|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "metadata": {}, |
| 6 | + "source": [ |
| 7 | + "A database connection is essential for allowing your application (such as a Python program) to interact with a database. Without a connection, your program wouldn't be able to read, write, or manipulate data stored in the database. Here are some of the key reasons why a database connection is needed:\n", |
| 8 | + "\n", |
| 9 | + "1. Data Storage and Retrieval\n", |
| 10 | + "2. Enabling SQL Queries\n", |
| 11 | + "3. Transaction Management\n", |
| 12 | + "4. Concurrency and Multi-user Access\n", |
| 13 | + "5. Security and Authentication\n", |
| 14 | + "6. Efficiency and Performance\n", |
| 15 | + "7. Data Integrity and Consistency\n", |
| 16 | + "8. Communication Between Application and Database\n", |
| 17 | + "9. Managing Complex Queries and Relationships\n", |
| 18 | + "10. External Applications and APIs" |
| 19 | + ] |
| 20 | + }, |
| 21 | + { |
| 22 | + "cell_type": "markdown", |
| 23 | + "metadata": {}, |
| 24 | + "source": [ |
| 25 | + "To connect to a database using Python, you'll need to use a database connector or driver specific to the type of database you're working with (e.g., SQLite, MySQL, PostgreSQL).\n", |
| 26 | + "\n", |
| 27 | + "**1. Import required library:** To connect to a Microsoft SQL Server (MSSQL) database from Python, you can use the pyodbc library or pymssql. The most common choice is pyodbc because it provides a flexible and powerful way to work with MSSQL databases." |
| 28 | + ] |
| 29 | + }, |
| 30 | + { |
| 31 | + "cell_type": "code", |
| 32 | + "execution_count": 1, |
| 33 | + "metadata": {}, |
| 34 | + "outputs": [ |
| 35 | + { |
| 36 | + "name": "stdout", |
| 37 | + "output_type": "stream", |
| 38 | + "text": [ |
| 39 | + "Requirement already satisfied: pyodbc in c:\\users\\91960\\machine learning\\database connection\\database_connection\\lib\\site-packages (5.2.0)\n" |
| 40 | + ] |
| 41 | + }, |
| 42 | + { |
| 43 | + "name": "stderr", |
| 44 | + "output_type": "stream", |
| 45 | + "text": [ |
| 46 | + "\n", |
| 47 | + "[notice] A new release of pip is available: 23.2.1 -> 24.3.1\n", |
| 48 | + "[notice] To update, run: python.exe -m pip install --upgrade pip\n" |
| 49 | + ] |
| 50 | + } |
| 51 | + ], |
| 52 | + "source": [ |
| 53 | + "!pip install pyodbc\n", |
| 54 | + "import pyodbc" |
| 55 | + ] |
| 56 | + }, |
| 57 | + { |
| 58 | + "cell_type": "markdown", |
| 59 | + "metadata": {}, |
| 60 | + "source": [ |
| 61 | + "**2. Define your connection parameter:** " |
| 62 | + ] |
| 63 | + }, |
| 64 | + { |
| 65 | + "cell_type": "code", |
| 66 | + "execution_count": null, |
| 67 | + "metadata": {}, |
| 68 | + "outputs": [], |
| 69 | + "source": [ |
| 70 | + "server = 'your_server_name'\n", |
| 71 | + "database = 'your_database_name'\n", |
| 72 | + "username = 'your_username'\n", |
| 73 | + "password = 'your_password'" |
| 74 | + ] |
| 75 | + }, |
| 76 | + { |
| 77 | + "cell_type": "markdown", |
| 78 | + "metadata": {}, |
| 79 | + "source": [ |
| 80 | + "**3. Create the Connection String:**" |
| 81 | + ] |
| 82 | + }, |
| 83 | + { |
| 84 | + "cell_type": "code", |
| 85 | + "execution_count": null, |
| 86 | + "metadata": {}, |
| 87 | + "outputs": [], |
| 88 | + "source": [ |
| 89 | + "conn_str = (\n", |
| 90 | + " r'DRIVER={ODBC Driver 17 for SQL Server};'\n", |
| 91 | + " r'SERVER=' + server + ';'\n", |
| 92 | + " r'DATABASE=' + database + ';'\n", |
| 93 | + " r'UID=' + username + ';'\n", |
| 94 | + " r'PWD=' + password\n", |
| 95 | + ")" |
| 96 | + ] |
| 97 | + }, |
| 98 | + { |
| 99 | + "cell_type": "markdown", |
| 100 | + "metadata": {}, |
| 101 | + "source": [ |
| 102 | + "**4. Connect to the Database:**" |
| 103 | + ] |
| 104 | + }, |
| 105 | + { |
| 106 | + "cell_type": "code", |
| 107 | + "execution_count": null, |
| 108 | + "metadata": {}, |
| 109 | + "outputs": [], |
| 110 | + "source": [ |
| 111 | + "try:\n", |
| 112 | + " conn = pyodbc.connect(conn_str)\n", |
| 113 | + " print(\"Connected to the database successfully!\")\n", |
| 114 | + " \n", |
| 115 | + " # Create a cursor object to interact with the database\n", |
| 116 | + " cursor = conn.cursor()\n", |
| 117 | + "\n", |
| 118 | + " # Example: Query the database\n", |
| 119 | + " cursor.execute('SELECT @@VERSION')\n", |
| 120 | + " row = cursor.fetchone()\n", |
| 121 | + " print(\"Database version:\", row[0])\n", |
| 122 | + "\n", |
| 123 | + " # Example: Insert data into a table\n", |
| 124 | + " cursor.execute(\"INSERT INTO users (name) VALUES ('John Doe')\")\n", |
| 125 | + " conn.commit() # Commit the transaction\n", |
| 126 | + "\n", |
| 127 | + " # Example: Retrieve data\n", |
| 128 | + " cursor.execute(\"SELECT * FROM users\")\n", |
| 129 | + " rows = cursor.fetchall()\n", |
| 130 | + " for row in rows:\n", |
| 131 | + " print(row)\n", |
| 132 | + "\n", |
| 133 | + "except Exception as e:\n", |
| 134 | + " print(f\"Error: {e}\")\n", |
| 135 | + "\n", |
| 136 | + "finally:\n", |
| 137 | + " # Always close the connection after use\n", |
| 138 | + " if conn:\n", |
| 139 | + " conn.close()" |
| 140 | + ] |
| 141 | + }, |
| 142 | + { |
| 143 | + "cell_type": "markdown", |
| 144 | + "metadata": {}, |
| 145 | + "source": [ |
| 146 | + "**5. Querying:**" |
| 147 | + ] |
| 148 | + }, |
| 149 | + { |
| 150 | + "cell_type": "code", |
| 151 | + "execution_count": null, |
| 152 | + "metadata": {}, |
| 153 | + "outputs": [], |
| 154 | + "source": [ |
| 155 | + "cursor.execute('SELECT * FROM your_table_name')\n", |
| 156 | + "\n", |
| 157 | + "rows = cursor.fetchall()\n", |
| 158 | + "\n", |
| 159 | + "for row in rows:\n", |
| 160 | + " print(row)" |
| 161 | + ] |
| 162 | + } |
| 163 | + ], |
| 164 | + "metadata": { |
| 165 | + "kernelspec": { |
| 166 | + "display_name": "database_connection", |
| 167 | + "language": "python", |
| 168 | + "name": "python3" |
| 169 | + }, |
| 170 | + "language_info": { |
| 171 | + "codemirror_mode": { |
| 172 | + "name": "ipython", |
| 173 | + "version": 3 |
| 174 | + }, |
| 175 | + "file_extension": ".py", |
| 176 | + "mimetype": "text/x-python", |
| 177 | + "name": "python", |
| 178 | + "nbconvert_exporter": "python", |
| 179 | + "pygments_lexer": "ipython3", |
| 180 | + "version": "3.12.1" |
| 181 | + } |
| 182 | + }, |
| 183 | + "nbformat": 4, |
| 184 | + "nbformat_minor": 2 |
| 185 | +} |
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