
  
  <section id="snowflake-ml-feature-store">
<h1>snowflake.ml.feature_store<a class="headerlink" href="#snowflake-ml-feature-store" title="Permalink to this heading">¶</a></h1>
<p class="rubric">Classes</p>
<table class="autosummary longtable docutils align-default">
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<tr class="row-odd"><td><p><a class="reference internal" href="api/feature_store/snowflake.ml.feature_store.Entity.html#snowflake.ml.feature_store.Entity" title="snowflake.ml.feature_store.Entity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Entity</span></code></a>(name,&nbsp;join_keys[,&nbsp;desc])</p></td>
<td><p>Entity encapsulates additional metadata for feature definition.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="api/feature_store/snowflake.ml.feature_store.FeatureStore.html#snowflake.ml.feature_store.FeatureStore" title="snowflake.ml.feature_store.FeatureStore"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FeatureStore</span></code></a>(session,&nbsp;database,&nbsp;name,&nbsp;...[,&nbsp;...])</p></td>
<td><p>FeatureStore provides APIs to create, materialize, retrieve and manage feature pipelines.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="api/feature_store/snowflake.ml.feature_store.FeatureView.html#snowflake.ml.feature_store.FeatureView" title="snowflake.ml.feature_store.FeatureView"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FeatureView</span></code></a>(name,&nbsp;entities,&nbsp;feature_df[,&nbsp;...])</p></td>
<td><p>A FeatureView instance encapsulates a logical group of features.</p></td>
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</tbody>
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<p class="rubric">Functions</p>
<table class="autosummary longtable docutils align-default">
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<tr class="row-odd"><td><p><a class="reference internal" href="api/feature_store/snowflake.ml.feature_store.setup_feature_store.html#snowflake.ml.feature_store.setup_feature_store" title="snowflake.ml.feature_store.setup_feature_store"><code class="xref py py-obj docutils literal notranslate"><span class="pre">setup_feature_store</span></code></a>(session,&nbsp;database,&nbsp;...)</p></td>
<td><p>Sets up a new Feature Store including role/privilege setup.</p></td>
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</table>
</section>




`Entity`(name, join_keys[, desc])	Entity encapsulates additional metadata for feature definition.
`FeatureStore`(session, database, name, ...[, ...])	FeatureStore provides APIs to create, materialize, retrieve and manage feature pipelines.
`FeatureView`(name, entities, feature_df[, ...])	A FeatureView instance encapsulates a logical group of features.

snowflake.ml.feature_store¶