|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "markdown", |
| 5 | + "id": "3c566057", |
| 6 | + "metadata": {}, |
| 7 | + "source": [ |
| 8 | + "# Sorting - List" |
| 9 | + ] |
| 10 | + }, |
| 11 | + { |
| 12 | + "cell_type": "code", |
| 13 | + "execution_count": 21, |
| 14 | + "id": "442a0a28", |
| 15 | + "metadata": { |
| 16 | + "ExecuteTime": { |
| 17 | + "end_time": "2022-11-18T17:07:55.713777Z", |
| 18 | + "start_time": "2022-11-18T17:07:55.701743Z" |
| 19 | + } |
| 20 | + }, |
| 21 | + "outputs": [], |
| 22 | + "source": [ |
| 23 | + "li = [9, 1, 8, 2, 7, 3, 6, 4, 5]" |
| 24 | + ] |
| 25 | + }, |
| 26 | + { |
| 27 | + "cell_type": "code", |
| 28 | + "execution_count": 22, |
| 29 | + "id": "8ff04339", |
| 30 | + "metadata": { |
| 31 | + "ExecuteTime": { |
| 32 | + "end_time": "2022-11-18T17:07:55.964429Z", |
| 33 | + "start_time": "2022-11-18T17:07:55.950431Z" |
| 34 | + } |
| 35 | + }, |
| 36 | + "outputs": [], |
| 37 | + "source": [ |
| 38 | + "si_li = sorted(li) # Non - inplace sorting" |
| 39 | + ] |
| 40 | + }, |
| 41 | + { |
| 42 | + "cell_type": "code", |
| 43 | + "execution_count": 23, |
| 44 | + "id": "45d711ab", |
| 45 | + "metadata": { |
| 46 | + "ExecuteTime": { |
| 47 | + "end_time": "2022-11-18T17:07:56.279131Z", |
| 48 | + "start_time": "2022-11-18T17:07:56.270140Z" |
| 49 | + } |
| 50 | + }, |
| 51 | + "outputs": [ |
| 52 | + { |
| 53 | + "name": "stdout", |
| 54 | + "output_type": "stream", |
| 55 | + "text": [ |
| 56 | + "Original List : [9, 1, 8, 2, 7, 3, 6, 4, 5] \n", |
| 57 | + "Sorted List : [1, 2, 3, 4, 5, 6, 7, 8, 9]\n" |
| 58 | + ] |
| 59 | + } |
| 60 | + ], |
| 61 | + "source": [ |
| 62 | + "print( \"Original List : \",li,\"\\nSorted List : \", si_li)" |
| 63 | + ] |
| 64 | + }, |
| 65 | + { |
| 66 | + "cell_type": "code", |
| 67 | + "execution_count": 24, |
| 68 | + "id": "92efe241", |
| 69 | + "metadata": { |
| 70 | + "ExecuteTime": { |
| 71 | + "end_time": "2022-11-18T17:08:20.529716Z", |
| 72 | + "start_time": "2022-11-18T17:08:20.514042Z" |
| 73 | + } |
| 74 | + }, |
| 75 | + "outputs": [ |
| 76 | + { |
| 77 | + "name": "stdout", |
| 78 | + "output_type": "stream", |
| 79 | + "text": [ |
| 80 | + "Sorting using list.sort method --- Inplace sorting \n", |
| 81 | + "Orginal List: [1, 2, 3, 4, 5, 6, 7, 8, 9]\n" |
| 82 | + ] |
| 83 | + } |
| 84 | + ], |
| 85 | + "source": [ |
| 86 | + "li.sort()\n", |
| 87 | + "print(\"Sorting using list.sort method --- Inplace sorting\",\\\n", |
| 88 | + " \"\\nOrginal List: \", li)" |
| 89 | + ] |
| 90 | + }, |
| 91 | + { |
| 92 | + "cell_type": "code", |
| 93 | + "execution_count": 25, |
| 94 | + "id": "d4d10156", |
| 95 | + "metadata": { |
| 96 | + "ExecuteTime": { |
| 97 | + "end_time": "2022-11-18T17:10:38.895040Z", |
| 98 | + "start_time": "2022-11-18T17:10:38.883998Z" |
| 99 | + } |
| 100 | + }, |
| 101 | + "outputs": [ |
| 102 | + { |
| 103 | + "name": "stdout", |
| 104 | + "output_type": "stream", |
| 105 | + "text": [ |
| 106 | + "Sorting using list.sort method --- Inplace sorting \n", |
| 107 | + "Orginal List: [9, 8, 7, 6, 5, 4, 3, 2, 1]\n" |
| 108 | + ] |
| 109 | + } |
| 110 | + ], |
| 111 | + "source": [ |
| 112 | + "li.sort(reverse=True)\n", |
| 113 | + "print(\"Sorting using list.sort method --- Inplace sorting\",\\\n", |
| 114 | + " \"\\nOrginal List: \", li)" |
| 115 | + ] |
| 116 | + }, |
| 117 | + { |
| 118 | + "cell_type": "code", |
| 119 | + "execution_count": 27, |
| 120 | + "id": "3640cee4", |
| 121 | + "metadata": { |
| 122 | + "ExecuteTime": { |
| 123 | + "end_time": "2022-11-18T17:11:33.546082Z", |
| 124 | + "start_time": "2022-11-18T17:11:33.530429Z" |
| 125 | + } |
| 126 | + }, |
| 127 | + "outputs": [ |
| 128 | + { |
| 129 | + "name": "stdout", |
| 130 | + "output_type": "stream", |
| 131 | + "text": [ |
| 132 | + "Original List : [9, 1, 8, 2, 7, 3, 6, 4, 5] \n", |
| 133 | + "Sorted List : [9, 8, 7, 6, 5, 4, 3, 2, 1]\n" |
| 134 | + ] |
| 135 | + } |
| 136 | + ], |
| 137 | + "source": [ |
| 138 | + "li = [9, 1, 8, 2, 7, 3, 6, 4, 5]\n", |
| 139 | + "si_li = sorted(li, reverse=True)\n", |
| 140 | + "print( \"Original List : \",li,\"\\nSorted List : \", si_li)" |
| 141 | + ] |
| 142 | + }, |
| 143 | + { |
| 144 | + "cell_type": "markdown", |
| 145 | + "id": "e59e6480", |
| 146 | + "metadata": {}, |
| 147 | + "source": [ |
| 148 | + "# Sorting - Tuple" |
| 149 | + ] |
| 150 | + }, |
| 151 | + { |
| 152 | + "cell_type": "code", |
| 153 | + "execution_count": 30, |
| 154 | + "id": "2e6ef92f", |
| 155 | + "metadata": { |
| 156 | + "ExecuteTime": { |
| 157 | + "end_time": "2022-11-18T17:13:27.710500Z", |
| 158 | + "start_time": "2022-11-18T17:13:27.700459Z" |
| 159 | + } |
| 160 | + }, |
| 161 | + "outputs": [ |
| 162 | + { |
| 163 | + "name": "stdout", |
| 164 | + "output_type": "stream", |
| 165 | + "text": [ |
| 166 | + "Original Tuple: (9, 1, 8, 2, 7, 3, 6, 4, 5) \n", |
| 167 | + "Sorted Tuple into list: [1, 2, 3, 4, 5, 6, 7, 8, 9] \n", |
| 168 | + "Sorted Tuple: (1, 2, 3, 4, 5, 6, 7, 8, 9)\n" |
| 169 | + ] |
| 170 | + } |
| 171 | + ], |
| 172 | + "source": [ |
| 173 | + "t = (9, 1, 8, 2, 7, 3, 6, 4, 5)\n", |
| 174 | + "\n", |
| 175 | + "s_li = sorted(t)\n", |
| 176 | + "\n", |
| 177 | + "print(\"Original Tuple: \", t,\\\n", |
| 178 | + " \"\\nSorted Tuple into list: \", s_li,\\\n", |
| 179 | + " \"\\nSorted Tuple: \", tuple(s_li))\n", |
| 180 | + "\n", |
| 181 | + "# There is no In-place sorting for tuple because of its immutability" |
| 182 | + ] |
| 183 | + }, |
| 184 | + { |
| 185 | + "cell_type": "code", |
| 186 | + "execution_count": 33, |
| 187 | + "id": "943fa2ce", |
| 188 | + "metadata": { |
| 189 | + "ExecuteTime": { |
| 190 | + "end_time": "2022-11-18T17:14:38.947041Z", |
| 191 | + "start_time": "2022-11-18T17:14:38.931411Z" |
| 192 | + } |
| 193 | + }, |
| 194 | + "outputs": [ |
| 195 | + { |
| 196 | + "data": { |
| 197 | + "text/plain": [ |
| 198 | + "(1, 2, 3, 4, 5, 6, 7, 8, 9)" |
| 199 | + ] |
| 200 | + }, |
| 201 | + "execution_count": 33, |
| 202 | + "metadata": {}, |
| 203 | + "output_type": "execute_result" |
| 204 | + } |
| 205 | + ], |
| 206 | + "source": [ |
| 207 | + "tuple(sorted((9, 1, 8, 2, 7, 3, 6, 4, 5)))" |
| 208 | + ] |
| 209 | + }, |
| 210 | + { |
| 211 | + "cell_type": "markdown", |
| 212 | + "id": "570b7374", |
| 213 | + "metadata": {}, |
| 214 | + "source": [ |
| 215 | + "# Sorting - Dictionary" |
| 216 | + ] |
| 217 | + }, |
| 218 | + { |
| 219 | + "cell_type": "code", |
| 220 | + "execution_count": 35, |
| 221 | + "id": "2f1e5d94", |
| 222 | + "metadata": { |
| 223 | + "ExecuteTime": { |
| 224 | + "end_time": "2022-11-18T17:22:34.225699Z", |
| 225 | + "start_time": "2022-11-18T17:22:34.213719Z" |
| 226 | + } |
| 227 | + }, |
| 228 | + "outputs": [ |
| 229 | + { |
| 230 | + "name": "stdout", |
| 231 | + "output_type": "stream", |
| 232 | + "text": [ |
| 233 | + "Original Dict : {'A': 1, 'D': 4, 'B': 2, 'C': 3} \n", |
| 234 | + "Sorted dict(keys) : ['A', 'B', 'C', 'D'] \n", |
| 235 | + "Sorted dict(values) : [1, 2, 3, 4]\n" |
| 236 | + ] |
| 237 | + } |
| 238 | + ], |
| 239 | + "source": [ |
| 240 | + "# Sorting on Dictionaries\n", |
| 241 | + "d = {'A': 1, 'D': 4, 'B': 2, 'C': 3}\n", |
| 242 | + "\n", |
| 243 | + "s_d = sorted(d)\n", |
| 244 | + "s_d_values = sorted(d.values())\n", |
| 245 | + "\n", |
| 246 | + "print('Original Dict : ', d,\\\n", |
| 247 | + " '\\nSorted dict(keys) : ', s_d,\\\n", |
| 248 | + " '\\nSorted dict(values) : ', s_d_values)\n", |
| 249 | + " " |
| 250 | + ] |
| 251 | + }, |
| 252 | + { |
| 253 | + "cell_type": "markdown", |
| 254 | + "id": "578e1145", |
| 255 | + "metadata": {}, |
| 256 | + "source": [ |
| 257 | + "# Sorting - Keys" |
| 258 | + ] |
| 259 | + }, |
| 260 | + { |
| 261 | + "cell_type": "code", |
| 262 | + "execution_count": 37, |
| 263 | + "id": "1a400a6f", |
| 264 | + "metadata": { |
| 265 | + "ExecuteTime": { |
| 266 | + "end_time": "2022-11-18T17:45:37.335981Z", |
| 267 | + "start_time": "2022-11-18T17:45:37.325977Z" |
| 268 | + } |
| 269 | + }, |
| 270 | + "outputs": [ |
| 271 | + { |
| 272 | + "name": "stdout", |
| 273 | + "output_type": "stream", |
| 274 | + "text": [ |
| 275 | + "Original list : [-9, 1, 8, 2, -7, 3, 6, -4, 5] \n", |
| 276 | + "Sorted list(abs) : [1, 2, 3, -4, 5, 6, -7, 8, -9]\n" |
| 277 | + ] |
| 278 | + } |
| 279 | + ], |
| 280 | + "source": [ |
| 281 | + "# Sorting based on keys\n", |
| 282 | + "li = [-9, 1, 8, 2, -7, 3, 6, -4, 5]\n", |
| 283 | + "si_li = sorted(li, key=abs)\n", |
| 284 | + "\n", |
| 285 | + "print('Original list : ', li,\\\n", |
| 286 | + " '\\nSorted list(abs) : ', si_li)" |
| 287 | + ] |
| 288 | + }, |
| 289 | + { |
| 290 | + "cell_type": "code", |
| 291 | + "execution_count": null, |
| 292 | + "id": "95d26684", |
| 293 | + "metadata": {}, |
| 294 | + "outputs": [], |
| 295 | + "source": [] |
| 296 | + } |
| 297 | + ], |
| 298 | + "metadata": { |
| 299 | + "hide_input": false, |
| 300 | + "kernelspec": { |
| 301 | + "display_name": "Python 3 (ipykernel)", |
| 302 | + "language": "python", |
| 303 | + "name": "python3" |
| 304 | + }, |
| 305 | + "language_info": { |
| 306 | + "codemirror_mode": { |
| 307 | + "name": "ipython", |
| 308 | + "version": 3 |
| 309 | + }, |
| 310 | + "file_extension": ".py", |
| 311 | + "mimetype": "text/x-python", |
| 312 | + "name": "python", |
| 313 | + "nbconvert_exporter": "python", |
| 314 | + "pygments_lexer": "ipython3", |
| 315 | + "version": "3.9.12" |
| 316 | + }, |
| 317 | + "toc": { |
| 318 | + "base_numbering": 1, |
| 319 | + "nav_menu": {}, |
| 320 | + "number_sections": true, |
| 321 | + "sideBar": true, |
| 322 | + "skip_h1_title": false, |
| 323 | + "title_cell": "Table of Contents", |
| 324 | + "title_sidebar": "Contents", |
| 325 | + "toc_cell": false, |
| 326 | + "toc_position": {}, |
| 327 | + "toc_section_display": true, |
| 328 | + "toc_window_display": false |
| 329 | + }, |
| 330 | + "varInspector": { |
| 331 | + "cols": { |
| 332 | + "lenName": 16, |
| 333 | + "lenType": 16, |
| 334 | + "lenVar": 40 |
| 335 | + }, |
| 336 | + "kernels_config": { |
| 337 | + "python": { |
| 338 | + "delete_cmd_postfix": "", |
| 339 | + "delete_cmd_prefix": "del ", |
| 340 | + "library": "var_list.py", |
| 341 | + "varRefreshCmd": "print(var_dic_list())" |
| 342 | + }, |
| 343 | + "r": { |
| 344 | + "delete_cmd_postfix": ") ", |
| 345 | + "delete_cmd_prefix": "rm(", |
| 346 | + "library": "var_list.r", |
| 347 | + "varRefreshCmd": "cat(var_dic_list()) " |
| 348 | + } |
| 349 | + }, |
| 350 | + "types_to_exclude": [ |
| 351 | + "module", |
| 352 | + "function", |
| 353 | + "builtin_function_or_method", |
| 354 | + "instance", |
| 355 | + "_Feature" |
| 356 | + ], |
| 357 | + "window_display": false |
| 358 | + } |
| 359 | + }, |
| 360 | + "nbformat": 4, |
| 361 | + "nbformat_minor": 5 |
| 362 | +} |
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