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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-05 17:28:19 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-05-05 17:28:19 +0000
commit18657a960e125336f704ea058e25c27bd3900dcb (patch)
tree17b438b680ed45a996d7b59951e6aa34023783f2 /www/windowfunctions.html
parentInitial commit. (diff)
downloadsqlite3-18657a960e125336f704ea058e25c27bd3900dcb.tar.xz
sqlite3-18657a960e125336f704ea058e25c27bd3900dcb.zip
Adding upstream version 3.40.1.upstream/3.40.1upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'www/windowfunctions.html')
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+<!DOCTYPE html>
+<html><head>
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<meta http-equiv="content-type" content="text/html; charset=UTF-8">
+<link href="sqlite.css" rel="stylesheet">
+<title>Window Functions</title>
+<!-- path= -->
+</head>
+<body>
+<div class=nosearch>
+<a href="index.html">
+<img class="logo" src="images/sqlite370_banner.gif" alt="SQLite" border="0">
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+</ul>
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+<div class="menu submenu" id="submenu">
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+<div class="searchmenu" id="searchmenu">
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+<script>
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+<div class=fancy>
+<div class=nosearch>
+<div class="fancy_title">
+Window Functions
+</div>
+<div class="fancy_toc">
+<a onclick="toggle_toc()">
+<span class="fancy_toc_mark" id="toc_mk">&#x25ba;</span>
+Table Of Contents
+</a>
+<div id="toc_sub"><div class="fancy-toc1"><a href="#introduction_to_window_functions">1. Introduction to Window Functions</a></div>
+<div class="fancy-toc1"><a href="#aggregate_window_functions">2. Aggregate Window Functions</a></div>
+<div class="fancy-toc2"><a href="#the_partition_by_clause">2.1. The PARTITION BY Clause</a></div>
+<div class="fancy-toc2"><a href="#frame_specifications">2.2. Frame Specifications</a></div>
+<div class="fancy-toc3"><a href="#frame_type">2.2.1. Frame Type</a></div>
+<div class="fancy-toc3"><a href="#frame_boundaries">2.2.2. Frame Boundaries</a></div>
+<div class="fancy-toc3"><a href="#the_exclude_clause">2.2.3. The EXCLUDE Clause</a></div>
+<div class="fancy-toc2"><a href="#the_filter_clause">2.3. The FILTER Clause</a></div>
+<div class="fancy-toc1"><a href="#built_in_window_functions">3. Built-in Window Functions</a></div>
+<div class="fancy-toc1"><a href="#window_chaining">4. Window Chaining</a></div>
+<div class="fancy-toc1"><a href="#user_defined_aggregate_window_functions">5. User-Defined Aggregate Window Functions</a></div>
+<div class="fancy-toc1"><a href="#history">6. History</a></div>
+</div>
+</div>
+<script>
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+</div>
+
+
+
+
+
+<h1 id="introduction_to_window_functions"><span>1. </span>Introduction to Window Functions</h1>
+
+<p>A window function is an SQL function where the input
+values are taken from
+a "window" of one or more rows in the results set of a SELECT statement.
+
+</p><p>Window functions are distinguished from other SQL functions by the
+presence of an OVER clause. If a function has an OVER clause,
+then it is a window function. If it lacks an OVER clause, then it is an
+ordinary aggregate or scalar function. Window functions might also
+have a FILTER clause in between the function and the OVER clause.
+
+</p><p>The syntax for a window function is like this:
+
+
+<p><b><a href="syntax/window-function-invocation.html">window-function-invocation:</a></b>
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+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/raise-function.html">raise-function:</a></b>
+<button id='x2367' onclick='hideorshow("x2367","x2368")'>show</button></p>
+ <div id='x2368' style='display:none;' class='imgcontainer'>
+ <div style="max-width:627px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 627.302 147.96">
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+<p><b><a href="syntax/select-stmt.html">select-stmt:</a></b>
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+<path d="M525,1125 L 546,1125 Q 561,1125 561,1133 L 561,1140" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M525,1155L597,1155" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/common-table-expression.html">common-table-expression:</a></b>
+<button id='x2371' onclick='hideorshow("x2371","x2372")'>show</button></p>
+ <div id='x2372' style='display:none;' class='imgcontainer'>
+ <div style="max-width:638px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 638.525 167.4">
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+<text x="85" y="29" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">table-name</text>
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+<path d="M461,44A15 15 0 0 0 476 29A15 15 0 0 0 461 14A15 15 0 0 0 446 29A15 15 0 0 0 461 44Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<polygon points="395,150 383,154 383,145" style="fill:rgb(0,0,0)"/>
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+<path d="M66,150L395,150" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<polygon points="348,6 336,10 336,2" style="fill:rgb(0,0,0)"/>
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+<path d="M348,6 L 473,6 Q 488,6 488,17 Q 488,29 495,29 L 503,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/compound-operator.html">compound-operator:</a></b>
+<button id='x2373' onclick='hideorshow("x2373","x2374")'>show</button></p>
+ <div id='x2374' style='display:none;' class='imgcontainer'>
+ <div style="max-width:293px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 293.842 147.96">
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+<path d="M83,32L127,32A15 15 0 0 0 142 17A15 15 0 0 0 127 2L83,2A15 15 0 0 0 68 17A15 15 0 0 0 83 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M233,130 L 240,130 Q 248,130 248,115 L 248,92 L 248,77" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/join-clause.html">join-clause:</a></b>
+<button id='x2375' onclick='hideorshow("x2375","x2376")'>show</button></p>
+ <div id='x2376' style='display:none;' class='imgcontainer'>
+ <div style="max-width:793px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 793.282 84.24">
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+<path d="M193,17 L 200,17 Q 208,17 208,32 L 208,32 Q 208,47 223,47 L 238,47 L 253,47" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M483,77 L 247,77 Q 232,77 232,62 L 232,62 Q 232,47 246,47 L 259,47" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/join-constraint.html">join-constraint:</a></b>
+<button id='x2377' onclick='hideorshow("x2377","x2378")'>show</button></p>
+ <div id='x2378' style='display:none;' class='imgcontainer'>
+ <div style="max-width:483px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 483.336 126.576">
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+<path d="M422,17L462,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M209,120 L 422,120 Q 437,120 437,105 L 437,54 L 437,39" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+<p><b><a href="syntax/join-operator.html">join-operator:</a></b>
+<button id='x2379' onclick='hideorshow("x2379","x2380")'>show</button></p>
+ <div id='x2380' style='display:none;' class='imgcontainer'>
+ <div style="max-width:620px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 620.333 255.312">
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+<path d="M9,17 L 16,17 Q 24,17 24,32 L 24,56 Q 24,71 34,71 L 45,71" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M66,86L133,86A15 15 0 0 0 148 71A15 15 0 0 0 133 56L66,56A15 15 0 0 0 50 71A15 15 0 0 0 66 86Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M246,86L273,86A15 15 0 0 0 288 71A15 15 0 0 0 273 56L246,56A15 15 0 0 0 231 71A15 15 0 0 0 246 86Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M532,56L554,56A15 15 0 0 0 569 41A15 15 0 0 0 554 26L532,26A15 15 0 0 0 516 41A15 15 0 0 0 532 56Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M99,41L178,41" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M189,41L505,41" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M246,124L284,124A15 15 0 0 0 299 109A15 15 0 0 0 284 94L246,94A15 15 0 0 0 231 109A15 15 0 0 0 246 124Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M189,41 L 197,41 Q 204,41 204,56 L 204,132 Q 204,147 215,147 L 225,147" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M246,162L274,162A15 15 0 0 0 289 147A15 15 0 0 0 274 132L246,132A15 15 0 0 0 231 147A15 15 0 0 0 246 162Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M246,207L287,207A15 15 0 0 0 302 192A15 15 0 0 0 287 177L246,177A15 15 0 0 0 231 192A15 15 0 0 0 246 207Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M475,192 L 482,192 Q 490,192 490,185 L 490,177" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M9,17 L 16,17 Q 24,17 24,32 L 24,223 Q 24,238 39,238 L 210,238 L 225,238" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M246,253L287,253A15 15 0 0 0 303 238A15 15 0 0 0 287 222L246,222A15 15 0 0 0 231 238A15 15 0 0 0 246 253Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M303,238L469,238" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M475,238 L 482,238 Q 490,238 490,223 L 490,71 L 490,56" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2381' onclick='hideorshow("x2381","x2382")'>show</button></p>
+ <div id='x2382' style='display:none;' class='imgcontainer'>
+ <div style="max-width:798px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 798.451 99.576">
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+<path d="M32,32L81,32L81,2L32,2Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="56" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">expr</text>
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+<path d="M244,59L349,59A15 15 0 0 0 364 44L364,44A15 15 0 0 0 349 29L244,29A15 15 0 0 0 228 44L228,44A15 15 0 0 0 244 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M243,17L394,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M462,97L492,97A15 15 0 0 0 508 82A15 15 0 0 0 492 67L462,67A15 15 0 0 0 447 82A15 15 0 0 0 462 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M462,59L479,59A15 15 0 0 0 494 44L494,44A15 15 0 0 0 479 29L462,29A15 15 0 0 0 447 44L447,44A15 15 0 0 0 462 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M494,44 L 508,44 Q 523,44 523,36 L 523,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M701,59L735,59A15 15 0 0 0 750 44L750,44A15 15 0 0 0 735 29L701,29A15 15 0 0 0 686 44L686,44A15 15 0 0 0 701 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M606,97L648,97A15 15 0 0 0 663 82A15 15 0 0 0 648 67L606,67A15 15 0 0 0 591 82A15 15 0 0 0 606 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M701,97L727,97A15 15 0 0 0 742 82A15 15 0 0 0 727 67L701,67A15 15 0 0 0 686 82A15 15 0 0 0 701 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M742,82 L 754,82 Q 765,82 765,67 L 765,44 L 765,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+<p><b><a href="syntax/result-column.html">result-column:</a></b>
+<button id='x2383' onclick='hideorshow("x2383","x2384")'>show</button></p>
+ <div id='x2384' style='display:none;' class='imgcontainer'>
+ <div style="max-width:398px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 398.054 163.08">
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+<path d="M296,364 L 303,364 Q 311,364 311,379 L 311,387 Q 311,402 296,402 L 251,402 L 236,402" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M200,402 L 123,402 Q 108,402 108,387 L 108,379 Q 108,364 116,364 L 123,364" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M122,455L224,455L224,425L122,425Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="173" y="440" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">join-clause</text>
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+</svg>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/type-name.html">type-name:</a></b>
+<button id='x2387' onclick='hideorshow("x2387","x2388")'>show</button></p>
+ <div id='x2388' style='display:none;' class='imgcontainer'>
+ <div style="max-width:661px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 661.008 110.16">
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+<path d="M60,32L87,32A15 15 0 0 0 102 17A15 15 0 0 0 87 2L60,2A15 15 0 0 0 45 17A15 15 0 0 0 60 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="74" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">name</text>
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+<path d="M102,17 L 123,17 Q 138,17 138,32 L 138,77 Q 138,92 149,92 L 159,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M180,108A15 15 0 0 0 195 92A15 15 0 0 0 180 77A15 15 0 0 0 165 92A15 15 0 0 0 180 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<text x="281" y="92" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
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+<path d="M382,108A15 15 0 0 0 398 92A15 15 0 0 0 382 77A15 15 0 0 0 367 92A15 15 0 0 0 382 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M585,108A15 15 0 0 0 600 92A15 15 0 0 0 585 77A15 15 0 0 0 570 92A15 15 0 0 0 585 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M180,70A15 15 0 0 0 195 55L195,55A15 15 0 0 0 180 39A15 15 0 0 0 165 55L165,55A15 15 0 0 0 180 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M382,70A15 15 0 0 0 398 55L398,55A15 15 0 0 0 382 39A15 15 0 0 0 367 55L367,55A15 15 0 0 0 382 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M382,17L630,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/signed-number.html">signed-number:</a></b>
+<button id='x2389' onclick='hideorshow("x2389","x2390")'>show</button></p>
+ <div id='x2390' style='display:none;' class='imgcontainer'>
+ <div style="max-width:292px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 292.013 99.576">
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+<path d="M66,17L111,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/filter-clause.html">filter-clause:</a></b>
+<button id='x2391' onclick='hideorshow("x2391","x2392")'>hide</button></p>
+ <div id='x2392' class='imgcontainer'>
+ <div style="max-width:422px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 422.381 34.56">
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+<path d="M199,32L249,32A15 15 0 0 0 264 17A15 15 0 0 0 249 2L199,2A15 15 0 0 0 184 17A15 15 0 0 0 199 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<p><b><a href="syntax/window-defn.html">window-defn:</a></b>
+<button id='x2393' onclick='hideorshow("x2393","x2394")'>hide</button></p>
+ <div id='x2394' class='imgcontainer'>
+ <div style="max-width:479px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 479.765 380.592">
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+</svg>
+</div>
+</div>
+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2397' onclick='hideorshow("x2397","x2398")'>show</button></p>
+ <div id='x2398' style='display:none;' class='imgcontainer'>
+ <div style="max-width:798px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 798.451 99.576">
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+<path d="M701,97L727,97A15 15 0 0 0 742 82A15 15 0 0 0 727 67L701,67A15 15 0 0 0 686 82A15 15 0 0 0 701 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="714" y="82" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">LAST</text>
+<polygon points="591,82 579,86 579,77" style="fill:rgb(0,0,0)"/>
+<path d="M564,29 L 564,67 Q 564,82 574,82 L 585,82" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M742,82 L 754,82 Q 765,82 765,67 L 765,44 L 765,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+</div>
+
+
+
+</p><p>Unlike ordinary functions, window functions
+cannot use the DISTINCT keyword.
+Also, Window functions may only appear in the result set and in the
+ORDER BY clause of a SELECT statement.
+
+</p><p>Window functions come in two varieties:
+<a href="windowfunctions.html#aggwinfunc">aggregate window functions</a> and
+<a href="windowfunctions.html#builtins">built-in window functions</a>. Every aggregate window function
+can also work as a ordinary aggregate function, simply by omitting
+the OVER and FILTER clauses. Furthermore, all of the built-in
+<a href="lang_aggfunc.html">aggregate functions</a> of SQLite can be used as an
+aggregate window function by adding an appropriate OVER clause.
+Applications can register new aggregate window functions using
+the <a href="c3ref/create_function.html">sqlite3_create_window_function()</a> interface.
+The built-in window functions, however, require special-case
+handling in the query planner and hence new window functions
+that exhibit the exceptional properties found in the built-in
+window functions cannot be added by the application.
+
+</p><p>Here is an example using the built-in row_number()
+window function:
+
+</p><div class="codeblock"><pre>CREATE TABLE t0(x INTEGER PRIMARY KEY, y TEXT);
+INSERT INTO t0 VALUES (1, 'aaa'), (2, 'ccc'), (3, 'bbb');
+
+<i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- x | y | row_number</i>
+-----------------------
+<i>-- 1 | aaa | 1 </i>
+<i>-- 2 | ccc | 3 </i>
+<i>-- 3 | bbb | 2 </i>
+<i>-- </i>
+SELECT x, y, row_number() OVER (ORDER BY y) AS row_number FROM t0 ORDER BY x;
+</pre></div>
+
+<p>
+The row_number() window function
+assigns consecutive integers to each
+row in order of the "ORDER BY" clause within the
+<span class='yynonterm'>window-defn</span> (in this case "ORDER BY y"). Note that
+this does not affect the order in which results are returned from
+the overall query. The order of the final output is
+still governed by the ORDER BY clause attached to the SELECT
+statement (in this case "ORDER BY x").
+
+</p><p>Named <span class='yynonterm'>window-defn</span> clauses may also be added to a SELECT
+statement using a WINDOW clause and then referred to by name within window
+function invocations. For example, the following SELECT statement contains
+two named <span class='yynonterm'>window-defs</span> clauses, "win1" and "win2":
+
+</p><div class="codeblock"><pre>SELECT x, y, row_number() OVER <b>win1</b>, rank() OVER <b>win2</b>
+FROM t0
+WINDOW <b>win1</b> AS (ORDER BY y RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW),
+ <b>win2</b> AS (PARTITION BY y ORDER BY x)
+ORDER BY x;
+</pre></div>
+
+<p>The WINDOW clause, when one is present, comes after any HAVING clause and
+before any ORDER BY.
+
+<a name="aggwinfunc"></a>
+
+</p><h1 id="aggregate_window_functions"><span>2. </span>Aggregate Window Functions</h1>
+
+<p> The examples in this section all assume that the database is populated as
+follows:
+
+</p><div class="codeblock"><pre>CREATE TABLE t1(a INTEGER PRIMARY KEY, b, c);
+INSERT INTO t1 VALUES (1, 'A', 'one' ),
+ (2, 'B', 'two' ),
+ (3, 'C', 'three'),
+ (4, 'D', 'one' ),
+ (5, 'E', 'two' ),
+ (6, 'F', 'three'),
+ (7, 'G', 'one' );
+</pre></div>
+
+<p> An aggregate window function is similar to an
+<a href="lang_aggfunc.html">ordinary aggregate function</a>, except
+adding it to a query does not change the number of rows returned. Instead,
+for each row the result of the aggregate window function is as if the
+corresponding aggregate were run over all rows in the "window frame"
+specified by the OVER clause.
+
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- a | b | group_concat</i>
+-------------------------
+<i>-- 1 | A | A.B </i>
+<i>-- 2 | B | A.B.C </i>
+<i>-- 3 | C | B.C.D </i>
+<i>-- 4 | D | C.D.E </i>
+<i>-- 5 | E | D.E.F </i>
+<i>-- 6 | F | E.F.G </i>
+<i>-- 7 | G | F.G </i>
+<i>-- </i>
+SELECT a, b, group_concat(b, '.') OVER (
+ ORDER BY a ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING
+) AS group_concat FROM t1;
+</pre></div>
+
+<p> In the example above, the window frame consists of all rows between the
+previous row ("1 PRECEDING") and the following row ("1 FOLLOWING"), inclusive,
+where rows are sorted according to the ORDER BY clause in the
+<span class='yynonterm'>window-defn</span> (in this case "ORDER BY a").
+For example, the frame for the row with (a=3) consists of rows (2, 'B', 'two'),
+(3, 'C', 'three') and (4, 'D', 'one'). The result of group_concat(b, '.')
+for that row is therefore 'B.C.D'.
+
+</p><p> All of SQLite's <a href="lang_aggfunc.html">aggregate functions</a> may
+be used as aggregate window functions. It is also possible to
+<a href="windowfunctions.html#udfwinfunc">create user-defined aggregate window functions</a>.
+
+
+<a name="ptxn"></a>
+
+</p><h2 id="the_partition_by_clause"><span>2.1. </span>The PARTITION BY Clause</h2>
+
+<p> For the purpose of computing window functions, the result set
+of a query is divided into one or more "partitions". A partition consists
+of all rows that have the same value for all terms of the PARTITION BY clause
+in the <span class='yynonterm'>window-defn</span>. If there is no PARTITION BY clause,
+then the entire result set of the query is a single partition.
+Window-function processing is performed separately for each partition.
+
+</p><p> For example:
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- c | a | b | group_concat</i>
+---------------------------------
+<i>-- one | 1 | A | A.D.G </i>
+<i>-- one | 4 | D | D.G </i>
+<i>-- one | 7 | G | G </i>
+<i>-- three | 3 | C | C.F </i>
+<i>-- three | 6 | F | F </i>
+<i>-- two | 2 | B | B.E </i>
+<i>-- two | 5 | E | E </i>
+<i>-- </i>
+SELECT c, a, b, group_concat(b, '.') OVER (
+ PARTITION BY c ORDER BY a RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+) AS group_concat
+FROM t1 ORDER BY c, a;
+</pre></div>
+
+<p> In the query above, the "PARTITION BY c" clause breaks the
+result set up into three partitions. The first partition has
+three rows with c=='one'. The second partition has two rows with
+c=='three' and the third partition has two rows with c=='two'.
+
+</p><p> In the example above, all the rows for each partition are
+grouped together in the final output. This is because the PARTITION BY
+clause is a prefix of the ORDER BY clause on the overall query.
+But that does not have
+to be the case. A partition can be composed of rows scattered
+about haphazardly within the result set. For example:
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- c | a | b | group_concat</i>
+---------------------------------
+<i>-- one | 1 | A | A.D.G </i>
+<i>-- two | 2 | B | B.E </i>
+<i>-- three | 3 | C | C.F </i>
+<i>-- one | 4 | D | D.G </i>
+<i>-- two | 5 | E | E </i>
+<i>-- three | 6 | F | F </i>
+<i>-- one | 7 | G | G </i>
+<i>-- </i>
+SELECT c, a, b, group_concat(b, '.') OVER (
+ PARTITION BY c ORDER BY a RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+) AS group_concat
+FROM t1 ORDER BY a;
+</pre></div>
+
+
+<a name="framespec"></a>
+
+<h2 id="frame_specifications"><span>2.2. </span>Frame Specifications</h2>
+
+<p> The <span class='yynonterm'>frame-spec</span> determines which output rows are
+read by an aggregate window function. The
+<span class='yynonterm'>frame-spec</span> consists of four parts:
+
+</p><ul>
+ <li> A frame type - either ROWS, RANGE or GROUPS,
+ </li><li> A starting frame boundary,
+ </li><li> An ending frame boundary,
+ </li><li> An EXCLUDE clause.
+</li></ul>
+
+<p> Here are the syntax details:
+
+<p><b><a href="syntax/frame-spec.html">frame-spec:</a></b>
+<button id='x2399' onclick='hideorshow("x2399","x2400")'>hide</button></p>
+ <div id='x2400' class='imgcontainer'>
+ <div style="max-width:1039px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 1039.65 522.72">
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+<path d="M578,1030 L 585,1030 Q 593,1030 593,1043 Q 593,1057 608,1057 L 742,1057 Q 757,1057 757,1043 Q 757,1030 765,1030 L 772,1030" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M916,1087 L 924,1087 Q 931,1087 931,1072 L 931,32 Q 931,17 939,17 L 946,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</svg>
+</div>
+<p><b><a href="syntax/filter-clause.html">filter-clause:</a></b>
+<button id='x2403' onclick='hideorshow("x2403","x2404")'>show</button></p>
+ <div id='x2404' style='display:none;' class='imgcontainer'>
+ <div style="max-width:422px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 422.381 34.56">
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+<text x="70" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">FILTER</text>
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+</div>
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+<p><b><a href="syntax/literal-value.html">literal-value:</a></b>
+<button id='x2405' onclick='hideorshow("x2405","x2406")'>show</button></p>
+ <div id='x2406' style='display:none;' class='imgcontainer'>
+ <div style="max-width:341px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 341.376 336.96">
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+</div>
+</div>
+<p><b><a href="syntax/over-clause.html">over-clause:</a></b>
+<button id='x2407' onclick='hideorshow("x2407","x2408")'>show</button></p>
+ <div id='x2408' style='display:none;' class='imgcontainer'>
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+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2409' onclick='hideorshow("x2409","x2410")'>show</button></p>
+ <div id='x2410' style='display:none;' class='imgcontainer'>
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+<p><b><a href="syntax/raise-function.html">raise-function:</a></b>
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+<path d="M66,150L395,150" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M348,6 L 473,6 Q 488,6 488,17 Q 488,29 495,29 L 503,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+<p><b><a href="syntax/compound-operator.html">compound-operator:</a></b>
+<button id='x2417' onclick='hideorshow("x2417","x2418")'>show</button></p>
+ <div id='x2418' style='display:none;' class='imgcontainer'>
+ <div style="max-width:293px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 293.842 147.96">
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+<path d="M83,32L127,32A15 15 0 0 0 142 17A15 15 0 0 0 127 2L83,2A15 15 0 0 0 68 17A15 15 0 0 0 83 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M142,17L276,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M233,92 L 240,92 Q 248,92 248,77 L 248,54 L 248,39" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M233,130 L 240,130 Q 248,130 248,115 L 248,92 L 248,77" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/join-clause.html">join-clause:</a></b>
+<button id='x2419' onclick='hideorshow("x2419","x2420")'>show</button></p>
+ <div id='x2420' style='display:none;' class='imgcontainer'>
+ <div style="max-width:793px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 793.282 84.24">
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+<path d="M32,32L193,32L193,2L32,2Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M259,62L380,62L380,32L259,32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M403,62L564,62L564,32L403,32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="483" y="47" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">table-or-subquery</text>
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+<path d="M483,17L776,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<polygon points="483,77 495,73 495,82" style="fill:rgb(0,0,0)"/>
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+<path d="M483,77 L 247,77 Q 232,77 232,62 L 232,62 Q 232,47 246,47 L 259,47" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/join-constraint.html">join-constraint:</a></b>
+<button id='x2421' onclick='hideorshow("x2421","x2422")'>show</button></p>
+ <div id='x2422' style='display:none;' class='imgcontainer'>
+ <div style="max-width:483px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 483.336 126.576">
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+<path d="M158,70A15 15 0 0 0 173 55L173,55A15 15 0 0 0 158 39A15 15 0 0 0 143 55L143,55A15 15 0 0 0 158 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M384,70A15 15 0 0 0 399 55L399,55A15 15 0 0 0 384 39A15 15 0 0 0 369 55L369,55A15 15 0 0 0 384 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/join-operator.html">join-operator:</a></b>
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+ <div id='x2424' style='display:none;' class='imgcontainer'>
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+</div>
+</div>
+</div>
+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2425' onclick='hideorshow("x2425","x2426")'>show</button></p>
+ <div id='x2426' style='display:none;' class='imgcontainer'>
+ <div style="max-width:798px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 798.451 99.576">
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+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
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+<p><b><a href="syntax/result-column.html">result-column:</a></b>
+<button id='x2427' onclick='hideorshow("x2427","x2428")'>show</button></p>
+ <div id='x2428' style='display:none;' class='imgcontainer'>
+ <div style="max-width:398px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 398.054 163.08">
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+<p><b><a href="syntax/table-or-subquery.html">table-or-subquery:</a></b>
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+ <div id='x2430' style='display:none;' class='imgcontainer'>
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+</svg>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/type-name.html">type-name:</a></b>
+<button id='x2433' onclick='hideorshow("x2433","x2434")'>show</button></p>
+ <div id='x2434' style='display:none;' class='imgcontainer'>
+ <div style="max-width:661px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 661.008 110.16">
+<circle cx="5" cy="17" r="3.6" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M9,17L39,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<text x="74" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">name</text>
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+<path d="M102,17 L 123,17 Q 138,17 138,32 L 138,77 Q 138,92 149,92 L 159,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M180,108A15 15 0 0 0 195 92A15 15 0 0 0 180 77A15 15 0 0 0 165 92A15 15 0 0 0 180 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="180" y="92" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">(</text>
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+<path d="M195,92L207,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M212,108L350,108L350,77L212,77Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="281" y="92" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
+<polygon points="367,92 356,97 356,88" style="fill:rgb(0,0,0)"/>
+<path d="M350,92L362,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M382,108A15 15 0 0 0 398 92A15 15 0 0 0 382 77A15 15 0 0 0 367 92A15 15 0 0 0 382 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M398,92L409,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M415,108L553,108L553,77L415,77Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="484" y="92" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
+<polygon points="570,92 558,97 558,88" style="fill:rgb(0,0,0)"/>
+<path d="M553,92L564,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M585,108A15 15 0 0 0 600 92A15 15 0 0 0 585 77A15 15 0 0 0 570 92A15 15 0 0 0 585 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="585" y="92" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">)</text>
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+<path d="M102,17 L 123,17 Q 138,17 138,32 L 138,40 Q 138,55 149,55 L 159,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M180,70A15 15 0 0 0 195 55L195,55A15 15 0 0 0 180 39A15 15 0 0 0 165 55L165,55A15 15 0 0 0 180 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="180" y="55" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">(</text>
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+<path d="M212,70L350,70L350,39L212,39Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="281" y="55" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
+<polygon points="367,55 356,59 356,50" style="fill:rgb(0,0,0)"/>
+<path d="M350,55L362,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M382,70A15 15 0 0 0 398 55L398,55A15 15 0 0 0 382 39A15 15 0 0 0 367 55L367,55A15 15 0 0 0 382 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="382" y="55" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">)</text>
+<polygon points="600,55 589,59 589,50" style="fill:rgb(0,0,0)"/>
+<path d="M398,55L594,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M74,47 L 33,47 Q 18,47 18,32 L 18,32 Q 18,17 26,17 L 33,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M382,17L630,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/signed-number.html">signed-number:</a></b>
+<button id='x2435' onclick='hideorshow("x2435","x2436")'>show</button></p>
+ <div id='x2436' style='display:none;' class='imgcontainer'>
+ <div style="max-width:292px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 292.013 99.576">
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+<path d="M66,97A15 15 0 0 0 81 82L81,82A15 15 0 0 0 66 67A15 15 0 0 0 50 82L50,82A15 15 0 0 0 66 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="66" y="82" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">-</text>
+<path d="M81,82 L 88,82 Q 96,82 96,67 L 96,44 L 96,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<polygon points="66,17 54,21 54,12" style="fill:rgb(0,0,0)"/>
+<path d="M9,17L60,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M66,17L111,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+</div>
+</div>
+
+
+
+</p><p>The ending frame boundary can be omitted (if the
+BETWEEN and AND keywords that surround the starting frame boundary
+are also omitted),
+in which case the ending frame boundary defaults to CURRENT ROW.
+
+</p><p> If the frame type is RANGE or GROUPS, then rows with the same values for
+all ORDER BY expressions are considered "peers". Or, if there are no ORDER BY
+terms, all rows are peers. Peers are always within the same frame.
+
+</p><p>The default <span class='yynonterm'>frame-spec</span> is:
+
+</p><div class="codeblock"><pre>RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE NO OTHERS
+</pre></div>
+
+<p>The default means that aggregate window functions read all
+rows from the beginning of the partition up to and including the
+current row and its peers. This implies that rows that have the same values for
+all ORDER BY expressions will also have the same value for the result of the
+window function (as the window frame is the same). For example:
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- a | b | c | group_concat</i>
+-----------------------------
+<i>-- 1 | A | one | A.D.G </i>
+<i>-- 2 | B | two | A.D.G.C.F.B.E</i>
+<i>-- 3 | C | three | A.D.G.C.F </i>
+<i>-- 4 | D | one | A.D.G </i>
+<i>-- 5 | E | two | A.D.G.C.F.B.E</i>
+<i>-- 6 | F | three | A.D.G.C.F </i>
+<i>-- 7 | G | one | A.D.G </i>
+<i>-- </i>
+SELECT a, b, c,
+ group_concat(b, '.') OVER (ORDER BY c) AS group_concat
+FROM t1 ORDER BY a;
+</pre></div>
+
+<a name="frametype"></a>
+
+<h3 id="frame_type"><span>2.2.1. </span>Frame Type</h3>
+
+<p>
+There are three frame types: ROWS, GROUPS, and RANGE.
+The frame type determines how the starting and ending boundaries
+of the frame are measured.
+
+</p><ul>
+<li><p><b>ROWS</b>:
+The ROWS frame type means that the starting and ending boundaries
+for the frame are determined by counting individual rows relative
+to the current row.
+
+<a name="grouptype"></a>
+
+</p></li><li><p><b>GROUPS</b>:
+The GROUPS frame type means that the starting and ending boundaries
+are determine by counting "groups" relative to the current group.
+A "group" is a set of rows that all have equivalent values for all
+all terms of the window ORDER BY clause. ("Equivalent" means that
+the <a href="lang_expr.html#isisnot">IS operator</a> is true when comparing the two values.)
+In other words, a group consists of all peers of a row.
+
+<a name="rangetype"></a>
+
+</p></li><li><p><b>RANGE</b>:
+The RANGE frame type requires that the ORDER BY clause of the
+window have exactly one term. Call that term "X". With the
+RANGE frame type, the elements of the frame are determined by
+computing the value of expression X for all rows in the partition
+and framing those rows for which the value of X is within a certain
+range of the value of X for the current row. See the description
+in the "<a href="windowfunctions.html#exprrange">&lt;expr&gt; PRECEDING</a>" boundary
+specification below for details.
+</p></li></ul>
+
+<p>The ROWS and GROUPS frame types are similar in that they
+both determine the extent of a frame by counting relative to
+the current row. The difference is that ROWS counts individual
+rows and GROUPS counts peer groups.
+The RANGE frame type is different.
+The RANGE frame type determines the extent of a frame by
+looking for expression values that are within some band of
+values relative to the current row.
+
+<a name="frameboundary"></a>
+
+</p><h3 id="frame_boundaries"><span>2.2.2. </span>Frame Boundaries</h3>
+
+<p> There are five ways to describe starting and ending frame boundaries:
+
+</p><ol>
+<li><p> <b>UNBOUNDED PRECEDING</b><br>
+ The frame boundary is the first
+ row in the <a href="windowfunctions.html#ptxn">partition</a>.
+
+</p></li><li><p> <b>&lt;expr&gt; PRECEDING</b><br>
+ &lt;expr&gt; must be a non-negative constant numeric expression.
+ The boundary is a row that is &lt;expr&gt; "units" prior to
+ the current row. The meaning of "units" here depends on the
+ frame type:
+ </p><ul>
+ <li><p> <b>ROWS &rarr;</b>
+ The frame boundary is the row that is &lt;expr&gt;
+ rows before the current row, or the first row of the
+ partition if there are fewer than &lt;expr&gt; rows
+ before the current row. &lt;expr&gt; must be an integer.
+ </p></li><li><p> <b>GROUPS &rarr;</b>
+ A "group" is a set of peer rows - rows that all have
+ the same values for every term in the ORDER BY clause.
+ The frame boundary is the group that is &lt;expr&gt;
+ groups before the group containing the current row, or the
+ first group of the partition if there are fewer
+ than &lt;expr&gt; groups before the current row.
+ For the starting boundary of a frame, the first
+ row of the group is used and for the ending boundary
+ of a frame, the last row of the group is used.
+ &lt;expr&gt; must be an integer.
+ <a name="exprrange"></a>
+
+ </p></li><li><p> <b>RANGE &rarr;</b>
+ For this form, the ORDER BY clause of the
+ <span class='yynonterm'>window-defn</span> must have a single
+ term. Call that ORDER BY term "X". Let
+ X<sub><small>i</small></sub> be the value of the X
+ expression for the i-th row in the partition and let
+ X<sub><small>c</small></sub> be the value of X for the
+ current row. Informally, a RANGE bound is the first row
+ for which X<sub><small>i</small></sub> is within
+ the &lt;expr&gt; of X<sub><small>c</small></sub>.
+ More precisely:
+ </p><ol type="a">
+ <li> If either X<sub><small>i</small></sub> or
+ X<sub><small>c</small></sub> are non-numeric, then
+ the boundary is the first row for which the expression
+ "X<sub><small>i</small></sub> IS X<sub><small>c</small></sub>"
+ is true.
+ </li><li> Else if the ORDER BY is ASC then the boundary
+ is the first row for which
+ X<sub><small>i</small></sub>&gt;=X<sub><small>c</small></sub>-&lt;expr&gt;.
+ </li><li> Else if the ORDER BY is DESC then the boundary
+ is the first row for which
+ X<sub><small>i</small></sub>&lt;=X<sub><small>c</small></sub>+&lt;expr&gt;.
+ </li></ol>
+ For this form, the &lt;expr&gt; does not have to be an
+ integer. It can evaluate to a real number as long as
+ it is constant and non-negative.
+ </li></ul>
+ The boundary description "0 PRECEDING" always means the same
+ thing as "CURRENT ROW".
+
+</li><li><p><b>CURRENT ROW</b><br>
+ The current row. For RANGE and GROUPS frame types,
+ peers of the current row are also included in the frame,
+ unless specifically excluded by the EXCLUDE clause.
+ This is true regardless of whether CURRENT ROW is used
+ as the starting or ending frame boundary.
+
+</p></li><li><p><b>&lt;expr&gt; FOLLOWING</b><br>
+ This is the same as "&lt;expr&gt; PRECEDING" except that
+ the boundary is &lt;expr&gt; units after the current
+ rather than before the current row.
+
+</p></li><li><p> <b>UNBOUNDED FOLLOWING</b><br>
+ The frame boundary is the last
+ row in the <a href="windowfunctions.html#ptxn">partition</a>.
+
+</p></li></ol>
+
+<p> The ending frame boundary may not take a form that appears higher in
+the above list than the starting frame boundary.
+
+</p><p> In the following example, the window frame for each row consists of all
+rows from the current row to the end of the set, where rows are sorted
+according to "ORDER BY a".
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- c | a | b | group_concat</i>
+---------------------------------
+<i>-- one | 1 | A | A.D.G.C.F.B.E</i>
+<i>-- one | 4 | D | D.G.C.F.B.E </i>
+<i>-- one | 7 | G | G.C.F.B.E </i>
+<i>-- three | 3 | C | C.F.B.E </i>
+<i>-- three | 6 | F | F.B.E </i>
+<i>-- two | 2 | B | B.E </i>
+<i>-- two | 5 | E | E </i>
+<i>-- </i>
+SELECT c, a, b, group_concat(b, '.') OVER (
+ ORDER BY c, a ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+) AS group_concat
+FROM t1 ORDER BY c, a;
+</pre></div>
+
+<a name="wexcls"></a>
+
+<h3 id="the_exclude_clause"><span>2.2.3. </span>The EXCLUDE Clause</h3>
+
+<p> The optional EXCLUDE clause may take any of the following four forms:
+
+</p><ul>
+ <li> <p><b> EXCLUDE NO OTHERS</b>: This is the default. In this case no
+ rows are excluded from the window frame as defined by its starting and ending
+ frame boundaries.
+
+ </p></li><li> <p><b> EXCLUDE CURRENT ROW</b>: In this case the current row is
+ excluded from the window frame. Peers of the current row remain in
+ the frame for the GROUPS and RANGE frame types.
+
+ </p></li><li> <p><b> EXCLUDE GROUP</b>: In this case the current row and all other
+ rows that are peers of the current row are excluded from the frame. When
+ processing an EXCLUDE clause, all rows with the same ORDER BY values, or all
+ rows in the partition if there is no ORDER BY clause, are considered peers,
+ even if the frame type is ROWS.
+
+ </p></li><li> <p><b> EXCLUDE TIES</b>: In this case the current row is part of the
+ frame, but peers of the current row are excluded.
+</p></li></ul>
+
+<p> The following example demonstrates the effect of the various
+forms of the EXCLUDE clause:
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- c | a | b | no_others | current_row | grp | ties</i>
+<i>-- one | 1 | A | A.D.G | D.G | | A</i>
+<i>-- one | 4 | D | A.D.G | A.G | | D</i>
+<i>-- one | 7 | G | A.D.G | A.D | | G</i>
+<i>-- three | 3 | C | A.D.G.C.F | A.D.G.F | A.D.G | A.D.G.C</i>
+<i>-- three | 6 | F | A.D.G.C.F | A.D.G.C | A.D.G | A.D.G.F</i>
+<i>-- two | 2 | B | A.D.G.C.F.B.E | A.D.G.C.F.E | A.D.G.C.F | A.D.G.C.F.B</i>
+<i>-- two | 5 | E | A.D.G.C.F.B.E | A.D.G.C.F.B | A.D.G.C.F | A.D.G.C.F.E</i>
+<i>-- </i>
+SELECT c, a, b,
+ group_concat(b, '.') OVER (
+ ORDER BY c GROUPS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE NO OTHERS
+ ) AS no_others,
+ group_concat(b, '.') OVER (
+ ORDER BY c GROUPS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE CURRENT ROW
+ ) AS current_row,
+ group_concat(b, '.') OVER (
+ ORDER BY c GROUPS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE GROUP
+ ) AS grp,
+ group_concat(b, '.') OVER (
+ ORDER BY c GROUPS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW EXCLUDE TIES
+ ) AS ties
+FROM t1 ORDER BY c, a;
+</pre></div>
+
+<h2 id="the_filter_clause"><span>2.3. </span>The FILTER Clause</h2>
+
+<p><b><a href="syntax/filter-clause.html">filter-clause:</a></b>
+<button id='x2437' onclick='hideorshow("x2437","x2438")'>hide</button></p>
+ <div id='x2438' class='imgcontainer'>
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+<path d="M767,470 L 775,470 Q 782,470 782,478 L 782,485" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M582,372L591,372A15 15 0 0 0 606 357A15 15 0 0 0 591 342L582,342A15 15 0 0 0 567 357A15 15 0 0 0 582 372Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M644,372L700,372A15 15 0 0 0 715 357A15 15 0 0 0 700 342L644,342A15 15 0 0 0 629 357A15 15 0 0 0 644 372Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<polygon points="446,433 434,437 434,428" style="fill:rgb(0,0,0)"/>
+<path d="M419,417 L 419,425 Q 419,433 430,433 L 440,433" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<polygon points="446,470 434,475 434,466" style="fill:rgb(0,0,0)"/>
+<path d="M419,455 L 419,463 Q 419,470 430,470 L 440,470" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2447' onclick='hideorshow("x2447","x2448")'>show</button></p>
+ <div id='x2448' style='display:none;' class='imgcontainer'>
+ <div style="max-width:798px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 798.451 99.576">
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+<path d="M9,17L26,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M32,32L81,32L81,2L32,2Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="56" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">expr</text>
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+<path d="M126,59L190,59A15 15 0 0 0 205 44L205,44A15 15 0 0 0 190 29L126,29A15 15 0 0 0 111 44L111,44A15 15 0 0 0 126 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M244,59L349,59A15 15 0 0 0 364 44L364,44A15 15 0 0 0 349 29L244,29A15 15 0 0 0 228 44L228,44A15 15 0 0 0 244 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M243,17L394,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M462,97L492,97A15 15 0 0 0 508 82A15 15 0 0 0 492 67L462,67A15 15 0 0 0 447 82A15 15 0 0 0 462 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M462,59L479,59A15 15 0 0 0 494 44L494,44A15 15 0 0 0 479 29L462,29A15 15 0 0 0 447 44L447,44A15 15 0 0 0 462 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="471" y="44" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">ASC</text>
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+<path d="M494,44 L 508,44 Q 523,44 523,36 L 523,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M406,17L472,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M477,17L538,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M549,17 L 557,17 Q 564,17 564,30 Q 564,44 574,44 L 585,44" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M606,59L648,59A15 15 0 0 0 663 44L663,44A15 15 0 0 0 648 29L606,29A15 15 0 0 0 591 44L591,44A15 15 0 0 0 606 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="627" y="44" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">NULLS</text>
+<polygon points="686,44 674,48 674,40" style="fill:rgb(0,0,0)"/>
+<path d="M663,44L680,44" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M701,59L735,59A15 15 0 0 0 750 44L750,44A15 15 0 0 0 735 29L701,29A15 15 0 0 0 686 44L686,44A15 15 0 0 0 701 59Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M750,44 L 757,44 Q 765,44 765,30 Q 765,17 775,17 L 786,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M606,97L648,97A15 15 0 0 0 663 82A15 15 0 0 0 648 67L606,67A15 15 0 0 0 591 82A15 15 0 0 0 606 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M663,82L680,82" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M701,97L727,97A15 15 0 0 0 742 82A15 15 0 0 0 727 67L701,67A15 15 0 0 0 686 82A15 15 0 0 0 701 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="714" y="82" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">LAST</text>
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+<path d="M564,29 L 564,67 Q 564,82 574,82 L 585,82" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M742,82 L 754,82 Q 765,82 765,67 L 765,44 L 765,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M549,17L665,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/raise-function.html">raise-function:</a></b>
+<button id='x2449' onclick='hideorshow("x2449","x2450")'>show</button></p>
+ <div id='x2450' style='display:none;' class='imgcontainer'>
+ <div style="max-width:627px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 627.302 147.96">
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+<polygon points="32,17 20,21 20,12" style="fill:rgb(0,0,0)"/>
+<path d="M9,17L26,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M47,32L82,32A15 15 0 0 0 97 17A15 15 0 0 0 82 2L47,2A15 15 0 0 0 32 17A15 15 0 0 0 47 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="65" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">RAISE</text>
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+<path d="M97,17L114,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M135,32L135,32A15 15 0 0 0 150 17A15 15 0 0 0 135 2L135,2A15 15 0 0 0 120 17A15 15 0 0 0 135 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M207,70L285,70A15 15 0 0 0 300 55L300,55A15 15 0 0 0 285 39L207,39A15 15 0 0 0 192 55L192,55A15 15 0 0 0 207 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M300,55L330,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M351,70A15 15 0 0 0 366 55L366,55A15 15 0 0 0 351 39A15 15 0 0 0 336 55L336,55A15 15 0 0 0 351 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="351" y="55" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">,</text>
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+<path d="M404,70L508,70A15 15 0 0 0 523 55L523,55A15 15 0 0 0 508 39L404,39A15 15 0 0 0 389 55L389,55A15 15 0 0 0 404 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M579,32A15 15 0 0 0 594 17A15 15 0 0 0 579 2A15 15 0 0 0 564 17A15 15 0 0 0 579 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M207,32L259,32A15 15 0 0 0 274 17A15 15 0 0 0 259 2L207,2A15 15 0 0 0 192 17A15 15 0 0 0 207 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M456,17L553,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M207,108L249,108A15 15 0 0 0 264 92A15 15 0 0 0 249 77L207,77A15 15 0 0 0 192 92A15 15 0 0 0 207 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M300,92 L 307,92 Q 315,92 315,77 L 315,70 Q 315,55 322,55 L 330,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M207,145L229,145A15 15 0 0 0 244 130A15 15 0 0 0 229 115L207,115A15 15 0 0 0 192 130A15 15 0 0 0 207 145Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</svg>
+</div>
+</div>
+<p><b><a href="syntax/select-stmt.html">select-stmt:</a></b>
+<button id='x2451' onclick='hideorshow("x2451","x2452")'>show</button></p>
+ <div id='x2452' style='display:none;' class='imgcontainer'>
+ <div style="max-width:669px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 669.677 1162.3">
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+<path d="M348,6 L 473,6 Q 488,6 488,17 Q 488,29 495,29 L 503,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/compound-operator.html">compound-operator:</a></b>
+<button id='x2455' onclick='hideorshow("x2455","x2456")'>show</button></p>
+ <div id='x2456' style='display:none;' class='imgcontainer'>
+ <div style="max-width:293px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 293.842 147.96">
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+<path d="M142,17L276,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M233,130 L 240,130 Q 248,130 248,115 L 248,92 L 248,77" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/join-clause.html">join-clause:</a></b>
+<button id='x2457' onclick='hideorshow("x2457","x2458")'>show</button></p>
+ <div id='x2458' style='display:none;' class='imgcontainer'>
+ <div style="max-width:793px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 793.282 84.24">
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+<path d="M32,32L193,32L193,2L32,2Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M403,62L564,62L564,32L403,32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M483,17L776,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</svg>
+</div>
+<p><b><a href="syntax/join-constraint.html">join-constraint:</a></b>
+<button id='x2459' onclick='hideorshow("x2459","x2460")'>show</button></p>
+ <div id='x2460' style='display:none;' class='imgcontainer'>
+ <div style="max-width:483px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 483.336 126.576">
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+</div>
+</div>
+<p><b><a href="syntax/join-operator.html">join-operator:</a></b>
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+ <div id='x2462' style='display:none;' class='imgcontainer'>
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+</div>
+</div>
+<p><b><a href="syntax/ordering-term.html">ordering-term:</a></b>
+<button id='x2463' onclick='hideorshow("x2463","x2464")'>show</button></p>
+ <div id='x2464' style='display:none;' class='imgcontainer'>
+ <div style="max-width:798px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 798.451 99.576">
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+<path d="M670,17L780,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+</div>
+</div>
+<p><b><a href="syntax/result-column.html">result-column:</a></b>
+<button id='x2465' onclick='hideorshow("x2465","x2466")'>show</button></p>
+ <div id='x2466' style='display:none;' class='imgcontainer'>
+ <div style="max-width:398px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 398.054 163.08">
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+<p><b><a href="syntax/table-or-subquery.html">table-or-subquery:</a></b>
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+ <div id='x2468' style='display:none;' class='imgcontainer'>
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+<path d="M527,516L797,516" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<polygon points="446,470 434,475 434,466" style="fill:rgb(0,0,0)"/>
+<path d="M419,455 L 419,463 Q 419,470 430,470 L 440,470" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+</div>
+<p><b><a href="syntax/type-name.html">type-name:</a></b>
+<button id='x2473' onclick='hideorshow("x2473","x2474")'>show</button></p>
+ <div id='x2474' style='display:none;' class='imgcontainer'>
+ <div style="max-width:661px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 661.008 110.16">
+<circle cx="5" cy="17" r="3.6" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M60,32L87,32A15 15 0 0 0 102 17A15 15 0 0 0 87 2L60,2A15 15 0 0 0 45 17A15 15 0 0 0 60 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="74" y="17" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">name</text>
+<polygon points="165,92 153,97 153,88" style="fill:rgb(0,0,0)"/>
+<path d="M102,17 L 123,17 Q 138,17 138,32 L 138,77 Q 138,92 149,92 L 159,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M180,108A15 15 0 0 0 195 92A15 15 0 0 0 180 77A15 15 0 0 0 165 92A15 15 0 0 0 180 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="180" y="92" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">(</text>
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+<path d="M212,108L350,108L350,77L212,77Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="281" y="92" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
+<polygon points="367,92 356,97 356,88" style="fill:rgb(0,0,0)"/>
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+<path d="M382,108A15 15 0 0 0 398 92A15 15 0 0 0 382 77A15 15 0 0 0 367 92A15 15 0 0 0 382 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="382" y="92" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">,</text>
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+<path d="M398,92L409,92" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M415,108L553,108L553,77L415,77Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M585,108A15 15 0 0 0 600 92A15 15 0 0 0 585 77A15 15 0 0 0 570 92A15 15 0 0 0 585 108Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M102,17 L 123,17 Q 138,17 138,32 L 138,40 Q 138,55 149,55 L 159,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M180,70A15 15 0 0 0 195 55L195,55A15 15 0 0 0 180 39A15 15 0 0 0 165 55L165,55A15 15 0 0 0 180 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="180" y="55" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">(</text>
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+<path d="M195,55L207,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M212,70L350,70L350,39L212,39Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="281" y="55" text-anchor="middle" fill="rgb(0,0,0)" dominant-baseline="central">signed-number</text>
+<polygon points="367,55 356,59 356,50" style="fill:rgb(0,0,0)"/>
+<path d="M350,55L362,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M382,70A15 15 0 0 0 398 55L398,55A15 15 0 0 0 382 39A15 15 0 0 0 367 55L367,55A15 15 0 0 0 382 70Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="382" y="55" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">)</text>
+<polygon points="600,55 589,59 589,50" style="fill:rgb(0,0,0)"/>
+<path d="M398,55L594,55" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M600,55 L 608,55 Q 615,55 615,47 L 615,40" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M382,17L630,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+<p><b><a href="syntax/signed-number.html">signed-number:</a></b>
+<button id='x2475' onclick='hideorshow("x2475","x2476")'>show</button></p>
+ <div id='x2476' style='display:none;' class='imgcontainer'>
+ <div style="max-width:292px"><svg xmlns='http://www.w3.org/2000/svg' class="pikchr" viewBox="0 0 292.013 99.576">
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+<path d="M137,32L244,32A15 15 0 0 0 259 17A15 15 0 0 0 244 2L137,2A15 15 0 0 0 122 17A15 15 0 0 0 137 32Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
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+<path d="M66,97A15 15 0 0 0 81 82L81,82A15 15 0 0 0 66 67A15 15 0 0 0 50 82L50,82A15 15 0 0 0 66 97Z" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<text x="66" y="82" text-anchor="middle" font-weight="bold" fill="rgb(0,0,0)" dominant-baseline="central">-</text>
+<path d="M81,82 L 88,82 Q 96,82 96,67 L 96,44 L 96,29" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<polygon points="66,17 54,21 54,12" style="fill:rgb(0,0,0)"/>
+<path d="M9,17L60,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+<path d="M66,17L111,17" style="fill:none;stroke-width:2.16;stroke:rgb(0,0,0);" />
+</svg>
+</div>
+</div>
+</div>
+</div>
+</div>
+
+
+<p>If a FILTER clause is provided, then only rows for which the <i>expr</i> is
+true are included in the window frame. The aggregate window still returns a
+value for every row, but those for which the FILTER expression evaluates to
+other than true are not included in the window frame for any row. For example:
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- c | a | b | group_concat</i>
+---------------------------------
+<i>-- one | 1 | A | A </i>
+<i>-- two | 2 | B | A </i>
+<i>-- three | 3 | C | A.C </i>
+<i>-- one | 4 | D | A.C.D </i>
+<i>-- two | 5 | E | A.C.D </i>
+<i>-- three | 6 | F | A.C.D.F </i>
+<i>-- one | 7 | G | A.C.D.F.G </i>
+<i>-- </i>
+SELECT c, a, b, group_concat(b, '.') FILTER (WHERE c!='two') OVER (
+ ORDER BY a
+) AS group_concat
+FROM t1 ORDER BY a;
+</pre></div>
+
+
+<a name="builtins"></a>
+
+<h1 id="built_in_window_functions"><span>3. </span>Built-in Window Functions</h1>
+
+<p> As well as aggregate window functions, SQLite features a set of built-in
+window functions based on
+<a href="https://www.postgresql.org/docs/10/static/functions-window.html">
+those supported by PostgreSQL</a>.
+
+</p><p> Built-in window functions honor any PARTITION BY clause in the same way
+as aggregate window functions - each selected row is assigned to a partition
+and each partition is processed separately. The ways in which any ORDER BY
+clause affects each built-in window function is described below. Some of
+the window functions (rank(), dense_rank(), percent_rank() and ntile()) use
+the concept of "peer groups" (rows within the same partition that have the
+same values for all ORDER BY expressions). In these cases, it does not matter
+whether the <span class='yynonterm'>frame-spec</span> specifies ROWS, GROUPS, or RANGE.
+For the purposes of built-in window function processing, rows with the same values
+for all ORDER BY expressions are considered peers regardless of the frame type.
+
+</p><p> Most built-in window functions ignore the
+<span class='yynonterm'>frame-spec</span>, the exceptions being first_value(),
+last_value() and nth_value(). It is a syntax error to specify a FILTER
+clause as part of a built-in window function invocation.
+
+<a name="biwinfunc"></a>
+
+</p><p> SQLite supports the following 11 built-in window functions:
+
+</p><dl>
+ <dt><p><b>row_number()</b>
+ </p></dt><dd><p> The number of the row within the current partition. Rows are
+ numbered starting from 1 in the order defined by the ORDER BY clause in
+ the window definition, or in arbitrary order otherwise.
+ </p></dd><dt><p><b>rank()</b>
+ </p></dt><dd><p> The row_number() of the first peer in each group - the rank of the
+ current row with gaps. If there is no ORDER BY clause, then all rows
+ are considered peers and this function always returns 1.
+ </p></dd><dt><p><b>dense_rank()</b>
+ </p></dt><dd><p> The number of the current row's peer group within its partition - the
+ rank of the current row without gaps. Rows are numbered starting
+ from 1 in the order defined by the ORDER BY clause in the window
+ definition. If there is no ORDER BY clause, then all rows are
+ considered peers and this function always returns 1.
+ </p></dd><dt><p><b>percent_rank()</b>
+ </p></dt><dd><p> Despite the name, this function always returns a value between 0.0
+ and 1.0 equal to (<i>rank</i> - 1)/(<i>partition-rows</i> - 1), where
+ <i>rank</i> is the value returned by built-in window function rank()
+ and <i>partition-rows</i> is the total number of rows in the
+ partition. If the partition contains only one row, this function
+ returns 0.0.
+ </p></dd><dt><p><b>cume_dist()</b>
+ </p></dt><dd><p> The cumulative distribution. Calculated as
+ <i>row-number</i>/<i>partition-rows</i>, where <i>row-number</i> is
+ the value returned by row_number() for the last peer in the group
+ and <i>partition-rows</i> the number of rows in the partition.
+ </p></dd><dt><p><b>ntile(N)</b>
+ </p></dt><dd><p> Argument <i>N</i> is handled as an integer. This function divides the
+ partition into N groups as evenly as possible and assigns an integer
+ between 1 and <i>N</i> to each group, in the order defined by the ORDER
+ BY clause, or in arbitrary order otherwise. If necessary, larger groups
+ occur first. This function returns the integer value assigned to the
+ group that the current row is a part of.
+
+ </p></dd><dt><p><b>lag(expr)<br>lag(expr, offset)<br>lag(expr, offset, default)</b>
+ </p></dt><dd><p> The first form of the lag() function returns the result of evaluating
+ expression <i>expr</i> against the previous row in the partition. Or, if
+ there is no previous row (because the current row is the first), NULL.
+
+ </p><p> If the <i>offset</i> argument is provided, then it must be a
+ non-negative integer. In this case the value returned is the result
+ of evaluating <i>expr</i> against the row <i>offset</i> rows before the
+ current row within the partition. If <i>offset</i> is 0, then
+ <i>expr</i> is evaluated against the current row. If there is no row
+ <i>offset</i> rows before the current row, NULL is returned.
+
+ </p><p> If <i>default</i> is also provided, then it is returned instead of
+ NULL if the row identified by <i>offset</i> does not exist.
+
+ </p></dd><dt><p><b>lead(expr)<br>lead(expr, offset)<br>lead(expr, offset, default)</b>
+ </p></dt><dd><p> The first form of the lead() function returns the result of evaluating
+ expression <i>expr</i> against the next row in the partition. Or, if
+ there is no next row (because the current row is the last), NULL.
+
+ </p><p> If the <i>offset</i> argument is provided, then it must be a
+ non-negative integer. In this case the value returned is the result
+ of evaluating <i>expr</i> against the row <i>offset</i> rows after the
+ current row within the partition. If <i>offset</i> is 0, then
+ <i>expr</i> is evaluated against the current row. If there is no row
+ <i>offset</i> rows after the current row, NULL is returned.
+
+ </p><p> If <i>default</i> is also provided, then it is returned instead of
+ NULL if the row identified by <i>offset</i> does not exist.
+ </p></dd><dt><p><b>first_value(expr)</b>
+ </p></dt><dd><p> This built-in window function calculates the window frame for each
+ row in the same way as an aggregate window function. It returns the
+ value of <i>expr</i> evaluated against the first row in the window frame
+ for each row.
+ </p></dd><dt><p><b>last_value(expr)</b>
+ </p></dt><dd><p> This built-in window function calculates the window frame for each
+ row in the same way as an aggregate window function. It returns the
+ value of <i>expr</i> evaluated against the last row in the window frame
+ for each row.
+ </p></dd><dt><p><b>nth_value(expr, N)</b>
+ </p></dt><dd><p> This built-in window function calculates the window frame for each
+ row in the same way as an aggregate window function. It returns the
+ value of <i>expr</i> evaluated against the row <i>N</i> of the window
+ frame. Rows are numbered within the window frame starting from 1 in
+ the order defined by the ORDER BY clause if one is present, or in
+ arbitrary order otherwise. If there is no <i>N</i>th row in the
+ partition, then NULL is returned.
+ </p></dd><dd>
+</dd></dl>
+
+<p>The examples in this section use the
+<a href="windowfunctions.html#aggwinfunc">previously defined T1 table</a>
+as well as the following T2 table:
+
+</p><div class="codeblock"><pre>CREATE TABLE t2(a, b);
+INSERT INTO t2 VALUES('a', 'one'),
+ ('a', 'two'),
+ ('a', 'three'),
+ ('b', 'four'),
+ ('c', 'five'),
+ ('c', 'six');
+</pre></div>
+
+<p>The following example illustrates the behaviour of the five ranking
+functions - row_number(), rank(), dense_rank(), percent_rank() and
+cume_dist().
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- a | row_number | rank | dense_rank | percent_rank | cume_dist</i>
+------------------------------------------------------------------
+<i>-- a | 1 | 1 | 1 | 0.0 | 0.5</i>
+<i>-- a | 2 | 1 | 1 | 0.0 | 0.5</i>
+<i>-- a | 3 | 1 | 1 | 0.0 | 0.5</i>
+<i>-- b | 4 | 4 | 2 | 0.6 | 0.66</i>
+<i>-- c | 5 | 5 | 3 | 0.8 | 1.0</i>
+<i>-- c | 6 | 5 | 3 | 0.8 | 1.0</i>
+<i>-- </i>
+SELECT a AS a,
+ row_number() OVER win AS row_number,
+ rank() OVER win AS rank,
+ dense_rank() OVER win AS dense_rank,
+ percent_rank() OVER win AS percent_rank,
+ cume_dist() OVER win AS cume_dist
+FROM t2
+WINDOW win AS (ORDER BY a);
+</pre></div>
+
+<p>The example below uses ntile() to divide the six rows into two groups (the
+ntile(2) call) and into four groups (the ntile(4) call). For ntile(2), there
+are three rows assigned to each group. For ntile(4), there are two groups of
+two and two groups of one. The larger groups of two appear first.
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- a | b | ntile_2 | ntile_4</i>
+----------------------------------
+<i>-- a | one | 1 | 1</i>
+<i>-- a | two | 1 | 1</i>
+<i>-- a | three | 1 | 2</i>
+<i>-- b | four | 2 | 2</i>
+<i>-- c | five | 2 | 3</i>
+<i>-- c | six | 2 | 4</i>
+<i>-- </i>
+SELECT a AS a,
+ b AS b,
+ ntile(2) OVER win AS ntile_2,
+ ntile(4) OVER win AS ntile_4
+FROM t2
+WINDOW win AS (ORDER BY a);
+</pre></div>
+
+<p> The next example demonstrates lag(), lead(), first_value(), last_value()
+and nth_value(). The <span class='yynonterm'>frame-spec</span> is ignored by
+both lag() and lead(), but respected by first_value(), last_value()
+and nth_value().
+
+</p><div class="codeblock"><pre><i>-- The following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- b | lead | lag | first_value | last_value | nth_value_3</i>
+-------------------------------------------------------------
+<i>-- A | C | NULL | A | A | NULL </i>
+<i>-- B | D | A | A | B | NULL </i>
+<i>-- C | E | B | A | C | C </i>
+<i>-- D | F | C | A | D | C </i>
+<i>-- E | G | D | A | E | C </i>
+<i>-- F | n/a | E | A | F | C </i>
+<i>-- G | n/a | F | A | G | C </i>
+<i>-- </i>
+SELECT b AS b,
+ lead(b, 2, 'n/a') OVER win AS lead,
+ lag(b) OVER win AS lag,
+ first_value(b) OVER win AS first_value,
+ last_value(b) OVER win AS last_value,
+ nth_value(b, 3) OVER win AS nth_value_3
+FROM t1
+WINDOW win AS (ORDER BY b ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)
+</pre></div>
+
+
+<a name="wchaining"></a>
+
+<h1 id="window_chaining"><span>4. </span>Window Chaining</h1>
+
+<p>
+Window chaining is a shorthand that allows one window to be defined in terms
+of another. Specifically, the shorthand allows the new window to implicitly
+copy the PARTITION BY and optionally ORDER BY clauses of the base window. For
+example, in the following:
+
+</p><div class="codeblock"><pre>SELECT group_concat(b, '.') OVER (
+ win ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
+)
+FROM t1
+WINDOW win AS (PARTITION BY a ORDER BY c)
+</pre></div>
+
+<p>
+the window used by the group_concat() function is equivalent
+to "PARTITION BY a ORDER BY c ROWS BETWEEN UNBOUNDED PRECEDING
+AND CURRENT ROW". In order to use window
+chaining, all of the following must be true:
+
+</p><ul>
+ <li><p>The new window definition must not include a PARTITION BY clause. The
+ PARTITION BY clause, if there is one, must be supplied by the base
+ window specification.
+
+ </p></li><li><p>If the base window has an ORDER BY clause, it is copied into the new
+ window. In this case the new window must not specify an ORDER BY clause.
+ If the base window has no ORDER BY clause, one may be specified as part
+ of the new window definition.
+
+ </p></li><li><p>The base window may not specify a frame specification. The frame
+ specification can only be given in the new window specification.
+</p></li></ul>
+
+<p>The two fragments of SQL below are similar, but not entirely equivalent, as
+the latter will fail if the definition of window "win" contains a frame
+specification.
+
+</p><div class="codeblock"><pre>SELECT group_concat(b, '.') OVER win ...
+SELECT group_concat(b, '.') OVER (win) ...
+</pre></div>
+
+<a name="udfwinfunc"></a>
+
+<h1 id="user_defined_aggregate_window_functions"><span>5. </span>User-Defined Aggregate Window Functions</h1>
+
+<p> User-defined aggregate window functions may be created using the
+<a href="c3ref/create_function.html">sqlite3_create_window_function</a>() API. Implementing an aggregate window
+function is very similar to an ordinary aggregate function. Any user-defined
+aggregate window function may also be used as an ordinary aggregate. To
+implement a user-defined aggregate window function the application must
+supply four callback functions:
+
+</p><table striped="1" style="margin:1em auto; width:80%; border-spacing:0">
+<tr style="text-align:left"><th>Callback </th><th>Description
+</th></tr><tr style="text-align:left;background-color:#DDDDDD"><td>xStep </td><td>
+ This method is required by both window aggregate and legacy aggregate
+ function implementations. It is invoked to add a row to the current
+ window. The function arguments, if any, corresponding to the row being
+ added are passed to the implementation of xStep.
+
+</td></tr><tr style="text-align:left"><td>xFinal </td><td>
+ This method is required by both window aggregate and legacy aggregate
+ function implementations. It is invoked to return the current value
+ of the aggregate (determined by the contents of the current window),
+ and to free any resources allocated by earlier calls to xStep.
+
+</td></tr><tr style="text-align:left;background-color:#DDDDDD"><td>xValue </td><td>
+ This method is only required for window aggregate functions. The presence
+ of this method is what distinguishes a window aggregate function from a
+ legacy aggregate function. This method is invoked to return the current
+ value of the aggregate. Unlike xFinal, the implementation should not
+ delete any context.
+
+</td></tr><tr style="text-align:left"><td>xInverse </td><td>
+ This method is only required for window aggregate functions, not legacy
+ aggregate function implementations. It is invoked to remove the oldest
+ presently aggregated result of xStep from the current window.
+ The function arguments, if any, are those
+ passed to xStep for the row being removed.
+</td></tr></table>
+
+<p> The C code below implements a simple window aggregate function named
+sumint(). This works in the same way as the built-in sum() function, except
+that it throws an exception if passed an argument that is not an integer
+value.
+
+</p><div class="codeblock"><pre><pre>
+<i>/*</i>
+<i>** xStep for sumint().</i>
+<i>**</i>
+<i>** Add the value of the argument to the aggregate context (an integer).</i>
+<i>*/</i>
+static void sumintStep(
+ <a href="c3ref/context.html">sqlite3_context</a> *ctx,
+ int nArg,
+ <a href="c3ref/value.html">sqlite3_value</a> *apArg[]
+){
+ <a href="c3ref/int64.html">sqlite3_int64</a> *pInt;
+
+ assert( nArg==1 );
+ if( <a href="c3ref/value_blob.html">sqlite3_value_type</a>(apArg[0])!=SQLITE_INTEGER ){
+ <a href="c3ref/result_blob.html">sqlite3_result_error</a>(ctx, "invalid argument", -1);
+ return;
+ }
+ pInt = (sqlite3_int64*)sqlite3_aggregate_context(ctx, sizeof(<a href="c3ref/int64.html">sqlite3_int64</a>));
+ if( pInt ){
+ *pInt += <a href="c3ref/value_blob.html">sqlite3_value_int64</a>(apArg[0]);
+ }
+}
+
+<i>/*</i>
+<i>** xInverse for sumint().</i>
+<i>**</i>
+<i>** This does the opposite of xStep() - subtracts the value of the argument</i>
+<i>** from the current context value. The error checking can be omitted from</i>
+<i>** this function, as it is only ever called after xStep() (so the aggregate</i>
+<i>** context has already been allocated) and with a value that has already</i>
+<i>** been passed to xStep() without error (so it must be an integer).</i>
+<i>*/</i>
+static void sumintInverse(
+ <a href="c3ref/context.html">sqlite3_context</a> *ctx,
+ int nArg,
+ <a href="c3ref/value.html">sqlite3_value</a> *apArg[]
+){
+ <a href="c3ref/int64.html">sqlite3_int64</a> *pInt;
+ assert( <a href="c3ref/value_blob.html">sqlite3_value_type</a>(apArg[0])==SQLITE_INTEGER );
+ pInt = (sqlite3_int64*)sqlite3_aggregate_context(ctx, sizeof(<a href="c3ref/int64.html">sqlite3_int64</a>));
+ *pInt -= <a href="c3ref/value_blob.html">sqlite3_value_int64</a>(apArg[0]);
+}
+
+<i>/*</i>
+<i>** xFinal for sumint().</i>
+<i>**</i>
+<i>** Return the current value of the aggregate window function. Because</i>
+<i>** this implementation does not allocate any resources beyond the buffer</i>
+<i>** returned by <a href="c3ref/aggregate_context.html">sqlite3_aggregate_context</a>, which is automatically freed</i>
+<i>** by the system, there are no resources to free. And so this method is</i>
+<i>** identical to xValue().</i>
+<i>*/</i>
+static void sumintFinal(<a href="c3ref/context.html">sqlite3_context</a> *ctx){
+ <a href="c3ref/int64.html">sqlite3_int64</a> res = 0;
+ <a href="c3ref/int64.html">sqlite3_int64</a> *pInt;
+ pInt = (sqlite3_int64*)<a href="c3ref/aggregate_context.html">sqlite3_aggregate_context</a>(ctx, 0);
+ if( pInt ) res = *pInt;
+ <a href="c3ref/result_blob.html">sqlite3_result_int64</a>(ctx, res);
+}
+
+<i>/*</i>
+<i>** xValue for sumint().</i>
+<i>**</i>
+<i>** Return the current value of the aggregate window function.</i>
+<i>*/</i>
+static void sumintValue(<a href="c3ref/context.html">sqlite3_context</a> *ctx){
+ <a href="c3ref/int64.html">sqlite3_int64</a> res = 0;
+ <a href="c3ref/int64.html">sqlite3_int64</a> *pInt;
+ pInt = (sqlite3_int64*)<a href="c3ref/aggregate_context.html">sqlite3_aggregate_context</a>(ctx, 0);
+ if( pInt ) res = *pInt;
+ <a href="c3ref/result_blob.html">sqlite3_result_int64</a>(ctx, res);
+}
+
+<i>/*</i>
+<i>** Register sumint() window aggregate with database handle db. </i>
+<i>*/</i>
+int register_sumint(<a href="c3ref/sqlite3.html">sqlite3</a> *db){
+ return <a href="c3ref/create_function.html">sqlite3_create_window_function</a>(db, "sumint", 1, SQLITE_UTF8, 0,
+ sumintStep, sumintFinal, sumintValue, sumintInverse, 0
+ );
+}
+</pre>
+
+</pre></div>
+
+<p> The following example uses the sumint() function implemented by the above
+C code. For each row, the window consists of the preceding row (if any), the current row and the following row (again, if any):
+
+</p><div class="codeblock"><pre>CREATE TABLE t3(x, y);
+INSERT INTO t3 VALUES('a', 4),
+ ('b', 5),
+ ('c', 3),
+ ('d', 8),
+ ('e', 1);
+
+<i>-- Assuming the database is populated using the above script, the </i>
+<i>-- following SELECT statement returns:</i>
+<i>-- </i>
+<i>-- x | sum_y</i>
+--------------
+<i>-- a | 9 </i>
+<i>-- b | 12 </i>
+<i>-- c | 16 </i>
+<i>-- d | 12 </i>
+<i>-- e | 9 </i>
+<i>-- </i>
+SELECT x, sumint(y) OVER (
+ ORDER BY x ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING
+) AS sum_y
+FROM t3 ORDER BY x;
+</pre></div>
+
+<p>In processing the query above, SQLite invokes the sumint callbacks as
+follows:
+
+</p><p>
+</p><ol>
+ <li> <b>xStep(4)</b> - add "4" to the current window.
+ </li><li> <b>xStep(5)</b> - add "5" to the current window.
+ </li><li> <b>xValue()</b> - invoke xValue() to obtain the value of sumint() for
+ the row with (x='a'). The window currently consists of values 4 and 5,
+ and so the result is 9.
+ </li><li> <b>xStep(3)</b> - add "3" to the current window.
+ </li><li> <b>xValue()</b> - invoke xValue() to obtain the value of sumint() for
+ the row with (x='b'). The window currently consists of values 4, 5 and
+ 3, and so the result is 12.
+ </li><li> <b>xInverse(4)</b> - remove "4" from the window.
+ </li><li> <b>xStep(8)</b> - add "8" to the current window. The window now consists
+ of values 5, 3 and 8.
+ </li><li> <b>xValue()</b> - invoked to obtain the value for the row with (x='c').
+ In this case, 16.
+ </li><li> <b>xInverse(5)</b> - remove value "5" from the window.
+ </li><li> <b>xStep(1)</b> - add value "1" to the window.
+ </li><li> <b>xValue()</b> - invoked to obtain the value for row (x='d').
+ </li><li> <b>xInverse(3)</b> - remove value "3" from the window. The window now
+ contains values 8 and 1 only.
+ </li><li> <b>xValue()</b> - invoked to obtain the value for row (x='e'). 9.
+ </li><li> <b>xFinal()</b> - invoked to reclaim any allocated resources.
+</li></ol>
+
+<h1 id="history"><span>6. </span>History</h1>
+
+<p>Window function support was first added to SQLite with release
+<a href="releaselog/3_25_0.html">version 3.25.0</a> (2018-09-15). The SQLite developers used
+the <a href="http://www.postgresql.org">PostgreSQL</a> window function
+documentation as their primary reference for how window functions
+ought to behave. Many test cases have been run against PostgreSQL
+to ensure that window functions operate the same way in both
+SQLite and PostgreSQL.
+
+</p><p>In SQLite <a href="releaselog/3_28_0.html">version 3.28.0</a> (2019-04-16),
+windows function support was extended to include the EXCLUDE clause,
+GROUPS frame types, window chaining, and support for
+"&lt;expr&gt; PRECEDING" and "&lt;expr&gt; FOLLOWING" boundaries
+in RANGE frames.
+</p><p align="center"><small><i>This page last modified on <a href="https://sqlite.org/docsrc/honeypot" id="mtimelink" data-href="https://sqlite.org/docsrc/finfo/pages/windowfunctions.in?m=5294c78796f3b49a2">2022-08-09 12:51:29</a> UTC </small></i></p>
+