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<h1 class="title">ARQ - Lateral Join</h1>
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<h2 class="h6 sticky-top m-0 p-2 bg-body-tertiary">On this page</h2>
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<ul>
<li><a href="#syntax">Syntax</a></li>
<li><a href="#evaluation">Evaluation</a></li>
<li><a href="#variable-assignment">Variable assignment</a></li>
<li><a href="#variable-scopes">Variable Scopes</a></li>
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<p>Lateral joins using the keyword <code>LATERAL</code> were introduced in Apache Jena 4.7.0.</p>
<p>A <code>LATERAL</code> join is like a foreach loop, looping on the results from the
left-hand side (LHS), the pattern before the <code>LATERAL</code> keyword, and executing
the right-hand side (RHS) query pattern once for each row, with the variables
from the input LHS in-scope during each RHS evaluation.</p>
<p>A regular join only executes the RHS once, and the variables from the LHS are
used for the join condition after evaluation of the left and right
sub-patterns.</p>
<p>Another way to think of a lateral join is as a <code>flatmap</code>.</p>
<p>Examples:</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#080;font-style:italic">## Get exactly one label for each subject with type `:T`</span>
</span></span><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdf</span>:<span style="color:#008000;font-weight:bold">type</span> :<span style="color:#008000;font-weight:bold">T</span>
</span></span><span style="display:flex;"><span> <span style="">LATERAL</span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> { <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdfs</span>:<span style="color:#008000;font-weight:bold">label</span> <span style="color:#b8860b">?label</span> } <span style="color:#a2f;font-weight:bold">LIMIT</span> <span style="color:#666">1</span>
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#080;font-style:italic">## Get zero or one labels for each subject.</span>
</span></span><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#b8860b">?p</span> <span style="color:#b8860b">?o</span>
</span></span><span style="display:flex;"><span> <span style="">LATERAL</span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">OPTIONAL</span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> { <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdfs</span>:<span style="color:#008000;font-weight:bold">label</span> <span style="color:#b8860b">?label</span> } <span style="color:#a2f;font-weight:bold">LIMIT</span> <span style="color:#666">1</span>
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><h4 id="syntax">Syntax</h4>
<p>The <code>LATERAL</code> keyword which takes the graph pattern so far in the group, from
the <code>{</code> starting of the current block, and a <code>{ }</code> block afterwards.</p>
<h4 id="evaluation">Evaluation</h4>
<p><a href="https://afs.github.io/substitute.html">Substituting variables</a> from the LHS into the RHS (with the same restrictions), then executing the pattern, gives the evaluation of <code>LATERAL</code>.</p>
<h4 id="variable-assignment">Variable assignment</h4>
<p>There needs to be a new syntax restriction: there can no variable introduced by
<code>AS</code> (<code>BIND</code>, or sub-query) or <code>VALUES</code> in-scope at the top level of the
<code>LATERAL</code> RHS, that is the same name as any
<a href="https://www.w3.org/TR/sparql11-query/#variableScope">in-scope</a> variable from
the LHS.</p>
<p>Such a variable assignment would conflict with the variable being set in
variables of the row being joined.</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#080;font-style:italic">## ** Illegal **</span>
</span></span><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#b8860b">?p</span> <span style="color:#b8860b">?o</span>
</span></span><span style="display:flex;"><span> <span style="">LATERAL</span> { <span style="color:#a2f;font-weight:bold">BIND</span>( <span style="color:#666">123</span> <span style="color:#a2f;font-weight:bold">AS</span> <span style="color:#b8860b">?o</span>) }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>See <a href="https://www.w3.org/TR/sparql11-query/#sparqlGrammar">SPARQL Grammar note 12</a>.</p>
<p>In ARQ, <a href="assignment.html">LET</a> would work.
<code>LET</code> for a variable that is bound acts like a filter.</p>
<h4 id="variable-scopes">Variable Scopes</h4>
<p>In looping on the input, a lateral join makes the bindings of variables in the current row
available to the right-hand side pattern, setting their value from the top down.</p>
<p>In SPARQL, it is possible to have variables of the same name which are not
exposed within a sub-select. These are not lateral-joined to a variable of the
same name from the LHS.</p>
<p>This is not specific to lateral joins. In</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdf</span>:<span style="color:#008000;font-weight:bold">type</span> :<span style="color:#008000;font-weight:bold">T</span>
</span></span><span style="display:flex;"><span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#b8860b">?label</span> { <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdfs</span>:<span style="color:#008000;font-weight:bold">label</span> <span style="color:#b8860b">?label</span> }
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>the inner <code>?s</code> can be replaced by <code>?z</code> without changing the results because the
inner <code>?s</code> is not joined to the outer <code>?s</code> but instead is hidden by the <code>SELECT ?label</code>.</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdf</span>:<span style="color:#008000;font-weight:bold">type</span> :<span style="color:#008000;font-weight:bold">T</span>
</span></span><span style="display:flex;"><span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#b8860b">?label</span> { <span style="color:#b8860b">?z</span> <span style="color:#00f;font-weight:bold">rdfs</span>:<span style="color:#008000;font-weight:bold">label</span> <span style="color:#b8860b">?label</span> }
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>The same rule applies to lateral joins.</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdf</span>:<span style="color:#008000;font-weight:bold">type</span> :<span style="color:#008000;font-weight:bold">T</span>
</span></span><span style="display:flex;"><span> <span style="">LATERAL</span> {
</span></span><span style="display:flex;"><span> <span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#b8860b">?label</span> { <span style="color:#b8860b">?s</span> <span style="color:#00f;font-weight:bold">rdfs</span>:<span style="color:#008000;font-weight:bold">label</span> <span style="color:#b8860b">?label</span> } <span style="color:#a2f;font-weight:bold">LIMIT</span> <span style="color:#666">1</span>
</span></span><span style="display:flex;"><span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>The inner <code>?s</code> in the <code>SELECT ?label</code> is not the outer <code>?s</code> because the <code>SELECT ?label</code> does not pass out <code>?s</code>. As a sub-query the <code>?s</code> could be any name except
<code>?label</code> for the same results.</p>
<h3 id="notes">Notes</h3>
<p>There is a similarity to filter <code>NOT EXISTS</code>/<code>EXISTS</code> expressed as the non-legal
<code>FILTER ( ASK { pattern } )</code> where the variables of the row being filtered are
available to &ldquo;pattern&rdquo;. This is similar to an SQL
<a href="https://en.wikipedia.org/wiki/Correlated_subquery">correlated subquery</a>.</p>
<h2 id="sparql-specification-additional-material">SPARQL Specification Additional Material</h2>
<h3 id="syntax-1">Syntax</h3>
<p><code>LATERAL</code> is added to the SPARQL grammar at rule <code>[[56] GraphPatternNotTriples](https://www.w3.org/TR/sparql11-query/#rGraphPatternNotTriples)</code>. As a syntax form, it is similar to <code>OPTIONAL</code>.</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-ebnf" data-lang="ebnf"><span style="display:flex;"><span><span style="">[56]</span> <span style="color:#a2f;font-weight:bold">GraphPatternNotTriples </span><span style="">::</span><span style="color:#666">=</span> <span style="color:#a2f;font-weight:bold">GroupOrUnionGraphPattern </span>| <span style="color:#a2f;font-weight:bold">OptionalGraphPattern </span>| <span style="color:#a2f;font-weight:bold">LateralGraphPattern </span>| .<span style="">..</span>
</span></span><span style="display:flex;"><span><span style="">[57]</span> <span style="color:#a2f;font-weight:bold">OptionalGraphPattern </span><span style="">::</span><span style="color:#666">=</span> <span style="color:#b44">&#39;OPTIONAL&#39;</span> <span style="color:#a2f;font-weight:bold">GroupGraphPattern</span>
</span></span><span style="display:flex;"><span>[ ] <span style="color:#a2f;font-weight:bold">LateralGraphPattern </span><span style="">::=</span> <span style="color:#b44">&#39;LATERAL&#39;</span> <span style="color:#a2f;font-weight:bold">GroupGraphPattern</span>
</span></span></code></pre></div><h3 id="algebra">Algebra</h3>
<p>The new algebra operator is <code>lateral</code> which takes two expressions</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-sparql" data-lang="sparql"><span style="display:flex;"><span><span style="color:#a2f;font-weight:bold">SELECT</span> <span style="color:#666">*</span> {
</span></span><span style="display:flex;"><span> <span style="color:#b8860b">?s</span> <span style="color:#b8860b">?p</span> <span style="color:#b8860b">?o</span>
</span></span><span style="display:flex;"><span> <span style="">LATERAL</span>
</span></span><span style="display:flex;"><span> { <span style="color:#b8860b">?a</span> <span style="color:#b8860b">?b</span> <span style="color:#b8860b">?c</span> }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>is translated to:</p>
<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-lisp" data-lang="lisp"><span style="display:flex;"><span>(<span style="color:#b8860b">lateral</span>
</span></span><span style="display:flex;"><span> (<span style="color:#b8860b">bgp</span> (<span style="color:#b8860b">triple</span> <span style="color:#b8860b">?s</span> <span style="color:#b8860b">?p</span> <span style="color:#b8860b">?o</span>))
</span></span><span style="display:flex;"><span> (<span style="color:#b8860b">bgp</span> (<span style="color:#b8860b">triple</span> <span style="color:#b8860b">?a</span> <span style="color:#b8860b">?b</span> <span style="color:#b8860b">?c</span>)))
</span></span></code></pre></div><h3 id="evaluation-1">Evaluation</h3>
<p>To evaluate <code>lateral</code>:</p>
<ul>
<li>Evaluate the first argument (left-hand side from syntax) to get a multiset of solution mappings.</li>
<li>For each solution mapping (&ldquo;row&rdquo;),
<ul>
<li>inject variable bindings into the second argument</li>
<li>Evaluate this pattern</li>
<li>Add to results</li>
</ul>
</li>
</ul>
<p>Outline:</p>
<pre tabindex="0"><code>Definition: Lateral
Let Ω be a multiset of solution mappings. We define:
Lateral(Ω, P) = { μ | union of Ω1 where
foreach μ1 in Ω:
pattern2 = inject(pattern, μ1)
Ω1 = eval(D(G), pattern2)
result Ω1
}
</code></pre><p>where <code>inject</code> is the <a href="https://afs.github.io/substitute.html">corrected <code>substitute</code></a>
operation.</p>
<p>An alternative style is to define Lateral more like &ldquo;evaluate P such that μ is
in-scope&rdquo; in some way, rather than rely on <code>inject</code> which is a mechanism.</p>
<pre tabindex="0"><code>Definition: Evaluation of Lateral
eval(D(G), Lateral(P1, P2) = Lateral(eval(D(G), P1), P2)
</code></pre>
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