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<p>Segment metadata queries return per-segment information about:</p>
<ul>
<li>Cardinality of all columns in the segment</li>
<li>Min/max values of string type columns in the segment</li>
<li>Estimated byte size for the segment columns if they were stored in a flat format</li>
<li>Number of rows stored inside the segment</li>
<li>Interval the segment covers</li>
<li>Column type of all the columns in the segment</li>
<li>Estimated total segment byte size in if it was stored in a flat format</li>
<li>Is the segment rolled up</li>
<li>Segment id</li>
</ul>
<pre><code class="hljs css language-json">{
<span class="hljs-attr">"queryType"</span>:<span class="hljs-string">"segmentMetadata"</span>,
<span class="hljs-attr">"dataSource"</span>:<span class="hljs-string">"sample_datasource"</span>,
<span class="hljs-attr">"intervals"</span>:[<span class="hljs-string">"2013-01-01/2014-01-01"</span>]
}
</code></pre>
<p>There are several main parts to a segment metadata query:</p>
<table>
<thead>
<tr><th>property</th><th>description</th><th>required?</th></tr>
</thead>
<tbody>
<tr><td>queryType</td><td>This String should always be &quot;segmentMetadata&quot;; this is the first thing Apache Druid (incubating) looks at to figure out how to interpret the query</td><td>yes</td></tr>
<tr><td>dataSource</td><td>A String or Object defining the data source to query, very similar to a table in a relational database. See <a href="/docs/0.16.1-incubating/querying/datasource.html">DataSource</a> for more information.</td><td>yes</td></tr>
<tr><td>intervals</td><td>A JSON Object representing ISO-8601 Intervals. This defines the time ranges to run the query over.</td><td>no</td></tr>
<tr><td>toInclude</td><td>A JSON Object representing what columns should be included in the result. Defaults to &quot;all&quot;.</td><td>no</td></tr>
<tr><td>merge</td><td>Merge all individual segment metadata results into a single result</td><td>no</td></tr>
<tr><td>context</td><td>See <a href="/docs/0.16.1-incubating/querying/query-context.html">Context</a></td><td>no</td></tr>
<tr><td>analysisTypes</td><td>A list of Strings specifying what column properties (e.g. cardinality, size) should be calculated and returned in the result. Defaults to [&quot;cardinality&quot;, &quot;interval&quot;, &quot;minmax&quot;], but can be overridden with using the <a href="/docs/0.16.1-incubating/configuration/index.html#segmentmetadata-query-config">segment metadata query config</a>. See section <a href="#analysistypes">analysisTypes</a> for more details.</td><td>no</td></tr>
<tr><td>lenientAggregatorMerge</td><td>If true, and if the &quot;aggregators&quot; analysisType is enabled, aggregators will be merged leniently. See below for details.</td><td>no</td></tr>
</tbody>
</table>
<p>The format of the result is:</p>
<pre><code class="hljs css language-json">[ {
<span class="hljs-attr">"id"</span> : <span class="hljs-string">"some_id"</span>,
<span class="hljs-attr">"intervals"</span> : [ <span class="hljs-string">"2013-05-13T00:00:00.000Z/2013-05-14T00:00:00.000Z"</span> ],
<span class="hljs-attr">"columns"</span> : {
<span class="hljs-attr">"__time"</span> : { <span class="hljs-attr">"type"</span> : <span class="hljs-string">"LONG"</span>, <span class="hljs-attr">"hasMultipleValues"</span> : <span class="hljs-literal">false</span>, <span class="hljs-attr">"size"</span> : <span class="hljs-number">407240380</span>, <span class="hljs-attr">"cardinality"</span> : <span class="hljs-literal">null</span>, <span class="hljs-attr">"errorMessage"</span> : <span class="hljs-literal">null</span> },
<span class="hljs-attr">"dim1"</span> : { <span class="hljs-attr">"type"</span> : <span class="hljs-string">"STRING"</span>, <span class="hljs-attr">"hasMultipleValues"</span> : <span class="hljs-literal">false</span>, <span class="hljs-attr">"size"</span> : <span class="hljs-number">100000</span>, <span class="hljs-attr">"cardinality"</span> : <span class="hljs-number">1944</span>, <span class="hljs-attr">"errorMessage"</span> : <span class="hljs-literal">null</span> },
<span class="hljs-attr">"dim2"</span> : { <span class="hljs-attr">"type"</span> : <span class="hljs-string">"STRING"</span>, <span class="hljs-attr">"hasMultipleValues"</span> : <span class="hljs-literal">true</span>, <span class="hljs-attr">"size"</span> : <span class="hljs-number">100000</span>, <span class="hljs-attr">"cardinality"</span> : <span class="hljs-number">1504</span>, <span class="hljs-attr">"errorMessage"</span> : <span class="hljs-literal">null</span> },
<span class="hljs-attr">"metric1"</span> : { <span class="hljs-attr">"type"</span> : <span class="hljs-string">"FLOAT"</span>, <span class="hljs-attr">"hasMultipleValues"</span> : <span class="hljs-literal">false</span>, <span class="hljs-attr">"size"</span> : <span class="hljs-number">100000</span>, <span class="hljs-attr">"cardinality"</span> : <span class="hljs-literal">null</span>, <span class="hljs-attr">"errorMessage"</span> : <span class="hljs-literal">null</span> }
},
<span class="hljs-attr">"aggregators"</span> : {
<span class="hljs-attr">"metric1"</span> : { <span class="hljs-attr">"type"</span> : <span class="hljs-string">"longSum"</span>, <span class="hljs-attr">"name"</span> : <span class="hljs-string">"metric1"</span>, <span class="hljs-attr">"fieldName"</span> : <span class="hljs-string">"metric1"</span> }
},
<span class="hljs-attr">"queryGranularity"</span> : {
<span class="hljs-attr">"type"</span>: <span class="hljs-string">"none"</span>
},
<span class="hljs-attr">"size"</span> : <span class="hljs-number">300000</span>,
<span class="hljs-attr">"numRows"</span> : <span class="hljs-number">5000000</span>
} ]
</code></pre>
<p>Dimension columns will have type <code>STRING</code>.
Metric columns will have type <code>FLOAT</code> or <code>LONG</code> or name of the underlying complex type such as <code>hyperUnique</code> in case of COMPLEX metric.
Timestamp column will have type <code>LONG</code>.</p>
<p>If the <code>errorMessage</code> field is non-null, you should not trust the other fields in the response. Their contents are
undefined.</p>
<p>Only columns which are dimensions (i.e., have type <code>STRING</code>) will have any cardinality. Rest of the columns (timestamp and metric columns) will show cardinality as <code>null</code>.</p>
<h2><a class="anchor" aria-hidden="true" id="intervals"></a><a href="#intervals" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>intervals</h2>
<p>If an interval is not specified, the query will use a default interval that spans a configurable period before the end time of the most recent segment.</p>
<p>The length of this default time period is set in the Broker configuration via:
druid.query.segmentMetadata.defaultHistory</p>
<h2><a class="anchor" aria-hidden="true" id="toinclude"></a><a href="#toinclude" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>toInclude</h2>
<p>There are 3 types of toInclude objects.</p>
<h3><a class="anchor" aria-hidden="true" id="all"></a><a href="#all" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>All</h3>
<p>The grammar is as follows:</p>
<pre><code class="hljs css language-json">"toInclude": { "type": "all"}
</code></pre>
<h3><a class="anchor" aria-hidden="true" id="none"></a><a href="#none" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>None</h3>
<p>The grammar is as follows:</p>
<pre><code class="hljs css language-json">"toInclude": { "type": "none"}
</code></pre>
<h3><a class="anchor" aria-hidden="true" id="list"></a><a href="#list" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>List</h3>
<p>The grammar is as follows:</p>
<pre><code class="hljs css language-json">"toInclude": { "type": "list", "columns": [&lt;string list of column names&gt;]}
</code></pre>
<h2><a class="anchor" aria-hidden="true" id="analysistypes"></a><a href="#analysistypes" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>analysisTypes</h2>
<p>This is a list of properties that determines the amount of information returned about the columns, i.e. analyses to be performed on the columns.</p>
<p>By default, the &quot;cardinality&quot;, &quot;interval&quot;, and &quot;minmax&quot; types will be used. If a property is not needed, omitting it from this list will result in a more efficient query.</p>
<p>The default analysis types can be set in the Broker configuration via:
<code>druid.query.segmentMetadata.defaultAnalysisTypes</code></p>
<p>Types of column analyses are described below:</p>
<h3><a class="anchor" aria-hidden="true" id="cardinality"></a><a href="#cardinality" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>cardinality</h3>
<ul>
<li><code>cardinality</code> in the result will return the estimated floor of cardinality for each column. Only relevant for
dimension columns.</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="minmax"></a><a href="#minmax" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>minmax</h3>
<ul>
<li>Estimated min/max values for each column. Only relevant for dimension columns.</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="size"></a><a href="#size" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>size</h3>
<ul>
<li><code>size</code> in the result will contain the estimated total segment byte size as if the data were stored in text format</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="interval"></a><a href="#interval" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>interval</h3>
<ul>
<li><code>intervals</code> in the result will contain the list of intervals associated with the queried segments.</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="timestampspec"></a><a href="#timestampspec" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>timestampSpec</h3>
<ul>
<li><code>timestampSpec</code> in the result will contain timestampSpec of data stored in segments. this can be null if timestampSpec of segments was unknown or unmergeable (if merging is enabled).</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="querygranularity"></a><a href="#querygranularity" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>queryGranularity</h3>
<ul>
<li><code>queryGranularity</code> in the result will contain query granularity of data stored in segments. this can be null if query granularity of segments was unknown or unmergeable (if merging is enabled).</li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="aggregators"></a><a href="#aggregators" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>aggregators</h3>
<ul>
<li><p><code>aggregators</code> in the result will contain the list of aggregators usable for querying metric columns. This may be
null if the aggregators are unknown or unmergeable (if merging is enabled).</p></li>
<li><p>Merging can be strict or lenient. See <em>lenientAggregatorMerge</em> below for details.</p></li>
<li><p>The form of the result is a map of column name to aggregator.</p></li>
</ul>
<h3><a class="anchor" aria-hidden="true" id="rollup"></a><a href="#rollup" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>rollup</h3>
<ul>
<li><code>rollup</code> in the result is true/false/null.</li>
<li>When merging is enabled, if some are rollup, others are not, result is null.</li>
</ul>
<h2><a class="anchor" aria-hidden="true" id="lenientaggregatormerge"></a><a href="#lenientaggregatormerge" aria-hidden="true" class="hash-link"><svg class="hash-link-icon" aria-hidden="true" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a>lenientAggregatorMerge</h2>
<p>Conflicts between aggregator metadata across segments can occur if some segments have unknown aggregators, or if
two segments use incompatible aggregators for the same column (e.g. longSum changed to doubleSum).</p>
<p>Aggregators can be merged strictly (the default) or leniently. With strict merging, if there are any segments
with unknown aggregators, or any conflicts of any kind, the merged aggregators list will be <code>null</code>. With lenient
merging, segments with unknown aggregators will be ignored, and conflicts between aggregators will only null out
the aggregator for that particular column.</p>
<p>In particular, with lenient merging, it is possible for an individual column's aggregator to be <code>null</code>. This will not
occur with strict merging.</p>
</span></div></article></div><div class="docs-prevnext"><a class="docs-prev button" href="/docs/0.16.1-incubating/querying/timeboundaryquery.html"><span class="arrow-prev">← </span><span class="function-name-prevnext">TimeBoundary</span></a><a class="docs-next button" href="/docs/0.16.1-incubating/querying/datasourcemetadataquery.html"><span class="function-name-prevnext">DatasourceMetadata</span><span class="arrow-next"> →</span></a></div></div></div><nav class="onPageNav"><ul class="toc-headings"><li><a href="#intervals">intervals</a></li><li><a href="#toinclude">toInclude</a><ul class="toc-headings"><li><a href="#all">All</a></li><li><a href="#none">None</a></li><li><a href="#list">List</a></li></ul></li><li><a href="#analysistypes">analysisTypes</a><ul class="toc-headings"><li><a href="#cardinality">cardinality</a></li><li><a href="#minmax">minmax</a></li><li><a href="#size">size</a></li><li><a href="#interval">interval</a></li><li><a href="#timestampspec">timestampSpec</a></li><li><a href="#querygranularity">queryGranularity</a></li><li><a href="#aggregators">aggregators</a></li><li><a href="#rollup">rollup</a></li></ul></li><li><a href="#lenientaggregatormerge">lenientAggregatorMerge</a></li></ul></nav></div><footer class="nav-footer druid-footer" id="footer"><div class="container"><div class="text-center"><p><a href="/technology">Technology</a> · <a href="/use-cases">Use Cases</a> · <a href="/druid-powered">Powered by Druid</a> · <a href="/docs/0.16.1-incubating/latest">Docs</a> · <a href="/community/">Community</a> · <a href="/downloads.html">Download</a> · <a href="/faq">FAQ</a></p></div><div class="text-center"><a title="Join the user group" href="https://groups.google.com/forum/#!forum/druid-user" target="_blank"><span class="fa fa-comments"></span></a> · <a title="Follow Druid" href="https://twitter.com/druidio" target="_blank"><span class="fab fa-twitter"></span></a> · <a title="Download via Apache" href="https://www.apache.org/dyn/closer.cgi?path=/incubator/druid/{{ site.druid_versions[0].versions[0].version }}/apache-druid-{{ site.druid_versions[0].versions[0].version }}-bin.tar.gz" target="_blank"><span class="fas fa-feather"></span></a> · <a title="GitHub" href="https://github.com/apache/incubator-druid" target="_blank"><span class="fab fa-github"></span></a></div><div class="text-center license">Copyright © 2019 <a href="https://www.apache.org/" target="_blank">Apache Software Foundation</a>.<br/>Except where otherwise noted, licensed under <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0</a>.<br/>Apache Druid, Druid, and the Druid logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries.</div></div></footer></div><script type="text/javascript" src="https://cdn.jsdelivr.net/docsearch.js/1/docsearch.min.js"></script><script>
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