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| <meta name="DC.Title" content="TOPN_BYTES_LIMIT Query Option (Impala 3.1 or higher only)" /> |
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| <title>TOPN_BYTES_LIMIT Query Option (Impala 3.1 or higher only)</title> |
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| <h1 class="title topictitle1" id="ariaid-title1">TOPN_BYTES_LIMIT Query Option (<span class="keyword">Impala 3.1</span> or higher only)</h1> |
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| <p class="p"> |
| The <code class="ph codeph">TOPN_BYTES_LIMIT</code> query option places a limit on the amount of |
| estimated memory that Impala can process for <em class="ph i">top-N</em> queries. |
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| <p class="p"> |
| <em class="ph i">Top-N</em> queries are the queries that include both <code class="ph codeph">ORDER BY</code> and |
| <code class="ph codeph">LIMIT</code> clauses. <em class="ph i">Top-N</em> queries don't spill to disk so they have to |
| keep all rows they process in memory, and those queries can cause out-of-memory issues |
| when running with a large limit and an offset. If the Impala planner estimates that a |
| <em class="ph i">top-N</em> operator will process more bytes than the <code class="ph codeph">TOPN_BYTES_LIMIT</code> |
| value, it will replace the <em class="ph i">top-N</em> operator with the <em class="ph i">sort</em> operator. Switching |
| to the <em class="ph i">sort</em> operator allows Impala to spill to disk, thus requiring less memory |
| than <em class="ph i">top-N</em>, but potentially with performance penalties. |
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| <p class="p"> |
| The option has no effect when set to 0 or -1. |
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| <strong class="ph b">Syntax:</strong> |
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| <pre class="pre codeblock"><code>SET TOPN_BYTES_LIMIT=<var class="keyword varname">limit</var></code></pre> |
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| <strong class="ph b">Type:</strong> Number |
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| <strong class="ph b">Default:</strong> 536870912 (512 MB) |
| </p> |
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| <p class="p"> |
| <strong class="ph b">Added in:</strong> <span class="keyword">Impala 3.1</span> |
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| <div class="related-links"> |
| <div class="familylinks"> |
| <div class="parentlink"><strong>Parent topic:</strong> <a class="link" href="../topics/impala_set.html">SET Statement</a></div> |
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