1<!DOCTYPE html> 2<html lang="en"> 3 <head> 4 <meta charset="utf-8"> 5 <title>Tutorial</title> 6 <meta name="viewport" content="width=device-width, initial-scale=1"> 7 <meta property="og:title" content="Tutorial"> 8 <meta property="og:description" content="jq is a lightweight and flexible command-line JSON processor"> 9 <meta property="og:type" content="website"> 10 <meta property="og:image" content="https://jqlang.org/icon.png"> 11 <meta property="og:url" content="https://jqlang.org/tutorial/"> 12 <link rel="icon" href="/icon.svg" type="image/svg+xml"> 13 <link rel="apple-touch-icon" href="/icon.png" type="image/png"> 14 <link rel="canonical" href="https://jqlang.org/tutorial/"> 15 <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/cosmo/bootstrap.min.css" 16 integrity="sha384-dulfW0vmzZ638jigSgZXvDxMmd70GCnIv6oa+riKq6Kk4E0MKf7qmBfwP02wltv5" crossorigin="anonymous"> 17 <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.css" 18 integrity="sha384-Ay26V7L8bsJTsX9Sxclnvsn+hkdiwRnrjZJXqKmkIDobPgIIWBOVguEcQQLDuhfN" crossorigin="anonymous"> 19 <link rel="stylesheet" href="/css/style.css" type="text/css"> 20
20<script> 21 (function() { 22 function setTheme(mediaQuery) { 23 document.documentElement.setAttribute('data-bs-theme', 24 document.documentElement.style.colorScheme = mediaQuery.matches ? 'dark' : 'light'); 25 } 26 const mediaQuery = window.matchMedia('(prefers-color-scheme: dark)'); 27 setTheme(mediaQuery); mediaQuery.addEventListener('change', setTheme); 28 })(); 29 </script>
29 30 </head> 31 32 <body> 33 <div class="container visually-hidden-focusable"> 34 <a class="d-inline-flex p-2" href="#main">Skip to main content</a> 35 </div> 36 <header class="navbar navbar-expand-md sticky-top bg-body-tertiary d-print-none"> 37 <nav class="container-lg" aria-label="Page navigation"> 38 <button type="button" class="navbar-toggler" data-bs-toggle="offcanvas" data-bs-target="#navbar-collapse" 39 aria-controls="navbar-collapse" aria-expanded="false" aria-label="Toggle page navigation"> 40 <span class="navbar-toggler-icon"></span> 41 </button> 42 <a class="navbar-brand" href="/" aria-label="Top page"><img src="/jq.svg" alt="jq logo" style="height:1.5rem"></a> 43 <div id="navbar-collapse" class="offcanvas offcanvas-start navbar-collapse w-auto" aria-labelledby="navbar-title"> 44 <div class="offcanvas-header"> 45 <h3 id="navbar-title" class="me-3">jq</h3> 46 <button type="button" class="d-md-none btn-close" data-bs-dismiss="offcanvas" aria-label="Close page navigation"></button> 47 </div> 48 <ul class="offcanvas-body navbar-nav me-auto text-nowrap"> 49 <li class="nav-item d-md-none"><a class="nav-link" href="/">Top page</a></li> 50 <li class="nav-item"><a class="nav-link active" aria-current="page" href="/tutorial/">Tutorial</a></li> 51 <li class="nav-item"><a class="nav-link" href="/download/">Download</a></li> 52 <li class="nav-item"><a class="nav-link" href="/manual/">Manual</a></li> 53 <li class="nav-item"><a class="nav-link" href="https://github.com/jqlang/jq" target="_blank" rel="noopener">GitHub</a></li> 54 <li class="nav-item"><a class="nav-link" href="https://github.com/jqlang/jq/issues" target="_blank" rel="noopener">Issues</a></li> 55 <li class="nav-item"><a class="nav-link" href="https://play.jqlang.org" rel="noopener">Try online!</a></li> 56 <li class="nav-item"><a class="nav-link" href="https://raw.githubusercontent.com/jqlang/jq/master/NEWS.md" target="_blank" rel="noopener">News</a></li> 57 <li class="nav-item"><a class="nav-link" href="https://github.com/jqlang/jq/wiki" target="_blank" rel="noopener">Wiki</a></li> 58 </ul> 59 </div> 60 <a class="d-md-none bi bi-github fs-4 text-body" href="https://github.com/jqlang/jq" target="_blank" rel="noopener" aria-label="GitHub"></a> 61 </nav> 62 </header> 63 64 <main id="main" class="container-lg"> 65 <h1>Tutorial</h1> 66 <p>GitHub has a JSON API, so let's play with that. This URL gets us the last 675 commits from the jq repo.</p> 68 <div class="tutorial-example mb-3"> 69 <div class="d-flex accordion-heading me-2"> 70 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5'</pre> 71 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 72 data-bs-toggle="collapse" data-bs-target="#result1" aria-expanded="false" aria-controls="result1"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 73 </div> 74 <pre id="result1" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">[ 75 { 76 "sha": "cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 77 "node_id": "C_kwDOAE3WVdoAKGNmZjUzMzZlYzcxYjZmZWUzOTZhOTViYjBlNGJlYTM2NWUwY2QxZTg", 78 "commit": { 79 "author": { 80 "name": "Mattias Wadman", 81 "email": "[email protected]", 82 "date": "2021-06-09T14:02:22Z" 83 }, 84 "committer": { 85 "name": "Nico Williams", 86 "email": "[email protected]", 87 "date": "2022-05-26T21:04:32Z" 88 }, 89 "message": "docs: Document repeat(exp)", 90 "tree": { 91 "sha": "d67d5542df1f16d1a48e1fb75749f60482cd874b", 92 "url": "https://api.github.com/repos/jqlang/jq/git/trees/d67d5542df1f16d1a48e1fb75749f60482cd874b" 93 }, 94 "url": "https://api.github.com/repos/jqlang/jq/git/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 95 "comment_count": 0, 96 "verification": { 97 "verified": false, 98 "reason": "unsigned", 99 "signature": null, 100 "payload": null 101 } 102 }, 103 "url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 104 "html_url": "https://github.com/jqlang/jq/commit/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 105 "comments_url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8/comments", 106 "author": { 107... 108</pre> 109 </div> 110 <p>GitHub returns nicely formatted JSON. For servers that don't, it can be 111helpful to pipe the response through jq to pretty-print it. The simplest 112jq program is the expression <code>.</code>, which takes the input and produces it 113unchanged as output.</p> 114 <div class="tutorial-example mb-3"> 115 <div class="d-flex accordion-heading me-2"> 116 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5' | jq '.'</pre> 117 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 118 data-bs-toggle="collapse" data-bs-target="#result2" aria-expanded="false" aria-controls="result2"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 119 </div> 120 <pre id="result2" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">[ 121 { 122 "sha": "cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 123 "node_id": "C_kwDOAE3WVdoAKGNmZjUzMzZlYzcxYjZmZWUzOTZhOTViYjBlNGJlYTM2NWUwY2QxZTg", 124 "commit": { 125 "author": { 126 "name": "Mattias Wadman", 127 "email": "[email protected]", 128 "date": "2021-06-09T14:02:22Z" 129 }, 130 "committer": { 131 "name": "Nico Williams", 132 "email": "[email protected]", 133 "date": "2022-05-26T21:04:32Z" 134 }, 135 "message": "docs: Document repeat(exp)", 136 "tree": { 137 "sha": "d67d5542df1f16d1a48e1fb75749f60482cd874b", 138 "url": "https://api.github.com/repos/jqlang/jq/git/trees/d67d5542df1f16d1a48e1fb75749f60482cd874b" 139 }, 140 "url": "https://api.github.com/repos/jqlang/jq/git/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 141 "comment_count": 0, 142 "verification": { 143 "verified": false, 144 "reason": "unsigned", 145 "signature": null, 146 "payload": null 147 } 148 }, 149 "url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 150 "html_url": "https://github.com/jqlang/jq/commit/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 151 "comments_url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8/comments", 152 "author": { 153... 154</pre> 155 </div> 156 <p>We can use jq to extract just the first commit.</p> 157 <div class="tutorial-example mb-3"> 158 <div class="d-flex accordion-heading me-2"> 159 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5' | jq '.[0]'</pre> 160 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 161 data-bs-toggle="collapse" data-bs-target="#result3" aria-expanded="false" aria-controls="result3"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 162 </div> 163 <pre id="result3" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">{ 164 "sha": "cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 165 "node_id": "C_kwDOAE3WVdoAKGNmZjUzMzZlYzcxYjZmZWUzOTZhOTViYjBlNGJlYTM2NWUwY2QxZTg", 166 "commit": { 167 "author": { 168 "name": "Mattias Wadman", 169 "email": "[email protected]", 170 "date": "2021-06-09T14:02:22Z" 171 }, 172 "committer": { 173 "name": "Nico Williams", 174 "email": "[email protected]", 175 "date": "2022-05-26T21:04:32Z" 176 }, 177 "message": "docs: Document repeat(exp)", 178 "tree": { 179 "sha": "d67d5542df1f16d1a48e1fb75749f60482cd874b", 180 "url": "https://api.github.com/repos/jqlang/jq/git/trees/d67d5542df1f16d1a48e1fb75749f60482cd874b" 181 }, 182 "url": "https://api.github.com/repos/jqlang/jq/git/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 183 "comment_count": 0, 184 "verification": { 185 "verified": false, 186 "reason": "unsigned", 187 "signature": null, 188 "payload": null 189 } 190 }, 191 "url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 192 "html_url": "https://github.com/jqlang/jq/commit/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8", 193 "comments_url": "https://api.github.com/repos/jqlang/jq/commits/cff5336ec71b6fee396a95bb0e4bea365e0cd1e8/comments", 194 "author": { 195 "login": "wader", 196 "id": 185566,
197 "node_id": "MDQ6VXNlcjE4NTU2Ng==", 198 "avatar_url": "https://avatars.githubusercontent.com/u/185566?v=4", 199 "gravatar_id": "", 200 "url": "https://api.github.com/users/wader", 201 "html_url": "https://github.com/wader", 202 "followers_url": "https://api.github.com/users/wader/followers", 203 "following_url": "https://api.github.com/users/wader/following{/other_user}", 204 "gists_url": "https://api.github.com/users/wader/gists{/gist_id}", 205 "starred_url": "https://api.github.com/users/wader/starred{/owner}{/repo}", 206 "subscriptions_url": "https://api.github.com/users/wader/subscriptions", 207 "organizations_url": "https://api.github.com/users/wader/orgs", 208 "repos_url": "https://api.github.com/users/wader/repos", 209 "events_url": "https://api.github.com/users/wader/events{/privacy}", 210 "received_events_url": "https://api.github.com/users/wader/received_events", 211 "type": "User", 212 "site_admin": false 213 }, 214 "committer": { 215 "login": "nicowilliams", 216 "id": 604851, 217 "node_id": "MDQ6VXNlcjYwNDg1MQ==", 218 "avatar_url": "https://avatars.githubusercontent.com/u/604851?v=4", 219 "gravatar_id": "", 220 "url": "https://api.github.com/users/nicowilliams", 221 "html_url": "https://github.com/nicowilliams", 222 "followers_url": "https://api.github.com/users/nicowilliams/followers", 223 "following_url": "https://api.github.com/users/nicowilliams/following{/other_user}", 224 "gists_url": "https://api.github.com/users/nicowilliams/gists{/gist_id}", 225 "starred_url": "https://api.github.com/users/nicowilliams/starred{/owner}{/repo}", 226 "subscriptions_url": "https://api.github.com/users/nicowilliams/subscriptions", 227 "organizations_url": "https://api.github.com/users/nicowilliams/orgs", 228 "repos_url": "https://api.github.com/users/nicowilliams/repos", 229 "events_url": "https://api.github.com/users/nicowilliams/events{/privacy}", 230 "received_events_url": "https://api.github.com/users/nicowilliams/received_events", 231 "type": "User", 232 "site_admin": false 233 }, 234 "parents": [ 235 { 236 "sha": "
236f2ad9517c72f6267ae317639ab56bbfd4a8653d4", 237 "url": "https://api.github.com/repos/jqlang/jq/commits/f2ad9517c72f6267ae317639ab56bbfd4a8653d4", 238 "html_url": "https://github.com/jqlang/jq/commit/f2ad9517c72f6267ae317639ab56bbfd4a8653d4" 239 } 240 ] 241} 242</pre> 243 </div> 244 <p>For the rest of the examples, I'll leave out the <code>curl</code> command - it's not 245going to change.</p> 246<p>There's a lot of info we don't care about there, so we'll restrict it down 247to the most interesting fields.</p> 248 <div class="tutorial-example mb-3"> 249 <div class="d-flex accordion-heading me-2"> 250 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">jq '.[0] | {message: .commit.message, name: .commit.committer.name}'</pre> 251 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 252 data-bs-toggle="collapse" data-bs-target="#result4" aria-expanded="false" aria-controls="result4"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 253 </div> 254 <pre id="result4" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">{ 255 "message": "docs: Document repeat(exp)", 256 "name": "Nico Williams" 257} 258</pre> 259 </div> 260 <p>The <code>|</code> operator in jq feeds the output of one filter (<code>.[0]</code> which gets 261the first element of the array in the response) into the input of another 262(<code>{...}</code> which builds an object out of those fields). You can access 263nested attributes, such as <code>.commit.message</code>.</p> 264<p>Now let's get the rest of the commits.</p> 265 <div class="tutorial-example mb-3"> 266 <div class="d-flex accordion-heading me-2"> 267 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">jq '.[] | {message: .commit.message, name: .commit.committer.name}'</pre> 268 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 269 data-bs-toggle="collapse" data-bs-target="#result5" aria-expanded="false" aria-controls="result5"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 270 </div> 271 <pre id="result5" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">{ 272 "message": "docs: Document repeat(exp)", 273 "name": "Nico Williams" 274} 275{ 276 "message": "Mention -n in IO-section and for input/inputs", 277 "name": "Nico Williams" 278} 279{ 280 "message": "Fix iteration problem for non decimal string\n\nWhen the string transformation to number failed, all following\ntransformation failed too.\n\nThis happened because status in decNumberFromString function is\nupdated just in error case. Reusing the DEC_CONTEXT that failed\nbefore results into error even if the string is valid number.", 281 "name": "Nico Williams" 282} 283{ 284 "message": "docs: point to Libera.Chat instead of Freenode", 285 "name": "Nico Williams" 286} 287{ 288 "message": "Missing \"va_end\" call. This was found by running the cppcheck static analysis where it shows as error.", 289 "name": "Nico Williams" 290} 291</pre> 292 </div> 293 <p><code>.[]</code> returns each element of the array returned in the response, one at a 294time, which are all fed into 295<code>{message: .commit.message, name: .commit.committer.name}</code>.</p> 296<p>Data in jq is represented as streams of JSON values - every jq 297expression runs for each value in its input stream, and can 298produce any number of values to its output stream.</p> 299<p>Streams are serialised by just separating JSON values with 300whitespace. This is a <code>cat</code>-friendly format - you can just join 301two JSON streams together and get a valid JSON stream.</p> 302<p>If you want to get the output as a single array, you can tell jq to 303"collect" all of the answers by wrapping the filter in square 304brackets:</p> 305 <div class="tutorial-example mb-3"> 306 <div class="d-flex accordion-heading me-2"> 307 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">jq '[.[] | {message: .commit.message, name: .commit.committer.name}]'</pre> 308 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 309 data-bs-toggle="collapse" data-bs-target="#result6" aria-expanded="false" aria-controls="result6"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 310 </div> 311 <pre id="result6" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">[ 312 { 313 "message": "docs: Document repeat(exp)", 314 "name": "Nico Williams" 315 }, 316 { 317 "message": "Mention -n in IO-section and for input/inputs", 318 "name": "Nico Williams" 319 }, 320 { 321 "message": "Fix iteration problem for non decimal string\n\nWhen the string transformation to number failed, all following\ntransformation failed too.\n\nThis happened because status in decNumberFromString function is\nupdated just in error case. Reusing the DEC_CONTEXT that failed\nbefore results into error even if the string is valid number.", 322 "name": "Nico Williams" 323 }, 324 { 325 "message": "docs: point to Libera.Chat instead of Freenode", 326 "name": "Nico Williams" 327 }, 328 { 329 "message": "Missing \"va_end\" call. This was found by running the cppcheck static analysis where it shows as error.", 330 "name": "Nico Williams" 331 } 332] 333</pre> 334 </div> 335 <hr /> 336<p>Next, let's try getting the URLs of the parent commits out of the 337API results as well. In each commit, the GitHub API includes information
338about "parent" commits. There can be one or many.</p> 339<pre><code>"parents": [ 340 { 341 "sha": "f2ad9517c72f6267ae317639ab56bbfd4a8653d4", 342 "url": "https://api.github.com/repos/jqlang/jq/commits/f2ad9517c72f6267ae317639ab56bbfd4a8653d4", 343 "html_url": "https://github.com/jqlang/jq/commit/f2ad9517c72f6267ae317639ab56bbfd4a8653d4" 344 } 345] 346</code></pre> 347<p>We want to pull out all of the "html_url" fields inside that array of parent 348commits and make a simple list of strings to go along with the 349"message" and "author" fields we already have.</p> 350 <div class="tutorial-example mb-3"> 351 <div class="d-flex accordion-heading me-2"> 352 <pre class="flex-grow-1 me-0 mb-0" tabindex="0">jq '[.[] | {message: .commit.message, name: .commit.committer.name, parents: [.parents[].html_url]}]'</pre> 353 <button type="button" class="btn btn-sm btn-secondary text-body-secondary bg-secondary-subtle link-body-emphasis flex-shrink-0 d-flex align-items-center border border-start-0 d-print-none" 354 data-bs-toggle="collapse" data-bs-target="#result7" aria-expanded="false" aria-controls="result7"><span class="show-result-text">Show result</span><span class="hide-result-text">Hide result</span></button> 355 </div> 356 <pre id="result7" class="accordion-body collapse p-3 border-top-0 d-print-block" tabindex="0">[ 357 { 358 "message": "docs: Document repeat(exp)", 359 "name": "Nico Williams", 360 "parents": [ 361 "https://github.com/jqlang/jq/commit/f2ad9517c72f6267ae317639ab56bbfd4a8653d4" 362 ] 363 }, 364 { 365 "message": "Mention -n in IO-section and for input/inputs", 366 "name": "Nico Williams", 367 "parents": [ 368 "https://github.com/jqlang/jq/commit/c4d39c4d22f2b12225ca1b311708f7e084ad9ff8" 369 ] 370 }, 371 { 372 "message": "Fix iteration problem for non decimal string\n\nWhen the string transformation to number failed, all following\ntransformation failed too.\n\nThis happened because status in decNumberFromString function is\nupdated just in error case. Reusing the DEC_CONTEXT that failed\nbefore results into error even if the string is valid number.", 373 "name": "Nico Williams", 374 "parents": [ 375 "https://github.com/jqlang/jq/commit/174db0f93552bdb551ae1f3c5c64744df0ad8e2f" 376 ] 377 }, 378 { 379 "message": "docs: point to Libera.Chat instead of Freenode", 380 "name": "Nico Williams", 381 "parents": [ 382 "https://github.com/jqlang/jq/commit/29cf77977ef52eec708982b19bf9d2ec17443337" 383 ] 384 }, 385 { 386 "message": "Missing \"va_end\" call. This was found by running the cppcheck static analysis where it shows as error.", 387 "name": "Nico Williams", 388 "parents": [ 389 "https://github.com/jqlang/jq/commit/55e6e2c21829bd866bd4b18ee254b05c9020320a" 390 ] 391 } 392] 393</pre> 394 </div> 395 <p>Here we're making an object as before, but this time the <code>parents</code> 396field is being set to <code>[.parents[].html_url]</code>, which collects 397all of the parent commit URLs defined in the parents object.</p> 398 <hr /> 399<p>Here endeth the tutorial! There's lots more to play with. Go 400read <a href="../manual/">the manual</a> if you're interested, and <a href="../download/">download 401jq</a> if you haven't already.</p> 402 </main> 403 404 <footer class="bd-footer bg-body-tertiary"> 405 <div class="py-3 text-center"> 406 <p> 407 This website is made with <a href="https://getbootstrap.com" target="_blank" rel="noopener">Bootstrap</a>, 408 themed with <a href="https://bootswatch.com" target="_blank" rel="noopener">Bootswatch</a>. 409 </p> 410 <p> 411 jq is licensed under the MIT license (code) and the 412 <a href="https://creativecommons.org/licenses/by/3.0/" target="_blank" rel="noopener">CC-BY-3.0</a> license (docs). 413 </p> 414 </div> 415 </footer> 416
416<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" 417 integrity="sha384-HwwvtgBNo3bZJJLYd8oVXjrBZt8cqVSpeBNS5n7C8IVInixGAoxmnlMuBnhbgrkm" crossorigin="anonymous"></script>
417 418 </body> 419</html>
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.