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<a class='edit-link' href="https://github.com/apache/ignite/tree/IGNITE-7595/docs/_docs/SQL/distributed-joins.adoc" target="_blank">Edit</a>
<h1>Distributed Joins</h1>
<div id="preamble">
<div class="sectionbody">
<div class="paragraph">
<p>A distributed join is a SQL statement with a join clause that combines two or more partitioned tables.
If the tables are joined on the partitioning column (affinity key), the join is called a <em>colocated join</em>. Otherwise, it is called a <em>non-colocated join</em>.</p>
</div>
<div class="paragraph">
<p>Colocated joins are more efficient because they can be effectively distributed between the cluster nodes.</p>
</div>
<div class="paragraph">
<p>By default, Ignite treats each join query as if it is a colocated join and executes it accordingly (see the corresponding section below).</p>
</div>
<div class="admonitionblock warning">
<table>
<tr>
<td class="icon">
<div class="title">Warning</div>
</td>
<td class="content">
If your query is non-colocated, you have to enable the non-colocated mode of query execution by setting <code>SqlFieldsQuery.setDistributedJoins(true)</code>; otherwise, the results of the query execution may be incorrect.
</td>
</tr>
</table>
</div>
<div class="admonitionblock caution">
<table>
<tr>
<td class="icon">
<div class="title">Caution</div>
</td>
<td class="content">
<div class="paragraph">
<p>If you often join tables, we recommend that you partition your tables on the same column (on which you join the tables).</p>
</div>
<div class="paragraph">
<p>Non-colocated joins should be reserved for cases when it&#8217;s impossible to use colocated joins.</p>
</div>
</td>
</tr>
</table>
</div>
</div>
</div>
<div class="sect1">
<h2 id="colocated-joins">Colocated Joins</h2>
<div class="sectionbody">
<div class="paragraph">
<p>The following image illustrates the procedure of executing a colocated join. A colocated join (<code>Q</code>) is sent to all the nodes that store the data matching the query condition. Then the query is executed over the local data set on each node (<code>E(Q)</code>). The results (<code>R</code>) are aggregated on the node that initiated the query (the client node).</p>
</div>
<div class="imageblock">
<div class="content">
<img src="/docs/2.9.0/images/collocated_joins.png" alt="collocated joins">
</div>
</div>
</div>
</div>
<div class="sect1">
<h2 id="non-colocated-joins">Non-colocated Joins</h2>
<div class="sectionbody">
<div class="paragraph">
<p>If you execute a query in a non-colocated mode, the SQL Engine executes the query locally on all the nodes that store the data matching the query condition. But because the data is not colocated, each node will request missing data (that is not present locally) from other nodes by sending either broadcast or unicast requests. This process is depicted on the image below.</p>
</div>
<div class="imageblock">
<div class="content">
<img src="/docs/2.9.0/images/non_collocated_joins.png" alt="non collocated joins">
</div>
</div>
<div class="paragraph">
<p>If the join is done on the primary or affinity key, the nodes send unicast requests because in this case the nodes know the location of the missing data. Otherwise, nodes send broadcast requests. For performance reasons, both broadcast and unicast requests are aggregated into batches.</p>
</div>
<div class="paragraph">
<p>Enable the non-colocated mode of query execution by setting a JDBC/ODBC parameter or, if you use SQL API, by calling <code>SqlFieldsQuery.setDistributedJoins(true)</code>.</p>
</div>
<div class="admonitionblock warning">
<table>
<tr>
<td class="icon">
<div class="title">Warning</div>
</td>
<td class="content">
If you use a non-collocated join on a column from a <a href="/docs/latest/data-modeling/data-partitioning#replicated">replicated table</a>, the column must have an index.
Otherwise, you will get an exception.
</td>
</tr>
</table>
</div>
</div>
</div>
<div class="sect1">
<h2 id="hash-joins">Hash Joins</h2>
<div class="sectionbody">
<div class="paragraph">
<p>To boost performance of join queries, Ignite supports the <a href="https://en.wikipedia.org/wiki/Hash_join">hash join
algorithm</a>.
Hash joins can be more efficient than nested loop joins for many scenarios, except when the probe side of the join is very small.
However, hash joins can only be used with equi-joins, i.e. a type of join with equality comparison in the join-predicate.</p>
</div>
<div class="paragraph">
<p>To enforce the use of hash joins:</p>
</div>
<div class="olist arabic">
<ol class="arabic">
<li>
<p>Use the <code>enforceJoinOrder</code> option:</p>
<code-tabs><code-tab data-tab='Java API'><div class="listingblock">
<div class="content">
<pre class="rouge highlight"><code data-lang="java"><span class="nc">SqlFieldsQuery</span> <span class="n">query</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">SqlFieldsQuery</span><span class="o">(</span>
<span class="s">"SELECT * FROM TABLE_A, TABLE_B USE INDEX(HASH_JOIN_IDX)"</span>
<span class="o">+</span> <span class="s">" WHERE TABLE_A.column1 = TABLE_B.column2"</span><span class="o">).</span><span class="na">setEnforceJoinOrder</span><span class="o">(</span><span class="kc">true</span><span class="o">);</span></code></pre>
</div>
</div></code-tab><code-tab data-tab='JDBC'><div class="listingblock">
<div class="content">
<pre class="rouge highlight"><code data-lang="java"><span class="nc">Class</span><span class="o">.</span><span class="na">forName</span><span class="o">(</span><span class="s">"org.apache.ignite.IgniteJdbcThinDriver"</span><span class="o">);</span>
<span class="c1">// Open the JDBC connection.</span>
<span class="nc">Connection</span> <span class="n">conn</span> <span class="o">=</span> <span class="nc">DriverManager</span><span class="o">.</span><span class="na">getConnection</span><span class="o">(</span><span class="s">"jdbc:ignite:thin://127.0.0.1?enforceJoinOrder=true"</span><span class="o">);</span></code></pre>
</div>
</div></code-tab><code-tab data-tab='C#/.NET'><div class="listingblock">
<div class="content">
<pre class="rouge highlight"><code data-lang="csharp"><span class="kt">var</span> <span class="n">query</span> <span class="p">=</span> <span class="k">new</span> <span class="nf">SqlFieldsQuery</span><span class="p">(</span><span class="s">"SELECT * FROM TABLE_A, TABLE_B USE INDEX(HASH_JOIN_IDX) WHERE TABLE_A.column1 = TABLE_B.column2"</span><span class="p">)</span>
<span class="p">{</span>
<span class="n">EnforceJoinOrder</span> <span class="p">=</span> <span class="k">true</span>
<span class="p">};</span></code></pre>
</div>
</div></code-tab><code-tab data-tab='C++'><div class="listingblock">
<div class="content">
<pre class="rouge highlight"><code data-lang="c++"><span class="n">SqlFieldsQuery</span> <span class="n">query</span> <span class="o">=</span> <span class="n">SqlFieldsQuery</span><span class="p">(</span><span class="s">"SELECT * FROM TABLE_A, TABLE_B USE INDEX(HASH_JOIN_IDX) WHERE TABLE_A.column1 = TABLE_B.column2"</span><span class="p">);</span>
<span class="n">query</span><span class="p">.</span><span class="n">SetEnforceJoinOrder</span><span class="p">(</span><span class="nb">true</span><span class="p">);</span></code></pre>
</div>
</div></code-tab></code-tabs>
</li>
<li>
<p>Specify <code>USE INDEX(HASH_JOIN_IDX)</code> on the table for which you want to create the hash-join index:</p>
<div class="openblock">
<div class="content">
<div class="listingblock">
<div class="content">
<pre class="rouge highlight"><code data-lang="sql"><span class="k">SELECT</span> <span class="o">*</span> <span class="k">FROM</span> <span class="n">TABLE_A</span><span class="p">,</span> <span class="n">TABLE_B</span> <span class="n">USE</span> <span class="k">INDEX</span><span class="p">(</span><span class="n">HASH_JOIN_IDX</span><span class="p">)</span> <span class="k">WHERE</span> <span class="n">TABLE_A</span><span class="p">.</span><span class="n">column1</span> <span class="o">=</span> <span class="n">TABLE_B</span><span class="p">.</span><span class="n">column2</span></code></pre>
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