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The Elastic APM integration became generally available in 7.16 — see the <a href="https://www.elastic.co/guide/en/apm/guide/current/index.html">APM Guide</a> for updated documentation. Standalone APM Server users can see the <a href="https://www.elastic.co/guide/en/apm/guide/current/legacy-apm-overview.html" title="Legacy APM Overview">Legacy APM Overview</a> and <a href="https://www.elastic.co/guide/en/apm/guide/current/overview.html" title="Legacy APM Server Reference">Legacy APM Server Reference</a>.
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<div><h1 class="title"><a id="id-1"></a>Metadata</h1><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
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<strong>IMPORTANT</strong>: This documentation is no longer updated. Refer to <a href="https://www.elastic.co/support/eol">Elastic's version policy</a> and the <a href="https://www.elastic.co/docs">latest documentation</a>.
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<div class="titlepage"><div><div>
<div class="position-relative"><h2 class="title"><a id="metadata"></a>Metadata</h2><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
</div></div></div>
<p>Metadata can enrich your events and make application performance monitoring even more useful.
Let’s explore the different types of metadata that Elastic APM offers.</p>
<div class="position-relative"><h4><a id="labels-fields"></a>Labels</h4><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
<p>Labels add <span class="strong strong"><strong>indexed</strong></span> information to transactions, spans, and errors.
Indexed means the data is searchable and aggregatable in Elasticsearch.
Add additional key-value pairs to define multiple labels.</p>
<div class="ulist itemizedlist">
<ul class="itemizedlist">
<li class="listitem">
Indexed: Yes
</li>
<li class="listitem">
Elasticsearch type: <a href="/guide/en/elasticsearch/reference/7.15/object.html" class="ulink" target="_top">object</a>
</li>
<li class="listitem">
Elasticsearch field: <code class="literal">labels</code>
</li>
<li class="listitem">
Applies to: <a class="xref" href="transactions.html" title="Transactions">Transactions</a> | <a class="xref" href="transaction-spans.html" title="Spans">Spans</a> | <a class="xref" href="errors.html" title="Errors">Errors</a>
</li>
</ul>
</div>
<p>Label values can be a string, boolean, or number, although some agents only support string values at this time.
Because labels for a given key, regardless of agent used, are stored in the same place in Elasticsearch,
all label values of a given key must have the same data type.
Multiple data types per key will throw an exception, for example: <code class="literal">{foo: bar}</code> and <code class="literal">{foo: 42}</code> is not allowed.</p>
<div class="important admon">
<div class="icon"></div>
<div class="admon_content">
<p>Avoid defining too many user-specified labels.
Defining too many unique fields in an index is a condition that can lead to a
<a href="/guide/en/elasticsearch/reference/7.15/mapping.html#mapping-limit-settings" class="ulink" target="_top">mapping explosion</a>.</p>
</div>
</div>
<div class="position-relative"><h5><a id="_agent_api_reference"></a>Agent API reference</h5><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
<div class="ulist itemizedlist">
<ul class="itemizedlist">
<li class="listitem">
Go: <a href="/guide/en/apm/agent/go/1.x/api.html#context-set-label" class="ulink" target="_top"><code class="literal">SetLabel</code></a>
</li>
<li class="listitem">
Java: <a href="/guide/en/apm/agent/java/1.x/public-api.html#api-transaction-add-tag" class="ulink" target="_top"><code class="literal">setLabel</code></a>
</li>
<li class="listitem">
.NET: <a href="/guide/en/apm/agent/dotnet/1.x/public-api.html#api-transaction-tags" class="ulink" target="_top"><code class="literal">Labels</code></a>
</li>
<li class="listitem">
Node.js: <a href="/guide/en/apm/agent/nodejs/4.x/agent-api.html#apm-set-label" class="ulink" target="_top"><code class="literal">setLabel</code></a> | <a href="/guide/en/apm/agent/nodejs/4.x/agent-api.html#apm-add-labels" class="ulink" target="_top"><code class="literal">addLabels</code></a>
</li>
<li class="listitem">
PHP: <a href="/guide/en/apm/agent/php/current/public-api.html#api-transaction-interface-set-label" class="ulink" target="_top"><code class="literal">Transaction</code> <code class="literal">setLabel</code></a> | <a href="/guide/en/apm/agent/php/current/public-api.html#api-span-interface-set-label" class="ulink" target="_top"><code class="literal">Span</code> <code class="literal">setLabel</code></a>
</li>
<li class="listitem">
Python: <a href="/guide/en/apm/agent/python/5.x/api.html#api-label" class="ulink" target="_top"><code class="literal">elasticapm.label()</code></a>
</li>
<li class="listitem">
Ruby: <a href="/guide/en/apm/agent/ruby/4.x/api.html#api-agent-set-label" class="ulink" target="_top"><code class="literal">set_label</code></a>
</li>
<li class="listitem">
Rum: <a href="/guide/en/apm/agent/rum-js/5.x/agent-api.html#apm-add-labels" class="ulink" target="_top"><code class="literal">addLabels</code></a>
</li>
</ul>
</div>
<div class="position-relative"><h4><a id="custom-fields"></a>Custom context</h4><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
<p>Custom context adds <span class="strong strong"><strong>non-indexed</strong></span>,
custom contextual information to transactions and errors.
Non-indexed means the data is not searchable or aggregatable in Elasticsearch,
and you cannot build dashboards on top of the data.
This also means you don’t have to worry about <a href="/guide/en/elasticsearch/reference/7.15/mapping.html#mapping-limit-settings" class="ulink" target="_top">mapping explosions</a>,
as these fields are not added to the mapping.</p>
<p>Non-indexed information is useful for providing contextual information to help you
quickly debug performance issues or errors.</p>
<div class="ulist itemizedlist">
<ul class="itemizedlist">
<li class="listitem">
Indexed: No
</li>
<li class="listitem">
Elasticsearch type: <a href="/guide/en/elasticsearch/reference/7.15/object.html" class="ulink" target="_top">object</a>
</li>
<li class="listitem">
Elasticsearch fields: <code class="literal">transaction.custom</code> | <code class="literal">error.custom</code>
</li>
<li class="listitem">
Applies to: <a class="xref" href="transactions.html" title="Transactions">Transactions</a> | <a class="xref" href="errors.html" title="Errors">Errors</a>
</li>
</ul>
</div>
<div class="important admon">
<div class="icon"></div>
<div class="admon_content">
<p>Setting a circular object, a large object, or a non JSON serializable object can lead to errors.</p>
</div>
</div>
<div class="position-relative"><h5><a id="_agent_api_reference_2"></a>Agent API reference</h5><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
<div class="ulist itemizedlist">
<ul class="itemizedlist">
<li class="listitem">
Go: <a href="/guide/en/apm/agent/go/1.x/api.html#context-set-custom" class="ulink" target="_top"><code class="literal">SetCustom</code></a>
</li>
<li class="listitem">
iOS: <em>coming soon</em>
</li>
<li class="listitem">
Java: <a href="/guide/en/apm/agent/java/1.x/public-api.html#api-transaction-add-custom-context" class="ulink" target="_top"><code class="literal">addCustomContext</code></a>
</li>
<li class="listitem">
.NET: <em>coming soon</em>
</li>
<li class="listitem">
Node.js: <a href="/guide/en/apm/agent/nodejs/4.x/agent-api.html#apm-set-custom-context" class="ulink" target="_top"><code class="literal">setCustomContext</code></a>
</li>
<li class="listitem">
PHP: <em>coming soon</em>
</li>
<li class="listitem">
Python: <a href="/guide/en/apm/agent/python/5.x/api.html#api-set-custom-context" class="ulink" target="_top"><code class="literal">set_custom_context</code></a>
</li>
<li class="listitem">
Ruby: <a href="/guide/en/apm/agent/ruby/4.x/api.html#api-agent-set-custom-context" class="ulink" target="_top"><code class="literal">set_custom_context</code></a>
</li>
<li class="listitem">
Rum: <a href="/guide/en/apm/agent/rum-js/5.x/agent-api.html#apm-set-custom-context" class="ulink" target="_top"><code class="literal">setCustomContext</code></a>
</li>
</ul>
</div>
<div class="position-relative"><h4><a id="user-fields"></a>User context</h4><a class="edit_me" rel="nofollow" title="Edit this page on GitHub" href="https://github.com/elastic/apm-server/edit/7.15/docs/guide/apm-data-model.asciidoc">edit</a></div>
<p>User context adds <span class="strong strong"><strong>indexed</strong></span> user information to transactions and errors.
Indexed means the data is searchable and aggregatable in Elasticsearch.</p>
<div class="ulist itemizedlist">
<ul class="itemizedlist">
<li class="listitem">
Indexed: Yes
</li>
<li class="listitem">
Elasticsearch type: <a href="/guide/en/elasticsearch/reference/7.15/keyword.html" class="ulink" target="_top">keyword</a>
</li>
<li class="listitem">
Elasticsearch fields: <code class="literal">user.email</code> | <code class="literal">user.name</code> | <code class="literal">user.id</code>
</li>
<li class="listitem">
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Go: <a href="/guide/en/apm/agent/go/1.x/api.html#context-set-username" class="ulink" target="_top"><code class="literal">SetUsername</code></a> | <a href="/guide/en/apm/agent/go/1.x/api.html#context-set-user-id" class="ulink" target="_top"><code class="literal">SetUserID</code></a> |
<a href="/guide/en/apm/agent/go/1.x/api.html#context-set-user-email" class="ulink" target="_top"><code class="literal">SetUserEmail</code></a>
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iOS: <em>coming soon</em>
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Java: <a href="/guide/en/apm/agent/java/1.x/public-api.html#api-transaction-set-user" class="ulink" target="_top"><code class="literal">setUser</code></a>
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.NET <em>coming soon</em>
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Node.js: <a href="/guide/en/apm/agent/nodejs/4.x/agent-api.html#apm-set-user-context" class="ulink" target="_top"><code class="literal">setUserContext</code></a>
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PHP: <em>coming soon</em>
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Python: <a href="/guide/en/apm/agent/python/5.x/api.html#api-set-user-context" class="ulink" target="_top"><code class="literal">set_user_context</code></a>
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Ruby: <a href="/guide/en/apm/agent/ruby/4.x/api.html#api-agent-set-user" class="ulink" target="_top"><code class="literal">set_user</code></a>
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<li class="listitem">
Rum: <a href="/guide/en/apm/agent/rum-js/5.x/agent-api.html#apm-set-user-context" class="ulink" target="_top"><code class="literal">setUserContext</code></a>
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