{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Introduction to Python Programming - Part - I\n",
"Instructor: Dr. Sanasam Ranbir Singh
\n",
"This tutorial is prepared by Mr. Soumyadeep Jana, OSINT Lab, Dept. of CSE, IIT Guwahati"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "xAb7vYClt6Mn"
},
"source": [
"### Introduction\n",
"1. Python is a widely-used general-purpose, high-level programming language. It was initially designed by Guido van Rossum in 1991 and developed by Python Software Foundation
\n",
"2. Syntax is much simpler to other mid-level languages like C/C++\n",
"3. It is an interpreted language\n",
"4. Widely used today in fields like Machine Learning and AI due to its simplicity and powerful packages developed by the community "
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "qmKXUew1PacT"
},
"source": [
"### 1.Installing Python [Version- 3.10]\n",
"Windows : [Install python and pip](https://www.tutorialspoint.com/how-to-install-python-in-windows)\n",
"\n",
"Linux :[Install Python](https://www.makeuseof.com/install-python-ubuntu/)\n",
" [Install Pip](https://www.odoo.com/forum/help-1/how-to-install-pip-in-python-3-on-ubuntu-18-04-167715)
\n",
"\n",
"a) **pip** is a python package manager that lets you install powerful python packages developed by open-source developers.
\n",
"b) For windows, pip is installed when you install python.
\n",
"For linux users, you need to install it seperately
\n",
"c) pip install 'package_name'
\n",
"\n",
"d) [More on pip ](https://www.w3schools.com/python/python_pip.asp)\n",
"\n",
"\n",
"
Install a code-editor, **Sublime Text** or **VS-code** to write your python scripts"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "XWsdpHVpTLwd"
},
"source": [
"###2.Print Statement\n",
"Used to display output in the terminal"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "HKet4NVaOxU3",
"outputId": "6b4bd41f-35f9-40dc-cd03-64b31087505c"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Welcome to Python Programming Lab\n",
"India stands 4th at the Commonwealth Games 2022\n",
"MTech Data Science\n"
]
}
],
"source": [
"print('Welcome to Python Programming Lab')\n",
"print('India stands 4th at the Commonwealth Games 2022')\n",
"\n",
"#Multiple items with print\n",
"print('MTech','Data','Science')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "tFPJgPPyURGk"
},
"outputs": [],
"source": [
"#WARNING[Python 2 and earlier]\n",
"print 'Python Programming'"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "6mytTLkFccWY"
},
"source": [
"### 3.Data Types\n",
"![data_types.jpg](data:image/jpeg;base64,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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "RscTxogSzCSS"
},
"source": [
"**(3.1)** Numeric Types"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "e11okyeRyaca",
"outputId": "8d830144-6f94-4a94-f7f4-93e804265106"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n"
]
}
],
"source": [
"#Integer\n",
"num1 = 100\n",
"print(type(num1))\n",
"\n",
"#Float\n",
"num2 = 100.1\n",
"print(type(num2))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ky6OpOD6zzua"
},
"source": [
"**Note : No Concept of short, long, double or other modifiers as in C/C++/Java**"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "e3ok_fr-zToI"
},
"source": [
"**(3.2)** Boolean Types"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "NYX6QCAJzRlo",
"outputId": "6671f24e-dbcd-456f-f43c-eb17fd0fff07"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n"
]
}
],
"source": [
"var1 = True\n",
"print(type(var1))\n",
"\n",
"var2 = False\n",
"print(type(var2))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "sRPCHoplzqGk"
},
"source": [
"**(3.3)** String type\n",
"
1. Represents sequence of characters\n",
"
2. Enclosed within quotes(either single or double)\n",
"
3. If you want a string literal to contain either a single-quote or an apostrophe as part of the\n",
"string, you can enclose the string literal in double-quote marks"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "kaZM6bary1m1",
"outputId": "516ae649-027a-47d6-df0f-58ff58e07387"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"IITG ranks 7th in NIRF Engineering category\n",
"IITG ranks 7th in NIRF Engineering category\n",
"It's raining cats and dogs\n"
]
}
],
"source": [
"x = 'IITG ranks 7th in NIRF Engineering category'\n",
"print(x)\n",
"\n",
"y = \"IITG ranks 7th in NIRF Engineering category\"\n",
"print(y)\n",
"\n",
"z = \"It's raining cats and dogs\"\n",
"print(z)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "YvoS6UIMxcuS"
},
"source": [
"**NOTE :Unlike C/C++/Java there's no char type here, even a single character is treated as a string** "
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "YREA3FOFU0QH"
},
"source": [
"### 4.Variables\n",
"A variable is a name that represents a value stored in the computer’s\n",
"memory.\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "siHYx0_-Wj9-"
},
"source": [
"**4.1)** You use an assignment statement to create a variable and make it reference a piece of data.\n",
"An assignment statement is written in the following general format:\n",
"**variable = expression**\n",
"
Example:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "vNr-KE4zUooM",
"outputId": "be94abcc-dfe0-4760-b353-68e8cfd64dcb"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2.75\n",
"99.95\n"
]
}
],
"source": [
"dollars = 2.75\n",
"print(dollars)\n",
"\n",
"#Reassign variable\n",
"dollars = 99.95\n",
"print(dollars)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "96oC8dT8dPsa"
},
"source": [
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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "fDqYVO0RXyWk"
},
"source": [
"**WARNING!** You cannot use a variable until you have assigned a value to it. An error\n",
"will occur if you try to perform an operation on a variable, such as printing it, before\n",
"it has been assigned a value."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 185
},
"id": "9z9WiWuJWy37",
"outputId": "bd33f6ed-7079-4b5b-e87b-05bc57722879"
},
"outputs": [
{
"ename": "NameError",
"evalue": "ignored",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mtemperature\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m40\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtemp\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mNameError\u001b[0m: name 'temp' is not defined"
]
}
],
"source": [
"temperature = 40\n",
"print(temp)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "PqLKEeEcYqpF"
},
"source": [
"**(4.2)** [Variable Naming Conventions](https://www.w3schools.com/python/gloss_python_variable_names.asp)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 132
},
"id": "6aXQfJNkXikj",
"outputId": "890e2ea1-fdae-434c-9443-2fac568a7e1f"
},
"outputs": [
{
"ename": "SyntaxError",
"evalue": "ignored",
"output_type": "error",
"traceback": [
"\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m 1age = 3\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
]
}
],
"source": [
"1age = 3\n",
"print(1age)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "PsGPUrlfZIb5"
},
"source": [
"**(4.3)** Python is a loosely typed language - You don't have to declare variables with data types unlike JAVA or C or C++ etc \n",
"
***What a relief !!!***"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "EJUgZoPxpHlW"
},
"outputs": [],
"source": [
"int a = 10\n",
"float b 100.1"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "RjtkP32LY4E1",
"outputId": "21c6377e-7af5-48fb-e10c-40d74fad2599"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Lakshya Sen 20 gold\n"
]
}
],
"source": [
"name = \"Lakshya Sen\"\n",
"age = 20\n",
"medal = \"gold\"\n",
"print(name,age,medal)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "CfhtAZ7fajmm",
"outputId": "7bf05474-c33c-41a9-aa74-f1641ff6ccab"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"IITG ranks 7th in NIRF Engineering category\n",
"7\n"
]
}
],
"source": [
"#Benefit of loose type - single variable can hold multiple datatypes\n",
"dollars = \"Virat Kohli\"\n",
"print(x)\n",
"x = 7\n",
"print(x)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "v5HV5AaB24x7"
},
"source": [
"###5.Reading Input\n",
"1.Most of the programs that you will write will need to read input and then perform an operation on that input\n",
"
2. **input()** function is used to do this\n",
"
3. General Format : **var = input(\"Input Message\")**"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "pRGulo6N3ca_"
},
"source": [
"**(5.1)** Reading string type data from keyboard"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "x58yTxDpa7Nn",
"outputId": "71684c8f-2345-43d8-c2fc-239b52c043dd"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Enter your namesoumyadeep\n",
"soumyadeep\n"
]
}
],
"source": [
"x = input(\"Enter your name\")\n",
"print(x)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "_WkXbryf45vr"
},
"source": [
"**Note: input() function returns any input as string**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "yV25uRAP5DWA",
"outputId": "1707eedb-c971-430c-a59a-dec625726d9f"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Enter your age25\n",
"25\n",
"\n"
]
}
],
"source": [
"x = input(\"Enter your age\")\n",
"print(x)\n",
"print(type(x))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "BtKrtfCN4mZh"
},
"source": [
"**(5.2)** Reading numeric data types"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "WO9Jcmdv4fV8",
"outputId": "f72df10b-48d9-4f70-a0b4-215407d8a141"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Enter your age25\n",
"25\n",
"\n",
"Enter your cgpa8.9\n",
"8.9\n",
"\n"
]
}
],
"source": [
"#Read integer type data\n",
"x = int(input(\"Enter your age\"))\n",
"print(x)\n",
"print(type(x))\n",
"\n",
"#Read float type data\n",
"y = float(input('Enter your cgpa'))\n",
"print(y)\n",
"print(type(y))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "FP0BVIP16JYY"
},
"source": [
"###6.Output Formatting"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0BcUT-A_9T-d"
},
"source": [
"**(6.1)** Print variables with strings"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "caTb9Cxf5cEU",
"outputId": "ee982e4c-da85-4384-c2d3-ca22e9b12557"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Enter wickets10\n",
"Hopefully India doesn't lose by 10 wickets remaining this time against Pak\n",
"Hopefully India doesn't lose by 10 wickets remaining this time against Pak\n"
]
}
],
"source": [
"wickets = int(input(\"Enter wickets\"))\n",
"\n",
"print(\"Hopefully India doesn't lose by {} wickets remaining this time against Pak\".format(wickets))\n",
"\n",
"print(f\"Hopefully India doesn't lose by {wickets} wickets remaining this time against Pak\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "d9lzuXqV9au6"
},
"source": [
"**(6.2)** Suppressing the print Function’s Ending Newline\n",
"\n",
"
The print function normally displays a line of output. For example, the following three\n",
"statements will produce three lines of output:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Bjvk8eB98hNp",
"outputId": "69f7bf70-8193-4c80-b5c9-6da2ca133834"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"One\n",
"Two\n",
"Three\n"
]
}
],
"source": [
"print('One')\n",
"print('Two')\n",
"print('Three')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "LjzDhSxz94fg",
"outputId": "4e006612-2bc1-474c-b4f7-0bd9709a90ff"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"One Two Three\n"
]
}
],
"source": [
"print('One', end=\" \")\n",
"print('Two', end=' ')\n",
"print('Three')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "65qqm9vY-BX1",
"outputId": "738f7803-cdd9-45d5-99e3-01861c4569e7"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"One,Two,Three\n"
]
}
],
"source": [
"print('One', end=',')\n",
"print('Two', end=',')\n",
"print('Three')"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "w5a_yGsd-5L0"
},
"source": [
"**(6.3)** Formatting Numbers\n",
"
**format(variable,specifier)** function is used to do this"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "BZ6mrOAj-Xm7",
"outputId": "7134843d-34d1-47b3-dda5-e72b2d5219f2"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"416.6666666666667\n"
]
}
],
"source": [
"x = 5000/12\n",
"print(x)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "9weEtN6DD8Hq",
"outputId": "65491c2e-a207-4c7d-ccd6-4c595a0a1c40"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"416.67\n",
"416.7\n"
]
}
],
"source": [
"x = 5000/12\n",
"print(format(x,'.2f'))\n",
"print(format(x,'.1f'))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "kBCzLA0gGarq",
"outputId": "dc7190f6-8cea-49df-a7fe-3eef1b967c39"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"123,456\n"
]
}
],
"source": [
"print(format(123456, ',d'))"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "uwyMhyObGMv6"
},
"source": [
"**Read more about formatting [here](https://www.w3schools.com/python/ref_string_format.asp)**"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "1OKVJ9JpmPi1"
},
"source": [
"### 7.Conditional Statements"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "dPMmbE81nO9V"
},
"source": [
"**(7.1)** If-Else Statement\n",
"![if-else.PNG](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvcAAAFqCAYAAACeb3W7AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAAFiUAABYlAUlSJPAAAFOMSURBVHhe7d0JeFN13v99uiRtKYWC7MUiWwFFReoKyKKCyzg6oODouCCIgiCOCOK+ILKIMjICLiPqIC7IjiLegqKyLzc7Cn824QEEhu2GMrTTZj7POekJpJC0Sely0vN+Xde5LnKakjZtz++d5JuknAAACKJVq1bq16+fdQoAYHfEPQAgKOIeACILcQ8ACIq4B4DIQtwDAIIi7gEgshD3AICgiHsAiCzEPQAgKOIeACILcQ8ACIq4B4DIQtwDAIIi7gEgshD3AICgiHsAiCzEPQAgKOIeACILcQ8ACIq4B4DIQtwDAIIi7gEgshD3AICgiHsAiCzEPQAgKOIeACILcQ8ACIq4B4DIQtwDAIIi7gEgshD3AICgiHsAiCzEPQAgKOIeACILcQ8ACIq4B4DIQtwDAIIi7gEgshD3AICgiHsAiCzEPQAgKOIeACILcQ8A8PJ4PLr22mt1+eWXn9oqVKig6tWr59l3yy23WJ8BALAb4h4AcMr111+vcuXK5bvdfffd1rkBAHZD3AMAThk+fHjAoPffxo8fb50bAGA3xD0A4JT//d//DRj0/tuuXbuscwMA7Ia4BwCc8t///lfnnXdewKg3t8aNG1vnBADYEXEPAMija9euAcPe3Pr06WOdCwBgR8Q9ACCP999/P2DYm9uMGTOscwEA7Ii4BwDksWPHjoBhHxsbq//7v/+zzgUAsCPiHgBwloYNG54V99dcc431UQCAXRH3AICz9OrV66y4f/HFF62PAgDsirgHAJxl6tSpZ8X9ggULrI8CAOyKuAcAnOXIkSOKjo4+FfZJSUnKzs62PgoAsCviHgAQ0JVXXnkq7m+99VZrLwDAzoh7AEBAzz333Km4Hz16tLUXAGBnxD0AIKD58+efivuNGzdaewEAdkbcAwACysrKUmJiolJSUqw9AAC7I+4BAEHdfPPNuv/++61TAAC7I+4BAEGNGjVKn3zyiXUKAGB3xD0AIKgNGzbo999/t04BAOyOuAcAAADKCOIeAJCvo0ePWv8CANgdcQ8ACOrxxx9X06ZNtW/fPmsPAMDOiHsAQEBm2Pte557AB4DIQNwDAM5ihn1sbKwmTZqkPXv2qFGjRgQ+AEQA4h4AkId/2PsQ+AAQGYh7AMAp/fr1OyvsffwDn5fHBAB7Iu4BAF6+sP/yyy+tPWczAz8tLY3ABwCbIu4BACGFvQ+BDwD2RdwDgMOFE/Y+BD4A2BNxDwAOVpiw9yHwAcB+iHsAcKjHHnvMG/aTJ0+29oTPF/hNmjQh8AHABoh7AHCgogh7HwIfAOyDuAcAhynKsPfZu3cvgQ8ANkDcA4CDFEfY+xD4AFD6iHsAcIi+ffsWW9j7EPgAULqIewBwAF/YT5kyxdpTfAh8ACg9xD0AlHElGfY+ZuA3btzYuxH4AFByiHsAKMNKI+x9CHwAKHnEPQCUUX369Cm1sPch8AGgZBH3AFAG+cJ+6tSp1p7SQ+ADQMkh7gGgjLFT2Pv4B775bwBA8SDuAaAMsWPY+xD4AFD8iHsAKCMeffRRuVwuW4a9jzmWQ+ADQPEh7gGgDIiEsPch8AGg+BD3ABDhIinsfQh8ACgexD0ARLBIDHsfM/DNd7El8AGg6BD3ABChzCfPRmrY+3APPgAULeIeACJQJN9jfyYCHwCKDnEPABGmLIW9D4EPAEWDuAeACFIWw96HGXwAOHfEPQBEgP/+979lOux9fIGflpZG4ANAIRD3AGBz/mE/bdo0a2/ZReADQOER9wBgY04Lex8CHwAKh7gHAJtyatj7mIHftGlTb+Dv2bPH2gsAyA9xDwA2ZIZ97969HRv2PgQ+AISHuAcAmyHs8yLwASB0xD0A2Ih/2E+fPt3aCwIfAEJD3AOATRD2+du3bx+BDwAFIO4BwAbMsO/VqxdhXwBf4Ddq1IjAB4AAiHsAKGWEfXgIfAAIjrgHgFJE2BcOgQ8AgRH3AFBKCPtzYwb+hRde6A383bt3W3sBwNmIewAoBWbYP/LII96wnzFjhrUX4SLwASAv4h4AShhhX7QIfAA4jbgHgBJE2BcPAh8AchH3AFBCCPvitX//fm/gN2zYkMAH4FjEPQCUADPsH374YcK+mBH4AJyOuAeAYuYf9jNnzrT2orgQ+ACcjLgHgGJE2JcOAh+AUxH3AFBMCPvSReADcCLiHgCKgRn2PXv2lNvtJuxLkRn4F110kTfw/7//7/+z9gJA2UXcA0ARI+zthcAH4CTEPQAUIcLengh8AE5B3ANAESHs7Y3AB+AExD0AFAHCPjL4Ar9BgwYEPoAyibgHgHPkH/azZs2y9sKuDhw4QOADKLOIewA4B2bYP/TQQ4R9hCHwAZRVxD0AFBJhH9kIfABlEXEPAIVA2JcNZuA3a9bMG/i7du2y9gJA5CLuASBM/mH/1VdfWXsRqQh8AGUJcQ8AYTDDvkePHoR9GUPgAygriHsACBFhX7YR+ADKAuIeAEJA2DuDGfgXX3yx6tevT+ADiEjEPQAUgLB3FgIfQCQj7gEgH4S9MxH4ACIVcQ8AQZhh3717d2/Yf/3119ZeOAWBDyASEfcAEABhD9O//vWvU4G/c+dOay8A2BdxDwBnIOzhj8AHEEmIewDw4/F4CHuchcAHECmIewCwmGH/4IMPKi4ujrDHWQh8AJGAuAcAA2GPUPgCv169egQ+AFsi7gE4HmGPcJiBf8kllxD4AGyJuAfgaIQ9CoPAB2BXxD0Ax/IP+9mzZ1t7gdAQ+ADsiLgH4EiEPYoCgQ/Aboh7AI5D2KMo+Qf+b7/9Zu0FgNJB3ANwFMIexeHgwYMEPgBbIO6BYpa9YZKGvPC8nn8+0PaCXv50jXXOfORs0rThL+rteXvlsXYhfIQ9ihOBXxCPDvz0rl4MeCw8vb04cqa25lifAiBsxD1QzE5OvlvJ0TEqf15t1a595paiet2nWOfMx8mv1b2WW5c+v0rZ1i6Exwz7bt26ecP+m2++sfYCRYvAz0+Otoy+Ral+x8CqFWIVFRWvyrVO76tz+dP6Kcv6FABhI+6BYuaN+5hqun/GSWtPIRD354SwR0kyA//SSy/VBRdcQODnK1PzetdVTNxt+meGtQvAOSPugWIWWtxnaOt37+rlvz6s7g8+pH4vjtXsTcetjxkCxH3OgZX6YuTT6tvzIfV+aoQ+X3ngjJGdLO1a8LFee7KXejzUR8+O/kq/+v2XTlG6Ye/RiYxzuFFXxnhOZMgp1waBH4pAcX9Ma2d9qM8X7tbxTTP0+hOPaezSLOXsXqDPPpyi5Qf8jnI5u7Xgsw81ZcUBa4eJ4x5A3APFrOC4P6nlQ1op2V1dl/3xPvXo1kXXNUlWbNKVemnpCesseeM+Z9tH6pziVuUm16nzn7volstTlBDXUD2m/W4F/lEtfOVanRcbrxrN2urGDlfpgqQYVbrqRS045j2DI5Rq2Hv2avagdrqy31wjYZzOo72zB6ndlf0010FXBoFfkABxn7NFI1rGK+UPD+immrFyJaWqx/STypzTUynui/T0Mr/HLjO/0UPGcbDZsyusHRz3ABNxDxSz3Jn7eKV1fMD7ZE7/rceT/9SGjG/1cB23Lhy4+PS9mkem64EUlxr99Wd5R0/zxH221r3cQnGpD2m2b8Hy7NEHtyYrvt1b+s2o+6zlz+vSuERd8cxPOmjd0XV89TC1rVRerUb8mrujjDPD/oEHHii9UZysJRrY1K3UXsS9eW/qkoFN5U7t5ai4NxH4+QkW9y5FxdTRbaOX6aD1xNpQ4p7jHpCLuAeKWW7cu1Q1LV3p6Xm3K/4wVEtPHta21au17bC1GnlO6uD6cbq9uut0GAaIe1f5S/TgO3O18YBVS54c5eSY/4cZUk3kqtVNM/M8HH1Mn92ZewOgrPMP+zlz5lh7S4hnv9Z8O0PTp7yhO853qdofhmjK9OmaPn2mfth45IzRKUPGDi34fIyGDx6skeO/0+Zj/uc4qe0LZ2ne+t36ZdbbGjH2G209maPfF36kkSM/1M97rNDxHDAuc5YWbjuuA6um6Z3Xh2jYmC+0ZHfgks7YsUCfjxmuwYNHavx3m5XnIk1Ze7V4xnxtN8IqZ/8KfTl6iF4ZNk5Tlu/NvbHpJ2vvSs0Y/zcNHfyKXnvzfU1dttvvxoxH+9d8qxnTp+iNO86Xq9ofNGSKeV1M18wfNuqI73KN62z1HOP6+cX/+sn93Jnfb7BOm7K0d/EMzc/9wrTiy9Ea8sowjZuyXHvPegJmhnYs+Fxjhg/W4JHj9d3mY2df9yXEDPzmzZt7A3/Hjh3WXuQX9+7WI7XN7xVzCo57jnuAD3EPFLOCx3I8OrD4Pf31znZqkZaiyvExiilfWcnxsUHi3viMfd/p+etTVT46SlGxSapzWUfd/+wHWvS7uRpmaGKn8oqKO091GzVSI7/t/MouxV7wqPk/llmlGvamrEUa3LGFEXNpqhkfLXe1RrrUCLvmzdN1x+gN3p+fT9amj3Vv40S5kuvrinbtlZ6aJFf1Nnrpp8O5IerZrb+3T1BKyzZqfkGqznMlqd0TA3VD/fNVOzFaSTeM0Q7zjJlz1SvVrbS2bXV+cl1d1fFmtW5QSbGVr9azPxzyi9osbfr4XjVOdCm5/hVq1z5dqUkuVW/zkn7y3bg0HP+ut+q7qqvLq0N0Y0q8KqY0VMNaFRQbU0Wth66wAt+j3VMf0cUV3TqvcSt1vLmDrkmrIldMZbUZsdo6T5YWDe6oFsb3n1YzXtHuamp0qXldNFf6HaO1wXdl+EXa6esnU989UkfuCwdZpw3Hv1Pv+sbX2+VVDbkxRfEVU9SwYS1ViI1RldZDtcIX+Fmb9PG9jZXoSlb9K9qpfXqqkozvp81LP8nv2yxRvsCvW7cugX9KsLh3K6nLF7KGEr0KjntnH/cAf8Q9UMwKivucX/+m9sku1WrzqN6YMEs/rdmhwxlnjHQEeEKt8Zk6smWhpr47WH3vvFp1EqIVf+nzWpaVoU+MRS4mpZNet+4l9d9mzFllfX7ZU+ph76+gsZycbXr7hkpyN+mpGbusn2rWVk3omqr4JgO00Pwkb9y7FV35dn2094A+uq2ComLqqdd3h7XkqaZyVb5HU8xfK2/cxygq8Sq9sPio979SxioNaZ1kxPFTWmxFb862t3VDJbea9Jyh0xc5QV1T49VkwMLTX2fmPD1a1/j/Yuro9nFr5b0j1HNUa8a/pg/WWL/HmT+qXwPj9/bOidrtC+acHRrToaJcRpAvzXNPegFjOaHGvRmDjxoxGBWjOreP09rcL0xH14zXax+sscbacrTt7RtUyd1EPWfssv6/LG2d0FWp8U00wHvFlg4C/0znGPcnp+ne81yn4t6pxz3gTMQ9UMzyj3uP9o3roDh3G43y3gVrOTpV99YIMpZjBN+kJ27X3W8use4dNXm06632crvb661dWVrx3MVyJd2s9/b43015TN8Pf0D3Dy7l6C0mtgp7UwFxn7P1dbVyJ6jDuLxvTJa9/Bk1i0tT/4XGT9eKe9e1b2qHJ1PfPJSi2Kr3afoJj3b+rZ3ccbfnRpE37mNV9c+TdDj3v/E6NuUeVXM11VPe0s7R1tdbyZ3QQeP25rlELX+mmeLS+su8yNxdy/VMM5dcLUcEfzMhzzHtXrdEa3efji1Pxk5N6V5frpSempPnmy6quM/9Wl2ulhoR7AvL2arXW7mV0GGc8n6b5vcUp7T+C/3+bkoege8vjLj/9mHVcdVT3x9O/wJlr3tJLVy+uM925HEPCIS4B4pZQffcH/28i5Jja6nTB1uMpS5HRzd9o+GdGikhJlo1Hpgp75qX5577k0b0pMpV80YN/eE3ZRhRe3LPAo38Qy25GvbTj8bF5GwareuTXap7+5v6YftRZR7/TT+9fZcaxVfRLe9u915uWWKG/f3332+fsDcVEPfeeyKNn7E7sZIqVfLbKibIFVVBnT81fvJW3Mfd+qGRKJma0zNFrrQntSjLuDE32rgx54sib9zH6YpXNxq/QadlrzXjp5LummRmUu7nx0S7leh/ecZWMcGlqAqdZV6kV/YKPWvEfTXj9y/wb20uz6FV+mJYX3XtcI0uaVhTSUZoxRv/V0ztHppdTHG/4lkj7qs9oJnBvrDMOeqZEqNod2Ke77FSpYpKcEWpQudPc/+mStGhQ4cIfK/Q4z7n16G6yh2revdM0KaMHB3fNlvPtU1R+Thf3DvvuAcEQ9wDxazAmfuTazXuzkZKjI5RXEKcYsun6rqBn+mDnvXljopTixeNoD9z5n7P1xrULkVxUVGKjjFCJipGlZp21oifffPVOdr11SC1rxOvKPM8xhblrq02A2ZpV7B7YiOULcPeVFDcz+2lVFdtdRn7oxYuXHjGtlgb9xk/aV/c//Gj03HfeIAWB4n7q4b+mifus5YO0oWu6urmLeFMze1l3Cis3UVjfzzz8oxt8UaZF+llxX2NB78KHvfH5+vJZsYNkerpuqPvyxrz2TdaumWffvY+qdGI+zyfGFrcX/T0Mr+4P6mvHqzpHfE5zYr7Gg/qq6Bxb14XLtXuMlY/nvk9Gtvijfv8LqP0EPim0OPefNL4t0+3Ug3jBlpUdLSiXTV03eD31O/C+FNx76TjHpAf4h6whUwd3LpKi5es0Y7DVnp4jmvP5i36PcP/IWZ/2TqyY40W/7RAKzb9ruOBFq/sQ9q6cqF+XrRKWw8GqqrIZtuwN2Ut09MXBQ9kz55x6lDepcteWJVnTCRzxVj17vGcJm0xfqBhxX2sKv/pI/1+6tclR1veuFYJCe012nx9VONm355xHVTedZleWJXnErVibG/1eG6SzIv0CiHuvY88xFbVPVP8XkDcCLB//ilZMbW66+sz4n7Z0xcFj/LM+epbz6XU3vOMr8ZiRV5suHHv2aNxHcrLddkLyvttrtDY3j303KQteW4AlSYCP3wn9m7UUuPG77rdGXnG2fIo48c9oCDEPYCIZOuw9zqgCZ2SFVv7Zg37ZrU2rl+u+d8uO30PohHC07ulypXUQr0mrtFBI9iPb56sPi2SFJf2uH4woz2suI9RlKu+ur6/UoeyM7Vn/hB1qOFSnfumaL9VQZ4D09Ut1aWkFr00cc1BZRk3IDdP7qMWSXFKe/yH0+MqIcR91rKndZErTs2fmKd95vd0Ypu+evkmnW/es5r8Z03Oc7ercW1M6KTk2Nq6edg3Wr1xvZbP/1bLfFeG8X2+c2MFxabcpjd+2Kw9O5ZryosdVTfBHf4990byHZjeTamuJLXoNVFrDmYZt5M3a3KfFkqKS9Pj3ivWPgh8AEWNuAcQcewf9rmyNk1Qj/RqckeVU7lyUYqtfIcmHLI+aDq2Uu92S1d1d5SiY2O98/C1ru6pj9Zb5RpW3Bsh3+EvurlegmLMUS1XFbV48B9abb14js+xle+qW3p142uKVmysOZteS1f3/Ei+i/QKZSzHs1dfD2zpHZOITaikSonJathxgD4e1UXVXBfruZVnDL9kbdKEHumqZnyv5cqVU1RsZd3hd2WcWD1WXZomy2VeV1FxSmn3jN5/+holhB33pmNa+W43pVd3Kyo6VrHmcxtqXa2eH60P/v2UIv/A376d2XAA54a4BxBRzLC/7777FB8fr2+//dbaa2c5yjiwR3v2H9HJIPMg2Ud2auOaddq6L6NwIyNW3Kc9sUBZ2Ye1fcMv2nUsv/8pW0d2btSadVu1L6NQl3hK9rE92rT+V+0+Ftoke07GAe3Zs19HAl4ZOTq6c4PWbT1YNK9ok31EOzeuMf6/fTrHb7PYmYF/2WWXEfgAzhlxDyBiRF7YlxD/uLd2IfIQ+ACKAnEPICIQ9vkg7ssMAh/AuSLuYXvLly/X0KFD2Ry8DRkyxDuTHBsbS9gH4jmqHauXa+1O71u2IsKZgZ+QkKDzzz9fHTp00LXXXsvm8K1169aaO3eu9RsC5I+4h+2NGjXK+wS8Bg0asDl0q127tvd3ICkpyfqtAMquTZs2ye1265prrtGTTz6pvn37sjl8M49/EydOtH5DgPwR97A9M+7NuIOzTZgwQdHR0Ro0yP/VU4CyxQz7mjVresP+2DG/9xCAo7lcLuIeISPuYXvEPXwIfJRlhD2CIe4RDuIetkfcwx+Bbw+ZG6fqzeFfan2AV8A8uf0nffr2ML06YpwmLd7Nk3xD8OuvvxL2CIq4RziIe9gecY8z+QL/qaeesvagRGUs0fPp5RWV0Emf5HknWo/2ffWYLqkYr5qXtleHaxuriquyrnpuvg5b58DZfGHfsmVLwh4BEfcIB3EP2yPuEQiBX1gntXPhDP24vbDv6nRMPw64RBWM2Dgr7o9/q0cucKnufVO012PuyNbW929TdXdTDVyc6T0L8iLsEQriHuEg7mF7xD2C+eSTTwj8UJ34TT/+42l1ubyW4mLrqe/8wsX24W/7qEm1thrwaEu5z4j7EzO7qYariQYu8RvEyfxBfeq5VP+x+SLv8yLsESriHuEg7mF7xD3yQ+DnL2PbPL0zoJMuq+5WTMUGat/9VX22/PdCzcF79s9Uj4bV1eHvv2jrqDZnxH221r7UQq7krvoiz8vtH9aHtybI3WaUdnjvzYfpl19+IewRMuIe4SDuYXvEPQriC/yBAwdae5D9y+d68vZLVNWIgvOa3aq+o2Zqw+FzqGvPHn1xT6qq3/yOtuR49NtZcZ+p7x45X666j+r7PHfRn9T0+6rK1ewZLQ/w5Fsn8oV9q1atCHuEhLhHOIh72B5xj1AQ+Hkd/fBWxUXFqnqbpzT5lyM6tzvNc/Tbx52UUvOP+od3Vj9w3H/To7ZcaU9oQZ6HBU5qdo9aAfY7E2GPwiDuEQ7iHrZH3CNU5uJH4FtO7ND8fwzSnek1FRebrLQOD2v45NU6UIh7z3O2vKtbqtfQre/+quMnTujEiQxtGtFarvjb9OGhkzqZZd50yNT8x+rLldpLc8+4537KPZXluvg5rXT4PfeEPQqLuEc4iHvYHnGPcBD4ZzqpnT+P17Ndr1CtuGglprbWfS99plWHQr8v/9D7NymuXDnvW+CfvcWobu95xrlytGVES7kr/EkTjuZ+npdnj96+zq34m97TfmuXE5lhX6NGDcIehULcIxzEPWyPuEe4fIE/YMAAaw9MJ3ct1EfP362r6qSpd9671/OVvXOZZn/1lb46tc3Sx49cLJe7lQZN+1rfrz/oPV/WgieU5kpRj6/8nlF78FPdeZ5blw/eIKfece8f9seP53m2MRAS4h7hIO5he8Q9CoPAz0fWYR0+p8YMNHNvyN6gEa2TVKHFY5qx7YSyj/2iiQ82VnzV2/TBTme+VA5hj6JA3CMcxD1sj7hHYZmLYUxMDIFf5ILEvSF725fq17KmXFExxnUfpfjUG/T8nN/P8Qm9kYmwR1Eh7hEO4h62R9zjXBD4pSFbR3f/qg2bf1dGYd8IN8Jt3LiRsEeRIe4RDuIetkfc41wR+ChJhD2KGnGPcBD3sD3iHkXBF/hPPvmktQcoer6wb926NWGPIkPcIxzEPWyPuEdRIfBRnAh7FBfiHuEg7mF7xD2K0qeffkrgo8iZYV+9enXCHsWCuEc4iHvYHnGPokbgoygR9ihuxD3CQdzD9oh7FAdf4Pfv39/aA4TPF/bXXnstYY9iQ9wjHMQ9bI+4R3Eh8HEuCHuUFOIe4SDuYXvEPYoTgY/C2LBhA2GPEkPcIxzEPWyPuEdx++yzzwh8hIywR0kj7hEO4h62R9yjJPgC/4knnrD2AGcj7FEaiHuEg7iH7RH3KCkEPvLjH/YZGRnWXqD4EfcIB3EP2yPuUZIIfARC2KM0EfcIB3EP2yPuUdIIfPgzw75atWqEPUoNcY9wEPewPeIepeHzzz8n8EHYwxaIe4SDuIftEfcoLb7A/+tf/2rtgZP4wr5NmzaEPUoVcY9wEPewPeIepYnAd6b169cT9igV//nPf3TgwIE8W2xsrMaNG5dn35EjR6zPAPIi7mE7PXr00OWXX35qq1OnjvdeC/995vavf/3L+gygeBH4zkLYozRt27ZN5cqVK3C7//77rc8A8iLuYTtPP/10wAOZ/9awYUPr3EDJIPCdgbCHHdSrVy/g2ue/TZgwwTo3kBdxD9v5/vvvAx7I/LfevXtb5wZKzhdffEHgl2G+sG/bti1hj1L18MMPB1z7/Le9e/da5wbyIu5hOydPnlR8fHzAg5lvmzp1qnVuoGT5Av/xxx+39qAsWLduHWEP2/jyyy8Drn2+rVmzZtY5gbMR97Cljh07BjygmVt0dDRPJEKpIvDLFsIednPo0CHvWhdoDTQ3Hj1Efoh72NLIkSMDHtDM7aqrrrLOBZQeAr9sIOxhV+YLRwRaA81t9uzZ1rmAsxH3sKXVq1cHPKCZ23PPPWedCyhdBH5kI+xhZ8FeXMLtdvP7inwR97Alj8fjXXQDHdh+/PFH61xA6Zs0aZI38Pv162ftQSQww75q1aresD9x4oS1F7CPYC8uYb6SE5Af4h62dffdd591UCtfvryysrKscwD2QOBHFsIekSAzM1MJCQlnrYOvvvqqdQ4gMOIetjV+/PizDmo333yz9VHAXgj8yEDYI5IEenGJpUuXWh8FAiPuYVu7du0666A2atQo66OA/ZiBb75NPIFvT4Q9Is2ZLy6RnJysnJwc66NAYMQ9bK1x48Z5Dmzm4gzYGYFvT2vXrvWGfbt27Qh7RIwzX1yiU6dO1keA4Ih72FqfPn1OHdRq1qyp//73v9ZHAPsi8O2FsEekMte86tWrn1oHx40bZ30ECI64h63NmDHj1EHt3nvvtfYC9kfg2wNhj0jn/+IS/+///T9rLxAccQ9bO3r0qPdJiuZB7eOPP7b2ApGBwC9dhD3Kgg8//NC7BtatW9faA+SPuIftXXPNNd4D2+7du609QOT48ssvvYH/2GOPWXtQEnxh3759e8IeEc334hIPPfSQtQfIH3EP23vxxRfVtGlT6xQQeQj8kmWG/XnnnUfYo8wwX1zCfEdsIBTEPWxvwYIFjDUg4hH4JYOwR1lkroH/+te/rFNA/oh72N5//vMfzZ8/3zoFRC4Cv3gR9iirtm3bZv0LKBhxDwAlaPLkyd7A79u3r7UHRWHNmjXesL/uuusIewCORtwXg//7v//TL7/8wsbm6O3kyZPWXwTOROAXLcLefrZs2RLwuMDG5pStNF8EhLgvBgMGDPA+s52NzalbdHS0jh8/bv1FIBACv2gQ9vazb98+RUVFBTw2sLE5ZXvttdesv4iSR9wXgwsuuEB33XWX1q9fz8bmuK127drq2LGj9deA/BD454awtyfzXVTNuFm+fHnAYwQbW1ne3nrrLe/vv/noVWkh7ouYeTAzf6grV6609gDOcfDgQW+sfvbZZ9YeFMQX+H369LH2IBSrV68m7G3KfEJz165drVOAszzyyCNq3ry5dap0EPdFzBzJqV+/vnUKcJZ//OMfio+PZyQnTFOmTCHww+Af9v/+97+tvbADcyTHfFdx80Yr4DQ5OTmqVq1aqY7kmIj7ImaO5AwaNMg6BTiLOY7TqVMn6xTCQeCHhrC3N3MkJzExkZ8NHGnevHmlPpJjIu6L0LJlyxjJgWMxknPuCPz8Efb2165dO0Zy4FgPP/xwqY/kmIj7IsRIDpyMkZyi4Qv8Rx991NoDE2Fvf+ZIjvlKWebvMOA0vpGcoUOHWntKD3FfhBjJgZMxklN0pk6dSuD7McO+SpUquv766wl7Gxs7diwjOXCsuXPn2mIkx0TcFxFGcuBkvpGczz//3NqDc0Xg5yLsIwcjOXAycyTnsssus06VLuK+iDCSAydjJKd4+Af+f//7X2uvcxD2kYORHDiZnUZyTMR9Ealbty4jOXCsDh06MJJTTMzAd7lcjgt8wj6yMJIDJ7PTSI6JuC8CvpGc//3f/7X2AM7BSE7xc1rgr1q1yhv2N9xwA7EYIcyRHPOd2QEnstNIjom4LwLmSE6DBg2sU4CzvP/++0pISGAkp5g5JfAJ+8jDSA6czBzJqVq1qm1GckzEfREwR3Kefvpp6xTgLOZITufOna1TKE6+wO/du3eZDHzCPjIxkgMn843kbN261dpT+oj7c8RIDpyMkZySN23atDIZ+IR95GIkB07Ws2dPW43kmIj7c/Tkk08ykgPHYiSndJS1wDfvHCHsIxMjOXCy7Oxs243kmIj7c8RIDpyMkZzSU1YC3wz7ypUre3+XCPvIw0gOnMyOIzkm4v4cMJIDJ/vXv/7FSE4p8wV+r169IjLwCfvI17ZtW0Zy4Fh2HMkxEffngJEcOJlvJCcjI8Pag9Iwffr0iAx8wj7y/f77796RHPOJ3oDT+EZyhg0bZu2xD+L+HDCSAydjJMc+Ii3wCfuyYcyYMYzkwLG+++47W47kmIj7Qlq6dGnJjORkr9fk4UP05szN1o5z4dGJjJPWvwt2dMGb6v3KbOuUnxOr9Omw1/T2nB3K/HWaRg4Zockbsq0PGo6v0MRhQzTK+Jr99uro0gkaOuxL61Re2esna/iQNzVzc461x8E8JxTsx5Sz9Wu9NfQ9zd/rsfaUDt9IzhdffGHtQWmLlMD3D/uTJ0M/HsF+ImYkp9TW0aNa8GZvvTJ7v3X6tBOrPtWw197WnB2Z+nXaSA0ZMVn+y+hpOfptztt6bchb+npr4dfHo8uM9ffVV/WqtQ39ZLmOWR8LKKTrLMTrIp81zfjCNGHo6a/r1aGfaHm+X5h9mCM5LVq0sE7ZC3FfSCU2knNiojqVj1a1+2dYOwrJs1ezB7XTlf3mKtPala/jP+qJixqo2/SD1g4/+99RR3eMLujzvY5MvlvJ0Ynq/OkJ64PGRf0+Vte7yymm9r2aesjaaRwEfhvVRu6ETtbpvE5M7KTy0dV0/wxnL/aevbM1qN2V6jc38E8p85uHlOJupmdXBFwFSgwjOfbkC/xHHnnEloFP2JcdETWSU0rr6PEfn9BFDbpp+sGz74zZ/05HuWMuUJ/vj2jy3cmKTuwsv2X0tJyNGnKFS1HlXGr2zPI8d5iFzqODs1/S3V26qEuXzro6JUbu9qO1K7/7iAq6zkK8Lgpa0zwHZ+ulu82vq4s6X52iGHd7jc73C7MHO4/kmIj7QiqxkZyc37Rg8heatnSPtaOQspZoYFO3UnuFclDK1obhrVTl6te0IdAdBUc+1K0JsUrrv1DHZnVT9ZjKumfK6YXaF/flohLUasQvyv0v8o/7nN8WaPIX07R0j7Pvuc9aMlBN3anqZfO4N1+ykJEce7Jr4BP2ZYs5klOhQoXIGMkpjXU0e4OGt6qiq1/bYK2BeR358FYlxKap/8JjmtWtumIq3yO/ZfSUnF9e01XxKWp+aU25mz6lJVnWBwotQ/+8La7guC/oOgvxuihoTfOX8c/bFBchcW/nkRwTcV8IvpEc801XTvEc0JpvZ2nhtuM6sGqa3nl9iIaN+UJLdp/xC521V4tnzNd24689Z/8KfTl6iF4ZNk5Tlu/V6b/ZHO1Z/rVmGIu0uVBPnz5T3284bH3sNM/+1Zoza4l2Zh3X5u/G640hIzT2s3n65bDfH4Znv/F1zdD0KW/ojvNdqvaHIZpi/Z8/bDxiJHcAx2ape0qybv3g98Afz1qo/mmJ6vjOPmVvGqqry6fr5XWnY9Mb93HxqpNaXa66D2uO9yG2AHGfs0fLvza+Nt/3OfN7bfD/2vPI0t7l0/XhW0P16rAx+nzBbwp0J4cydmjB52M0fPBgjRz/nTYfC/Mg4b2+ZurHTdbjgp59WjVnhmav9F0XGdry8yzNM34evv85Y8cCfT5muAYPHqnx321WwIs0fu4rZ4zX34YO1iuvvan3py6T/6+GZ/8afTtjuqa8cYfOd1XTH4ZMsa6TH7TxyOn/8FTcLz+kX+f8Q68PGW78zOfm/ZmfkqEdCz7XmOGDNXjkeH23+dgZP0/jOl08Q/Nzfxm14svRGvLKMI2bslx781lAzJGcmJgYRnJsbMaMGbYKfMK+7DFHcv785z9bp4qG54BxHJy1UNuOH9Cqae8Yx7dhGvPFkjzHSq8IWEePzequlORb9cHvgT5qLqP9lZbYUe/sy9amoVerfPrL8ltGLTnaNOwaxdfqpi8+v181XOaNgXOt+/ziPoTrLMTrItQ1zV/BcV/QmlZyHnroIduO5JiI+0IwR3IaNmxonbJkzlWvVLfSjAPe+cl1dVXHm9W6QSXFVr5az/5w6NQv4PHvequ+q7q6vDpEN6bEq2JKQzWsVUGxMVXUeugK68CUqbmDWuuy5s2NW+uNVM3tUtOBS7wf8ecNvbjLdeddTVQp+QJdkt5MKeWjFdfgAX2527rErEUa3LGFmjdPU834aLmrNdKl5v/bPF13jN4Q8CG+Q5/eqSrlr9cY3/9xliOaN6K/xptHoqylGvPYaC3yD1XvPfdxunnQQLWIq6gb3t5uHDICxL1xnQ1qfZnxtTTXpY2qye1qqoGB7pbI/EUfP3ipKrsrK+2aG3RDy0ZKdlVQk26feQ/uPlmbPta9jRPlSq6vK9q1V3pqklzV2+iln06HeIFytumN1nGq0W2mzATx7Byt9nFRcl/7Zu5lnfxGD6VU0E3v7TP+zyxt+vheNU50Kbn+FWrXPl2pSS5Vb/OSfvJbGDy7p+qRiyvKfV5jtTJ+Lzpck6YqrhhVbjNCq61vN2vRYHVsYfxc0moqPtqtao0u9V4vzdPv0Gi/QUzvz9xVUy2uqq/EpDpqln6Rahs/c3e9e/W5/wExa5M+vrexEl3Jqn9FO7VPT1WS8XvX5qWfdOpLO/6detc3vt4ur2rIjSmKr5hi/F7XUoXYGFVpPVQrgqwh7733HiM5EcAugb9y5UrCvowprpGczLm9lOpOM244nK/kulep482t1aBSrCpf/ax+OHT6+Gb/dfSQPr2zispfP0bBl9F5GtF/vDfos5aO0WOjF519D3jOZo1oGa+qd0/W0aNTdW8Nlxo+/lPBjxrkK7+4D+E6C/G6CHVN85dv3IeyppUQcyTnvPPOs+1Ijom4L4TU1FQ988wz1imLN+5jFJV4lV5YfDR3X8YqDWmdJPeFT2mxL5Qy5+nRusb5Yuro9nFr5X1fT89RrRn/mj5YE2Dhs240BD0oxUQp8Ypn9LN14Du+cICaudxqPfKMh4pCfjjxpGb3qC13+itaH/jvr0C+uP/DPzZrQueqcqX9VT+fzMl3LCf3oB4o7nP06xttVCGuqXp9vdc4lbtvx4Q7vZF73zTrujai/O0bKsndpKdm7LK+8KytmtA1VfFNBmhhyEfDLC0e0FjxLV7SWuO/OT75blVNqqikKndpkvHDyl77kloktNBLxgdztr2tGyq51aTnDJ2+yAnqmhqvJgMWWtdzpn7s10CuWndq4qmjvPH1j+mgiq4LNWhp3u83pLGcmGhVuf51rbQeXDi24EnrZ74td4fx/297+wZVcjdRzxm7rINtlrZO6KrU+CYacOrKyNS8R+sqJipGdW4fp7W5v4w6uma8XvtgjffGTSDmSM4dd9xhnYKd+QL/4YcfLpXA94V9x44dCfsyxDeSU9Q/U+86YK5pV72g08voELVOcuvCpxZb0W6w+zp6crZ61HYr/ZX1Ae9AC1XOlpFqHZ+szhPNJ68d07T7ashVr69+CHk9CyTEsZx8rjOvEh3LCXVNKxm+kZxt23xrrv0Q92EKOJJj8v4hxKrqnyfJ/0GsY1PuUTVXUz3li7js5XqmmUuuliMU0hPfCzooxSbrzk/9LjHzOz1Sx6W0JxdZOyyhHpRytmhES7eS7vjMOAQUzqm4H39EJxcZf9iuKrr9w13aXpi4z9mkYVe7lXjTe8rz6GbOb1o0a65W78n9bnK2vq5W7gR1GLc3z7302cufUbO48B7KzJh+n6on3aaPDmVq0YCmSunaQ7dVaawnF2Vq33s3qUJKT83JzNHW11sZ308HjcvzyjXZWv5MM8Wl9VfuRXp0bPc6LVm7+/RB3pOhnVO6q74rRT3n5P1phBT3sTX0wEy/oSTjd6S3+ahR/4W5p3O26vVWbiV0GKe8X5r5uxfnPV/utZH7tbpcLTUixFdhYCQn8pRW4BP2ZVdxjOSYvOtAbFX9eVKeVVRT7qkmV9OndOq+EJuvozlbRqilO0l3fHYuj24aQfvGtYpPulUf7Ms9kB+bfr9quuoa68O5/D1FYNyHvKaVDLuP5JiI+zAFHMkxef8Q4nTFqxuNP8nTvPf0uirprklWjGWv0LPGQanaA7ljHwUq6KBk3nDwD+Ksn/R4Q7f3obs8Qo37rKUadKFLNbt/HdrXF4B/3MuzU+/elCz3Jc9oxuttw4/7zDnqmeJSg34/5vvHmzmnp/cebXdiJVWq5LdVTJArqoI6fxr6Qdbz+zvqWKGe+s7bor+1rajrRi/Q8JYV1PZvmzSzey1VvO0jHTKuxTk9UxQTbdzw8L88Y6uY4FJUhc46dZGeQ1r1xTD17dpB11zSUDWTjEUp3vi6Ymqrx+y8P42Q4t59oQYty+dn7r3OYhTtTszzdVWqVFEJrihV6PypdcMtWyueNeK+2gOaGeIPm5GcyDRz5swSDXzCvuwqzlfJ8a4DcVfo1Y15VlGtfamFXJXukm8Ztfs6mrV0kC501VT3r8/hdz9nu0a1jVd0xYZq2aGj92+pY/uLVDU6RnV6zgn8nLOQRGDch7ymFb9IGMkxEfdhCjiSY7Li/qqhv+aJ+9w/8urq5qsn66BU48GviuagdOYrp5xr3Gev1HMXu1T5nilFE/eGjLmPeucjb7z1ykLE/Tz1rutSinEwy+/r9n6+q7a6jP1RCxcuPGNbrI37wnhwNHudXmpRXtcOeUt3VWus/guPa37fBqp212ANuCRBV75m/owzNbdXqly1u2jsj2denrEt3qjcizQ+98lmxgGoutLv6KuXx3ymb5Zu0b6fB6qJq5YR93mv5dDivoCfufd3xqXaXcbqxzO/LmNbvHGf9SiCFfc1HtRXIf6wGcmJXCUV+IR92VZcIzmm3Li/SkN/zbOKaumgC+Wq3u30nRA2X0ezVz6ni115X0UuXJ4db6l9Qpya3P5XDRgwwNr66y9XVFZsSg99XeiajcS4D3VNK37/8z//Y/uRHBNxH4agIzkm7y9frCr/6SO/8ZEcbXnjWiUkGL+sv1k7S+2gtExPXxTC5Xr2auwNcYrr+K4OWLvCdWbcm08KerNtBcXFuRUVbtx7ftf7t1SQq8nA089bMB2fpe6pybr6lVXeP2rPnnHqUN6ly15Ylece/swVY9W7x3OatCWUx259zHCvq1rXttVFVTpr4lGPjnzSSVUuuVItKtRTH+/Ao0d7xnVQeddlemFVnkvUirG91eO5SfJepPceh1hVNW4snX5fDo8O/PNPSo6pddY9O1nLntZFrhp6MEhth/Qz9+zRuA7l5brsBeX90lZobO8eem7SFusGaHhxz0hO5PMFvvnmK8UR+GbYJycn68YbbyTsy6g2bdoUy0iOybsOxFbWnz7ye6W2nC1649oEJRgx6ltG7b6OevaO1Q1xcer4bqFXUf329+uUENdaI8+YOzr65Z9VNbaWHpjhfaZBIRRV3Id2XRS0pvkLGvchr2nFLxJGckzEfRj69+8feCTH5P1DiFGUq766vr9Sh7IztWf+EHWo4VKd+6Zof2kflIxUn9ApWbG1b9awb1Zr4/rlmv/tMu066y8iS0ufaip3nYf1bcE3tAM6K+4NR2Y8oJSYcuHHveHw7J6q76qkK/46VZuOeeQ5tlGf9rxYiYlXaPBq63v3HND0bqlyJbVQr4lrdDDLo+ObJ6tPiyTFpT2uH8K8l+OwEfOVjAhKuOJVmY8Q55gv+RnvkqtSZ31qPdHLc2C6uqW6lNSilyauOagsz3FtntxHLZLilPb4D7kPE1oHwLjmT2jePvPKPqFtX72sm853KSoqWX+efMaDqwcmqFNyrGrfPEzfrN6o9cvn69tlu6wPhvozN248TO+mVFeSWvSaqDUHs+Q5vlmT+7RQUlyaHj91ZYQX94zklA1m4Lvd7iIPfMK+7PON5EybNs3aU7S860BMlFz1u+r9lYeUnblH84d0UA1XHd03Zf/p4Lf7Opq1VE81davOw9/me692UJ5dGnODEbOXDz77vWYOf66uVWJV496pspaiMBVR3Id6XRSwpvkL/oTaUNe04uUbyRk+fLi1x76I+xCZi2DQkRyT9w/BCPkOf9HN9RK893BGu6qoxYP/0Gr/v8BSOygZH9o0QT3Sq8kdVU7lykUptvIdmnDqHWRPy/ypnxrGNdeLvnAOU6C4V/ZaDb48rlBxbx6M1o1/SFfVND4/xgjsmGhVaHCTnpm+Pe8c/rGVerdbuqq7oxQdG+udh691dU99tD780MjZNlKt3dGq1WN27s/JOx4UI3frkdrmd/A6tvJddUuvblyn0YqNNWcCa+nqnh/p9EV6tPfrgWpp3MiLik1QpUqJSm7YUQM+HqUu1Vy6+LmVZzycmKVNE3oovZpbUeXMNwKLVeU7JlgfC+dnfkwr3+2m9OrG/xMdq1jz+Qi1rlbPj9b7/d6FF/eM5JQdRR34hL0zvP3228U2kmPyrgNGyHf4y82qlxBjrKPRclVpoQf/sTpvyNp+Hc3UT/0aKq75iyrMMurZPU4dE1265Kz1wXRIn95RWTHV7taXfkts6Ioq7kO9LvJf0/wFj3tTKGta8YqUkRwTcR+ifEdyTFbcpz2xQFnZh7V9wy/adezMm7B2kKOMA3u0Z/8RnQz25WWv1kstEnXp87kjL7aRc1Q7N67V+u0HdTKfg1L2kZ3auGadtu7LKKGH6rJ1ZOdGrVm3Vfsyglxi9jHt2bRev+4+Ftp1mpOhA3v2aP+Rk+f2PWQfMa6zNVq3dZ+CfWmh8I3kTJo0ydqDSFdUgb9ixQrC3iGKcyTHlBv3aXpiQZayD2/Xhl92yZbLaAjraPbql9Qi8VI9v8pWq2gxCKEpTDZb0wrDHMlJT0+3TtkbcR+ifEdyTP5xb+2KXB4dmHqfUus9pNmnB8XhYIzklE3nGviEvXMU90iOyT/uI57ngKbel6p6D832e74VIlUkjeSYiPsQFDiSYypTcW/I2aZ3b6mrtiN/sXbAya6//npGcsqoWbNmeQPfvFcqnMAn7J2luEdyTGUq7g05297VLXXbauQvZf3e+7IvkkZyTMR9CJYsWeL9oa5evdraE4DnqHasXq61Owv7DHb78exdpEnTV1qn4FQHDhxgJKeMCzfwCXvnMUdy7r77butU8fAc3aHVy9eq7CyjHu1dNEnTVwZ4chsiSo8ePSJmJMdE3IfAHMlp1KiRdQpwlnfffVfly5dnJKeMCzXwly9fTtg7zN69e4t9JAewq0gbyTER9wXwjeQ8++yz1h7AWcyRnDvvvNM6hbKsoMAn7J3JHMlJSkriZw5H+vbbb73TG9u3b7f22B9xX4CQRnKAMoqRHOf56quvvIFvPgztH/i+sL/pppuUmVnIN8FARCqJkRzAriJtJMdE3BcgckdysrXuy2Ea8uYMbbLDc3lyturrt4bqvfl7T78RSQnKXj9Zw4e8qZmb7fO6aidWfaphr72tOTsy9eu0kRoyYrI2nPGz8uyaomf7jNWKM97rqqQwkuNMZwY+Ye9cpT6Sc3SZJgx9Va++am1DP9HyEF9+JmfzTI0a+q6+31PMq072ek0ePkRvztxs7Sh+2eu+1DBjTZuR7wLv0YmMonu0JbR1tKDLzNT2ee/qxb7ddN+DffXM8I/0429nnz+U9dF8s68pz/bR2GJcICNxJMdE3OcjskdyTmjC7XGKrnqfptvhkdTMb/RQilvNnl1RKq+df2JiJ5WPrqb7Z9jnYeX973SUO+YC9fn+iCbfnazoxM769MxjlGePPu5UR+kvLCvcOx2eI0ZynMsX+JdccokqVqxI2DtUaY/keA7O1kt3d1GXLl3U+eoUxQR9k6OznZzZTdVdF2rQ0mJ+9Z0TE9WpfLSq3T/D2lH8Tky4XXHRVXVfsAXes1ezB7XTlf3mFtnaUeA6WuBlZmjxKy1VObaSmtzYTb17/UXt6icqpvI1euGnvO/IFdL6aNyQ2PNxJ9VJf0HLiunQFIkjOSbiPh+RPZJzQl90qaiY2j30jR3W41KO+5zfFmjyF9O0dI997rk/8uGtSohNU/+FxzSrW3XjAHePpgQ4ZmYuHqgLz+ugMVtL9mtnJAdm4JvHQPPdiQl7Z7r22mttM5KT/zuYnq3E4j7nNy2Y/IWmLd1j7Sh+J77ooooxtdUj2AKftUQDm7qV2qvo4r7AdbSAy8xe/5quSohTswE/n37t/8Pf6/EL3Yq7eqi1I1eo66OxQGrgheepw5itxfKmlZE4kmMi7vNR7CM5nv1a8+1M/bjJ+jX37NOqOTM0e+Xv1uhKhrb8PEvzNhw+PcqSsUMLPh+j4YMHa+T477T5WLCDXLZWvXCpyrcaqW0BfuOz9i7WjPnbjT+GHO1f8aVGD3lFw8ZN0fK9Zx8EM3Ys0Odjhmvw4JEa/91mBb3I/JyK++U69Osc/eP1IRo+9jPN/cXvezslS3tXztD4vw3V4Fde05vvT9Wy3acPFcc3/6SZMxdpx5lHjxPbtGDmTC3aYX0POXu0/OsZmj59eu4283ttOHzmpXm0f/UczVqyU1nHN+u78W9oyIix+mzeLzrrrIYTOxca18UwDX7tbU1ZeUAZ2xZq1rdrrI+GJ2thf6UldtQ7+7K1aejVKp/+stYFuuWT86uGXl1ejfr9WGJvs23yjeScOFFKM0GwhUWLFhH2DuUbyTGPn+EzjuPLp+vDt4bq1WFj9PmC3xToSOI5slk/TRuvUcPf0HuTFmhHPoebAuP+5E4tnfGhRg17Xe9/tVH7ZhRn3Odoz/KvNcO3vkyfqe+NtTqwDG37caL+PvQVDR72d02Yu0lHrY/kCm8dMmWvekGXlm+lkWcu8N6uMNa9KW/ojvNdqvaHIZpifX0/bDwSYL0tQCjraIiXeXjWQLW/5h69m+eOqiwtGdhErurdrNO5Ql4fjZ/Dr+bHG/XTj0W8QJojOVWqVNGIESOsPZGDuA+iREZycrbpjdZxqtFtpjfaPDtHq31clNzXvqnt5u/+STOIK+im9/Z5/ziyNn2sexsnypVcX1e0a6/01CTjD6KNXvopUCAbIfrzKD02bnmAN9U6ru961zc+t4teHXKjUuIrKqVhQ9WqEKuYKq01dIXvM7K06eN71TjRpeT6V6hd+3SlJrlUvc1L+inYEScYb9y7VLPFVaqfmKQ6zdJ1Ue3yinbX072f77LOZPDs1tRHLlZF93lq3Kqjbu5wjdKquIxb7W00YnXu15W54Amluarpz5P8D6TGwfGfnVQ57nINXm8dATLnalDry9S8eXNd2qia3K6mGrjkzGsjU988lKK4y+/UXU0qKfmCS5TeLEXlo+PU4IEvtfvUt+nR71/102WVYlWx7uVq2+ZSpVQ8X23apMld5xHrPGE6Mk8j+o/3HrCylo7RY6ONiLI+lFe2NgxOV1zKQ5pdgp3NSA7gbH//+98LN5KT+Ys+fvBSVXZXVto1N+iGlo2U7KqgJt0+y13bvDw68MOLalfDpfhaF6tt+5ZqXDVOFRr+SW8uDTxUn1/ce/bN1uOXVTTWx4a65vr2alHnPKVd1kRJxRb3mZo7qLUuM9aX5pc2UjW3S00HLrE+5scI36/6NlOF+Bpq1vZG3dT2IuO8cbrgzxP8rotQ1yE/J37WqMfGafmZ31rWIg3u2MJY99JUMz5a7mqNdKn5NTZP1x2jN4T/yHko6+i5XObJVXrlqvJKbPc3a4cl5PXRWCE3DFZ6XIoeKuIFMlJHckzEfRAlM5KTpcUDGiu+xUtaa/wCH598t6omVVRSlbs06bjxC7v2JbVIaKGXzA8aNwTevqGS3E16asYu608la6smdE1VfJMBWhjmHWuZ8x5V3ZgoxdS5XePW5r5jiOfoGo1/7QOtsY7jOdve1g2V3GrSc4ZOX+QEdU2NV5MBC4P+oQXkjfsYRVe5Xq+vtA7cxxboyWYuuVuPzD1tyPyxnxq4aunOibtP3WDJ2TFGHSq6dOGgpbk3VLLX6ZX0OFX6wz+09/SZ9PfrElXh+r9rR4ADofedD93B4z4mKlFXPPOzDnk/97gWDmgml7u1RvruYTg2Ww+lulT1xre03jp+HF32slolmddhIeM+DJnfPaLzXY1K7J0bfSM5X375pbUHgNMUbiQnR7++0UYV4pqq19d7jVO5+3ZMuFMprpq6b5p1n7V5TK0bq4qtXtEya1fOvnnqf1mCXE2NNS3A7YngcZ+huY/Wk6vaH/TOZusYeXSxnru8vKJiS2Asx/sO9e6Ace/ZPUbXJ1TSH8f7HpHP0W/v3qJqldvrjV99dR/iOhSOYhjLCb6OWsK9zOOr9Pfbzpc7uaVeWXIO71yW+Z0eOd+lRk8ssHYUje7du+vyyy+3TkUW4j6IJ554okReJSdj+n2qnnSbPjqUqUUDmiqlaw/dVqWxnlyUqX3v3aQKKT01x/grydn6ulq5E9RhXN5Xm8le/oyaxZlzaeEdvLyf53Kp5Yhgc2o52vp6K7kTOmjcqYI2ZWv5M80Ul9ZfYV2kN+5jVeOBmX4PzWZqbu9UuY3/y8dzbLfWLVmr3daNCWOPMnZOUff6LqX0nGMdMIyFYvR1Skxoozetg172+sG6PK6KOk3Yn+f68Sko7mOT79Snfg8EmDFdx5Vm/Bxyz2/ObtZwNdTjP/kfsjKMz60jVwnEvWfXaLV3x+mGcb9be4oXIzmAsxV6JCdnk4Zd7VbiTe/pd/+Dcc5vWjRrrlbvyT2GnpzxgKq7LtCj8/JW/JHJ9xj7zWPt2QtM0Lj3xrVLtXt87Te66NG+8beqYknM3OcX9wc+1G0VY5Vyw9P66IdNOnRqbfMX2joUFrvHffZmvffHmnJVNacPDgZct0Pm2aXR7d2Ku2GctePcRfJIjom4D8AcyTn//PNL5FVyPL+/o44V6qnvvC36W9uKum70Ag1vWUFt/7ZJM7vXUsXbPpL5xtWZc3oqJSZa7sRKqlTJb6uYIFdUBXX+NLyXKsxe8awR99X0wMxgD7dmak7PFMVEGwdp/8sztooJLkVV6KywLtKaub9w0DK/MaEs/fR4Q7kbPm6dNnl0aNUXGta3qzpcc4ka1kySyxWvBFeMceCefeqA4dk/QZ0qu9XixTXGzY0s44ZRY7lSumtWkJdIKyjuXU2fkv+Hsn56XA3dvgXGo51/aye3u4Pe2Z9ntdL2N1orvgTiXhmfqFN5l9JfWW/tKF7XXXcdIzmAgxV+JGeOeqa41KDfj37H+jOZx9S2xjH1eo3Jc+eRedtgqK5ylVenT85eYILG/eEPdEucW23e3JEnErOWPqWmcaUb98bNGK17715dWsVYN8tFyZVcT1fe3kdvzt7qd0MklHUoTDaP+xPf9DRuuFyg7rPOMey9MvRJp/Jypb9inT53kTySYyLuA/CN5KxZU7gnSoYle51ealFe1w55S3dVa6z+C49rft8GqnbXYA24JEFXvvar95517x+Vq7a6jP1RCxcuPGNbrI37At4dEFRu3NfQg18Fj/u5vVLlqt1FY3888/KMbfFGhXWRp55Q6/9qOWfH/fH5T6qZceOhevod6vvyGH32zVJt2fezBjZxqZYR96e/2mOa1d04GKY9oQWHZ+uhOi6lPbEg6AGloLh3N3tWK/y+nzMPqgfeu9FYVK7VG6eHJA3ZWvdyuuJKJO7Nl1pz6eqhm6wdxYeRHADmSM4999xjnQpD5jz1ruv/SGsgHu0dc70R92305hlzlNmrntelrorqOunsRw2Dxv3xT/Qn6/jof4TOWva0Lir1uM/lObZdC6eM1ct9u+raehUUHZui+6cetD4a2joUFlvHvUc7RrVRnPkKOEXy4HCGJppxf8Yr7pyLSB7JMRH3AZgjOWlpadap4mZGdF3VuratLqrSWROPenTkk06qcsmValGhnvr8kPsn4tkzTh2Mg9dlL6zKc29I5oqx6t3jOU3aEni4JpiC496jPeM6qLzrMr2wKs8lasXY3urx3CSFdZEhxX3uowWxVY0/eL974D0H/qk/JceoVnf/h1yNc5tPrDUOfI+8eJ9qx6XrZfO5CUGca9xnr3lRl7mT9cfxfmNROds0un0FxZbEWM5vf1Nbd3ndOt58HKd4vfPOO4zkAA62Z8+ewr9Kjud3vX9LBbmaDNRi/8Pt8Vnqnpqsq19Z5V0DsrzPr6qi2z/yHzX1aOfYDkp0GcfzAC+NEjTus9frlXS3kv/wjzwvgrDz7euNNax04z57/QQ92X2gPvN/VZtDE3VH5dw7pHIVR9wv09MXuVTjwa/yrJvnouC4D/0yM/du1PLV22Ukz7nz/Ka/tXWr/K3jrR3nJtJHckzE/Rl8IznPPfectaf4HTZivpLLpYQrXtVG4+/ffFjy6niXXJU661Pf62V5Dmh6t1S5klqo18Q1Opjl0fHNk9WnRZLi0h7XD2G+gWjBcW9e5HR1S3UpqUUvTVxzUFme49o8uY9aJMUp7fEfjNvKYQgp7rO07OmL5Iprrifm7fPeA3Ni21d6+abz5YqKUvKfJ+d9KTXribWJFRJVof1bfq88cLZzjXvzVXwmdqktV+Ur9MiYmZo/b7JG9UhXsvdJyYHi/oS+uLe2qjbqpdlFcGQ9ObuHUtwtAi54Rc0cyTHfMAaAMxV6JMdyeHZP1XdV0hV/napNxzzyHNuoT3terMTEKzR4tXUMM4L89TYVFZvyB42Yv0snPZna89MI3ZLiUvVOH+us58wagj+hNkc7Pvijqrnq6LZRC7UvK0t7FwzTTTVjgjyhtmiPz/nFvWfnu7qpkkv1ur6rFfuNryPniNZ/fK8auc9Tpwn7rHMVQ9zrgCZ0SlZs7Zs17JvV2rh+ueZ/u0y7wrlT7gwFxn3Il5mjTZ8OUo+HXtf3ed+7qnBOzlYPoy9avLzO2nFu5syZ453e2LFjh7Un8hD3Z1i8eHHJjeRYcraNVGt39OmxE+/DmjHeV5HJ8xK2x1bq3W7pqu6OUnRsrHcevtbVPfXR+vCPTqHEvenYynfVLb263FHRio2NUbS7lq7u+ZHCvsgQx3I8e7/WwJY1jJiPVUKlSkpMbqiOAz7WqC7V5Lr4Oa3M07bWE2ujk/Wnj3NfLjSYc45707HVGt/7OqVVTVB8pTq6rNOLevXeemc8Z8CnKN8hOEsL+6cp7uK8X2NxYCQHQKFHck7J0LrxD+mqmnGKinHJFROtCg1u0jPTtxtHs9M8v8/Tq39qpvPizPUlVrHla+nyv/xdS4K81HLwuDd4DmnxqDvVpGKsd310VbpQ9z19f5CZ+yJ+B/d8x3Kyte3LfmqdEq8oY11zuYx1tHyqrntqlnaeWt+LI+6Nz980QT3Sqxnrdzmja6IUW/kOTTiHB38LjvtQLzN37Y91X6e3z3jORWF4XxM/7mI9W0QLZKSP5JiI+zOU7EhO4WQf2amNa9Zp676MPPOFxSdbR3Zu1Jp1W7UvoyQuMVvH9mzS+l9361gxx2zIjm/Rkp/XaneehysyNOXuKnJfMcQ6XUwyF2lA00pqN2pLsf+8GckBnO2cRnLOlHNUOzeu1frtB3Uyv4Y7eUBbf92hw4Vr2LyyD2v7+vXacaSAo2XGVN1/WW99V1QD6QXxHNfeTWu1avWv2nP83IM2dDnKOLBHe/Yf0cmSCQZDSV5m7isNVmo3KrxR4SD+85//RPxIjom491MaIzmIEAc+0u0V45X+zOJTb5t9fM0b6nCeS2n9F1p7isfBSXcrpXE//XAOLwMcKkZyAGc715GcyJCp5a+2V6sB808dzxGhDk7S3SmN1a+IFsiyMJJjIu79lMZIDiJFhpaNvEl14txKTm2iixqnqJIrXqk3vqYFRTEzGEzmcj2f3lD3Ts5/7Kgo7N+/n5EcwOFat259jiM5keHE/n1F82ROlCLjRtrz6Wp472TtK6KfZVkYyTER934iYSQHpStr31p9+8U/9cmUuVqx9ZBxaClent+XaPK0FTpYAosQIzmAs5kjOVFRUZoxY4a1B7Axz+9aMnmaVhTRAukbyXn99detPZGLuLcwkgOnYyQHcLbRo0c7YCQHCKysjOSYiHsLIzlwMt9IzuTJk609AJzGKSM5QCAPPvigrrjiCutUZCPuLYzkwMkYyQGcjZEcOJk5klO5cuUyMZJjIu4NjOTA6dq3b89IDuBgvpGczMySem1IwD6++eabMjOSYyLuDb6RnLVr11p7AOdgJAeAOZLzl7/8xToFOEtZGskxEfeGv/71r2rcuLF1CnCWcePGKTExkZEcwKEYyYGTlbWRHJPj494cyalTp46ef/55aw/gLOZITteuXa1TAJzGHMmpWLEiIzlwpLI2kmNyfNwzkgMnYyQHACM5cLKyNpJjcnzcM5IDJ2MkB3A2RnLgZGVxJMfk6LhnJAdOx0gO4GyM5MDJyuJIjsnRcb9o0SJGcuBY+/btYyQHcLhWrVoxkgPH6tatW5kbyTE5Ou4ZyYGT+UZy/v3vf1t7ADjJ7t27vSM5M2fOtPYAzuEbyRk5cqS1p+xwbNwzkgOnYyQHcDZGcuBkZXUkx+TYuGckB07GSA4ARnLgZGV1JMfk2LhnJAdOxkgO4GyM5MDJyvJIjsmRcc9IDpyOkRzA2d566y1GcuBYvpGc3377zdpTtjgy7n0jOZ999pk2bNjAxuao7fvvv/f+/k+ZMsX6iwDgNBdffLGaN28e8BjBxlbWtw4dOujKK6+0/hrKHkfGvTmSY8YNG5tTN0ZyAOcyR3ICHRfY2Jy0ldWRHJMj4958GGbjxo1sEbDVqlVLTz75ZMCPsRV+2759u/XXAMBpjh8/HvC4wGbPrUePHmratGnAj7EVfivL78zu2CfUIjKkpqaWubeFBgAgVIMGDVKLFi2sU0DBiHvYGnEPAHAy4h7hIu5ha8Q9AMDJiHuEi7iHrRH3AAAnI+4RLuIetkbcAwCcjLhHuIh72BpxDwBwMuIe4SLuYWvEPQDAyYh7hIu4h60R9wAAJyPuES7iHrZG3AMAnIy4R7iIe9gacQ8AcDLiHuEi7mFrxD0AwMmIe4SLuIetEfcAACcj7hEu4h62RtwDAJyMuEe4iHvYGnEPAHAy4h7hIu5ha8Q9AMDJiHuEi7iHrRH3AAAnI+4RLuIetkbcAwCcjLhHuIh72BpxDwBwMuIe4SLuYWvEPQDAyYh7hIu4h60R9wAAJyPuES7iHrZG3AMAnIy4R7iIe9gacQ8AcDLiHuEi7mFrxD0AwMmIe4SLuIetEfcAACcj7hEu4h62RtwDAJyMuEe4iHvYGnEPAHAy4h7hIu5ha8Q9AMDJiHuEi7iHrRH3AAAnI+4RLuIetkbcAwCcjLhHuIh72BpxDwBwMuIe4SLuYWvEPQDAyYh7hIu4h60R9wAAJyPuES7iHrZG3AMAnIy4R7iIe9gacQ8AcDLiHuEi7mFrtWrVUo0aNTR48GA2NjY2NjbHbYmJiWrevLm1KgIFI+5ha9ddd50aNGigxo0bs7GxlcJWrlw57xboY2xsbMW/NWzYUHfccYe1KgIFI+4BAEG1bNlS/fr1s04BAOyOuAcABEXcA0BkIe4BAEER9wAQWYh7AEBQxD0ARBbiHgAQFHEPAJGFuAcABEXcA0BkIe4BAEER9wAQWYh7AEBQxD0ARBbiHgAQFHEPAJGFuAcABEXcA0BkIe4BAEER9wAQWYh7AEBQxD0ARBbiHgAQFHEPAJGFuAcABEXcA0BkIe4BAEER9wAQWYh7AEBQxD0ARBbiHgAQFHEPAJGFuAcABEXcA0BkIe4BAEER9wAQWYh7AEBQxD0ARBbiHgAQFHEPAJGFuAcABEXcA0BkIe4BAEER9wAQWYh7AICXx+PRBRdcoCpVqpzaYmNjFRcXl2df8+bNrc8AANgNcQ8AOOWPf/yjypUrl+/WvXt369wAALsh7gEAp4wePTpg0Ptvn3/+uXVuAIDdEPcAgFN++eWXgEHv26KionTgwAHr3AAAuyHuAQB5pKSkBAx7c2PeHgDsjbgHAOTxwAMPBAx7cxs4cKB1LgCAHRH3AIA8Jk6cGDDsze1//ud/rHMBAOyIuAcA5LFv3z7vbP2ZYW++JOa///1v61wAADsi7gEAZ7n44ovPivvrr7/e+igAwK6IewDAWfr3739W3A8fPtz6KADAroh7AMBZ5syZc1bcr1y50vooAMCuiHsAwFlOnDght9t9KuzPO+88eTwe66MAALsi7gEAAbVr1+5U3Hft2tXaCwCwM+IeABDQa6+9diru33//fWsvAMDOiHsAQEDLli07Ffc7duyw9gIA7Iy4BwAEZM7YJycnq0GDBtYeAIDdEfcAgKA6d+6sXr16WacAAHZH3AMAgnrnnXc0ZcoU6xQAwO6IewBAUNu3b9fhw4etUwAAuyPuAQAAgDKCuAcAAADKCOIeAAAAKCOIewAAAKCMIO4BAACAMoK4BwAAAMoI4h4AAAAoI4h7AAAAoIwg7gEAAIAygrgHAAAAygjiHgAAACgjiHsAAACgjCDuAQAAgDKCuAcAAADKCOIeAAAAKCOIewAAAKCMIO4BAACAMoK4BwAAAMoI4h4AAAAoE6T/H3W6TxKcMbriAAAAAElFTkSuQmCC)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ZC_Av_6joTDP"
},
"source": [
"\n",
"\n",
"```\n",
"if condition:\n",
" statement\n",
" statement\n",
" etc.\n",
"else:\n",
" statement\n",
" statement\n",
" etc.\n",
"```\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "B8zIh5bdEGZZ",
"outputId": "125fdc3c-38ad-485d-e905-7b6941ae3b43"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"A little cold,isn't it?\n",
"Turn up the heat!!\n"
]
}
],
"source": [
"temperature = 36\n",
"\n",
"if temperature < 40:\n",
" print(\"A little cold,isn't it?\")\n",
" print(\"Turn up the heat!!\")\n",
"else:\n",
" print(\"Nice weather we're having\")\n",
" print(\"Pass the sunscreen\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "blV91YQoo068"
},
"source": [
"**Note :** Indentation is extremely important! Use **TAB** instead of **Space**"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Aq5JGO8UtP-D"
},
"source": [
"**INDENTATION HELL !!!**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "4gjJze5mroiM"
},
"outputs": [],
"source": [
"number = 5\n",
"\n",
"if number == 1:\n",
" print('One')\n",
"else:\n",
" if number == 2:\n",
" print('Two')\n",
" else:\n",
" if number == 3:\n",
" print('Three')\n",
" else:\n",
" print('Unknown')"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "kIHh5clspNvF"
},
"source": [
"**(7.2)** If-Elif-Else Statement\n",
"
When multiple conditions need to be tested\n",
"\n",
"```\n",
"if condition_1:\n",
" statement\n",
" statement\n",
" etc.\n",
"elif condition_2:\n",
" statement\n",
" statement\n",
" etc.\n",
"else:\n",
" statement\n",
" statement\n",
" etc.\n",
"```\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "bVNeCi07r8ac"
},
"source": [
"**Need For If-Elif-Else**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "L-PxYZEdshaL"
},
"outputs": [],
"source": [
"number = 5\n",
"if number == 1:\n",
" print(\"one\")\n",
"elif number == 2:\n",
" print(\"two\")\n",
"elif number == 3:\n",
" print(\"three\")\n",
"else:\n",
" print(\"unknown\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "EvrQxyaZvLlo"
},
"source": [
"**(7.3)** Relational Operators and Boolean Expressions"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ce6uZZovv2dy"
},
"source": [
"![relational_operators.png](data:image/png;base64,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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "UoP8WdJryVTU"
},
"source": [
"**Read about how strings are compared [here](https://www.geeksforgeeks.org/string-comparison-in-python/)**"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "VHOWFebK10Lk"
},
"source": [
"**(7.4)** Logical Operators\n",
"
![Logical Operators.png](data:image/png;base64,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)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "mqkxf9o8s0jo",
"outputId": "0d0d4578-4d17-4b47-f858-cd29ee23468a"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"something\n"
]
}
],
"source": [
"a=34\n",
"b=26\n",
"if a>1 or b>1:\n",
" print(\"something\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "hOp2LAcP7a7y"
},
"source": [
"**Short-Circuit Evaluation of Logical Operators**
\n",
"
1) In case of **and** operator, if the left boolean expression evaluates to **False**, then the entire compound boolean expression evaluated to **FALSE** without the right boolean expression being checked\n",
"
2) In case of **or** operator, if the left boolean expression evaluates to **True**, then the entire compound boolean expression evaluated to **True** without the right boolean expression being checked"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "o7Bt2gE_8OyY",
"outputId": "c9bd064b-bab9-4e51-c637-153a5244d07c"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Not OK\n"
]
}
],
"source": [
"#Short-circuiting of and operator\n",
"\n",
"num = 10\n",
"if num>10 and num%2 == 0:\n",
" print(\"Ok\")\n",
"else:\n",
" print(\"Not OK\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "3qtOK1D68nFW",
"outputId": "e87de4a1-ecf9-4a9a-e304-8762366b080e"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ok\n"
]
}
],
"source": [
"#Short-circuiting of or operator\n",
"\n",
"num = 10\n",
"if num==10 or num%2 == 0:\n",
" print(\"Ok\")\n",
"else:\n",
" print(\"Not OK\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "8h7rL9953tIJ"
},
"source": [
"### 8.Let's recapitulate what we have learnt so far with this question\n",
"***Determine whether a customer qualifies for a loan based on the following criteria***\n",
"
***(a)Annual salary is greater than 300000***\n",
"
***(b)Minimum work Experience is greater than 3 years***\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "bixZU_co64ZV"
},
"source": [
"### 9.Some More Operators with their precedence and associativity\n",
"Read [here](https://www.programiz.com/python-programming/precedence-associativity)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "XJTH8HVo82hN"
},
"source": [
"### 10.Repetition Structures - Loops"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "dCczl4GbItZ8"
},
"source": [
"**(10.1)Motivation**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "HI0FiFyK5ntZ"
},
"outputs": [],
"source": [
"a = 10\n",
"print(a)\n",
"print(a+1)\n",
"print(a+2)\n",
"print(a+3)\n",
"print(a+4)\n",
"#.\n",
"#.\n",
"#.\n",
"print(a+100)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "SePEdbTKJ-Nw"
},
"source": [
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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Xy2xSx9GKxLO"
},
"source": [
"**We can do better!!**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ZDDhgISbKoTs",
"outputId": "9e111d2f-4783-4ae2-cd7d-2a2d8ff6a247"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10\n",
"11\n",
"12\n",
"13\n",
"14\n",
"15\n",
"16\n",
"17\n",
"18\n",
"19\n",
"20\n",
"21\n",
"22\n",
"23\n",
"24\n",
"25\n",
"26\n",
"27\n",
"28\n",
"29\n",
"30\n",
"31\n",
"32\n",
"33\n",
"34\n",
"35\n",
"36\n",
"37\n",
"38\n",
"39\n",
"40\n",
"41\n",
"42\n",
"43\n",
"44\n",
"45\n",
"46\n",
"47\n",
"48\n",
"49\n",
"50\n",
"51\n",
"52\n",
"53\n",
"54\n",
"55\n",
"56\n",
"57\n",
"58\n",
"59\n",
"60\n",
"61\n",
"62\n",
"63\n",
"64\n",
"65\n",
"66\n",
"67\n",
"68\n",
"69\n",
"70\n",
"71\n",
"72\n",
"73\n",
"74\n",
"75\n",
"76\n",
"77\n",
"78\n",
"79\n",
"80\n",
"81\n",
"82\n",
"83\n",
"84\n",
"85\n",
"86\n",
"87\n",
"88\n",
"89\n",
"90\n",
"91\n",
"92\n",
"93\n",
"94\n",
"95\n",
"96\n",
"97\n",
"98\n",
"99\n",
"100\n",
"101\n",
"102\n",
"103\n",
"104\n",
"105\n",
"106\n",
"107\n",
"108\n",
"109\n"
]
}
],
"source": [
"a = 10\n",
"for i in range(100):\n",
" print(a+i)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "d5cXUN-iL9Gx"
},
"source": [
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)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "qinAB-tDPMel"
},
"source": [
"**Notion of Repetition Structures**\n",
"
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)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "OUBBDj9-MCSo"
},
"source": [
"**(10.2) While Loop**\n",
"
1.Condition Controlled Loop\n",
"
2.Executes the statements inside until the given condition is TRUE\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "aHYZ1S2NK65p",
"outputId": "f6ff61b7-cee4-4046-837b-47cc17370a3f"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Lives Remaining 10\n",
"Lives Remaining 9\n",
"Lives Remaining 8\n",
"Lives Remaining 7\n",
"Lives Remaining 6\n",
"Lives Remaining 5\n",
"Lives Remaining 4\n",
"Lives Remaining 3\n",
"Lives Remaining 2\n",
"Lives Remaining 1\n"
]
}
],
"source": [
"#Initialize a starting condition\n",
"life = 10\n",
"\n",
"#Declare the loop\n",
"while life > 0:\n",
" print(f'Lives Remaining {life}')\n",
" life = life - 1"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "PtNzPBxZNy4D"
},
"source": [
"**BEWARE OF INFINITE LOOPS**\n",
"
\n",
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JUcyi5wyOIXlCIWWIt1IOmTeFp1IWPpkJYjPEZhFjRo5AXIE1k5gvRKhk4YYWahCyoqdtYeSCTpgWYAxMRHGNBhlWRWhKSki4JZnZLQ4rGWrYJyZWBCZEcomKxSZSuQiKqmiYIeIVvwjgkJGphGfBweTgYTF6dRFlNQKwUIyQMqTLMM+kYwjR3UyZPgqsWKSP9hiwN4IgFsPn7PIkbgAd4MSruhSbKQQkq8w9ikpagwBqikAEzPfkdC48gXUiPXpjQB7eqeLfUpQBsX/qYUqEjTV7WcEgC7ANZYgusVnSjlsQCcESdVZtB9N07XQRj0mTIeUgJ5Qx/+Fg+mEIOERvGnCxohjRNKCgSadNpc3jhAyhhKTjCYYZmn0MeMuaqXGWVgz3pXGin+gcIILRN7knGNTiHgCLigeIVWASuqRIHay7SHHIQGEwCJsVu2B3oOdRfkLj0fwNQl90fHknFLcseScWbDRgohMLcRAzEABdMbmSF1IshVGMKwwRAwmegZHCBq6pwxQMNimlylYGBelEpC8ghp3WEAhwkyVbvJiACewxcsIo5lBQhSlBoOFG1XRQh0ldNSy6aLTTYLCQdRZCKsQuWrpTXevtJDMPi8oN2oYKAQbirHXSRFCCXe5YOYUOJ5W4LXYQZYJt92a6gyHR9Ci3GmxkLuq1iaU8GhjetUkQVh1bDZiq3+waQiGm14YEWpdIHZCaSJJ4GUSj8uG4WWGtYoyBoRr3DpGq//euWjFg8jIj4cZ/+FsXWFg3FnCB89Jya+xcTzVu3HY2dmKuQBoogsBi+HmaaOFaRxsEPs5BLEURafzJMrwRl4eTAo2ZWexhbB0Ud95mLR5GUVtokUBDUJyVK4SMqJsbEwoiojqiuFydVuXTUSlqKr9BxMjBgEAIfkEBQoAAAAsAgADAD4AXwAACP8AAQgcSLCgwYMDc+0KtmvhL4QQI0qcCCAZAF26nmnciBFjrocUQ4rECCAAgGAbU6rUhSuYyJcIcWXcNXCXypspdeWCyTNYRo26XF7ESRRoL54hc/3kmMtn0aIskUpU+rQqUV28pCKkarXrSlxaC/Za6rXss5ZhB5I1WxZs2l1r2Xo9GjauXK87pf6ye9cqXaS4+t7N9RcmX8FVhfI8jLioVsaNcbpdHNnsZMOVy+aFeSuzZqmevSoWGSBE6K6PceYi3CsY18ipVeKiWTBwUV6re4X4lYto4ZdxNxO8xZcXyIEhhN3UpdU2R4h2jw80GUx5yssw916H2PvmUZMGrW//HM3T+VnuOMkT7JVTOs+xG7ETNK/RvcGUwqUula825e4QEYmny29IOXUeQmTZF158afX3jE4HmbeaRL1Yp4uCgDFVG1l0VUggABbmF5ZNHLGUi0y8bNQLSLkoJ0x4FjZIUHdVHSeMeMGE4BovNzIoo0DsVVXYMKL9KNAvVdFGUFfMGSnQYcOo9wt9yzkp0GuyIRQkVFYmFFcIvdDlzEBEQqWekb0Q9stut5h21mq37FImTiwp2eVAyxAzkHm3zLncR3dKJJNVLH0YKDDM+HIlZPUFCpEvzOzpVZxnOirQMU9+xKQylha014A1dSQqS7909mCntWnE30EonYrqQK3i/2Loej9VGuhYppEKkXauvjpjfCy1tNqJGPnoq5dlXXisWDRCtWpPGcn6UrN0ihjbg7YeRG1OdqaFJH4hgWcXhE7eNKFIJ14366694CKtWHQ+SxB4QK4bkYG9DrSlStlKRG9SZOmCzH04AYlqXE0S9O1VlvK6krbiLQeqlfDRSVAzTbb4FEYYIgVXUZfhwgtduJl61cR6dfRUyM8Ik5VAKVZFUnnFEvqXbcIUA4AxK45Vc7xJNcVWwkopa4tBRUNlLZCD3qVLtwDoqWXTEpMHF6NYyYQwQv8aRPVyv/DGqLujfZ0vTFiyhQtht7AqYVhTMnodYRTtciIubXvL5LsvAbvz476OLSuW2UT1e6cxcFHprODAKP4gS+NCfSfRK02c9FeWag1SxR4Z9HOJHWvls1F7RrXVuEu/lKa7nz8or6fjJixSuypX9fJICAeFe7K6cPoS4Y9T1PrGqU8VO0u2yq2q5CJ9vDHfArVKKC6hh1SxzHZi/fpLDm9MNGSy/yg3yquD3CW+GxfUJvoaFX/tygiR+NzkhEJ0S8wPuq8V+yUaXvT2YaGW6QQnEeflTyBdI6DnMvI0BTavXwEBACH5BAUKAAEALAIAAwA+AF8AAAj/AAMIHEiwoMGDAgsl8gPJD8NICCNKnDhxkSROARo18sSxo0aNiSBSHEkyoUZJAAJA6siyZaNHkAqVnGmwkKONfgb6acmTZaNEMmnOhLSRYyNIAov2XNookFCSiZQaTUR0qVVPjRw9nRj1qlemWrce7Pq1rMuwYgcGkmq2Lcy0A9m2besoqFg/cueaDWT3aV69ZhOJjfQX8FenWx8ZXpwIsdDCi70i9RvZcN+SkiBXXoqWpubNPB89LfQZNEvBT03PRU2zkOq2k2cCcP267GWSpHsmahwIElnQt0nKdZSToM2rlCY1LoRo0lLHnnmyLviXEqKChf7wbBR8pCOX3fMi/wo+SDtL0VsJn4+YqCf0guY7xn76vWPngu15DooYyKfIrWt1hN5BirU0XkS0cTTdVkrdR5BUzHUnUHxNwaVSUQ6axNJ1E8U3IFxF/XRQfRwpN1Eg5jXyH1wkikjQTSwhhuJ7E05loU4+ZZXITSQywmEi2v1x2R8p3jhQfl5xGACRHQ1SyCCTUMIkRx9a2J9XjBBkiVnzWRiJV04aVxZ3Rmq4lCD7FYRIJV41UuaRf1WCECNtvjmQQnIVwkiWAVyS0JZWHWUnQYE0FkkhENFWSSWCDSJIoMQNahAhmQxEoicBANrTTytKSuBnWfHlqUGHYGKIQL9d1emoAxmCSR8CFf/4VQAMScLqWEmFNGZxtwpEWIUC4fXRsI5AZFSvBBWY4UErYYXsQM0+QqNBAXrS5a1rufbSqgOph5WEoyL5SFYw7ZbIuA0+i19pRnErVCHwzlToVy+BW1JVjkzLXpsLipWbUdciiOR2vHrZElAjpfSvS/2mlWBHu5Wk0KX5ChVJII9UXNCVLlWJUEoBwBsIX/Yyq5SbGy8VMEkg45ZqI51gt1TI+pa5sEe2EvRloCUPlhfKBU0S33bAvlntdgQpgjKQV2nk7lN4WdWZI5QgllwATRf91K+QffjdH4IMRAm9ZM5UCLpjOlbgH05pwsjFH0FaskJU6QV0VCoGIIBBeAf/2rBAgcBoWCO85gwIIAgF/pdGMd0pLL2O3CQX0AW1XNO4gUYSSaqcwWQX5j5thWdkjjSGECSX/k1SJKCbVbqoEhXix44ebz2mtD0TdIiRHF+Vu6SKl7Uyq5rgdWmbdakbwCHHe5TVzwV7mllCA2MFbN9nsYquSNWCZJBGRD8t1lohImZTVuz9rDpuhWYMvk/LHuStS5STpPj7V8V/EGmTCyocu9bbBE1al6OR4I9e65MI54yiEUc0riYAjNRdNBOqvjSLXo8Qn/1KQ7g7gUp/NJlf1uBUpzfdLFCOaZ9VageXqtCrJi48jaRKw8Kd+OR3MwGVhMZmI0nFkH4PRAieG17CquplJV7Km0jUemi5JCIEfB10YkkYAq6AAAAh+QQFCgABACwCAAMAPgBfAAAH/4ABgoOEhYaHgmlhZG9kjGaIkZKTlHF5AWxsfJucmZlhkJSio4mZcYJvnKqrbG5vaaSxhmltmmSDZKu6qmxhsLKxb5qbbG+Cw7vJbGLAo2HIxGHCydR8bG3Nk8/V3MrY2Yfb3eOs3+CDYtDk667ng+rr622/4GTw8eRi9M33+ORh4Mz089eNWTY3BBOGMQhsYEJuxvg9JLiPVByHE5OZk4Uxoy43zdJ09KgKYDOS8UzKSoNyXcSVLclVHCVyV5iFYt6I8zhzFLw2twjRqlbmpj4zYZIx5KhLZaF+ZUINSgNHF5ueotqwwnrPTEUAAc5UVQUym0CykZLqWlpoLKeXzf+0ctpYSO2qM5HE8JLaLB2nsocQrvIaiSUnp9mQ0SUELQ3hSG6XuQswjc/iUqr4InIL2N2wXofkbro5ScxYNprBiQZNqJYqg6bZCjqN+FyuTtfC1BItJlSYqnAqwjk9mZDdalKHczqT5kyYMso3dZ6sl9vSOeTgTjbDjbnQcVeLTx04B28hM3K4sRFvvJ8cRNWprWc/dSenNGIM2kmEXb52+mIs5BUkhskhB0Bn9LfLNUHRd8gdg4jGRwAKWgWKg6K40dE1+mCIiBp1oCGIfdSk5iEhaNQBhiCCdRMAI6eciAgex4ACnh4yGiKQZILY48mPbUBCTI6GCHbZIalYQ2T/IUm6IZshfvHxX47psNSKiYKcZQ1WOdqlYRuu3BSGhootGc5IxGC5UhpcHhJgN620Sco0bTyZlnq1ZVMTMVMiooh8DW63ii+k7MlKnuAYVhKihygiYZ3AmCGGG5AWEh8v003CZn5sAlOZkpYm0yeGikDDxhqFKLpKAPgRaWgnMQ7CnXxynqMlK+G4ZRWPAPYz3yB7jKjrrmoCYw81G7VRhkFFBVBNJnaOsqNDnWkFRxmDlAFneLGkQSZ4DAkGBzN09JZOJvLNQ4ki0uDz6zOoIQKvfIyK4RpBbDQY4xhjwHfvrq9M5SOcbdQCz6+FaiifGUh1BGbALKqDcLckxtPG3UKIvCEho6KYobA8C8mZBhm6ZdrMrOo5WWshaoh3KTUrn2jvSKPKSIc9EqqnrpmCqJEzbv/yEuiJFyVynDU8zltOjmSGEuUnhqDLSrwOnkuMQbRck9Y9rCUaIKVSd3LkIbfyMrEoM4eNbLdqE1MMKW0/e6osH08tStz0ZlMx0tdAnCqalg0ty7HP1rlPknC6UewoUarX4KvesFe2fO9idLY7kCvD0NfUmOzOp8/OAvpoHo7k+W2dxMyUelxqG82Jo+Pmd6Pwei7e0dd0yrMohFvD8e6HoJsv8MbObkggACH5BAUKAAAALAIAAwA+AF8AAAf/gACCg4SFhoeCQEM5TzmMOoiRkpOTSlJCAEtLX5ydmppDkJSjpImaUoJPnausS05PQKWyhkBMmzmDOay7q0tDsbOyT5ucS0+CxLzKS03BpEPJxUPDytVfS0zOk9DW3cvZ2ofc3uSt4OGDTdHl7K/og+vs7EzA4Tnx8uVN9c74+eVDwunw989bM21OCioccjAYQYXdjvWDWJBfKSkPKSo7Nyujxl1OnAHx+HFVwFkBcJSUd3IWkJXsJLqEWc4iqZG8hjBs8mTcR5uk4jHBRaiWtSlUhkQBooOKsoYdd7UkhMPfFFGDgEDZtQToKCatvOLTYTEAAB9bV4XUNlBtpCG8/6JESttJpjOwnTgWgrvLR6QovbA6U9dp7aGErMhGetlpqrZkeglFY+pVEF1m7wBQ+xLZ1CrBiOgafkfM1yG8nJJOipJ2CehwqE0TsrVKLgDWtgu1doxOlydsQ2yhTiJqyFYoFqG0zkyIbzesyjv5AOKDypTonEZnbuItCSEr5exm1tFtelFyXZlnJRjEbyEdVbotUd/cXxVESeTTL+qzE5Ak3gFQRCLgVWPMfoU0wRBZOuDAWBVVBORDEAYOheAhRhAxCGpfAFAgL768dqEhTniEzT4jHvKDFzwI0l81IqYoCA9ZDIKYNwAwgoqMh3CBTCjodcHje5o0dM8nSDIBSf8xQxaCWGeHqHJNk4RI6QRUiBD2hXhDqvOSKzEC0NY1lcnoXIlMvKLTECVCRqUhL1rjGnNA1CmLgt64UmYp1DCB5Tby8aYNTsVwuZhzXBHFHHkm7VkUPrKpx5hJgiKiCId+BqNDE05kmiCI2k1SZxP7OGrIZlN+youhIyoSzRJYFDIpKwAA8SeChPay4yCMLmMqW5AeQgVdXGGGoJZcEXKEFi4SW2yYwdxTDUdMTGEbUgDIaSywmlgzGlhQBDHIFHmmJwsQbaLXEGJQNIMEcep0+42jikyTz3wuagLJDnDKC2KlADRBW0FLKLpjD/weIrA/msCS1ZF5MmFLPPieW6L1gTroEOcuaTosyMW9DLpxOUwwhEOUHAI8ig4gk8zQnkDkEJwTJ7/Tq5xX/jrID+px543OFy5MDqs8InEPh/LR86YgPyD928CtKCqjFFskgug1xkJDMZTqtSmKlqAY4u9v0GoTbzEH1YLNW5CqPIqtbE5sTiljtlJxKQuPvdG5emNNtNgkFbPEFbO03MvdkfRtoNtsg6gJEx7LGjhnUkeb0Yn8SJmnE2WPgqyciuZaIX11azvIyJ7gStK2Ct4I0oWoylmIg7FzwvhE3mhnVo5hjWiiVzjEdrsztf8W+SGuusLj1djYuTQl0krzvCzdFjz9LIyUGQgAIfkEBQoAAAAsAgADAD4AXwAACP8AAQgcSLCgwYMCcZQCpQoUQ1EII0qcSJGVQFOmamnciBFjKYgUQ4pMiNEiAFUbU6o0lUoVjpEwDeI4lRHUQFAqc6Y0VeplTJiqMmo0peqizqNDUf0UWUoox1JBkSI1dWrpxKZSsx6lahUhVq1gV1btShCV07Boa7UkO/BsWrSnfHYF5fZtWFRyl9a1G7ZUV1F7+WpVajWVYL6lCP8MfDhrUb2N7eYdyYpx5KNjF19Om2opDsubVfpdGhrt6Jg4Sod9jFo12MkiP+sslRiVqq+XYYuse8omwZlSW9EehUPUp6OKY9Y9XTBwK5ADcazKaUp3yFMrre8VpZvU9JSdrQL/Bh+xlM5REb9vZL0U+8bMBs3nJBVx1E7oS81uDH/QsEruEaW2EXNWOQVfcykVZ51A6pmSnFVR1XJgdGfhh5B6/LElFE8HuacRbRON8p0pFnblIYcE0ZQSegCIyGJBIxJIFk4cUVUKTR6OAlIp060y2SojslWQfFlBB+RGpOBAyienHKlRhkKiotWLALiympAEiZIVfb+BVR2WFCIVCpdlHSeVKWAShJtKnyBk35lp/ramRi1SCQAOVk7FXpwAoJIYd9wJ+MknfpESylS98UmRh7VUOdVHilKUCmi1UIVXpAjBQotAcx5VIqYEwTKQf1oBwJBJoMZ30UdexpJqQYA5/3hTR7RSBdFQrxbk34QIoVRprgT5msqDB+lXy56vmpUaS58KNF6lC4JK5KSntERbKZMaCGx8lHLULGo4RGuQn1qxJK5IUZ1CrEREbiWjVbINhWyA7a7kG5ZaptTTSPGu9G5XAur770EKMaruT6KgksrBBUlJHZQThYsKXucaFOGvDR81b6QKnWXKKwUFrNKd68bZL0eoOntmxeLthaZBn6hHnax8GktdQbNwKvPM3/5EF1LwndIKi6e0eSbNLWMkVYbYrRLKQK2U+yVMOGTrpWL+rcKijmYpvVVcFCkE1VsvA9AUiQAIwC1jKBarIl+m3JsyQqi8PbNL0dFFKVU01fZVdkEBBDjpVKKI0mlO1eIt0OA7wXt4WKck1iujA4ckCuOQJyYuDqDcCPFS+WbF0qXbZqwVy5HW3e3Gr9LFqOhglw7A6zXavdO9oLIiS0L1YkTY2dTxmma2IBnrkUFe74R2zV7TPBNXXrlceUg4+Llw8kMJf9CzK/0tkurYY0Z1+JUSNRL5U30cE+bKh4S+u1Yd3tEpiofcrUaJzgWapXn5Wm4qPftet+IWJtiliXtHG8jjOMKnk01FMdZDyufYcjE4hayCH4pUtyZII46gDiZ7W9CJptcVDNaofgQ72wTB1Lu4fDBXPxsKCWVHEKURkIYwYUi0AgIAOw==)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "XLxRxiWYNUOC"
},
"outputs": [],
"source": [
"#Initialize a starting condition\n",
"life = 10\n",
"\n",
"#Declare the loop\n",
"while life > 0:\n",
" print(f'Lives Remaining {life}')\n",
" "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "UcHL0328OWFb"
},
"outputs": [],
"source": [
"#Another way to represent infinite loop\n",
"\n",
"while True:\n",
" print('DEAD!!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "vOcfmQ2IPco_"
},
"source": [
"**(10.3) For Loop**\n",
"
1.Count Controlled Loop\n",
"
2.Used when the no of times the loop needs to execute is known beforehand\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "fDKVK-eJPglX",
"outputId": "ed795891-8e93-492e-a9c3-8b188d4fc735"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1\n",
"2\n",
"3\n",
"4\n",
"5\n"
]
}
],
"source": [
"#Execute loop for 5 times\n",
"for num in [1,2,3,4,5]:\n",
" print(num)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "CtiYjqBpQIde"
},
"source": [
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)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "wylEWk-CP37O",
"outputId": "1df9712b-699c-472e-8e5d-605e633c581e"
},
"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"
]
}
],
"source": [
"#Use Range function instead of manually typing out the numbers\n",
"for num in range(10,0,-1):\n",
" print(num)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "jZpHfo0PQx4R"
},
"outputs": [],
"source": []
}
],
"metadata": {
"colab": {
"collapsed_sections": [],
"provenance": []
},
"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": 1
}