBoB/BJKd06dLMnj0bnU7HyZMnGTZsGCdOnKBRo0Zv1feHztXVlTx58rBu3TqaNGlicBvNqVOnePr0KZUqVUpx/Vf3tb460vC6QoUKERkZSc+ePZOUKYoCJN5Wk1xiNDMzS3JPrZWVFf3796d///6EhoYydepUFi9eLIlViPeUPCDiHbC1tcXV1ZXjx49z7949zp07x6xZs96qzSJFilC6dGm+//57zpw5Q1BQEJcuXWLKlCncu3cPX19fpk+fzp07d4iKiiImJgYAe3t7Y7ylD5pKpWLMmDFcu3aNMWPGcOPGDfz9/dm1axdjx46lZMmSSb58nD9/nqCgIP766y+2bdtGp06dUry6um3btpw/f5758+fj7+/Pw4cP2b59O7NmzcLExIQuXbqwc+dOVq1axbNnzzh9+jSjR48GEi9cu3btGlevXuXhw4eEh4czatQo/vnnH4KDg/WH+1NK6kKIrCcjViNL7rydqakpI0eOxNvbm/379wPo/3Cn9NCB5Lyqa2JigqmpKT///DM///wzgwYN0tcpWbIkdnZ2uLq6cvLkSf2Vxvnz5+frr7+mWrVqb/zePia1a9fm119/Zdq0afTq1Uu/vHXr1owYMUK/H1/9/zfffENYWBgA9erVM9jmr0ahr9SqVYvJkyczb948/vzzTwBsbGzo378/AIMGDUKj0TB37lzmzp0LQMuWLYHEIxB16tShb9++ACxYsAAXFxe+/fZbfft16tRh2LBhxtsYQgijMlFe/6sgMo1Wq8Xf3x93d/ckt3m8jbi4OIKDg3FycjI43wqJh6FjY2MNzvcJQxEREbx8+ZLcuXOnOArVarU8f/4cOzs7nJycDMouXbpE//792bNnT5KRZGhoKAkJCeTMmTPJl674+HjCwsLIkSMHlpaWBmVRUVHodDr9+VytVktQUBDOzs5J6goh3i+SWIV4QytXrkStVvPPP//g4uJicBWwECL7kkPBQrwhc3Nzbt++TatWreQRhEIIPRmxCiGEEEYkVwULIYQQRiSJVQghhDAiSaxCCCGEEUliFUIIIYxIEqsQQghhRJJYhRBCCCOSxCqEEEIYkSRWIYQQwogksQohhBBGJIlVCCGEMCJJrEIIIYQRSWIVQgghjEgSqxBCCGFEkliFEEIII3rr+VjX7fyb2tXrGSEU8a7ky2Wd1SEIIcRHS0asQgghhBFJYhVCCCGMSBKrEEIIYUSSWIUQQggjksQqhBBCGJEkViGEEMKIJLEKIYQQRvTW97Gmx8uX4Zw+cYyHD/xwcXWjbr2G5MzlAsCD+/e4d+c2AMVLliZf/gIZavvKpQs4OOTAs5DXG8X2tv2/EhcXx/Ejh/B/8phyFStRtlzFN2pHCGMJDAxEpVKRK1eurA5FiGwl00esD+/70aJRLWZ6T+X2rRvM/WUaX/btpi+/e/sWf21az7iRgzm0f2+G2/9j8Xz27N7+xvG9bf+vTJ/6Hd9PHMvtW9e5eO7sG7cj3j8JCQn06dOHPn360K9fP6ZMmcLDhw+zOqw0bdy4kd27d2d1GEJkO5k+Yv35pykULVaCJSvWY2aW2F1sbKy+vEnzljRp3pL+vTql2k5cXBwAFhYWKdaJjorC1s4uxfIYtRprGxuDZentPy3Hj/ryzaQfafrpZ6nWSy6G9JTFxsZiZWVFfHw8pqamqFSG34ni4+NJ0GqxspanKhmboiio1WomTJhAjhw52L59OxMmTGDVqlX6/RAbG4ulpSUmJiaptqXT6YiLi8PKyirJco1Gg3Uy+y8hIYGEhIRUP/uv2tBqtSnW02q1xMbGYpfM70hsbCwWFhYGn6uUYhVCpC5TR6zq6Gh2bttM/6+G6JMqkKFf1PDwMAZ+3oPCeRwpnMeRgZ/3IDw8zKDOhXOnqVe9HCUKulKvejn87t3Rlz15/IgJY4dRrVwRihXIxVf9uhEcFPj2b+5/fpz8DSULunHz+lW+6N2ZkgXdWPzrbIM61coVwWfdKmpXKUWxArmY/O3odMV35fIF6lUvR+8ubSmaz5kNa/+kXNG8dGrdVL++RqNh0jcj8fLIQdH8ORk5ZIDBFxdhPG5ubnh6etK7d2/i4+MJDAwkPDycsWPH0qdPH/r27cuWLVsAOHHiBMOHD2f27Nl0796dgwcP8ttvv9GlSxf96DcgIACALVu20KVLF3r37s3w4cMJDQ0FYOjQoUyZMoWuXbvSq1cvfHx8ko1Lp9Px66+/0qVLF3r06MGgQYOSfAZ++OEHunXrRv/+/enVqxfXr18H4MGDB/Tv358+ffrQpUsXli1bBpBirEKItGVqYn3x4jkAXoWLvnEb/zf5Wx4/fMDOfcfY8c9R7vvd5acpEwzqnDtzil9//5OjZ6+Ty8WV3xfO05fZ29vToHEzDp++yrFzN7h14zp7/97xxvG8btS47zh69hp2dvYsX7uZo2ev0avvAIM6z589ZfK3o5n0gzf/HD5Dr37/lqcWny5Bx32/u3To0p1aderh/eNk1mzayZlTx3n+7CkAy39fyMH9e9l98ASHT1/hwtnTb3VIW6ROURQOHDigP3e5a9cuPDw8WLlyJb/88gsbN24kMjKSuLg4AgICKFiwIFOnTsXd3Z0DBw6wcOFC1q1bx4gRIzA3Nyc6Opr169fz/fffs2zZMpydnfWHb9VqNa6urixbtowpU6awefNmEhISksR048YNzp07h7e3N2vXrqV169ZJ6vTq1Ys1a9awfv16mjRpwrp16wBYt24dpUuXZv369SxdupTSpUvj7++fbKxCiPTJ1EPBkRERAPrDm+vXrCA0JAQTExMGDBqGqalpqutrtVo2rP2TuYuWUbZ84sVAXw4ezvBBnzNt5nz9+v2/GkLpMuX1P387ZijTZ/0KgKOTMw0bN//fz058Ur8RJ48doXuvz43yHq1tbLC2scHK2honp5z6i7JeN3fRMho3a5FkeVrx2dnZ81mbDlw4d4ZSZcpRoVIV7OzseRHwnNweefhr03rKlK3AM39/AIqXLMXfO7fSvGXSP67i7YwaNYr4+Hjs7Oz45ptvMDMz4/Dhw9jZ2TF9+nR9vQsXLgCQL18+2rRpAyQeWTA3N8fb25tq1apRt25dcubMyaFDh8idOzclSpQAoEmTJqxYsYIePXoAUKdOHezs7ChevDg6nY6goCDc3d0N4jp48CC1atWiYMGCADRt2pTXhYWFsWTJEp49e0ZsbCyurq4AFCtWDB8fHxYuXEj58uWpXr068fHxycYqhEifTE2sLq5uAISFhODgkIPIiAj87t3BZ90q+n4xKM3EGhoSDEDpsuX1y8qUq5DYZmgIuVwS/zj897xQkWLFCQ4KJDw8DEdHJ2JjYpg29Tt81q3C3sGB+Ph4qlavacy3mS558uZLdnl640vuvCrAk0cPsbd3YP/exFGOg4MjTs7Oxg1eADBx4kTy58+Pra2tfllERARdu3Ylf/78+mUuLi765PqKpaUlCxYs4ODBg1y6dImNGzfyyy+/kJCQYPB7oFKp0Gq1GYorODhYn1STEx4ezrRp0/jyyy+pWrUqN27cYM2aNQC0b9+ewoULc/r0aZYsWcKRI0cYP358srH+9z0KIVKWqYeCXVzdsLOz5/TJYwB8MXAoXw4enu71nXMm3iZw8/pV/bJXPzs6/Zs8tNr4/5Rfo5BXERwdnQD4beEcDh/cxz9HznL68l0GDhn5xu8nM7xtfPkKeFKqdFl+nrNQ/++bST9mUrTZm5OTk0FSBShSpAhnz56lQIECeHl5ERcXR1RUVJJ1AwICePjwIe3ateP777/Hzs6Oe/fuUa1aNfz9/Xn48CEajYb9+/dTq1atDMVVqlQpjh8/rj8Pevr0aTQajb484n9HjipXroy1tTVXrlzRlx09ehQvLy8GDBhAr169uHPnToqxCiHSJ1NHrGZmZnwxcCjTf5xEyTJlKV6iNPfv3U2xfnx8HBqNBktLS/36rdp2ZNmSBZQsXRZFUfh90TzatO9scDHUwrkzqdewCQ4Ojiz7fQENGjfTl8XGxOLmnhuHHDk4cmg/s3/+P6rVqJ2u/t+FjMSXnE5dezJz+lRq1qlHwybN0cTGEhenwclZDt0ZS2pX+g4bNoy1a9fSv39/YmNjMTU15YcffkhSLy4ujhkzZgCJRx+KFClC3bp1MTMz47PPPmPs2LGoVCocHBzo379/uvp+pU2bNty5c4ehQ4dibm6OpaUlCxcu1Jfnz5+fihUr8sUXX6BSqfSHgQEuX77M/PnzsbGxwcLCggEDBqQYqxAinZS3tHbHbuVxkDrFf3f9w5Q+/b9SAP2/Hn36Kw8CIg3qNWneUl++1/e0fvm5a/eVqtVr6ctq1KqrnL/+QF/epn1npVmLVkouF1cFUPJ7FlSOn7+pLz965pqS37OgvmzE2AlKmbIVksSZUv/p/ZfLxVXZ+rdvsmV2dvYptplafNv3HlHs7OyVx0FqZeCQkcrAISP17e3456jyOEit+D17qQwcMlIBFDs7ewVQJkz5KdVYhfFptVolLCwszXqhoaFKXFxckuUxMTFKSEjIW8UQExOTagxhYWFKVFRUkuWxsbHJrpdSrEKI1JkoiqK8TWJet/Nvalevl2a9+Ph4nj97ipt77jcaEYaGBKNSqQwOAf+XTqcj4PkzcnvkSfItX6fTERwUiKube7LrZjVjxKfRaAh8EUBujzwGo/nk5Msl97oKIURmeWeJVbw/JLEKIUTmkYfwCyGEEEYkiVWINCQkKNy+H5Lh9QJDogkJi8mEiDIuKjqOx88isjoMIbIFSaxCpCEiSsMXE5J/mP2Bkw8Z+dP+ZMvWbr/OP8cfGCUGv8dhbN57S/86VqNl7p9nSdClfCbnv7FduBHAvD8zNjlEevoQQiQliVWIDNDEJaD7z2UJVct6MLxP1SR14uKTPnoQIEaT9sMfdIpClDreoJ8XwdEcPvNY/zpeq2PznlukdolEcrFBYsJMj9T6SOl9xGq0BnELkR29k/lYhfgY/PDrMfYff0BuVzvGDahBxVLu3LgXzLZ9d/hpdD0SEhTmrDjDtv2Jk0BYW5nRp305AO48CGXKvCOEhMfgld+J/p3KU7FU0qvAt+2/w8ylp7G2SvzVHNKrCi3rF+b7+UeJidXStO86yhZzxdoq8dm9LfpvAGD7b50Y8X/7qFwmN6cuPiVem8BX3SrpYwN4EhBB33E78HscTv3qBRjcozKuOW3oO24HEwfXwSu/I4oCzfqtY+O8dsxcejpJH4+evkz2fTz0f8l3cw4TGBJNTKyWfh3K0ad92czbGUK8xySxCpFOdSrnY/yXNdm2/zZ//XObiqXcidcmoI5NfPLXvuMPOHPlGcu9P8Mzbw6mLTquX/f3DRfp16EcDWsW5PTlpyxZf5HFU5sn6aNa+Tzs/qMzdrYWXLsTxKDJe/i0nheTvq7Dht03mDOxMSaYEBkdh+/pR+xY0hkzMxNUJonL7jwIZWjvKtjbWvAkIEIfG4BWq+ObgbVwdbbh5yWn+OfofXq0KU1EVBwJOp2+XkysFkVRGN2/epI+Unof63Zep3KZ3AzrXYWo6DhuvcE5aSE+FpJYhUin+tULAFC6qCvrd95IUn7u2nMa1vTEK78jAHY2ifOihr2M5fTlZ9jbWXLi4lMSEnTcuBdMeEQsjg5Jp1Ccv+ocN+4FExgSDUBcXAKvbs1W/e8H/WvVv8sAerQuTemiiRNBPAkwvFipYF5Hinom3gfeuHZBNu+9RY82pVN8v6/3kdr7KFYoJ7+tu4CFuSnlS7hRrbxHiu0K8bGTxCpEBpmaJv+YQXNTFXbWSScZD32ZeGVw91al9cmqd7uy2NokrfvNjINUK5+HORMaY21lRrN+6/UPPNElcxHRm57OjI9PIDb23/OkSioXKL3qI7X30a5JMYoUcOLkpafMWXGGCiXdGP/lu5/sQoj3gVy8JISRVC6TmyNnHxP2MpbwiFjuPEycsDxfbgccHay4fT+EQvkcKeCRg6cBkahUhglaUSAkPJaKpdxxdrTmyu1AfZlbLlueB0aRkKCgUxRsrMyxtjIjMCQ63RcLqWMTL4iKjI5j3/EHVCqdeI63iKcz9x6HoShw9uozff3X+0jtfRw7/4SC+ZwY0LkCA7tV5MqtwJTCEOKjJyPWD8ipQzupXr9lVoeR7aTjOfgAVC3nweptV2n9lQ/WVma45kycCcfC3BTvsQ3w+fsmf/51heeBUXjld6RmxbxJ+vmic3lGTzuAtZUZxQr9O5FCoXxOFC7gxKf911PCKxdzJjame6vS9Bu/E0i8sCixjZSDvXYniDZfbSI8IpbSRV3o3roMAG0aF+WnRSfw/u0k1cp56NsxNTVJ0kdK7+PyzUC+/cWX3K522FiZMSyZq5GFyC7kkYYfEGMlVnmkYeZJHHXG4ORglewh4xiNFkWnYGNtnmIbMbFaNHHaZM+/RkXHYWVlhplp4sGmV7fOWFmm7zuyOiYedayWXE6GnwFtgo5odTw57JM+xzu5PpJ7H3HxCcTEapNtQ4jsREasQqShbtdVWR3CB2nZ9JYULuCU1WEI8c5JYhUiDUfW9czqEIQQHxC5eEkIIYQwIhmxCpEGb2/vrA5BCJGKcePGZXUIBj66xKrVamlar5r+tb29PVWr16LfgMG455ab1sWbGfl5tbQrZUOzlp5m3Li6WR2GyMa8vY9kdQhJfHSHghVF4e7tm5SvWJkvBg6hXsMmbNqwhg6tGhMeHpbV4QkhhPjIfXQj1leqVa9Fp269AKjXoAmtmtblzMnjNGmeeLvKjWtXOLR/L2FhoZQqU47P2nTAzMwMdXQ027f60LhpC8LCQrly6QJFihWnTNkKXDh3hhPHfImMjKSAZ0EaNm6Om3tuACIjI9i2eSP3/e6Sv0BBPmvTnpy5Eh8t9/C+H2dOHadR00/ZsXUzLwKe07J1O0qWNs5Dyl+qY/lhsy//XLrHyxgNHWuUYlL7euSwSXq7hhBCiMz10SbW/8qTNx8AL/83Yt28cS0jBvenXIVK5PbIw5KFczl7+gQ/zZhHRMRLxg4fROVqNTh3+iQAA4eO4tb1a4wa+iX1GzYlh6MjPutWcezwIRb+sYqw0BA+a1qXxw8f0LBxc/5YPJ95s6azbc9h8uUvwNUrFxk97Cvs7OzJV8ATCwsLfp3zM4uWrqFFq7Zv/f5GrdzDP1f89K99Tl5HUWBWr2Zv3bYQQoiM+egTa4xazewZ/wdAxSrVCA8P47txIxg34XsGDx8DwIF9fzNkQB8m/zhDv56bW26OnrlGgYKF0Gq1dGnbnE8aNObP9X8BEBcXx62b1wD4beFcHj98wNmrfri55yY8PIyaFYozb+Z0ZsxdpG9z2ZpNVK9ZB4B+PTqwb+8uoyTW/yZVUECBbWdvYmFmipW5GVYWZliamWJpboaVuRmFXO1RqUywsTTH1tICG0szbCzMsbE01y+ztTTHyuKj/3gIIYTRfbR/OadMGMNM76k8f/YUgJnzfsOrcFFOnzxGVFQkt2/d4PuJY4HE5BsVFcmZU8cpUrQ4AJ9/+TUFChYCwMzMjHIVKvH7onlM/nY0terUo2qNWpQtVxGAM6eOU6deQ/1hYUdHJ5p8+hknTxieVK9Wo7b+5zJlK7Bty8ZMeOcmYKJgqlJRNr8bsfFaYuO1xGkTiIjREPgymmhNDM/DolDHxRMdG486Lh615n//4uJxcbDl+pNA4rU67K0tsLP695+niyM6RcHJzgonW2scbSxxsrMit5M9jjZWuOawwS2HHTnt5elOQojs6aNNrC1bt6f2J/Vxc89N0WIlcHJOfO5qaEjiPJEFvQpjY2Orrz9hyk945MmbbFsAo8dPwiFHDv7yWc/y3xcCMHfRMtp26EJocDA163xiUD9/fk/+2b0jxfbMzI236ZuU9Xpt1GpCy0rF6FY7+XO46X2kYYJOITJGQ1RsnP6fWhNPcGQMYdExhEXFEq7W8PRJELefhXDlUSCBEdG8CI8mPDqWOiXzExunpaCrIwVdnfB0yUFRj5wU98iJaw7btAMQQogP0EebWCtXrU6rth2TLM9XIHFOzZq1PzEYQb4S8PxZkmUA1jY2DBv1DcNGfUNwUCBjRwxipvdU2nboQqHCRTjie8Cg/oljh/EqUtQI7yRtM3s1Y9TKPZy6609EjIYO1UsxuUO9t27XVGWCo60VjrYZvwgqQacQFKHmYWAYDwLDeRAYzpl7zzhz7ynbz93BxMSEsgVcqVjQg4oF3fikZAFJtkKIj8JHm1hTUqJkGSpWrsqooV8yfeavFClanMcPH7B+7Z988dUQHJ2ck12vf69OtG7Xiao1aqGJ1RAdFYWrW+K0Wx069+Crft2Y88tPtGnXmf3/7ObMqeP8NGPeO3lPOWys+OOrNu+kr/QyVZng7miLu6Mt1YsaHglY8iW8CI/myuMXXH8SxKZTNxmybA9OdtbUL+VJk7KFaFO1WBZFLowtODiC58/DKV7cA3MjHqkR4n310X3KU5s2C8DU1JTFy9Yy6ZuRdGvfQr+8XIVK2DvkSHF9N/fcDP6il/51o6af8u3kxIuimrdszehvJvHLtB+Y5f0jAAMGDaNLjz7/i+mju134rbk52tLYsRCNyxZieIvEhy/cfhbC0ZuPWXnkCh1m+dCuWgk61yhF++rFszha8aZWrPBl374ruLk5Mn58a1xdcxil3Xv3Arh06SEdOlQHICAgnOHDV/DHH19hZye3mYmsla2njdNoNAS+CCBnzlzY2KZ9GDI+Pp4XAc/J5eKKlVXSX97Y2FieP/PH3d0Daxsbo8ebnaaN0+kUtpy5xZEbj1h26BIDm1Tmq8aV8HJ/97OleHt7y5OXUpDak5d0Oh09e/7K9OndyJcvV7rbjI2Nw8rKItXlx47dYtOmU8yZ0wcArTaB+/df4OXlhqmpqb5/jSYea+vkp7FLqR/xYfH2PiKPNHyfWFpaki9/gXTXNzc3J2++/CmWW1lZUbBQYWOElu2pVCZ0qF6CDtVLML17Qxb9c45mP62lYWlPetQtQ+3iKe8H8X746ae/iI9PYMyY1eTPn4tmzcpz4sRtJk5sD4CPz0nCwqIZMKARS5bs5/79QJ48CSY+PoGyZfMzYUI7TExMuH37GTNn7iQ8PBqVyoTevT/hzz8Po9MpdOkyh/z5czFxYjsmTdrI2rVDAdiy5TTr158AwMPDiUmTOuDsbJdqP0IYixyjFO89G0tzRn1Wg7vzBtOpZim+XXeIBt+v4sDVB1kdmkjFqFGJR1f++ONLvL27ExenJTY2Xl8eGxuvfx0bG49Wm8DMmb1YuvQrbt58ip/fi/+tf5BatYqxcuVgZs3qhZOTHV9/3QwPDyfWrh2Kt3d3dDoFnS7x4Ft0dCzr15/g++87smzZVzg727F798U0+xHCWCSxig9Kg9KeHPm+N5M61GX61uO0nL6eiw8CsjoskYxXo0CVSpWuEWH58p64uztib29Nvny5uH//BSEhkTx6FET79lWxsrLAw8OZ6tWL6NdJru0zZ+6RO7cTJUrkxc7OmiZNynHs2K1U+xHCmLL1oWDx4apXqgD1ShXgyI1H9F+8k9L5XZjduwnOdu//+ePsLCFBl656KlVisgwLiwbAzMw0SZ2Urg5JSFAwNf13zKBSmaDVJqTajxDGJCNW8UGrW7IA573706hMQWpP+pP/23I0q0Mi4EUoR09ezpS2b919zNXrfmlX/A//Z0GcPHMtU+LJCE9PF54/Dyc2No7w8Ghu3PBPc528eZ1RqUzYseM8CQkJvHwZzeXLD3F3dyQsLBqtNgGdzjBZV6tWGH//EB4+DESjiWf//qvUqiW3b4l3R0asH5hTh3amWccYVw5/aHrWLUvPumX5boMvhYf8ytKBn/FJyfRfmGZMR09epvsXP6AJPJjsIdDb9x7TsNVwls4fT9OGVVNsZ/ma3RQulIc6Ncrply34fQt+D56y22dGiuu9buee40yY+jshD3Zl7I0YyatNUKyYB+7ujvTqtQCVyoRcuRzInTv5dV6NJK2sLBg1qiVz5uxm8+bT6HQK3bvXplWrynh4ONGjx3w8PJyZNKm9fl17e2s++6wSY8euQaUywcHBhv79G6TajxDGJIn1A5IdE2ZGTe1cj771yvH54p0Uye3MkgEt0l7pHXN2dODrAe3wLOCear05i3zo2KaeQWL9kFhZWbBx4wj9axMTE6ZP70ZYWBT29tYGh3eHDm1usO6PP3bR/1ylSmFWrx5CeHg0dnZW+odMTJ/ejcjIGKytLTAzMzXoq2fPunTsWB21Og5nZ7t09SOEsUhiFR+dQm5OHJrck9VHr2LW5UfWDWtHxxol33kcT58H89fOI/g/DaRurfK0aFIDAFsbK9xcnMlhn/gH/979pxw/dYWeXZpy+twN7vr5Y2NjSUjoSy5cusPyNbsB6NGpib7tG7cfsv3vY5iZmtKtY2M83P+9T1RRFLbuOsrJM9dwcLDlRWCYQVzHTl3h1NnrBAWHY21lSZ2a5WhQtyImJiYcOXGJgBehdGprOMJbvWEvpUoUpELZt39Mp5OTXdqVXmNiYpLsevapTPZgZWUh96mKLCHnWD8g6TkMLP7Vo04Z4tZOYNOpm3SctQltMhfOjF9zINnlxlCuVh9Wb/iHNT77aNv9WxYv2wrAy8hovhw+g3sPEs8xXrxyhy+G/UzzDqP5pMUQ+g/1Zu/BswQGhXHp6l18th7CZ+sh4uO1AOz3PUf52n3Zs/80f6zciWeZjjwLCNb3+8Wwn+ncdzJ7D57lwqU7/LZ8m0FcP81chc9WX14EhXHu0i2adxjNjHnrAAgOiaDHgKncuP1QX//kmWv0+3q6vn8hROoksYqPmkplwoYR7elSsxQ2Paax6dRNg/Jjt55QauTiTOl7z+ZfOH3gN+6cW0ur5rWYMPX3JBfa/FfdWuUJuLMNTeBBFs8aRYlinvTr2YLdPjPY7TMDG5vEp30V8vTg1tk1+O6cz4XDS7G3s+Gfg2cAOH7qKivX7WGe9zAuHV3GltX/xzzvYQb9bFz+A6cP/MaKhd+yc8PPDB/YkZXr9gDwWbOauLo4sWzVv+djf1uxncoVilO10rsf9QvxIZLEKrKF9tVLELduAqfv+tNh5ib98tGf1eBpaATTtx43ep+VKyQ+49jGxoqWzWoSGaUmKDg8xfrfjuyJs5MDJiYm+sfyJaeQpweFPD30bZcpVYjLVxOvFD7xv6t/u3dqkuK9oxFR0UyYuoR6LYdQqFwn5izy4fmLxOkUzc3NGNS/LfN+20RklJqAF6Gs9dnHkAHtk21LCJGUJFaRrczo2ZhutUtj2vlH/jpzizZVi6HWaJn21zFu+AdlWr+OOewB0MTFp1Ez4ywtzFFIvKkz/GUkhTw9sLdL/lnVYeGRlKnRm517T9Kzc1OWL/yW0UMML+Dp0y3xAh+frYf4c93f2NvZ0LZl8s8DFkIkJYlVZDvtqhUnYcNEVh+9Sq9ft1G/tCcRMXHUmfRnpvV57OQVAIOLjNJiZWmBNj75BxukpFb1stx/+Iyw8Mhky0+evU5klJrNK3/k854t+aRWeQoW8DCo4+Gei05tGzDr1w3MX7KZEYM7vfFFQOfO3eTevbTvV42OjmH58p1otcY9j3vu3E3u3n2S7vp37z7h/PlbaVd8Q+fP3yI6OibT2s+o9O6f9Mro9ouOjsnU7Z1VJLGKbCU0MpZ7AaGcv/+cwU2r4GxrxfUngViYmRIbp6XNzxuN1tfh45d4FhDM0lU7Wb5mN4P6t032CUIpqVe7PDv2nuDe/adcvHKHhIS0k2zt6mUAGDRqFqfP3cBn6yHmLPLRlxcrnA+AjVsPcvveYzZt82Xmr+uTtDOwXxvu+D0hMCiMvt0/TXfMr5s9ewN//XU4zXr37vnTr99PBL52BXN63L79iFatxqbY/9atR9Ld1tatR5g1K+n2MIbbtx/Rps14QkMjMqX9N5He/ZNeGd1+ISEvadNmPLdvPzJaDO8Dud1GZCve248za8dJTFUqzE1VWJqbo1MU4rQ64tBx5OYjlh+6RN/65d+4j1fnNnsMmEpgUGKiaNOiDt9/08+wHiYG9V/Xo1MTfI9domS1HgCEPdxNSo/cfdWWg70t3t8PZNzkRWze7ou9nQ01qpbSn9v1KpiH8cO7M2XaMqZMW4arixPlyxROcu63ZrXS2NvZ0KJpDfLkdsnwNkhOVJQauxQOUZcrVwSt9miq55YB1OpY/UVc/y7T4Ot7Ic3+k1v3lcjIaOztU586MrX10xIYGMqnn45m8eIx5MvnlmydiIhoHBySjyHuf6cQLCzMky2PjdVgZWVJfLwWU1MVKpXhmCk+XotWm5DiFHqQ+v5Jq//0bL/k5M/vzuLFY/j009GcOrUEF5d3Py1kZpARq8hWvLs35OacQczu04QqhfMQGROLouhAARQIi9Yw8PfdBEeo37iPDq3rERd0iIdXfLhxejVPb/7FxhU/kMMh8T7M3G45iQs6RK3/jS5f1X89wZYp5cXpA7/x7NZWwh/9ja2tNfO8hyd56tLeLbOYPW2I/vWIQZ0IfbCbm2dWE3hvOzs3/Gzw1KUfJvQn5MEubpxezcMrPknKAc5fuk1klJqB/dq88XZ45eTJaxQr1gV7+0YUK9bFYHTy4MEzHBwa4eDQCCenpsleNZ0vXxtWrNiFl1dHbG0bMGzYbH3ZrFnr+OSTQURGqvXtXL5812D9+/ef0bDhEGxtG1C16ucGh4YfPw6gXLleODg0xsurI8ePXzFY9+HD5wwaNIN8+dpga9uADh2+JTAwFIDQ0AgcHBpx8eIdff3Vq/dQqVLfJO9h1qz11K9fkRYtahksV6tjGTBgOm5uLciRozEODo3w9w/Ul4eFRdCp00QsLT/B0vITOnWaSFhY4oj3/PlbFCvWhU8/HYW1dX2WLdtJzpzNqFdvsH59jSaOIUNmYWFRFxub+vTp8yOxsZp075/U+k9r+6V3+7RoUYt69Sowe/aGJNvtQyWJ9R1QR0ezfs0K/J88xmfdKqZOGs+alUuJi4szSvsv1bGMWrWHMqN+Jf+gmYxatYeX6lijtP0xKuzuzMAmlTk4uSeadRPYNrYzE9vXpmhuJyzNVMQn6PAa8utb92NmZkrhQnlwyeX4Vu3kypkjwyMlOztrvArmSXEEaG9nQ+FCeVI8ND3vt01UKFuUGlVLZzje1x0/foX163/Az88HNzcnZs5cpy/z9MyNn58Pe/bMJjIy+S8z/v6BDB06m1mzhnDlyioGDWqnL/vqq7Zs2TINe3sb/Px88PPzoVSpggbrr1mzl3HjehAWthcrKws2bTqkL5s5cx02NlbcurWOrVunc/Kk4TOVHRxsadGiJnfvbuD+/U1cvXqfrVsTn0ft7OxAgwaV2LBhv77+8uW7aNv2kyTv4eDB89StWz7J8kWL/uLw4UtcvboKne44N26sJW9eV3356NG/4uf3lLNnl3LmzFJu337MmDELgMQJDe7ceUzv3s1p0KAS33yziH375nL06GV9cp43z4fdu09y4cIK7tzZwMmT19i9+2S6909q/ae1/TKyfWrXLsv+/WeTLP9QSWJ9ByIiXjJ2+CBqVizO3FnTOfDP33wzaghjhw80SvujVu7B5+R1XsYkfhP1OXmd7zf5GqXt7KBuyQJM7VKP2/MG83zJSNYNa0dlLw+ehiZ/AdDHTq2OxdTUlMnjk4683sTIkV2oUKEohQrlYcSILmzb9u9ECSYmJri4OOHqmvohwNWrJ9O6dV3KlPGiWLF/nwFtY2NFzpw5AHBxccLFxQkzM8MzXBMn9qFJk2o4OtrTrFl1gxHUli2HGTmyC8WKFaBMGS9GjepqsK6zswMtWtTCysoSZ2cHmjatxqFD5/Xlffu2YPnyXSQkJPD0aRAHD56ne/cmBm28fBnF2bM3KVPGK8n7ypnTgefPg9m16wShoREGSVWr1bJs2U5GjuxC5colqFKlBGPGdGPp0h368+329jZ07tyIsmUL07NnM6pVK4W9vQ3PngX/b7vtpVKlYjx+HMCNGw8oU6YQmzf7GsSQ0v5JT/9pbb/0bB+AsmULc/bsTSIjo5OUfYjkHOs7NGmqN59/+TUAi+bNZPqPk/CevRBLy5TPe6THP1eSznay7/K9t2ozu3Kys6JTzZJ0qpl9H4ZgY2PF8gXfGK29/57vK1nSk8DAMMLCInByckh3GwXSeK5yav57iN3e3kZ/uDk0NAJ//0DKlvVKti5ATIyG8eMXsnz5LnLksCMuLp46df59dnOzZtWJidFw5Mglrlzxo0GDShQsaHiVdUjISwAcHJKev+zVqznR0bHMmbORfv1+okePpixcOBp7e1uCgxPXq1jx35l5KlUqbtDmK8mdV4XEQ+05ctiyY0fifdqOjvb6LyKvpLR/NJr4VPs3MzNLc/ulZ/sA5Mhh9792I97oXO37Rkas71D5ilUwMTHBxMSEpi1aAXDl4vk01soo5dX/hHgv/PdRiFeu+FG0aP4MJdXM4uzsQKFCebh5899zinGv3Wf8yy9r2bPnNFevrubJk62MG9fDoNzS0oIvvmjFunX7WLnyb/r3b5Wkn0KF8uDq6sSNGw+TlKlUKgYPbs/lyys5e3YpJ05cY8GCLQDkypWYAP97zvjVz87O6dt+BQt6UL58Uf744xv9P2/vQQZ1Uto/afWfnu2Xnu0DcPPmQ1xdnfD0TGG6ow+MJNYskiOHIwDPnz9967aa/OcbI4oJmChU8crz1u0KYQzTp6/i4sU7PHjwjLlzN9KiRU2jtu/q6kRkpJrbtx+hVsfy5MmLdK/brFk15s/34dmzIC5evMO8eT4G5TExGjw8cuHoaMc//5xmypSlxMYaXhvRo0czfv99Oxcu3KZVq9rJ9tO0aTUuXbqbZHl4eCRB/7tyvEiRfFhZWehH1GZmZnTp0oi5c324desRN28+ZNas9XTr1iTJ4e6U9O3bghUrdrF16xG0Wi1RUeoko92U9k96+k9r+6V3+1y+fI/mzWuk6z19CCSxZpFTJ44BkL9AwTRqpm1mr2Y0KeuFg7UlmECTskW4+TSI+y9C37ptId5Wo0ZVaNZsBIUKdeD58xCGDu2YpE5KtxFB4uHblG5JAsiTx4VOnRpSvHhX3N1bsmDBZoPy/x7qNDExMXg9fHhnrl27T548rWnVaiy1apU1mKP1889b8vjxCxwdmzBw4C+MGtWV589DDNqvUKEoJUsW5Kuv2mJrm/xsO716NefXXzfpryh+Zd++s7i6tsDNrQX58rWhYsWiDB/eWV8+e/YwzM1NKVGiKyVLdsPW1ppZs4Ymad/U1NRgG736efDg9gwc2I62bcfj7NwMe/tGLF9ueAV4avsnrf7T2n7p2T4vXoQyf74PPXo0TXbbfYhMFEV5q6OG63b+Te3q9YwUzscp4PkzqpYtzMhxE/msTQcuXzzPvJnTsXdwYNuew8meG0nOqUM70z0n6+WHAQxeupONIzrj4WxvUJYvV8pTbYmkvL29Gfl5tawO4700a+lpxo1L+3GHOp2Op0+DyJvXNdUk+TaCgsJwdLTXz9eaXgkJCbx4EUru3LmSjU2n0xEYGIa7e85k14+MjCZPntb4+i4wOB/5uvnzfdix4zi7d/9iMOLUaOJ48iQQT0/3FEeiwcHhqFSqdB8Cfp1GE8fz5yHkzeuSbB9p7Z/U+k9r+6W2fbRaLU2bjqBNm7oMGZL0C1d6eHsfYdy4cW+0bmaRi5feoXWrljPL+0cAKlerwZwFS9OdVDOqnKc7P3VrTLd5Pvw1phtOtm92Y7sQxqBSqVJ8MIKxvOnDBUxNTfHwSPkhGCqVKtmk+uJFKFu2+LJt21EaNKiUalIFGDKkI0+eBPLwYQCFC+fVL7e0tDB4nZxcb3nLlqWlRarnL9PaP6n1n9L2S8/28fN7SqVKxd84qb6vJLG+Qwt+X0XhookfLkfHzH/CSN0SBRjXujZd525k88iu2Fol/9QUIUTGxcRouHXrEU2bVuOLL5K/KOd1P/88OO1KH4n0bJ9ixQp8lNtEEus79i4S6n81r1CUoAg1vRZsZv2wjphn4Fm1QoiUeXrmZu7cEVkdxnsrO28fuXjpHbCysqJN+844OTtnSf+9PilP7WIF+OqPHeh0ciOOEEJkJkms74CjkzPzFi/Hq3DRLIthRMsaONtZM27tP1kWgxBCZAeSWLMR725NiIqJ49u1h9KuLIQQ4o1IYs1GVCoT5vdrwel7T1mw51xWhyOEEB8luXjpA3Pq0M4066R2r6uZqYrtYztTd/Kf5LCxpEfdMsYMTwghsj1JrB+Q9D4cIi22Vub8M7E7dSf/SS4HG5qVTzrrhjA0a+nprA7hveXtfSSrQxDivSKJNZvKaW/NvondqTPpT9YNb0fVwklnnBD/kicvJS+9T14SIrO8j1/s5BxrNubhbM/ub7vSefZmbj8LSXsFIYQQaZLEms0V88jJhhHt+fSndTzLphN7CyGEMUliFVQt7MGC/s1p8uMawqNjszocIYT4oEliFQA0K+/F5I6f0Oz/1hIbp017BSGEEMl664uXurZsbow4xHugY40SBL6Mpu0vPuwc3wVTVeZM7yWEEB8zGbEKA4ObVaZcATf6LNjG283UK4QQ2ZMkVpHE9O4NABi7en8WRyKEEB8eSawiWSsGt+bakyB59KF4a8HBEVy9+pj4eDl3L7IHSawiWaYqE/4a3ZFVR67gc/JmVocjPlArVvgybNgKli/3JSws2mjt3rsXwKZNp/SvAwLC6dJlDlFRclW7yHqSWEWKrCzM2DOhG9/7HObgtYdZHY74wOh0Ovbtu8L06d2YNasXrq450rVebGxcmssDAsI5duyW/nWuXPb88EMnrK3NDfqPidFkuB8h3pY80lCkytHWin/+9+jDTaM6UKGge1aHJD4QP/30F/HxCYwZs5r8+XPRrFl5Tpy4zcSJ7QHw8TlJWFg0AwY0YsmS/dy/H8iTJ8HExydQtmx+Jkxoh4mJCbdvP2PmzJ2Eh0ejUpnQu/cn/PnnYXQ6hS5d5pA/fy4mTmzHpEkbWbt2KABbtpxm/foTAHh4ODFpUgecne1S7UcIY5ERq0iTh7M928Z2pt0vPvgFhGV1OOIDMWpU4qQRf/zxJd7e3YmL0xIbG68vj42N17+OjY1Hq01g5sxeLF36FTdvPsXP78X/1j9IrVrFWLlyMLNm9cLJyY6vv26Gh4cTa9cOxdu7Ozqdgk6XeBl7dHQs69ef4PvvO7Js2Vc4O9uxe/fFNPsRwlgksYp0KZ3fhVVD2tDsp7WERMZkdTjiA/BqFKhSqdI1Iixf3hN3d0fs7a3Jly8X9++/ICQkkkePgmjfvipWVhZ4eDhTvXoR/TrJtX3mzD1y53aiRIm82NlZ06RJOYPDxsn1I4QxSWIV6Va7eD5m9mpMkx/XEP2fkYcQ6ZWQoEtXPdX/Hk7y6oInMzPTJHVSus86IUHB1PTfP20qlQlabUKq/QhhTJJYRYa0qlyU7nVK02bGRhJ08gSJD0VgUBg7957gxq0HadbVaOLwPXaRlxFRANy+95hLV+++dQyeni48fx5ObGwc4eHR3Ljhn+Y6efM6o1KZsGPHeRISEnj5MprLlx/i7u5IWFg0Wm0COp1hsq5WrTD+/iE8fBiIRhPP/v1XqVWr2FvHL0R6SWIVGTayZXVK5s3F54t2ZHUoIh3GTlpI3pLt6P3V//HTrNVp1g8Nj6RJ25FcvXEfgEVLtzJu8qI37v/VkdpixTxwd3ekV68FfPXV70RGpnxrzKuRpJWVBaNGtWTr1rN07z6fL75YwsOHQXh5ueHh4USPHvMZPdrwPdnbW/PZZ5UYO3YNvXsv4OHDIFq0qJhqP0IYk4miyIPrRMYpCrSf6UN5Tzcmdfi4J7r29vb+YCc6j4xSk7NgC1Yv+Y5ObRuQkJCAqWnSw6r/9fxFCAVKd+DgjrnUrl6W4d/M4+bth+zdMitJ3TeZ6DwsLAp7e+tkD++mRFEUwsOjsbOzwtz835sZIiNjsLa2SLat2Ng41Oo4nJ3tMhSf+LB4ex9h3LhxWR2GARmxijdiYgLrhrVjzyU/Npy4kdXhiGRERcXw44w/AQgIDGX5mt2EhEZw6OgFDhw+b1B3666jnLt4K7lmjM7JyS5DSRUSL4RycrIzSKpAqgnayspCkqrIEnIfq3hjluam7BrflWrfLiO3ox11S+bP6pDEf0SrY9hz4AwAO/4+jrm5GdWrlOLPdXuIjdXQ8JNK+rrTZq2mSf0qVK5QPKvCFeKjISNW8Vac7KzY/W0Xus/7i5v+wVkdjvgPN1dnfpk6CIBNK6ey22cGJYoWyOKohPj4SWIVb62wuzPrh7ejzYyNhMmzWoUQ2ZwkVmEUtYrn47v2dfjMez3x2vTdqyiEEB8jSazCaHrULUPVwnnot2h7VociUmFna01YeGSS5Zn5uNy4uHj+/vskixZt4fz59F8kdffuE7ZvP8r27Ud5+PB5hstfd/78LaKj358nh507d5N799K+nze97t59kqHtGx0dk6H6In0ksQqj+qVnI4Ii1MzZdTqrQxEpaFSvMoeOXmTfobNcvHKHMd8t5OKVOyk+ycgYxo9fxPDhc7l27T6nTl1P93o3bjxgzZp/+OKL6ezefTLD5f91+/Yj2rQZT2hoRIbjzyyzZ2/gr78OG629rVuPMGvW+nTXDwl5SZs247l9+5HRYhCSWIWRqVQmbBrVgd/2XWDvJb+sDkf8z3+fp9vwk0q0aVGHFp3GUq3hlzx49Iy8Hi5JRqwmGG8Ie+DAOby9B7FgwWgGD26f7vVat67Lhg1TqVGj9BuVvxIYGMqnn45m8eIx5MvnlmydiIiU54uNi4snLi7lx3jGxiZOTxcfr03yJKhXy1Obwg4gKkr9xv1HRr7ZXLf587uzePEYPv10NEFBMsGGsUhiFUZnZ2XB7m+78sVvu7jzLCSrw8nWGtevQlzQIRzsbfXL7O1s2LjiB55c38yLu9vZtPJH7l/eyA8T+gOQ2y0ncUGHqFW9DABzpg1N9uEQ6TF69HwcHBpx5co92rYdj4NDI2bMWKMv799/GosWbdG/XrhwC/37T3ujvlIza9Z66tevSIsWtQyWq9WxDBgwHTe3FuTI0RgHh0b4+wfqy8PCIujUaSKWlp9gafkJnTpNJCwsccR7/vwtihXrwqefjsLauj7Llu0kZ85m1Ks3WL++RhPHkCGzsLCoi41Nffr0+VGfhF85efIaxYp1wd6+EcWKdTEYPabWP8DjxwGUK9cLB4fGeHl15PjxK/qy0NAIHBwacfHiHf2y1av3UKlSX4P+W7SoRb16FZg9e8ObbFqRDEmsIlMUdHVk5det+cx7A1EyofR7yc3VGSdH+0zt44cfvsDPzwd7ext27pyBn58Pgwa105dHRqoNJhzXaOKIjEx55PamDh48T9265ZMsX7ToLw4fvsTVq6vQ6Y5z48Za8uZ11ZePHv0rfn5POXt2KWfOLOX27ceMGbMASJxQ4M6dx/Tu3ZwGDSrxzTeL2LdvLkePXtYn53nzfNi9+yQXLqzgzp0NnDx5Lckh6+PHr7B+/Q/4+fng5ubEzJnr0tU/wMyZ67CxseLWrXVs3Tqdkyev6cucnR1o0KASGzbs1y9bvnwXbdt+kmQ71K5dlv37z2Zwq4qUSGIVmaZeqQL0rV+ObnP/yupQRBaxsbHCxcUJa2tLcubMgYuLE7a21u80hpcvozh79iZlynglKcuZ04Hnz4PZtesEoaERBklVq9WybNlORo7sQuXKJahSpQRjxnRj6dIdJCQkzpZjb29D586NKFu2MD17NqNatVLY29vw7FniPd2rV++lUqViPH4cwI0bDyhTphCbN/saxDByZBcqVChKoUJ5GDGiC9u2HU13/1u2HGbkyC4UK1aAMmW8GDWqq0Hbffu2YPnyXSQkJPD0aRAHD56ne/cmSbZD2bKFOXv25hsfUhaGJLGKTDW+TeKht5+3ncjiSER2FRLyEgAHB5skZb16NWfatIHMmbORXLma07Pn9/rkEhycuF7Fiv/OjFOpUnGDNl8xNVWhUiX9c/rgwTMCAkLYseM4O3Ycx9HR3iB5AwbrlSzpSWBgGGFhEWn2Hxoagb9/IGXL/vuF4fW5aZs1q05MjIYjRy6xadMhGjSoRMGCHknizJHD7n/tvj8Xdn3IJLGKTLd2WFuWHryE73W58lAkpVb/+1CRzJgTpFChPLi6OnHjxsMkZSqVisGD23P58krOnl3KiRPXWLAg8Zxvrlw5ALh8+d8p81797OzskK6+Cxb0oHz5ovzxxzf6f97egwzqxMdr9T9fueJH0aL5cXJySLN/Z2cHChXKw82b//5evX6Bk6WlBV980Yp16/axcuXf9O/fKtk4b958iKurE56eudP1vkTqJLGKTGdnZcHWMZ3o9es2XoTLoSbxr3LlCnPw4HliYjScPn0db++Up7WLi4tHo0n5fH1q5U2bVuPSpaRzyoaHR+qvhi1SJB9WVhb6q3rNzMzo0qURc+f6cOvWI27efMisWevp1q0JZmbpe8x6374tWLFiF1u3HkGr1RIVpU4y2p0+fRUXL97hwYNnzJ27kRYtaqa7/2bNqjF/vg/PngVx8eId5s3zSRJDjx7N+P337Vy4cJtWrWonG+fly/do3rxGut6TSJskVvFOlMibi1m9G9P2l41oE+TJTCJR27af4O8fhI1NfQYM8ObTT2umOEfqiBFzsbKqx5Ur9zJc3qtXc379dROBgaEGy/ftO4urawvc3FqQL18bKlYsyvDhnfXls2cPw9zclBIlulKyZDdsba2ZNWtokvZNTU0NDsO++nnw4PYMHNiOtm3H4+zcDHv7Rixfvstg3UaNqtCs2QgKFerA8+chDB3aMd39Dx/emWvX7pMnT2tatRpLrVplk2y/ChWKUrJkQb76qm2y57dfvAhl/nwfevRomux2FRkn87GKd+qrJbuxt7ZgRs9GWR1Kun3I87FmtjeZj/V1iqIQEvKSXLkcjRNUCubP92HHjuPs3v2LwYhTo4njyZNAPD3dUxyJBgeHo1Kp0n0I+HUaTRzPn4eQN69Lsn3odDqePg0ib17XJOdJ0+o/ISGBFy9CyZ07V7LrRkZGkydPa3x9Fxicr4XEC6SaNh1BmzZ1GTKkY5J1PwQyH6vI9ub0acKO83fZf+VBVoci3hMmJiaZnlQBhgzpSPnyRXj4MMBguaWlBYUL50318G6uXI5vnFRf9eHpmTvFPlQqFfnyuSWbGNPq39TUFA8PlyTrvngRyqJFW+jYcSINGlRKklQB/PyeUqlS8Q82qb6vJLGKd8rKwoxNIzvQd+F2giOMf7+iEKn5+efBFC6cN6vDeCdiYjTcuvWIpk2rsXr15GTrFCtWgJ9/HpxsmXhzMtG5eOdK53dhYvs6dJ37F/u+657V4QjxUfL0zM3cuSOyOoxsSUasIkt82bgiOWwsmb1THtYvhPi4SGIVWWb5oFYs2HuOa4+DsjoUIYQwGkmsIsvYW1uwYnArOs/ZTJw2IavDEUIIo5DEKrJU7eL5qFsiP9+t983qUIQQwigksYosN6NnI9afuM6Ze8+yOhQhhHhr8oAI8V44cPUBX/2+m+uzvsLCzDSrwzHg7e2d1SEIIVLxvj0gQhKreG/0X7wTRxsrfun14TyVSQghXieHgsV7Y3bvJqw9do2Td/yzOhQhhHhjkljFe8Pe2oLfBnzKl0t2pV1ZCCHeU5JYxXvls8pFcXe049c9Z7M6FCGEeCOSWMV7Z2H/5kzeeJiwqNi0KwshxHtGEqt47xR2d2ZAo4qMXb0/q0MRQogMk8Qq3kvfta/D7ov3uPTwRVaHIoQQGSKJVbyXbCzN+aVnY76SC5mEEB8YSazivdW1dikszc1YfuhyVocihBDpJolVvNcWffEp3647SGRMXFaHIoQQ6SKJVbzXSubNRcuKRfjpr2NZHYoQQqSLJFbx3pvUoS4L954jJDImq0MRQog0SWIV7718uRz4vEEFvvc5ktWhCCFEmiSxig/ChHa1WX30Kk+CI7I6FCGESJUkVvFByGlvzZDmVZi88XBWhyKEEKmSxCo+GGNb1WTnhbvcfxGW1aEIIUSKJLGKD4atlTnjWtfkm7UHszoUIYRIkSRW8UEZ3LQyR24+5rI86lAI8Z6SxCo+KFYWZkzp+ImMWoUQ7y1JrOKD07d+OS49fMGF+wFZHYoQQiQhiVV8cCzMTJnYvjZTfOQKYSHE+0cSq/gg9W9YgXN+z7n+JCirQxFCCAOSWMUHycLMlG/b1eK7Db5ZHYoQQhiQxCo+WAMaVeT03afceRaS1aEIIYSeJFbxwbIwM2Vky+r8uEVmvhFCvD8ksYoP2oBGFdl5/i7PQiMzrY+EhAT69OlDnz596NevH1OmTOHhw4eZ1l9G7d+/n9GjR7/RurGxscyZMwedTmfkqITIviSxig+avbUFXzauyPStJzKtD0VRUKvVjBgxgkmTJuHs7MyECRMMklFsbCyKoqTZlk6nIzY2NtnlMTHJT4uXkJBAXFzKE71XrVqVIUOGJFmeXD+AQT9xcXGcOHEiSWLVarVERUWl2GdKbcfHx5OQkGCwTFGUFOsL8TEyy+oAhHhbI1pUo+iwhXzf6ROc7KwyrR83Nzfc3d3p3bs3x44dIzAwECsrK3766SceP36MlZUVrVq1ol27dpw4cYKNGzdSoEABzp07x+eff87du3c5cOAAKpUKKysrpk+fjru7O1u2bGH9+vUAeHh46JP30KFDcXZ25saNG6hUKtq3b0/Hjh2TxHXjxg22b9/OTz/9xIkTJ1i5ciVmZmYEBgbi7u7OxIkTcXV15dChQ/z222/69YYOHcqePXsA6NGjBwArVqzg559/5tq1a6hUKiwsLBg3bhylSpVKte3w8HC8vb3x8/MDoHr16owcOZK9e/eyfPlyAIoWLcpXX32Fh4dHpu0jId4HMmIVHzzXHLZ0rF6CWTtPZXpfiqLok2OuXLnYtWsXHh4erFy5kl9++YWNGzcSGRlJXFwcAQEBFCxYkKlTp+Lu7s6BAwdYuHAh69atY8SIEZibmxMdHc369ev5/vvvWbZsGc7OzuzevRsAtVqNq6sry5YtY8qUKWzevDnJaBASR4mvRoRxcXGo1WoGDhzI2rVryZEjB0ePHgXgjz/+4KuvvmL9+vX88ssvODs7M2rUKABWrlzJ2rVrsbKyolevXqxZs4b169fTpEkT1q1bl2bbO3fuxNTUlMWLF7Ns2TJKlixJbGwsK1euZPr06axdu5a8efOyc+fOTN9HQmQ1GbGKj8LoVjWoOXE537arjbVF5nysR40aRXx8PHZ2dnzzzTeYmZlx+PBh7OzsmD59ur7ehQsXAMiXLx9t2rQBQKPRYG5ujre3N9WqVaNu3brkzJmTQ4cOkTt3bkqUKAFAkyZNWLFihX4EWadOHezs7ChevDg6nY6goCDc3d1TjdPNzY1SpUoBUKpUKe7fvw9AwYIFWblyJY8fP6Zq1aoUL16ciIjE+W1VKhUqVeL37LCwMJYsWcKzZ8+IjY3F1dU1zbZ9fX0ZMGAAzs7OADRr1oyjR4+SkJDAypUrAQgNDSUqKooBAwa8yeYX4oMhiVV8FIp55KRuiQIs+uccI1tWz5Q+Jk6cSP78+bG1tdUvi4iIoGvXruTPn1+/zMXFRZ9cX7G0tGTBggUcPHiQS5cusXHjRn755RcSEhIwNTXV11OpVGi1WqPF/N+2p0yZgq+vL5cvX2bKlCn07t2bWrVqAejPD4eHhzNt2jS+/PJLqlatyo0bN1izZk2abUdFRWFmZvjnJCgoiLx589K9e3f9stfrCPExkkPB4qMxplUNZu88jU6X9kVEb8LJyckgqQIUKVKEs2fPUqBAAby8vIiLi0v2op+AgAAePnxIu3bt+P7777Gzs+PevXtUq1YNf39/Hj58iEajYf/+/fpkZ2wHDhygfv36jBo1imrVqnHr1i1sbW1RqVS8ePECnU6nH8FWrlwZa2trrly5kq62CxYsyK5du4iKiiI+Pp4TJ05QunRpHj9+jKIoeHl54eHhgb+/f6a8NyHeJ/L1UXw0ahbLSy4HG3xO3aRzzZJGa9fExCTFsmHDhrF27Vr69+9PbGwspqam/PDDD0nqxcXFMWPGDCBxpFekSBHq1q2LmZkZn332GWPHjkWlUuHg4ED//v3T1XdGY//rr79YunQpNjY2ODo6MnbsWExNTWnevLn+dp0VK1ZQsWJFvvjiC1QqlcFh4NTaHjJkCD/++CP9+vVDpVJRtmxZvv32W7788ksWL15MYGAgsbGx1KxZM9O+OAjxvjBR0nOPgBAfiA0nbjB963Eu/vzFO+03ISGByMhIHB0dU60XFhaGnZ0d5ubmBstjY2NRq9X6c5SZ5dVo2s7OLkn/AFZWiVdVh4eHY25unmSEnpbIyEhMTU2xsbExWB4REYGVlRUWFhZvGroQHwxJrOKjotMpFBg0j40j21OjaN6sDkcIkQ3JOVbxUVGpTBj6aVVm7zyd1aEIIbIpSazio/NV40r8feke/iERWR2KECIbksQqPjr21hb0qVeOubvPZHUoQohsSM6xio+SX0AYlcb/wbPfhmNjaZ72CmmID/Z9+6AymXmuenh7ezNuXN2sDiWbqpHVAYj3hIxYxUfJy92JWsXysfJw+u7DFEIIY5HEKj5awz6tyvw9Z7M6DCFENiOJVXy0mpQrhCY+gX1X7md1KEKIbEQSq/iojWxZTS5iEkK8U5JYxUetT71yHLv1BL+AsKwORQiRTUhiFR81G0tz+tQrx69yrlUI8Y5IYhUfvSHNqrDc9zJqTXxWhyKEyAYksYqP3qtbb1b4Xs7qULJcQkICOp0uq8MQ4qMm08aJbGFI8yp8vXQPg5pWzupQssTcuRtZsmQbN248wNXViU6dGtKvX0sqVCiqr1OjxgAiIqKTrHv+/DKsrCzfZbhCfNAksYpsoWk5LwAOXH1AwzIFsziad+/vv0/SokVNfv55EIGBYUyfvpo//9zNs2fbsbNLnOLt+vX7NGlSlYYNDb98mJmZZkXIQnywJLGKbMHEBL5uVplf95x7p4l1418HuXvfn/DwKJydHWjdvBYli//bv6Io/LXzKKfOXsPO1ppyZYqgVsfStUMjfZ0r1+7x9/7ThIZFUL5METq2qZ/hZLdjxwzMzf/9dbezs6FTp4ncuPGQqlX/nRT+k08qMHBgu7d4x0IIOccqso1+9cuz/+p9ngS/m1lvFEWhx4Cp+B69SGh4BFt3HqV8nX4cP3VVX6f3wP+jS7/JHD5+mSvX/ejY+zu+HjNbX75m4z9Urv8F23Yf48Gj5/Qe+H8M/2ZehmP5b1IFCAoKByBHDsOJzAMDw7h16xEvXoRmuA8hRCJJrCLbcLCxpHvtMiz859w76c/ExITQB7vZt3U2S+eP5+S+RVQoW5TN230BOHD4POs3H+CPeeM4feA3Nq38kXnew/Trh4VHMnTcXKZO6M+JfxaxccUPbF07jXWb9qPRxL1xXOHhkcydu5EqVUpQrFgBg7Iff1xBiRJdcXdvSY0aA/Dz83/jfoTIruRQsMhWhn5alTqTVjCl4ydYmmf+ucNbdx/x+587uHrjPo/9XxAYFEaxIvkAOH3+BgAdWtdLdt1rN+8TGaXm+q0HjJ64AIBodSyRUWqOnbpKw08qZTgejSaO9u2/5fnzYLZv9zYo8/VdgLu7MyqViosX79Cnz4907TqZM2eWZrgfIbIzGbGKbKVk3lyUze/G+uPXM72v46euUrPJQEJCXzLsqw74rPiB+nUq6MvjNPHk9XDBxsYq2fWDQ14CUMQrHx65c+GROxdFvPIyfcpX5M3jkuF41OpYOnacyNmzN/H1XZBktFqxYjE8PFxwd89J8+Y1mDSpH2fP3kStjs1wX0JkZzJiFdnO4GaV+WnLMXrXK5up/ez65wSuLk74/DkVExMTAHI659CX169bkZ9mreJZQDAe7rkAiNcm6MsLFsgNQL3a5alTo9xbxRIcHE6bNuN59CiAM2eWUrx4gTTXefkyCgALC/kzIURGyIhVZDvtqhbneXgUp+8+zdR+ShUvSGBQGLv+OcnNO4+Yv2Qzm7b56strVCkFQO2mg5g+ZzVfj5nNqAm/6svLlCxEtcol+WLozxw8coFnAcEcP3WV/kO9uXYj/TP2aLVaqlX7guPHrzBjxmCCgsI4evQSR49e4saNBwD8889phgyZxYkTV3ny5AWbNx9i+vRV9OzZDDMzSaxCZIT8xohsR6UyYXDTysz/+yzViuTJtH7atqyLz9ZDtOsxAYDKFYpTopinvtzCwpyjfy9g6owVrNt0gIrlijKgTyt2/3MSAFNTU9Yvm8KIb+bTrP0o/XqVKxTHwcHwat7U6HQK9+8nfono2nWyQVm3bk1Ys2YKDg62bNx4gF9/3aQv69KlEXPnDs/o2xYi2zNRFEXJ6iCEeNdCImPI+9Ucnv42HGc76zTrxwf7vnFfz1+EkJCgI69H2udF+w6eRkjIS7avn26wXKOJ4/mLUFxy5sDWNvl4zXPVw9vbm3Hj6r5RnIqiEBgYRlhYJPnyuabYj0hJjawOQLwnZMQqsqWc9ta0q1achXvPMbF9nUztK7dbzhTLmrYbSb68buTzcOXqDT+2/32cXRt/TlLP0tICz/zumRkmJiYmuLk54+bmnKn9CPGxk3OsItv6ulkVFuw9h06XdQdt2rSoi1ody8Urd8ibx5Wjfy+gcf0qWRaPEOLtyYhVZFs1iuYlp501W8/epl214lkSw8DP2zDw8zZZ0rcQInPIiFVkayNaVmfB3nfzJCYhRPYgiVVkaz3qlOGc3zPuBcizcYUQxiGJVWRrluamfNGwIvN2n83qUIQQHwlJrCLbG/ppFVYeuYJaEw+A7/VHTPvrWBZHJYT4UEliFdle/lw5qFUsH6uOJE7ntmT/BTacvJnFUQkhPlRyVbDI1sKjY3G0tWJw08qMXb2fLxtX5J/LD8iby96g3qylp7MowvQbN64eAN7eR7I2kGxq3Dh5QIRIJE9eEtnWCt/LDFm2hx+71Gdo86p4Dp7HrF6N6b1gBwmKjpjV47M6RCHEB0gSq8jWOszcxObTt3B3tKVJWS/uBoRw5VEg0Zp4lI0T9fXe5pGG78rbPtJQvC0ZsYpEcihYZGt/fNWSq48DuRsQyoYTN9DEx4MJ/O8/QgiRYXLxksjWHG2tOP1TP4q4O6PR/i+pyjEcIcRbkMQqsr1XydXawiJxgYkJ9laWhEfHZm1gQogPkiRWIUhMrid+7KNPrglKApcevsjiqIQQHyJJrEL8T3lPN0782AdTlYqYOG1WhyOE+EBJYhXiP8p7uvHHVy1QFAiOUGd1OEKID5BcFSzEa/rUK0f5Am6UL5i5E4sLIT5OMmIVIhnGSKpqdSz7Dp3l2KkrRojo7Z04cRV//0AePw7g1KlrydY5fvwKR49eSrL87t0nbN9+lO3bj/Lw4fMU+4iOjmH58p1otcY/lJ6e+IV4H0hiFSIT+Gw9RL5S7WnRaSxd+k1hzcZ/yFuyHaFhEW/UXkyMhulzVvPgUcpJLS1TpizF1/cCR45cYsqUpUnKNZo4mjcfSd26g1CrDa+IvnHjAWvW/MMXX0xn9+6TKfZx754//fr9RGBg2BvH+abxC/G+kMQqRCZY8McWenZpivr5fh5d9aFEsQIMGdAeK0uLN2ovKjqGSf+3lMf+b36lsoWFGebmif8sLMyTlB8+fBEAe3sbDhwwnPy9deu6bNgwlRo1SqfaR7lyRdBqj+Lh4ZJinYiIaFJ64Ft8vJaYGM0bxS/E+0ISqxBGttZnHydOX0On07Fqw16u33xADgc73FydsLa2BBJHtFev+xHwIpTN2w+ze98pAB49CWDuYh++/eE35i724ep1PwC27DgMwK69J1i+Zjfb/z6e4bgKFvSgQAF3ChRwx9Mzd5LyzZt96d69Kb17f8qWLYcz1PaDB89wcGiEg0MjnJyaotPpktRZsmQbbm4tyJGjMTlyNGb+fB99mUYTx5Ahs7CwqIuNTX369PmR2FjDBJtW/EK8L+TiJSGMbOfeEwAcP32Ne/efYm9ng4mJCQOGzaBHp6aYmZny3f/9QQ4HOy5euQNA5QrFKZDXjQp1+1GhbFHKlCrE3oNn+cF7BSEPdrH3wBkADh+/zLWbDyhaOB+tmtfKUFwTJvTGySlx1p7XE1N8vJZ16/axYcNUzM3NaNfuGxYvHoNlOkfYnp658fPz4e5df2rV+jJJuY/PQb780pslS8bRuXMjoqLUmJqa6svnzfNh9+6TXLiwAjs7a1q2HMPu3Sdp165euuIX4n0iiVUII1syZyybtvnyfxO/oFmjagBs3p50BBiriePwrvlUrVQCRYHpc1YDcGT3fH1CO3km8SKd3+aMIU+Jtvz8w0A+qVX+jeJyd8+Z7M8AR49eIjJSTVxcPAkJOiIj1Rw6dIFmzaqnq20TExNcXJx4+TI62fKFC7fQu/enfPFFawAcHGwNylev3kulSsV4/DgAgDJlCrF5s69BYk0tfiHeJ5JYhcgi3Ts2pkbVf89ZlitdGICeX/5ImxZ1qFG1tEF5ZvrrryO4ujoxc+Y6APLmdWXLFt90J9a03LjxgL59W6RY/uDBM3LksGXHjsRD3I6O9uTMmcMofQvxrkliFeI90bJpTVb9NpFFy7bSZ9BPAAz9sgO//DhYXyczZnnUarX8+eduVqyYqB8h7thxjO7dp7BgwWjMzd/+z0SRIvk4dOgCvXo1T7a8YEEPypcvyrx5I966LyGymly8JMR7wsTEhM7tGuK7cz7hj/5m0rg+zPttE88CgjEzSzwfGR9v/PtDT568RmSkmsaNq+iXNWxYmchINUeOXEpSPy4uHo0mLkN99OvXkhUrdrFy5d/ExmpQq2MJDg7Xl/ft24IVK3axdesRtFotUVFqQkJevulbEiJLSWIV4j3x/fTlzF64kXv3nxIZpUatjsXezgYLc3OcHO0pU8qLTdt8eez/Qn+1sDFs23aUtm0/wd7+3/OeNjZWdOzYgG3bjiapP2LEXKys6nHlyr0kZSYpTGPbp8+n/N//fUnv3lOxtq6PrW0DFi7coi8fPLg9Awe2o23b8Tg7N8PevhHLl+96+zcnRBaQQ8FCGFlKySUtnvndGTnhV8ZNXgRAzWql+XPxBHL971zj+OHdGTd5EcvX7KZa5ZIc/XuBUeL95ZchyS7fuPHHJMu2bvVOtS0vr7woyokky1UqFd9+25uxY7sTEBCKi4ujwRXH5uZmeHsP4ocf+vP8eQh587pgZiZ/nsSHyUTJjJM2Qnxk4oN930k/Op2OF0FhWFla4ORon2x5YFA4uXLm0B8efsU8Vz28vb0ZN67uO4lVvK5GVgcg3hPylVCI94hKpSK3W8q3kqhUKtzdnN9hREKIjJJzrEIIIYQRSWIVQgghjEgSqxBCCGFEkliFEEIII5LEKoQQQhiRJFYhhBDCiCSxCiGEEEYk97EKkQ6zlp7O6hDSNG5cPQC8vY9kbSDZ1Lhx8oAIkUievCSEEEIYkYxYhUiHd/VIw7chjzTMajJiFYnkHKsQQghhRJJYhRBCCCOSxCqEEEIYkSRWIYQQwogksQohhBBGJIlVCCGEMCJJrEIIIYQRSWIVIhPdvveYS1fvZnUYAJw4cRV//0AePw7g1KlrydY5fvwKR49eeuu+7t59wvnzt966nXcpPdtHiPSQxCpEJlq0dCvjJi9663ZiYjRMn7OaB4+ev3EbU6Ysxdf3AkeOXGLKlKVJyjWaOJo3H0nduoNQq2PfJly2bj3CrFnr36qNdy2t7SNEekliFeIDEBUdw6T/W8pj/xdv3IaFhRnm5on/LCzMk5QfPnwRAHt7Gw4cOJdiO6kl3cjI6FRjiI/XEhOjSTPW1PqIiEi5j7i4eOLi4t+o7bS2jxDpJYlViHdo418H+b+ZKxnz3UKmzV7NjVsPDMofPQlg7mIfvv3hN+Yu9uHqdT8Atuw4DMCuvSdYvmY32/8+nuG+Cxb0oEABdwoUcMfTM3eS8s2bfenevSm9e3/Kli2HDcq+/NKbkSPn0bDhEGxtG1C16ufcvftEX/74cQDlyvXCwaExXl4dOX78isH6Gk0cQ4bMwsKiLjY29enT50diYw0TbL58bVixYhdeXh2xtW3AsGGz9WVqdSwDBkzHza0FOXI0xsGhEf7+gfrysLAIOnWaiKXlJ1hafkKnThMJC4tId/zp2T5CpJckViHeEUVR6DFgKr5HLxIaHsHWnUcpX6cfx09dBeD6zQcUqdiVtT77CQwOZ+X6vdRrORSAvQfOAHD4+GV8th7i4JHzGe5/woTeVKhQlAoVivLtt70MyuLjtaxbt49WrWrTunUdNm8+hEYTpy+Piorhjz+2M25cD8LC9mJlZcGmTYf05TNnrsPGxopbt9axdet0Tp40PEc5b54Pu3ef5MKFFdy5s4GTJ6+xe/dJgzr+/oEMHTqbWbOGcOXKKgYNaqcvW7ToLw4fvsTVq6vQ6Y5z48Za8uZ11ZePHv0rfn5POXt2KWfOLOX27ceMGbMg3fGntX2EyAh5CL8Q74iJiQmhD3ZjZ2cNgE6no0bjgWze7kut6mX4a1fidG9Hds/H0tICgJNnEhPUb3PGkKdEW37+YSCf1Cr/Rv27u+dM9meAo0cvERmpJi4unoQEHZGRag4dukCzZtX1dSZO7EOTJtUAaNasOhcv3tGXbdlymFmzhlKsWAEARo3qyuXL9/Tlq1fvpVKlYjx+HABAmTKF2LzZl3bt6hnEsXr1ZFq1qpMk9pw5HXj+PJhdu07QqlUdg6Sq1WpZtmwnq1dPpnLlEgCMGdONnj1/4LffxmJqappm/GltHyEyQhKrEO/QrbuP+P3PHVy9cZ/H/i8IDAqjWJF8AJQrXRiAnl/+SJsWdahRtTQ1qpZ+J3H99dcRXF2dmDlzHQB587qyZYuvQWI1MTHR/2xvb4NOpwMgNDQCf/9Aypb1SrYuwIMHz8iRw5YdOxIPYTs62pMzZ44kcRQo4J5sfL16NSc6OpY5czbSr99P9OjRlIULR2Nvb0tw8EsAKlYspq9fqVJxAEJCXuLq6pxq/EIYmxwKFuIdOX7qKjWbDCQk9CXDvuqAz4ofqF+ngr68ZdOarPptIoHBYfQZ9BPFKndj9MQFBm1kxvTJWq2WP//czaJFYzhyZBFHjixi4cLRrF+/n/h4bZrrOzs7UKhQHm7efKRf9voFRAULelC+fFH++OMb/T9v70HpjlGlUjF4cHsuX17J2bNLOXHiGgsWbAEgV67EBH358r+3Nb362dnZId19CGEskliFeEd2/XMCVxcnfP6cSud2DalRtTQ5nf8dtZmYmNC5XUN8d84n/NHfTBrXh3m/beJZQDBmZomHM9OT6DLq5MlrREaqady4in5Zw4aViYxUc+TIpXS10axZNebP9+HZsyAuXrzDvHk+BuV9+7ZgxYpdbN16BK1WS1SUmpCQl+mOMTw8kqCgMACKFMmHlZWFfsRpZmZGly6NmDvXh1u3HnHz5kNmzVpPt25NMDOTg3Li3ZPEKsQ7Uqp4QQKDwtj1z0lu3nnE/CWb2bTNV1/+/fTlzF64kXv3nxIZpUatjsXezgYLc3OcHO0pU8qLTdt8eez/Qn+1sDFs23aUtm0/wd7eVr/MxsaKjh0bsG3bUf0ylerfPxcmJiYGr4cP78y1a/fJk6c1rVqNpVatsqhU/x56HTy4PQMHtqNt2/E4OzfD3r4Ry5fvMojD3t4mySHkV/btO4urawvc3FqQL18bKlYsyvDhnfXls2cPw9zclBIlulKyZDdsba2ZNWuoQRupxS+EMZkomXFsSYiPTHyw7xutN/ybedy8/ZC9W2ahVsfSrf/37N53CoDKFYoTrY6lXGkvVi6eyJ9r/2bkhF+JjFIDULNaaUYP6UrLpjUB8Nl6iHGTF+H/LIhqlUty9G/Dw8Tmuerh7e3NuHF13/yNvoWEhARevAgld+5cKSZIjSaO589DyJvXJcOjSY0mjidPAvH0dE9x3eDgcFQqVRYdAq6RBX2K95EkViHS4U0Ta3KevwghIUFHXg+XJGU6nY4XQWFYWVrg5GifbHlgUDi5cubQHx5+JasTq5DEKhLJCQgh3rHcbinfyqFSqdIsd3dzzoywhBBGIicZhBBCCCOSxCqEEEIYkSRWIYQQwogksQohhBBGJIlVCCGEMCJJrEIIIYQRSWIVQgghjEjuYxUiHWYtPZ3VIaRp3Lh6AHh7H8naQLKpcePkAREikTx5SQghhDAiORQshBBCGJEkViGEEMKIJLEKIYQQRiSJVQghhDAiSaxCCCGEEUliFUIIIYxIEqsQQghhRJJYhRBCCCOSxCqEEEIYkSRWIYQQwogksQohhBBGJIlVCCGEMCJJrEIIIYQRSWIVQgghjEgSqxBCCGFEkliFEEIII5LEKoQQQhiRJFYhhBDCiCSxCiGEEEYkiVUIIYQwIkmsQgghhBFJYhVCCCGM6P8BFO6R7nVjB/8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"methods1.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ok, here's the shortcut that is almost always used with methods:\n",
    "\n",
    "`p.birthday()` is the same as `Person.birthday(p)`\n",
    "\n",
    "Python is able to convert the simpler form to the full version because it can lookup the type of `p` and figure out it is a `Person`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "__main__.Person"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(p)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "One implication is that `p.birthday()` is actually passing in one argument (`p`), even though it may not be obvious.  The parameter that `p` is passed to is called the *receiver*.  Our receiver above is named `somebody`, but it is conventional to call it `self`.  Let's redo the above example, using proper OOP style, and adding a second person:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Alice Anderson is 25 years old\n"
     ]
    }
   ],
   "source": [
    "#methods2.png 7\n",
    "class Person:\n",
    "    def birthday(self):\n",
    "        self.age += 1\n",
    "\n",
    "    def full(self):\n",
    "        return self.first + \" \" + self.last\n",
    "\n",
    "p1 = Person()\n",
    "p1.first = \"Alice\"\n",
    "p1.last = \"Anderson\"\n",
    "p1.age = 24\n",
    "\n",
    "p2 = Person()\n",
    "p2.first = \"Bob\"\n",
    "p2.last = \"Bryson\"\n",
    "p2.age = 20\n",
    "\n",
    "p1.birthday()\n",
    "print(p1.full() + \" is \" + str(p1.age) + \" years old\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following diagram shows the stack while the `full` method executes.  We called `p1.full()`, so `self` and `p1` point to the same object (if we had called `p2.full()`, then `self` would point to the same object as `p2`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"methods2.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Constructors\n",
    "\n",
    "We've been creating new instances of our `Person` type with `Person()`.  If we like, we can pass in arguments when we create a new object, like `Person(\"Alice\", \"Anderson\", 24)`.  When we do, the new object as well as those arguments get passed to the parameters of a special methods called the *constructor*.  In Python, constructors must be named `__init__`.\n",
    "\n",
    "Let's create a construction for `Person`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "#constructor.png 5 2\n",
    "class Person:\n",
    "    def __init__(self, first, last, age):\n",
    "        self.first = first\n",
    "        self.last = last\n",
    "        self.age = age\n",
    "    \n",
    "    def birthday(self):\n",
    "        self.age += 1\n",
    "\n",
    "    def full(self):\n",
    "        return self.first + \" \" + self.last\n",
    "\n",
    "p1 = Person(\"Alice\", \"Anderson\", 24)\n",
    "p2 = Person(\"Bob\", \"Bryson\", 25)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(\"constructor.png\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In constructors, lines like `self.something = something` are common.  The idea is to copy the values passed to the parameters over to attributes, to initialize the object.  In the above diagram, `Person(\"Bob\", \"Bryson\", 25)` is currently executing.  You can see that only the `first` attribute has been created so far, and the `p2` variable doesn't even exist yet.  As the code continues to run, `last` and `age` will also be initialized for the new object, and then `p2` will refer to it (much like has already been done for `p1` and the object to which it refers). "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summary\n",
    "\n",
    "When we have many dictionaries with the same keys representing the same kind of entity, it often makes sense to create a *class* for entity.  Attributes for *objects* created from the new class can replace keys and values in our previous dictionaries.  If we like, we can create functions inside our class, called methods.  If `obj` is of type `myclass`, `obj.meth()` calls the `meth` method in the `myclass` class.  Surprisingly, the method has one parameter, to which `obj` is automatically passed.  If we like, we can create a special `__init__` method, the constructor.  This method will be called whenever a new instance of a class is created, and it will often be used to populate the attributes for the new object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "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": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
