|
26 | 26 | "* Wrap-up\n" |
27 | 27 | ] |
28 | 28 | }, |
| 29 | + { |
| 30 | + "cell_type": "markdown", |
| 31 | + "metadata": {}, |
| 32 | + "source": [ |
| 33 | + "## What is *Pythonic*?\n", |
| 34 | + "\n", |
| 35 | + "Pythonic code is concise and expressive. It leverages Python features and idioms to acomplish maximum effect with minimum effort, without being unreadable. It uses the language as it's designed to be used, so it is most readable to the fluent Pythonista." |
| 36 | + ] |
| 37 | + }, |
| 38 | + { |
| 39 | + "cell_type": "markdown", |
| 40 | + "metadata": {}, |
| 41 | + "source": [ |
| 42 | + "### Real example 1: the `requests` API\n", |
| 43 | + "\n", |
| 44 | + "`requests` is pleasant HTTP client library. It's great but it would be awesome if it was asynchronous (but could it be pleasant **and** asynchronous at the same time?). The examples below are from Kenneth Reitz, the author of `requests` ([source](https://gist.github.com/kennethreitz/973705)).\n", |
| 45 | + "\n", |
| 46 | + "#### Pythonic, using `requests`\n", |
| 47 | + "\n", |
| 48 | + "```python\n", |
| 49 | + "import requests\n", |
| 50 | + "\n", |
| 51 | + "r = requests.get('https://api.github.com', auth=('user', 'pass'))\n", |
| 52 | + "\n", |
| 53 | + "print r.status_code\n", |
| 54 | + "print r.headers['content-type']\n", |
| 55 | + "\n", |
| 56 | + "# ------\n", |
| 57 | + "# 200\n", |
| 58 | + "# 'application/json'\n", |
| 59 | + "```\n", |
| 60 | + "\n", |
| 61 | + "#### Unpythonic, using `urllib2`\n", |
| 62 | + "\n", |
| 63 | + "```python\n", |
| 64 | + "import urllib2\n", |
| 65 | + "\n", |
| 66 | + "gh_url = 'https://api.github.com'\n", |
| 67 | + "\n", |
| 68 | + "req = urllib2.Request(gh_url)\n", |
| 69 | + "\n", |
| 70 | + "password_manager = urllib2.HTTPPasswordMgrWithDefaultRealm()\n", |
| 71 | + "password_manager.add_password(None, gh_url, 'user', 'pass')\n", |
| 72 | + "\n", |
| 73 | + "auth_manager = urllib2.HTTPBasicAuthHandler(password_manager)\n", |
| 74 | + "opener = urllib2.build_opener(auth_manager)\n", |
| 75 | + "\n", |
| 76 | + "urllib2.install_opener(opener)\n", |
| 77 | + "\n", |
| 78 | + "handler = urllib2.urlopen(req)\n", |
| 79 | + "\n", |
| 80 | + "print handler.getcode()\n", |
| 81 | + "print handler.headers.getheader('content-type')\n", |
| 82 | + "\n", |
| 83 | + "# ------\n", |
| 84 | + "# 200\n", |
| 85 | + "# 'application/json'\n", |
| 86 | + "\n", |
| 87 | + "```\n" |
| 88 | + ] |
| 89 | + }, |
| 90 | + { |
| 91 | + "cell_type": "code", |
| 92 | + "execution_count": null, |
| 93 | + "metadata": { |
| 94 | + "collapsed": true |
| 95 | + }, |
| 96 | + "outputs": [], |
| 97 | + "source": [] |
| 98 | + }, |
29 | 99 | { |
30 | 100 | "cell_type": "markdown", |
31 | 101 | "metadata": {}, |
|
39 | 109 | }, |
40 | 110 | { |
41 | 111 | "cell_type": "code", |
42 | | - "execution_count": 9, |
| 112 | + "execution_count": 19, |
43 | 113 | "metadata": { |
44 | 114 | "collapsed": false |
45 | 115 | }, |
|
49 | 119 | "output_type": "stream", |
50 | 120 | "text": [ |
51 | 121 | "['F', 'l', 'u', 'e', 'n', 't']\n", |
52 | | - "(10, 20, 30)\n", |
53 | | - "10\n", |
54 | | - "20\n", |
55 | | - "30\n", |
56 | | - "40\n", |
57 | | - "50\n" |
| 122 | + "(10, 20, 50)\n", |
| 123 | + "10 20 30 40 50 " |
58 | 124 | ] |
59 | 125 | } |
60 | 126 | ], |
61 | 127 | "source": [ |
62 | 128 | "s = 'Fluent'\n", |
63 | | - "l = [10, 20, 30, 40, 50]\n", |
| 129 | + "L = [10, 20, 30, 40, 50]\n", |
64 | 130 | "\n", |
65 | 131 | "print(list(s)) # list constructor iterates over its argument\n", |
66 | 132 | "\n", |
67 | | - "a, b, c, *rest = l # tuple unpacking iterates over right side\n", |
| 133 | + "a, b, *middle, c = L # tuple unpacking iterates over right side\n", |
68 | 134 | "print((a, b, c))\n", |
69 | 135 | "\n", |
70 | | - "for i in l:\n", |
71 | | - " print(i)" |
| 136 | + "for i in L:\n", |
| 137 | + " print(i, end=' ')" |
| 138 | + ] |
| 139 | + }, |
| 140 | + { |
| 141 | + "cell_type": "markdown", |
| 142 | + "metadata": {}, |
| 143 | + "source": [ |
| 144 | + "## Sizing with `len()`" |
| 145 | + ] |
| 146 | + }, |
| 147 | + { |
| 148 | + "cell_type": "code", |
| 149 | + "execution_count": 3, |
| 150 | + "metadata": { |
| 151 | + "collapsed": false |
| 152 | + }, |
| 153 | + "outputs": [ |
| 154 | + { |
| 155 | + "data": { |
| 156 | + "text/plain": [ |
| 157 | + "(6, 5)" |
| 158 | + ] |
| 159 | + }, |
| 160 | + "execution_count": 3, |
| 161 | + "metadata": {}, |
| 162 | + "output_type": "execute_result" |
| 163 | + } |
| 164 | + ], |
| 165 | + "source": [ |
| 166 | + "len(s), len(L)" |
| 167 | + ] |
| 168 | + }, |
| 169 | + { |
| 170 | + "cell_type": "code", |
| 171 | + "execution_count": 4, |
| 172 | + "metadata": { |
| 173 | + "collapsed": false |
| 174 | + }, |
| 175 | + "outputs": [ |
| 176 | + { |
| 177 | + "data": { |
| 178 | + "text/plain": [ |
| 179 | + "(6, 5)" |
| 180 | + ] |
| 181 | + }, |
| 182 | + "execution_count": 4, |
| 183 | + "metadata": {}, |
| 184 | + "output_type": "execute_result" |
| 185 | + } |
| 186 | + ], |
| 187 | + "source": [ |
| 188 | + "s.__len__(), L.__len__()" |
| 189 | + ] |
| 190 | + }, |
| 191 | + { |
| 192 | + "cell_type": "markdown", |
| 193 | + "metadata": {}, |
| 194 | + "source": [ |
| 195 | + "### Arithmetic" |
| 196 | + ] |
| 197 | + }, |
| 198 | + { |
| 199 | + "cell_type": "code", |
| 200 | + "execution_count": 10, |
| 201 | + "metadata": { |
| 202 | + "collapsed": false |
| 203 | + }, |
| 204 | + "outputs": [ |
| 205 | + { |
| 206 | + "data": { |
| 207 | + "text/plain": [ |
| 208 | + "(6, 6)" |
| 209 | + ] |
| 210 | + }, |
| 211 | + "execution_count": 10, |
| 212 | + "metadata": {}, |
| 213 | + "output_type": "execute_result" |
| 214 | + } |
| 215 | + ], |
| 216 | + "source": [ |
| 217 | + "a = 2\n", |
| 218 | + "b = 3\n", |
| 219 | + "a * b, a.__mul__(b)" |
| 220 | + ] |
| 221 | + }, |
| 222 | + { |
| 223 | + "cell_type": "code", |
| 224 | + "execution_count": 24, |
| 225 | + "metadata": { |
| 226 | + "collapsed": false |
| 227 | + }, |
| 228 | + "outputs": [ |
| 229 | + { |
| 230 | + "data": { |
| 231 | + "text/plain": [ |
| 232 | + "[1, 2, 3, [...]]" |
| 233 | + ] |
| 234 | + }, |
| 235 | + "execution_count": 24, |
| 236 | + "metadata": {}, |
| 237 | + "output_type": "execute_result" |
| 238 | + } |
| 239 | + ], |
| 240 | + "source": [ |
| 241 | + "L = [1, 2, 3]\n", |
| 242 | + "L.append(L)\n", |
| 243 | + "L" |
72 | 244 | ] |
73 | 245 | }, |
74 | 246 | { |
|
81 | 253 | { |
82 | 254 | "cell_type": "markdown", |
83 | 255 | "metadata": {}, |
| 256 | + "source": [ |
| 257 | + "## String formatting mini-language" |
| 258 | + ] |
| 259 | + }, |
| 260 | + { |
| 261 | + "cell_type": "code", |
| 262 | + "execution_count": 27, |
| 263 | + "metadata": { |
| 264 | + "collapsed": false |
| 265 | + }, |
| 266 | + "outputs": [ |
| 267 | + { |
| 268 | + "data": { |
| 269 | + "text/plain": [ |
| 270 | + "1.4142135623730951" |
| 271 | + ] |
| 272 | + }, |
| 273 | + "execution_count": 27, |
| 274 | + "metadata": {}, |
| 275 | + "output_type": "execute_result" |
| 276 | + } |
| 277 | + ], |
| 278 | + "source": [ |
| 279 | + "x = 2**.5\n", |
| 280 | + "x" |
| 281 | + ] |
| 282 | + }, |
| 283 | + { |
| 284 | + "cell_type": "code", |
| 285 | + "execution_count": 29, |
| 286 | + "metadata": { |
| 287 | + "collapsed": false |
| 288 | + }, |
| 289 | + "outputs": [ |
| 290 | + { |
| 291 | + "data": { |
| 292 | + "text/plain": [ |
| 293 | + "'1.414'" |
| 294 | + ] |
| 295 | + }, |
| 296 | + "execution_count": 29, |
| 297 | + "metadata": {}, |
| 298 | + "output_type": "execute_result" |
| 299 | + } |
| 300 | + ], |
| 301 | + "source": [ |
| 302 | + "format(x, '.3f')" |
| 303 | + ] |
| 304 | + }, |
| 305 | + { |
| 306 | + "cell_type": "code", |
| 307 | + "execution_count": 31, |
| 308 | + "metadata": { |
| 309 | + "collapsed": false |
| 310 | + }, |
| 311 | + "outputs": [ |
| 312 | + { |
| 313 | + "name": "stdout", |
| 314 | + "output_type": "stream", |
| 315 | + "text": [ |
| 316 | + "2016-05-11 20:53:37.210333\n", |
| 317 | + "20:53\n" |
| 318 | + ] |
| 319 | + } |
| 320 | + ], |
| 321 | + "source": [ |
| 322 | + "from datetime import datetime\n", |
| 323 | + "agora = datetime.now()\n", |
| 324 | + "print(agora)\n", |
| 325 | + "print(format(agora, '%H:%M'))" |
| 326 | + ] |
| 327 | + }, |
| 328 | + { |
| 329 | + "cell_type": "code", |
| 330 | + "execution_count": 34, |
| 331 | + "metadata": { |
| 332 | + "collapsed": false |
| 333 | + }, |
| 334 | + "outputs": [ |
| 335 | + { |
| 336 | + "data": { |
| 337 | + "text/plain": [ |
| 338 | + "'20... 1.414!'" |
| 339 | + ] |
| 340 | + }, |
| 341 | + "execution_count": 34, |
| 342 | + "metadata": {}, |
| 343 | + "output_type": "execute_result" |
| 344 | + } |
| 345 | + ], |
| 346 | + "source": [ |
| 347 | + "'{1:%H}... {0:.3f}!'.format(x, agora)" |
| 348 | + ] |
| 349 | + }, |
| 350 | + { |
| 351 | + "cell_type": "code", |
| 352 | + "execution_count": null, |
| 353 | + "metadata": { |
| 354 | + "collapsed": true |
| 355 | + }, |
| 356 | + "outputs": [], |
84 | 357 | "source": [] |
85 | 358 | } |
86 | 359 | ], |
|
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