diff --git a/_modules/index.html b/_modules/index.html
index 51fbb801b1..05e2ef8841 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -479,7 +478,6 @@ <h1>All modules for which code is available</h1>
 <li><a href="whylogs/api/store/profile_store.html">whylogs.api.store.profile_store</a></li>
 <li><a href="whylogs/api/store/query.html">whylogs.api.store.query</a></li>
 <li><a href="whylogs/api/store/sqlite_store.html">whylogs.api.store.sqlite_store</a></li>
-<li><a href="whylogs/api/usage_stats.html">whylogs.api.usage_stats</a></li>
 <li><a href="whylogs/api/whylabs/session/config.html">whylogs.api.whylabs.session.config</a></li>
 <li><a href="whylogs/api/whylabs/session/lazy.html">whylogs.api.whylabs.session.lazy</a></li>
 <li><a href="whylogs/api/whylabs/session/notebook_check.html">whylogs.api.whylabs.session.notebook_check</a></li>
diff --git a/_modules/pandas/core/dtypes/dtypes.html b/_modules/pandas/core/dtypes/dtypes.html
index 434d098b76..24e3d7958a 100644
--- a/_modules/pandas/core/dtypes/dtypes.html
+++ b/_modules/pandas/core/dtypes/dtypes.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs.html b/_modules/whylogs.html
index 21cdd5ac7c..8244204740 100644
--- a/_modules/whylogs.html
+++ b/_modules/whylogs.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -471,7 +470,6 @@ <h1>Source code for whylogs</h1><div class="highlight"><pre>
     <span class="n">reader</span><span class="p">,</span>
     <span class="n">write</span><span class="p">,</span>
 <span class="p">)</span>
-<span class="kn">from</span> <span class="nn">.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span> <span class="k">as</span> <span class="n">__emit_usage_stats</span>
 <span class="kn">from</span> <span class="nn">.api.whylabs</span> <span class="kn">import</span> <span class="n">init</span>
 <span class="kn">from</span> <span class="nn">.core</span> <span class="kn">import</span> <span class="n">DatasetProfileView</span>
 <span class="kn">from</span> <span class="nn">.migration.converters</span> <span class="kn">import</span> <span class="n">v0_to_v1_view</span>
@@ -510,8 +508,6 @@ <h1>Source code for whylogs</h1><div class="highlight"><pre>
     <span class="n">__version__</span><span class="p">,</span>
     <span class="n">init</span><span class="p">,</span>
 <span class="p">]</span>
-
-<span class="n">__emit_usage_stats</span><span class="p">(</span><span class="s2">&quot;import&quot;</span><span class="p">)</span>
 </pre></div>
         </article>
       </div>
diff --git a/_modules/whylogs/api/annotations.html b/_modules/whylogs/api/annotations.html
index d9ea13fd64..b0dd66ae06 100644
--- a/_modules/whylogs/api/annotations.html
+++ b/_modules/whylogs/api/annotations.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger.html b/_modules/whylogs/api/logger.html
index 7ac181efd4..e93713cd0e 100644
--- a/_modules/whylogs/api/logger.html
+++ b/_modules/whylogs/api/logger.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -465,7 +464,6 @@ <h1>Source code for whylogs.api.logger</h1><div class="highlight"><pre>
     <span class="n">_log_segment</span><span class="p">,</span>
 <span class="p">)</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.logger.transient</span> <span class="kn">import</span> <span class="n">TransientLogger</span>
-<span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.whylabs.session.notebook_logger</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">notebook_session_log</span><span class="p">,</span>
     <span class="n">notebook_session_log_comparison</span><span class="p">,</span>
@@ -500,7 +498,6 @@ <h1>Source code for whylogs.api.logger</h1><div class="highlight"><pre>
 <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ResultSet</span><span class="p">:</span>
     <span class="k">if</span> <span class="n">multiple</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">result_sets</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">ResultSet</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
-        <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;multiple&quot;</span><span class="p">)</span>
         <span class="k">for</span> <span class="n">alias</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="n">multiple</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
             <span class="n">result_set</span> <span class="o">=</span> <span class="n">TransientLogger</span><span class="p">(</span><span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="p">)</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">trace_id</span><span class="o">=</span><span class="n">trace_id</span><span class="p">)</span>
             <span class="k">if</span> <span class="n">dataset_timestamp</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
diff --git a/_modules/whylogs/api/logger/events/event.html b/_modules/whylogs/api/logger/events/event.html
index 4d5e441c31..023c84c5c2 100644
--- a/_modules/whylogs/api/logger/events/event.html
+++ b/_modules/whylogs/api/logger/events/event.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger/experimental/logger/actor/actor.html b/_modules/whylogs/api/logger/experimental/logger/actor/actor.html
index 6fbe972cb6..be794c7ad0 100644
--- a/_modules/whylogs/api/logger/experimental/logger/actor/actor.html
+++ b/_modules/whylogs/api/logger/experimental/logger/actor/actor.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger/experimental/logger/actor/data_logger.html b/_modules/whylogs/api/logger/experimental/logger/actor/data_logger.html
index ee7d8d20c8..ae50bc8d75 100644
--- a/_modules/whylogs/api/logger/experimental/logger/actor/data_logger.html
+++ b/_modules/whylogs/api/logger/experimental/logger/actor/data_logger.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger/experimental/logger/actor/future_util.html b/_modules/whylogs/api/logger/experimental/logger/actor/future_util.html
index 0aa9c07f88..b7095a5aec 100644
--- a/_modules/whylogs/api/logger/experimental/logger/actor/future_util.html
+++ b/_modules/whylogs/api/logger/experimental/logger/actor/future_util.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger/experimental/logger/actor/list_util.html b/_modules/whylogs/api/logger/experimental/logger/actor/list_util.html
index f8601f9621..d22846f0ac 100644
--- a/_modules/whylogs/api/logger/experimental/logger/actor/list_util.html
+++ b/_modules/whylogs/api/logger/experimental/logger/actor/list_util.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/logger/experimental/logger/actor/mp_queue_wrapper.html b/_modules/whylogs/api/logger/experimental/logger/actor/mp_queue_wrapper.html
index c27ad4094a..251002c83a 100644
--- a/_modules/whylogs/api/logger/experimental/logger/actor/mp_queue_wrapper.html
+++ b/_modules/whylogs/api/logger/experimental/logger/actor/mp_queue_wrapper.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
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index dd17ac1e48..3ce46c5970 100644
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index fe25c79dea..795dc5c3b2 100644
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index ede172ba03..3c840534d5 100644
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diff --git a/_modules/whylogs/api/logger/transient.html b/_modules/whylogs/api/logger/transient.html
index c730aeed4d..511bc16c0e 100644
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diff --git a/_modules/whylogs/api/pyspark/experimental/profiler.html b/_modules/whylogs/api/pyspark/experimental/profiler.html
index 8912e34819..52dd45c0f4 100644
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@@ -449,7 +448,6 @@ <h1>Source code for whylogs.api.pyspark.experimental.profiler</h1><div class="hi
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span>
 
 <span class="kn">import</span> <span class="nn">whylogs</span> <span class="k">as</span> <span class="nn">why</span>
-<span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 <span class="kn">from</span> <span class="nn">whylogs.core</span> <span class="kn">import</span> <span class="n">DatasetSchema</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.metrics.metrics</span> <span class="kn">import</span> <span class="n">conf</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.stubs</span> <span class="kn">import</span> <span class="n">pd</span>
@@ -457,7 +455,6 @@ <h1>Source code for whylogs.api.pyspark.experimental.profiler</h1><div class="hi
 <span class="kn">from</span> <span class="nn">whylogs.core.view.dataset_profile_view</span> <span class="kn">import</span> <span class="n">DatasetProfileView</span>
 
 <span class="n">logger</span> <span class="o">=</span> <span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
-<span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;pyspark&quot;</span><span class="p">)</span>
 
 <span class="k">try</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
     <span class="kn">from</span> <span class="nn">pyspark.ml.functions</span> <span class="kn">import</span> <span class="n">vector_to_array</span>
diff --git a/_modules/whylogs/api/pyspark/experimental/segmented_profiler.html b/_modules/whylogs/api/pyspark/experimental/segmented_profiler.html
index 21f9104e56..c908424a9d 100644
--- a/_modules/whylogs/api/pyspark/experimental/segmented_profiler.html
+++ b/_modules/whylogs/api/pyspark/experimental/segmented_profiler.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -453,7 +452,6 @@ <h1>Source code for whylogs.api.pyspark.experimental.segmented_profiler</h1><div
 <span class="kn">import</span> <span class="nn">whylogs</span> <span class="k">as</span> <span class="nn">why</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.logger.result_set</span> <span class="kn">import</span> <span class="n">ResultSet</span><span class="p">,</span> <span class="n">SegmentedResultSet</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.pyspark.experimental.profiler</span> <span class="kn">import</span> <span class="n">COL_NAME_FIELD</span><span class="p">,</span> <span class="n">COL_PROFILE_FIELD</span>
-<span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 <span class="kn">from</span> <span class="nn">whylogs.core</span> <span class="kn">import</span> <span class="n">DatasetSchema</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.segment</span> <span class="kn">import</span> <span class="n">Segment</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.segmentation_partition</span> <span class="kn">import</span> <span class="n">SegmentationPartition</span>
@@ -462,7 +460,6 @@ <h1>Source code for whylogs.api.pyspark.experimental.segmented_profiler</h1><div
 <span class="kn">from</span> <span class="nn">whylogs.core.view.dataset_profile_view</span> <span class="kn">import</span> <span class="n">DatasetProfileView</span>
 
 <span class="n">logger</span> <span class="o">=</span> <span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
-<span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;pyspark&quot;</span><span class="p">)</span>
 
 <span class="k">try</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
     <span class="kn">from</span> <span class="nn">pyspark.ml.functions</span> <span class="kn">import</span> <span class="n">vector_to_array</span>
diff --git a/_modules/whylogs/api/reader.html b/_modules/whylogs/api/reader.html
index 4c1dbf7e47..dc91834b65 100644
--- a/_modules/whylogs/api/reader.html
+++ b/_modules/whylogs/api/reader.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/reader/local.html b/_modules/whylogs/api/reader/local.html
index 892821a8ed..aa62136e8b 100644
--- a/_modules/whylogs/api/reader/local.html
+++ b/_modules/whylogs/api/reader/local.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/reader/reader.html b/_modules/whylogs/api/reader/reader.html
index 08e26c6291..84721c98c5 100644
--- a/_modules/whylogs/api/reader/reader.html
+++ b/_modules/whylogs/api/reader/reader.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/reader/s3.html b/_modules/whylogs/api/reader/s3.html
index 1e8fa0001c..1a02e2b1e5 100644
--- a/_modules/whylogs/api/reader/s3.html
+++ b/_modules/whylogs/api/reader/s3.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/store/local_store.html b/_modules/whylogs/api/store/local_store.html
index 588833b97b..1d5adfcb2b 100644
--- a/_modules/whylogs/api/store/local_store.html
+++ b/_modules/whylogs/api/store/local_store.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/store/profile_store.html b/_modules/whylogs/api/store/profile_store.html
index 87a36c3a94..7345aec620 100644
--- a/_modules/whylogs/api/store/profile_store.html
+++ b/_modules/whylogs/api/store/profile_store.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/store/query.html b/_modules/whylogs/api/store/query.html
index 9154efd985..32747c1b2f 100644
--- a/_modules/whylogs/api/store/query.html
+++ b/_modules/whylogs/api/store/query.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/store/sqlite_store.html b/_modules/whylogs/api/store/sqlite_store.html
index adb1314be0..6a946f9c81 100644
--- a/_modules/whylogs/api/store/sqlite_store.html
+++ b/_modules/whylogs/api/store/sqlite_store.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/usage_stats.html b/_modules/whylogs/api/usage_stats.html
deleted file mode 100644
index a8c047f343..0000000000
--- a/_modules/whylogs/api/usage_stats.html
+++ /dev/null
@@ -1,733 +0,0 @@
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-<html class="no-js">
-  <head><meta charset="utf-8"/>
-    <meta name="viewport" content="width=device-width,initial-scale=1"/>
-    <meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="../../../genindex.html" /><link rel="search" title="Search" href="../../../search.html" />
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-    <meta name="generator" content="sphinx-4.3.2, furo 2022.09.29"/>
-        <title>whylogs.api.usage_stats - whylogs v1.6.4</title>
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-        <article role="main">
-          <h1>Source code for whylogs.api.usage_stats</h1><div class="highlight"><pre>
-<span></span><span class="kn">import</span> <span class="nn">atexit</span>
-<span class="kn">import</span> <span class="nn">hashlib</span>
-<span class="kn">import</span> <span class="nn">http.client</span>
-<span class="kn">import</span> <span class="nn">json</span>
-<span class="kn">import</span> <span class="nn">logging</span>
-<span class="kn">import</span> <span class="nn">os</span>
-<span class="kn">import</span> <span class="nn">site</span>
-<span class="kn">import</span> <span class="nn">socket</span>
-<span class="kn">import</span> <span class="nn">sys</span>
-<span class="kn">import</span> <span class="nn">uuid</span>
-<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
-<span class="kn">from</span> <span class="nn">threading</span> <span class="kn">import</span> <span class="n">Thread</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span>
-<span class="kn">from</span> <span class="nn">urllib</span> <span class="kn">import</span> <span class="n">request</span>
-
-<span class="kn">import</span> <span class="nn">whylogs</span>
-
-<span class="n">_TELEMETRY_ENDPOINT</span> <span class="o">=</span> <span class="s2">&quot;https://stats.whylogs.com/&quot;</span>
-<span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">&quot;TELEMETRY_DEV&quot;</span><span class="p">):</span>
-    <span class="n">_TELEMETRY_ENDPOINT</span> <span class="o">=</span> <span class="s2">&quot;https://staging-stats.whylogs.com&quot;</span>
-<span class="n">_TIMESTAMP_FORMAT</span> <span class="o">=</span> <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2">T%H:%M:%S.</span><span class="si">%f</span><span class="s2">Z&quot;</span>
-<span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
-
-<span class="n">ANALYTICS_OPT_OUT</span> <span class="o">=</span> <span class="s2">&quot;WHYLOGS_NO_ANALYTICS&quot;</span>
-
-<span class="c1"># Flag to disable it internally</span>
-<span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">False</span>
-<span class="n">_TRACKED_EVENTS</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">bool</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
-<span class="n">_SITE_PACKAGES</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
-
-<span class="k">try</span><span class="p">:</span>
-    <span class="c1"># fix for virtualenv lack of definition for getsitepackages</span>
-    <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">site</span><span class="p">,</span> <span class="s2">&quot;getsitepackages&quot;</span><span class="p">):</span>
-        <span class="n">_SITE_PACKAGES</span> <span class="o">=</span> <span class="n">site</span><span class="o">.</span><span class="n">getsitepackages</span><span class="p">()</span>
-    <span class="k">else</span><span class="p">:</span>
-        <span class="kn">from</span> <span class="nn">distutils.sysconfig</span> <span class="kn">import</span> <span class="n">get_python_lib</span>
-
-        <span class="n">_SITE_PACKAGES</span> <span class="o">=</span> <span class="p">[</span><span class="n">get_python_lib</span><span class="p">()]</span>
-<span class="k">except</span><span class="p">:</span>  <span class="c1"># noqa</span>
-    <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Encountered exception when checking site packages&quot;</span><span class="p">)</span>
-
-<span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="n">ANALYTICS_OPT_OUT</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Opted out of usage statistics. Skipping.&quot;</span><span class="p">)</span>
-    <span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">True</span>
-
-<span class="k">try</span><span class="p">:</span>
-    <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="s2">&quot;~/.whylogs/disable_telemetry&quot;</span><span class="p">)):</span>
-        <span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">True</span>
-<span class="k">except</span><span class="p">:</span>  <span class="c1"># noqa</span>
-    <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Encounter exception when checking file system. Disable telemetry by default&quot;</span><span class="p">)</span>
-    <span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">True</span>
-
-
-<div class="viewcode-block" id="emit_usage"><a class="viewcode-back" href="../../../api/whylogs/core/validators/index.html#whylogs.api.logger.emit_usage">[docs]</a><span class="k">def</span> <span class="nf">emit_usage</span><span class="p">(</span><span class="n">event</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="k">global</span> <span class="n">_TELEMETRY_DISABLED</span>
-    <span class="k">global</span> <span class="n">_TRACKED_EVENTS</span>
-    <span class="k">if</span> <span class="n">_TELEMETRY_DISABLED</span><span class="p">:</span>
-        <span class="k">return</span>
-    <span class="k">if</span> <span class="n">_TRACKED_EVENTS</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">event</span><span class="p">):</span>
-        <span class="k">return</span>
-    <span class="n">_TRACKED_EVENTS</span><span class="p">[</span><span class="n">event</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
-
-    <span class="n">t</span> <span class="o">=</span> <span class="n">Thread</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="n">_do_emit_usage</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="p">(</span><span class="n">event</span><span class="p">,))</span>
-    <span class="n">t</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
-
-    <span class="n">atexit</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">t</span><span class="o">.</span><span class="n">join</span><span class="p">)</span></div>
-
-
-<span class="n">_metadata</span> <span class="o">=</span> <span class="kc">None</span>
-<span class="n">_identity</span> <span class="o">=</span> <span class="kc">None</span>
-
-
-<span class="k">def</span> <span class="nf">_do_emit_usage</span><span class="p">(</span><span class="n">event</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="k">global</span> <span class="n">_TELEMETRY_DISABLED</span>
-    <span class="k">if</span> <span class="n">_TELEMETRY_DISABLED</span><span class="p">:</span>
-        <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Opted out of usage statistics. Skipping.&quot;</span><span class="p">)</span>
-        <span class="k">return</span>
-
-    <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Telemetry opted in. Emitting usage statistics&quot;</span><span class="p">)</span>
-
-    <span class="k">global</span> <span class="n">_identity</span>
-    <span class="k">global</span> <span class="n">_metadata</span>
-    <span class="k">if</span> <span class="n">_identity</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="n">_identity</span> <span class="o">=</span> <span class="n">_calc_identity</span><span class="p">()</span>
-    <span class="k">if</span> <span class="n">_metadata</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="n">_metadata</span> <span class="o">=</span> <span class="n">_build_metadata</span><span class="p">()</span>
-
-    <span class="n">_send_stats_event</span><span class="p">(</span><span class="n">event</span><span class="p">,</span> <span class="n">_identity</span><span class="p">,</span> <span class="n">_metadata</span><span class="p">)</span>
-
-
-<span class="k">def</span> <span class="nf">_calc_identity</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
-    <span class="k">try</span><span class="p">:</span>
-        <span class="n">hashed_computer_name</span> <span class="o">=</span> <span class="n">hashlib</span><span class="o">.</span><span class="n">sha512</span><span class="p">(</span><span class="nb">bytes</span><span class="p">(</span><span class="n">socket</span><span class="o">.</span><span class="n">gethostname</span><span class="p">(),</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">&quot;utf8&quot;</span><span class="p">))</span>
-        <span class="k">return</span> <span class="n">hashed_computer_name</span><span class="o">.</span><span class="n">hexdigest</span><span class="p">()</span>
-    <span class="k">except</span> <span class="n">socket</span><span class="o">.</span><span class="n">timeout</span> <span class="k">as</span> <span class="n">exc</span><span class="p">:</span>
-        <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span>
-            <span class="s2">&quot;Socket timeout when trying to get the computer name. Exception: </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span>
-            <span class="n">exc</span><span class="p">,</span>
-        <span class="p">)</span>
-        <span class="k">return</span> <span class="n">uuid</span><span class="o">.</span><span class="n">uuid4</span><span class="p">()</span><span class="o">.</span><span class="n">hex</span>
-
-
-<span class="k">def</span> <span class="nf">_build_metadata</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
-<span class="w">    </span><span class="sd">&quot;&quot;&quot;Hash system and project data to send to our stats endpoint.&quot;&quot;&quot;</span>
-
-    <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">whylogs</span><span class="p">,</span> <span class="s2">&quot;__version__&quot;</span><span class="p">):</span>
-        <span class="n">project_version</span> <span class="o">=</span> <span class="n">whylogs</span><span class="o">.</span><span class="n">__version__</span>
-    <span class="k">else</span><span class="p">:</span>
-        <span class="kn">import</span> <span class="nn">whylogs</span> <span class="k">as</span> <span class="nn">why</span>
-
-        <span class="n">project_version</span> <span class="o">=</span> <span class="n">why</span><span class="o">.</span><span class="n">package_version</span><span class="p">()</span>
-    <span class="p">(</span><span class="n">major</span><span class="p">,</span> <span class="n">minor</span><span class="p">,</span> <span class="n">macro</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">)</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">version_info</span>
-
-    <span class="n">metadata</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;project_version&quot;</span><span class="p">:</span> <span class="n">project_version</span><span class="p">,</span>
-        <span class="s2">&quot;python_version&quot;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">major</span><span class="si">}</span><span class="s2">.</span><span class="si">{</span><span class="n">minor</span><span class="si">}</span><span class="s2">.</span><span class="si">{</span><span class="n">macro</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;python_version_full&quot;</span><span class="p">:</span> <span class="n">sys</span><span class="o">.</span><span class="n">version</span><span class="p">,</span>
-        <span class="s2">&quot;terminal&quot;</span><span class="p">:</span> <span class="n">_get_terminal_mode</span><span class="p">(),</span>
-        <span class="s2">&quot;os&quot;</span><span class="p">:</span> <span class="n">sys</span><span class="o">.</span><span class="n">platform</span><span class="p">,</span>
-        <span class="s2">&quot;conda&quot;</span><span class="p">:</span> <span class="p">(</span><span class="s2">&quot;CONDA_DEFAULT_ENV&quot;</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">),</span>
-        <span class="s2">&quot;venv&quot;</span><span class="p">:</span> <span class="p">(</span><span class="s2">&quot;VIRTUAL_ENV&quot;</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">),</span>
-        <span class="s2">&quot;environment&quot;</span><span class="p">:</span> <span class="n">_get_environment</span><span class="p">(),</span>
-    <span class="p">}</span>
-
-    <span class="c1"># track various integrations</span>
-    <span class="n">integrations</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;numpy&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;numpy&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;pandas&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;pandas&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;mlflow&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;mlflow&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;dask&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;dask&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;ray&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;ray&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;airflow&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;airflow&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;pyspark&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;pyspark&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;flyte&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;flyte&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;kafka&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;kafka&quot;</span><span class="p">),</span>
-        <span class="s2">&quot;langkit&quot;</span><span class="p">:</span> <span class="n">_has_lib</span><span class="p">(</span><span class="s2">&quot;langkit&quot;</span><span class="p">),</span>
-    <span class="p">}</span>
-    <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">integrations</span><span class="o">.</span><span class="n">keys</span><span class="p">()):</span>
-        <span class="k">if</span> <span class="n">integrations</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">k</span><span class="p">)</span> <span class="ow">is</span> <span class="kc">False</span><span class="p">:</span>
-            <span class="n">integrations</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">k</span><span class="p">)</span>
-
-    <span class="c1"># add integration metadata</span>
-    <span class="n">metadata</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">integrations</span><span class="p">)</span>
-    <span class="k">return</span> <span class="n">metadata</span>
-
-
-<span class="k">def</span> <span class="nf">_send_stats_event</span><span class="p">(</span><span class="n">event_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">identity</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-    <span class="n">data</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;identity&quot;</span><span class="p">:</span> <span class="n">identity</span><span class="p">,</span>
-        <span class="s2">&quot;event&quot;</span><span class="p">:</span> <span class="n">event_name</span><span class="p">,</span>
-        <span class="s2">&quot;timestamp&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">utcnow</span><span class="p">()</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">_TIMESTAMP_FORMAT</span><span class="p">),</span>
-        <span class="s2">&quot;properties&quot;</span><span class="p">:</span> <span class="n">properties</span> <span class="ow">or</span> <span class="p">{},</span>
-    <span class="p">}</span>
-    <span class="k">global</span> <span class="n">_TELEMETRY_DISABLED</span>
-    <span class="n">json_data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">dumps</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">()</span>
-    <span class="n">req</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">Request</span><span class="p">(</span><span class="n">_TELEMETRY_ENDPOINT</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">json_data</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="s2">&quot;POST&quot;</span><span class="p">)</span>
-    <span class="n">req</span><span class="o">.</span><span class="n">add_header</span><span class="p">(</span><span class="s2">&quot;Content-Type&quot;</span><span class="p">,</span> <span class="s2">&quot;application/json&quot;</span><span class="p">)</span>
-
-    <span class="n">resp</span><span class="p">:</span> <span class="n">http</span><span class="o">.</span><span class="n">client</span><span class="o">.</span><span class="n">HTTPResponse</span> <span class="o">=</span> <span class="kc">None</span>  <span class="c1"># type: ignore</span>
-    <span class="k">try</span><span class="p">:</span>
-        <span class="n">resp</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">req</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
-        <span class="k">if</span> <span class="n">resp</span><span class="o">.</span><span class="n">status</span> <span class="o">!=</span> <span class="mi">200</span><span class="p">:</span>
-            <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Unable to send usage stats. Disabling whylogs api usage collection.&quot;</span><span class="p">)</span>
-            <span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">True</span>
-        <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Response: </span><span class="si">%s</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">resp</span><span class="o">.</span><span class="n">read</span><span class="p">())</span>
-    <span class="k">except</span><span class="p">:</span>  <span class="c1"># noqa</span>
-        <span class="n">logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">&quot;Connection error. Skip whylogs api usage collection.&quot;</span><span class="p">)</span>
-        <span class="n">_TELEMETRY_DISABLED</span> <span class="o">=</span> <span class="kc">True</span>
-
-    <span class="k">finally</span><span class="p">:</span>
-        <span class="k">if</span> <span class="n">resp</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="n">resp</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
-
-
-<span class="k">def</span> <span class="nf">_get_terminal_mode</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
-    <span class="k">try</span><span class="p">:</span>
-        <span class="kn">from</span> <span class="nn">IPython.core.getipython</span> <span class="kn">import</span> <span class="n">get_ipython</span>  <span class="c1"># type: ignore</span>
-
-        <span class="n">ipython</span> <span class="o">=</span> <span class="n">get_ipython</span><span class="p">()</span>
-        <span class="k">if</span> <span class="n">ipython</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="k">return</span> <span class="n">ipython</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span>
-    <span class="k">except</span><span class="p">:</span>  <span class="c1"># noqa</span>
-        <span class="k">pass</span>
-
-    <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">sys</span><span class="p">,</span> <span class="s2">&quot;ps1&quot;</span><span class="p">):</span>
-        <span class="k">return</span> <span class="s2">&quot;shell&quot;</span>
-    <span class="k">else</span><span class="p">:</span>
-        <span class="k">return</span> <span class="s2">&quot;headless&quot;</span>
-
-
-<span class="k">def</span> <span class="nf">_get_environment</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
-    <span class="n">environments_dict</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;GITHUB_ACTION&quot;</span><span class="p">:</span> <span class="s2">&quot;github_action&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;GITLAB_CI&quot;</span><span class="p">:</span> <span class="s2">&quot;gitlab_ci&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;BINDER_PORT&quot;</span><span class="p">:</span> <span class="s2">&quot;binder&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;PYCHARM_HOSTED&quot;</span><span class="p">:</span> <span class="s2">&quot;pycharm&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;SM_CURRENT_HOST&quot;</span><span class="p">:</span> <span class="s2">&quot;sagemaker&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;DATABRICKS_RUNTIME_VERSION&quot;</span><span class="p">:</span> <span class="s2">&quot;databricks&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;COLAB_GPU&quot;</span><span class="p">:</span> <span class="s2">&quot;colab&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;KAGGLE_KERNEL_RUN_TYPE&quot;</span><span class="p">:</span> <span class="s2">&quot;kaggle&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;DEEPNOTE_PROJECT_ID&quot;</span><span class="p">:</span> <span class="s2">&quot;deepnote&quot;</span><span class="p">,</span>
-    <span class="p">}</span>
-
-    <span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">environments_dict</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
-        <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">:</span>
-            <span class="k">return</span> <span class="n">value</span>
-    <span class="k">return</span> <span class="s2">&quot;unknown&quot;</span>
-
-
-<span class="k">def</span> <span class="nf">_has_lib</span><span class="p">(</span><span class="n">lib_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
-    <span class="k">try</span><span class="p">:</span>
-        <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">_SITE_PACKAGES</span><span class="p">:</span>
-            <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">p</span><span class="p">,</span> <span class="n">lib_name</span><span class="p">)):</span>
-                <span class="k">return</span> <span class="kc">True</span>
-    <span class="k">except</span><span class="p">:</span>  <span class="c1"># noqa</span>
-        <span class="k">pass</span>
-
-    <span class="k">return</span> <span class="kc">False</span>
-</pre></div>
-        </article>
-      </div>
-      <footer>
-        
-        <div class="related-pages">
-          
-          
-        </div>
-        <div class="bottom-of-page">
-          <div class="left-details">
-            <div class="copyright">
-                Copyright &#169; 2022, whylogs developers
-            </div>
-            Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
-            
-            <a href="https://github.com/pradyunsg/furo">Furo</a>
-            
-          </div>
-          <div class="right-details">
-            <div class="icons">
-              <a class="muted-link " href="https://bit.ly/whylogs-slack" aria-label="Slack">
-            <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 512 512"><path d="M213.6
-            236.216l64.003-21.438 20.708 61.823-64.004
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-            13.2-2.7 27.4-15.8 31.7z"></path></svg>
-            </a>
-              <a class="muted-link " href="https://github.com/whylabs/whylogs" aria-label="GitHub">
-                <svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 16 16">
-                    <path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38
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-                </svg>
-            </a>
-              
-            </div>
-          </div>
-        </div>
-        
-      </footer>
-    </div>
-    <aside class="toc-drawer no-toc">
-      
-      
-      
-    </aside>
-  </div>
-</div><script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
-    <script src="../../../_static/jquery.js"></script>
-    <script src="../../../_static/underscore.js"></script>
-    <script src="../../../_static/doctools.js"></script>
-    <script src="../../../_static/scripts/furo.js"></script>
-    <script src="../../../_static/tabs.js"></script>
-    <script src="../../../_static/clipboard.min.js"></script>
-    <script src="../../../_static/copybutton.js"></script>
-    <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
-    </body>
-</html>
\ No newline at end of file
diff --git a/_modules/whylogs/api/whylabs/session/config.html b/_modules/whylogs/api/whylabs/session/config.html
index 3be59c6019..54a33a0387 100644
--- a/_modules/whylogs/api/whylabs/session/config.html
+++ b/_modules/whylogs/api/whylabs/session/config.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/lazy.html b/_modules/whylogs/api/whylabs/session/lazy.html
index a7ae75494a..d1325b0eb8 100644
--- a/_modules/whylogs/api/whylabs/session/lazy.html
+++ b/_modules/whylogs/api/whylabs/session/lazy.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/notebook_check.html b/_modules/whylogs/api/whylabs/session/notebook_check.html
index 171debecda..fa7b9fd6a1 100644
--- a/_modules/whylogs/api/whylabs/session/notebook_check.html
+++ b/_modules/whylogs/api/whylabs/session/notebook_check.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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diff --git a/_modules/whylogs/api/whylabs/session/notebook_logger.html b/_modules/whylogs/api/whylabs/session/notebook_logger.html
index 6ba751ff28..45170793d5 100644
--- a/_modules/whylogs/api/whylabs/session/notebook_logger.html
+++ b/_modules/whylogs/api/whylabs/session/notebook_logger.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/prompts.html b/_modules/whylogs/api/whylabs/session/prompts.html
index ece83f2cb5..4b7adc42e1 100644
--- a/_modules/whylogs/api/whylabs/session/prompts.html
+++ b/_modules/whylogs/api/whylabs/session/prompts.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/session.html b/_modules/whylogs/api/whylabs/session/session.html
index 9549e0aebf..8ea3cb6846 100644
--- a/_modules/whylogs/api/whylabs/session/session.html
+++ b/_modules/whylogs/api/whylabs/session/session.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -522,14 +521,12 @@ <h1>Source code for whylogs.api.whylabs.session.session</h1><div class="highligh
 <span class="sd">        If neither exist then this will attempt to create a new session and store the id in the config,</span>
 <span class="sd">        which does require a successful service call to whylabs.</span>
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
 
         <span class="c1"># Using lazy initialization to work around circular dependency issues</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_whylabs_session_api</span> <span class="o">=</span> <span class="n">Lazy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">__create_session_api</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_user_guid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_or_create_user_guid</span><span class="p">()</span>
-        <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;guest_session&quot;</span><span class="p">)</span>
 
     <span class="k">def</span> <span class="nf">__create_session_api</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">SessionsApi</span><span class="p">:</span>
         <span class="kn">from</span> <span class="nn">whylogs.api.whylabs.session.whylabs_client_cache</span> <span class="kn">import</span> <span class="n">ClientCacheConfig</span>
@@ -700,15 +697,12 @@ <h1>Source code for whylogs.api.whylabs.session.session</h1><div class="highligh
 
 <div class="viewcode-block" id="ApiKeySession"><a class="viewcode-back" href="../../../../../api/whylogs/api/whylabs/session/session/index.html#whylogs.api.whylabs.session.session.ApiKeySession">[docs]</a><span class="k">class</span> <span class="nc">ApiKeySession</span><span class="p">(</span><span class="n">Session</span><span class="p">):</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">config</span><span class="p">:</span> <span class="n">SessionConfig</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
-
         <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">api_key</span> <span class="o">=</span> <span class="n">config</span><span class="o">.</span><span class="n">get_api_key</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">org_id</span> <span class="o">=</span> <span class="n">config</span><span class="o">.</span><span class="n">get_org_id</span><span class="p">()</span>
 
         <span class="c1"># Using lazy initialization to work around circular dependency issues</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_whylabs_log_api</span> <span class="o">=</span> <span class="n">Lazy</span><span class="p">(</span><span class="n">partial</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">__create_log_api</span><span class="p">,</span> <span class="n">config</span><span class="p">))</span>
-        <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;api_key_session&quot;</span><span class="p">)</span>
 
     <span class="k">def</span> <span class="nf">__create_log_api</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">config</span><span class="p">:</span> <span class="n">SessionConfig</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">LogApi</span><span class="p">:</span>
         <span class="kn">from</span> <span class="nn">whylogs.api.whylabs.session.whylabs_client_cache</span> <span class="kn">import</span> <span class="n">ClientCacheConfig</span>
diff --git a/_modules/whylogs/api/whylabs/session/session_manager.html b/_modules/whylogs/api/whylabs/session/session_manager.html
index 6f7c639694..c486ed2305 100644
--- a/_modules/whylogs/api/whylabs/session/session_manager.html
+++ b/_modules/whylogs/api/whylabs/session/session_manager.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/session_types.html b/_modules/whylogs/api/whylabs/session/session_types.html
index ca08652b11..95b8e5e387 100644
--- a/_modules/whylogs/api/whylabs/session/session_types.html
+++ b/_modules/whylogs/api/whylabs/session/session_types.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/whylabs/session/whylabs_client_cache.html b/_modules/whylogs/api/whylabs/session/whylabs_client_cache.html
index 83bba4da8d..79409e420b 100644
--- a/_modules/whylogs/api/whylabs/session/whylabs_client_cache.html
+++ b/_modules/whylogs/api/whylabs/session/whylabs_client_cache.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -467,10 +466,6 @@ <h1>Source code for whylogs.api.whylabs.session.whylabs_client_cache</h1><div cl
     <span class="k">def</span> <span class="nf">_validate_api_key</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">api_key</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
         <span class="k">if</span> <span class="n">api_key</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
             <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Missing API key. Set it via WHYLABS_API_KEY environment variable or as an api_key option&quot;</span><span class="p">)</span>
-        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">api_key</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mi">12</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;API key too short&quot;</span><span class="p">)</span>
-        <span class="k">if</span> <span class="n">api_key</span><span class="p">[</span><span class="mi">10</span><span class="p">]</span> <span class="o">!=</span> <span class="s2">&quot;.&quot;</span><span class="p">:</span>
-            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid format. Expecting a dot at an index 10&quot;</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">api_key</span><span class="p">[:</span><span class="mi">10</span><span class="p">]</span></div>
 
 
diff --git a/_modules/whylogs/api/writer/local.html b/_modules/whylogs/api/writer/local.html
index b91833a881..2eaa314a09 100644
--- a/_modules/whylogs/api/writer/local.html
+++ b/_modules/whylogs/api/writer/local.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/s3.html b/_modules/whylogs/api/writer/s3.html
index ff86319780..45ee493e37 100644
--- a/_modules/whylogs/api/writer/s3.html
+++ b/_modules/whylogs/api/writer/s3.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -451,7 +450,6 @@ <h1>Source code for whylogs.api.writer.s3</h1><div class="highlight"><pre>
 <span class="kn">from</span> <span class="nn">botocore.client</span> <span class="kn">import</span> <span class="n">BaseClient</span>
 <span class="kn">from</span> <span class="nn">botocore.exceptions</span> <span class="kn">import</span> <span class="n">ClientError</span>
 
-<span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.writer</span> <span class="kn">import</span> <span class="n">Writer</span>
 <span class="kn">from</span> <span class="nn">whylogs.api.writer.writer</span> <span class="kn">import</span> <span class="n">_Writable</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.utils</span> <span class="kn">import</span> <span class="n">deprecated_alias</span>
@@ -508,7 +506,6 @@ <h1>Source code for whylogs.api.writer.s3</h1><div class="highlight"><pre>
         <span class="bp">self</span><span class="o">.</span><span class="n">base_prefix</span> <span class="o">=</span> <span class="n">base_prefix</span> <span class="ow">or</span> <span class="s2">&quot;profile&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">bucket_name</span> <span class="o">=</span> <span class="n">bucket_name</span> <span class="ow">or</span> <span class="s2">&quot;&quot;</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">object_name</span> <span class="o">=</span> <span class="n">object_name</span> <span class="ow">or</span> <span class="kc">None</span>
-        <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;s3_writer&quot;</span><span class="p">)</span>
 
 <div class="viewcode-block" id="S3Writer.write"><a class="viewcode-back" href="../../../../api/whylogs/api/writer/s3/index.html#whylogs.api.writer.s3.S3Writer.write">[docs]</a>    <span class="nd">@deprecated_alias</span><span class="p">(</span><span class="n">profile</span><span class="o">=</span><span class="s2">&quot;file&quot;</span><span class="p">)</span>
     <span class="k">def</span> <span class="nf">write</span><span class="p">(</span>
diff --git a/_modules/whylogs/api/writer/whylabs.html b/_modules/whylogs/api/writer/whylabs.html
index 7dc7941ae8..e58add55ad 100644
--- a/_modules/whylogs/api/writer/whylabs.html
+++ b/_modules/whylogs/api/writer/whylabs.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/whylabs_base.html b/_modules/whylogs/api/writer/whylabs_base.html
index 64beb66a0b..dce808561a 100644
--- a/_modules/whylogs/api/writer/whylabs_base.html
+++ b/_modules/whylogs/api/writer/whylabs_base.html
@@ -252,7 +252,6 @@
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/whylabs_batch_writer.html b/_modules/whylogs/api/writer/whylabs_batch_writer.html
index 7ad4ec0235..02931d1948 100644
--- a/_modules/whylogs/api/writer/whylabs_batch_writer.html
+++ b/_modules/whylogs/api/writer/whylabs_batch_writer.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/whylabs_client.html b/_modules/whylogs/api/writer/whylabs_client.html
index 7dd6e36553..6d79a94788 100644
--- a/_modules/whylogs/api/writer/whylabs_client.html
+++ b/_modules/whylogs/api/writer/whylabs_client.html
@@ -252,7 +252,6 @@
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -545,7 +544,9 @@ <h1>Source code for whylogs.api.writer.whylabs_client</h1><div class="highlight"
 
 
 <span class="k">def</span> <span class="nf">_giveup</span><span class="p">(</span><span class="n">e</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
-    <span class="k">return</span> <span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">status</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">_RETRY_CODES</span><span class="p">,)</span>  <span class="c1"># type: ignore</span>
+    <span class="n">result</span> <span class="o">=</span> <span class="n">e</span><span class="o">.</span><span class="n">status</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">_RETRY_CODES</span>
+    <span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;whylabs client communication error: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">, giveup: </span><span class="si">{</span><span class="n">result</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">result</span>
 
 
 <span class="k">def</span> <span class="nf">_get_column_names</span><span class="p">(</span><span class="n">x</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="n">DatasetProfile</span><span class="p">,</span> <span class="n">DatasetProfileView</span><span class="p">,</span> <span class="n">SegmentedDatasetProfileView</span><span class="p">,</span> <span class="n">ResultSet</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
diff --git a/_modules/whylogs/api/writer/whylabs_estimation_result_writer.html b/_modules/whylogs/api/writer/whylabs_estimation_result_writer.html
index f403c1c37f..189289f09d 100644
--- a/_modules/whylogs/api/writer/whylabs_estimation_result_writer.html
+++ b/_modules/whylogs/api/writer/whylabs_estimation_result_writer.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/whylabs_reference_writer.html b/_modules/whylogs/api/writer/whylabs_reference_writer.html
index 377b3cb5a5..2a4bb87262 100644
--- a/_modules/whylogs/api/writer/whylabs_reference_writer.html
+++ b/_modules/whylogs/api/writer/whylabs_reference_writer.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/whylabs_transaction_writer.html b/_modules/whylogs/api/writer/whylabs_transaction_writer.html
index 6fdab87429..980e864f9f 100644
--- a/_modules/whylogs/api/writer/whylabs_transaction_writer.html
+++ b/_modules/whylogs/api/writer/whylabs_transaction_writer.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/api/writer/writer.html b/_modules/whylogs/api/writer/writer.html
index d9dabfb0a4..8d9fd3234f 100644
--- a/_modules/whylogs/api/writer/writer.html
+++ b/_modules/whylogs/api/writer/writer.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/context/environ.html b/_modules/whylogs/context/environ.html
index 1467c2e633..481f63b982 100644
--- a/_modules/whylogs/context/environ.html
+++ b/_modules/whylogs/context/environ.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/context/version.html b/_modules/whylogs/context/version.html
index 5b1e373a0e..48d3ec49b9 100644
--- a/_modules/whylogs/context/version.html
+++ b/_modules/whylogs/context/version.html
@@ -252,7 +252,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/column_profile.html b/_modules/whylogs/core/column_profile.html
index f2a43e7047..9b186ebc8c 100644
--- a/_modules/whylogs/core/column_profile.html
+++ b/_modules/whylogs/core/column_profile.html
@@ -252,7 +252,6 @@
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/configs.html b/_modules/whylogs/core/configs.html
index 2337882a9e..3e81eaba90 100644
--- a/_modules/whylogs/core/configs.html
+++ b/_modules/whylogs/core/configs.html
@@ -252,7 +252,6 @@
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/constraints/factories/cardinality_metrics.html b/_modules/whylogs/core/constraints/factories/cardinality_metrics.html
index 32a14bdedc..6d75914a3f 100644
--- a/_modules/whylogs/core/constraints/factories/cardinality_metrics.html
+++ b/_modules/whylogs/core/constraints/factories/cardinality_metrics.html
@@ -252,7 +252,6 @@
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 </li>
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index d1496aa308..8ac8fb8707 100644
--- a/_modules/whylogs/core/model_performance_metrics/model_performance_metrics.html
+++ b/_modules/whylogs/core/model_performance_metrics/model_performance_metrics.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/model_performance_metrics/regression_metrics.html b/_modules/whylogs/core/model_performance_metrics/regression_metrics.html
index d892bfa419..10d456a80a 100644
--- a/_modules/whylogs/core/model_performance_metrics/regression_metrics.html
+++ b/_modules/whylogs/core/model_performance_metrics/regression_metrics.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/predicate_parser.html b/_modules/whylogs/core/predicate_parser.html
index b3ca794aba..16d2ddff7d 100644
--- a/_modules/whylogs/core/predicate_parser.html
+++ b/_modules/whylogs/core/predicate_parser.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/preprocessing.html b/_modules/whylogs/core/preprocessing.html
index 40a7468557..d209bc3896 100644
--- a/_modules/whylogs/core/preprocessing.html
+++ b/_modules/whylogs/core/preprocessing.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/projectors.html b/_modules/whylogs/core/projectors.html
index a5dc4e1e01..974224c465 100644
--- a/_modules/whylogs/core/projectors.html
+++ b/_modules/whylogs/core/projectors.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/relations.html b/_modules/whylogs/core/relations.html
index ad68317eda..034a9ce52a 100644
--- a/_modules/whylogs/core/relations.html
+++ b/_modules/whylogs/core/relations.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/resolvers.html b/_modules/whylogs/core/resolvers.html
index b514ff0636..b26dd30703 100644
--- a/_modules/whylogs/core/resolvers.html
+++ b/_modules/whylogs/core/resolvers.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/schema.html b/_modules/whylogs/core/schema.html
index 2b67540ce3..5f58f65c38 100644
--- a/_modules/whylogs/core/schema.html
+++ b/_modules/whylogs/core/schema.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/segment.html b/_modules/whylogs/core/segment.html
index 601d50a46e..cd8d84412f 100644
--- a/_modules/whylogs/core/segment.html
+++ b/_modules/whylogs/core/segment.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/segmentation_partition.html b/_modules/whylogs/core/segmentation_partition.html
index 4678a661e9..86d4f46a69 100644
--- a/_modules/whylogs/core/segmentation_partition.html
+++ b/_modules/whylogs/core/segmentation_partition.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -449,7 +448,6 @@ <h1>Source code for whylogs.core.segmentation_partition</h1><div class="highligh
 <span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span><span class="p">,</span> <span class="n">field</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Mapping</span><span class="p">,</span> <span class="n">Optional</span>
 
-<span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
 <span class="kn">from</span> <span class="nn">whylogs.core.projectors</span> <span class="kn">import</span> <span class="n">FieldProjector</span>
 
 <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
@@ -526,8 +524,6 @@ <h1>Source code for whylogs.core.segmentation_partition</h1><div class="highligh
 
 
 <div class="viewcode-block" id="segment_on_column"><a class="viewcode-back" href="../../../api/whylogs/core/segmentation_partition/index.html#whylogs.core.segment_on_column">[docs]</a><span class="k">def</span> <span class="nf">segment_on_column</span><span class="p">(</span><span class="n">column_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Mapping</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">SegmentationPartition</span><span class="p">]:</span>
-    <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;segment_on_column&quot;</span><span class="p">)</span>
-
     <span class="k">return</span> <span class="p">{</span><span class="n">column_name</span><span class="p">:</span> <span class="n">SegmentationPartition</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">column_name</span><span class="p">,</span> <span class="n">mapper</span><span class="o">=</span><span class="n">ColumnMapperFunction</span><span class="p">(</span><span class="n">col_names</span><span class="o">=</span><span class="p">[</span><span class="n">column_name</span><span class="p">]))}</span></div>
 </pre></div>
         </article>
diff --git a/_modules/whylogs/core/specialized_resolvers.html b/_modules/whylogs/core/specialized_resolvers.html
index b521acd06b..1fa336a61c 100644
--- a/_modules/whylogs/core/specialized_resolvers.html
+++ b/_modules/whylogs/core/specialized_resolvers.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/validators/condition_validator.html b/_modules/whylogs/core/validators/condition_validator.html
index 6dc5aa667c..ed6ff5d01c 100644
--- a/_modules/whylogs/core/validators/condition_validator.html
+++ b/_modules/whylogs/core/validators/condition_validator.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -480,9 +479,6 @@ <h1>Source code for whylogs.core.validators.condition_validator</h1><div class="
     <span class="n">sample_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span>
 
     <span class="k">def</span> <span class="nf">__post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-        <span class="kn">from</span> <span class="nn">whylogs.api.usage_stats</span> <span class="kn">import</span> <span class="n">emit_usage</span>
-
-        <span class="n">emit_usage</span><span class="p">(</span><span class="s2">&quot;condition_validator&quot;</span><span class="p">)</span>
         <span class="k">for</span> <span class="n">cond_name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">conditions</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
             <span class="k">if</span> <span class="n">cond_name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">failures</span><span class="p">:</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">failures</span><span class="p">[</span><span class="n">cond_name</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span>
diff --git a/_modules/whylogs/core/validators/validator.html b/_modules/whylogs/core/validators/validator.html
index 9f914c1d02..4880b8aecc 100644
--- a/_modules/whylogs/core/validators/validator.html
+++ b/_modules/whylogs/core/validators/validator.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/view/column_profile_view.html b/_modules/whylogs/core/view/column_profile_view.html
index 0e0011fab0..0cf70c1a49 100644
--- a/_modules/whylogs/core/view/column_profile_view.html
+++ b/_modules/whylogs/core/view/column_profile_view.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/view/dataset_profile_view.html b/_modules/whylogs/core/view/dataset_profile_view.html
index 113fd1faaa..4c22e7b951 100644
--- a/_modules/whylogs/core/view/dataset_profile_view.html
+++ b/_modules/whylogs/core/view/dataset_profile_view.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/core/view/segmented_dataset_profile_view.html b/_modules/whylogs/core/view/segmented_dataset_profile_view.html
index 3a06ffea12..b27c910768 100644
--- a/_modules/whylogs/core/view/segmented_dataset_profile_view.html
+++ b/_modules/whylogs/core/view/segmented_dataset_profile_view.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/datasets/base.html b/_modules/whylogs/datasets/base.html
index 8ce36b8941..bcda491974 100644
--- a/_modules/whylogs/datasets/base.html
+++ b/_modules/whylogs/datasets/base.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/datasets/configs.html b/_modules/whylogs/datasets/configs.html
index 39eac5f963..f4d9bb3c34 100644
--- a/_modules/whylogs/datasets/configs.html
+++ b/_modules/whylogs/datasets/configs.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/datasets/ecommerce.html b/_modules/whylogs/datasets/ecommerce.html
index 7a8a0e2bce..61369e3bca 100644
--- a/_modules/whylogs/datasets/ecommerce.html
+++ b/_modules/whylogs/datasets/ecommerce.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/datasets/employee.html b/_modules/whylogs/datasets/employee.html
index aa38cd1a06..6be81591aa 100644
--- a/_modules/whylogs/datasets/employee.html
+++ b/_modules/whylogs/datasets/employee.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/datasets/weather.html b/_modules/whylogs/datasets/weather.html
index 49d7d78029..21f82adf70 100644
--- a/_modules/whylogs/datasets/weather.html
+++ b/_modules/whylogs/datasets/weather.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/experimental/api/logger.html b/_modules/whylogs/experimental/api/logger.html
index 114d89d3d7..bcfa1a6f51 100644
--- a/_modules/whylogs/experimental/api/logger.html
+++ b/_modules/whylogs/experimental/api/logger.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/experimental/constraints_generation.html b/_modules/whylogs/experimental/constraints_generation.html
index de7ec6d528..4aad08690e 100644
--- a/_modules/whylogs/experimental/constraints_generation.html
+++ b/_modules/whylogs/experimental/constraints_generation.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/experimental/constraints_generation/condition_counts.html b/_modules/whylogs/experimental/constraints_generation/condition_counts.html
index b90856be89..b0cb09f06c 100644
--- a/_modules/whylogs/experimental/constraints_generation/condition_counts.html
+++ b/_modules/whylogs/experimental/constraints_generation/condition_counts.html
@@ -252,7 +252,6 @@
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/experimental/constraints_generation/count_metrics.html b/_modules/whylogs/experimental/constraints_generation/count_metrics.html
index 712e841d69..896657b87c 100644
--- a/_modules/whylogs/experimental/constraints_generation/count_metrics.html
+++ b/_modules/whylogs/experimental/constraints_generation/count_metrics.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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diff --git a/_modules/whylogs/experimental/constraints_generation/distribution_metrics.html b/_modules/whylogs/experimental/constraints_generation/distribution_metrics.html
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/extras/image_metric.html b/_modules/whylogs/extras/image_metric.html
index 20887d6cab..4ab24ee27a 100644
--- a/_modules/whylogs/extras/image_metric.html
+++ b/_modules/whylogs/extras/image_metric.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/migration/converters.html b/_modules/whylogs/migration/converters.html
index 43527751a8..a4360b14fb 100644
--- a/_modules/whylogs/migration/converters.html
+++ b/_modules/whylogs/migration/converters.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/migration/uncompound.html b/_modules/whylogs/migration/uncompound.html
index 05240b1561..1900686274 100644
--- a/_modules/whylogs/migration/uncompound.html
+++ b/_modules/whylogs/migration/uncompound.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_modules/whylogs/viz/drift/configs.html b/_modules/whylogs/viz/drift/configs.html
index 0348415a6f..d8ac1412be 100644
--- a/_modules/whylogs/viz/drift/configs.html
+++ b/_modules/whylogs/viz/drift/configs.html
@@ -252,7 +252,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/_sources/api/whylogs/api/fugue/index.rst.txt b/_sources/api/whylogs/api/fugue/index.rst.txt
index f808320f26..d00c8e78a4 100644
--- a/_sources/api/whylogs/api/fugue/index.rst.txt
+++ b/_sources/api/whylogs/api/fugue/index.rst.txt
@@ -23,14 +23,10 @@ Functions
 
 .. autoapisummary::
 
-   whylogs.api.fugue.emit_usage
    whylogs.api.fugue.fugue_profile
 
 
 
-.. py:function:: emit_usage(event: str) -> None
-
-
 .. py:function:: fugue_profile(df: Any, dataset_timestamp: Optional[datetime.datetime] = None, creation_timestamp: Optional[datetime.datetime] = None, partition: Any = None, profile_cols: Optional[List[str]] = None, schema: Optional[whylogs.core.DatasetSchema] = None, as_local: bool = True, profile_field: str = DF_PROFILE_FIELD, engine: Any = None, engine_conf: Any = None, **kwargs) -> Any
 
 
diff --git a/_sources/api/whylogs/api/index.rst.txt b/_sources/api/whylogs/api/index.rst.txt
index 8d5f5ea0ea..156425d789 100644
--- a/_sources/api/whylogs/api/index.rst.txt
+++ b/_sources/api/whylogs/api/index.rst.txt
@@ -14,7 +14,6 @@ Subpackages
    logger/index.rst
    reader/index.rst
    store/index.rst
-   usage_stats/index.rst
    whylabs/index.rst
    writer/index.rst
 
diff --git a/_sources/api/whylogs/api/logger/index.rst.txt b/_sources/api/whylogs/api/logger/index.rst.txt
index fab8471bf4..4bfbcbaeeb 100644
--- a/_sources/api/whylogs/api/logger/index.rst.txt
+++ b/_sources/api/whylogs/api/logger/index.rst.txt
@@ -54,7 +54,6 @@ Functions
 .. autoapisummary::
 
    whylogs.api.logger.log_debug_event
-   whylogs.api.logger.emit_usage
    whylogs.api.logger.notebook_session_log
    whylogs.api.logger.notebook_session_log_comparison
    whylogs.api.logger.log
@@ -415,9 +414,6 @@ Attributes
 
 
 
-.. py:function:: emit_usage(event: str) -> None
-
-
 .. py:function:: notebook_session_log(result_set: whylogs.api.logger.result_set.ResultSet, obj: Any = None, *, pandas: Optional[whylogs.core.stubs.pd.DataFrame] = None, row: Optional[Dict[str, Any]] = None, name: Optional[str] = None) -> None
 
 
diff --git a/_sources/api/whylogs/api/usage_stats/index.rst.txt b/_sources/api/whylogs/api/usage_stats/index.rst.txt
deleted file mode 100644
index ef5a58fd41..0000000000
--- a/_sources/api/whylogs/api/usage_stats/index.rst.txt
+++ /dev/null
@@ -1,40 +0,0 @@
-:py:mod:`whylogs.api.usage_stats`
-=================================
-
-.. py:module:: whylogs.api.usage_stats
-
-
-Package Contents
-----------------
-
-
-Functions
-~~~~~~~~~
-
-.. autoapisummary::
-
-   whylogs.api.usage_stats.emit_usage
-
-
-
-Attributes
-~~~~~~~~~~
-
-.. autoapisummary::
-
-   whylogs.api.usage_stats.logger
-   whylogs.api.usage_stats.ANALYTICS_OPT_OUT
-
-
-.. py:data:: logger
-
-   
-
-.. py:data:: ANALYTICS_OPT_OUT
-   :value: 'WHYLOGS_NO_ANALYTICS'
-
-   
-
-.. py:function:: emit_usage(event: str) -> None
-
-
diff --git a/_sources/api/whylogs/core/constraints/factories/index.rst.txt b/_sources/api/whylogs/core/constraints/factories/index.rst.txt
index 437ec23724..b339e30dac 100644
--- a/_sources/api/whylogs/core/constraints/factories/index.rst.txt
+++ b/_sources/api/whylogs/core/constraints/factories/index.rst.txt
@@ -28,7 +28,6 @@ Functions
 
 .. autoapisummary::
 
-   whylogs.core.constraints.factories.emit_usage
    whylogs.core.constraints.factories.distinct_number_in_range
    whylogs.core.constraints.factories.condition_count_below
    whylogs.core.constraints.factories.condition_meets
@@ -66,9 +65,6 @@ Attributes
    whylogs.core.constraints.factories.ALL
 
 
-.. py:function:: emit_usage(event: str) -> None
-
-
 .. py:function:: distinct_number_in_range(column_name: str, lower: Union[int, float], upper: Union[int, float]) -> whylogs.core.constraints.metric_constraints.MetricConstraint
 
    Number of distinct categories must be between lower and upper values (inclusive).
diff --git a/_sources/api/whylogs/core/constraints/index.rst.txt b/_sources/api/whylogs/core/constraints/index.rst.txt
index 4782e06f0a..ad817306cc 100644
--- a/_sources/api/whylogs/core/constraints/index.rst.txt
+++ b/_sources/api/whylogs/core/constraints/index.rst.txt
@@ -40,17 +40,6 @@ Classes
 
 
 
-Functions
-~~~~~~~~~
-
-.. autoapisummary::
-
-   whylogs.core.constraints.emit_usage
-
-
-
-.. py:function:: emit_usage(event: str) -> None
-
 
 .. py:class:: Constraints(dataset_profile_view: Optional[whylogs.core.view.dataset_profile_view.DatasetProfileView] = None, column_constraints: Optional[Dict[str, Dict[str, MetricConstraint]]] = None, reference_profile_view: Optional[whylogs.core.view.dataset_profile_view.DatasetProfileView] = None)
 
diff --git a/_sources/api/whylogs/core/validators/index.rst.txt b/_sources/api/whylogs/core/validators/index.rst.txt
index 9c367323cd..26846aa935 100644
--- a/_sources/api/whylogs/core/validators/index.rst.txt
+++ b/_sources/api/whylogs/core/validators/index.rst.txt
@@ -27,17 +27,6 @@ Classes
 
 
 
-Functions
-~~~~~~~~~
-
-.. autoapisummary::
-
-   whylogs.core.validators.emit_usage
-
-
-
-.. py:function:: emit_usage(event: str) -> None
-
 
 .. py:class:: ConditionValidator
 
diff --git a/api/index.html b/api/index.html
index ad8b34e7c1..b4fb9ccba3 100644
--- a/api/index.html
+++ b/api/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -491,7 +490,6 @@ <h1>API Reference<a class="headerlink" href="#api-reference" title="Permalink to
 <li class="toctree-l4"><a class="reference internal" href="whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/annotations/index.html b/api/whylogs/api/annotations/index.html
index 027b735b7c..64c9230245 100644
--- a/api/whylogs/api/annotations/index.html
+++ b/api/whylogs/api/annotations/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/fugue/index.html b/api/whylogs/api/fugue/index.html
index 78d6512501..fd74101544 100644
--- a/api/whylogs/api/fugue/index.html
+++ b/api/whylogs/api/fugue/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -474,28 +473,12 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <col style="width: 90%" />
 </colgroup>
 <tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.fugue.emit_usage" title="whylogs.api.fugue.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
-<td><p></p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.fugue.fugue_profile" title="whylogs.api.fugue.fugue_profile"><code class="xref py py-obj docutils literal notranslate"><span class="pre">fugue_profile</span></code></a>(→ Any)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.fugue.fugue_profile" title="whylogs.api.fugue.fugue_profile"><code class="xref py py-obj docutils literal notranslate"><span class="pre">fugue_profile</span></code></a>(→ Any)</p></td>
 <td><p></p></td>
 </tr>
 </tbody>
 </table>
 </div>
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.api.fugue.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.api.fugue.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="headerlink" href="#whylogs.api.fugue.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="whylogs.api.fugue.fugue_profile">
 <span class="sig-prename descclassname"><span class="pre">whylogs.api.fugue.</span></span><span class="sig-name descname"><span class="pre">fugue_profile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dataset_timestamp</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/datetime.html#datetime.datetime" title="(in Python v3.9)"><span class="pre">datetime.datetime</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">creation_timestamp</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/datetime.html#datetime.datetime" title="(in Python v3.9)"><span class="pre">datetime.datetime</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">partition</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">profile_cols</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../../core/index.html#whylogs.core.DatasetSchema" title="whylogs.core.DatasetSchema"><span class="pre">whylogs.core.DatasetSchema</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">as_local</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/functions.html#bool" title="(in Python v3.9)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">profile_field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">DF_PROFILE_FIELD</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">engine</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">engine_conf</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="headerlink" href="#whylogs.api.fugue.fugue_profile" title="Permalink to this definition">#</a></dt>
@@ -610,7 +593,6 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <li><a class="reference internal" href="#submodules">Submodules</a></li>
 <li><a class="reference internal" href="#package-contents">Package Contents</a><ul>
 <li><a class="reference internal" href="#functions">Functions</a><ul>
-<li><a class="reference internal" href="#whylogs.api.fugue.emit_usage">emit_usage</a></li>
 <li><a class="reference internal" href="#whylogs.api.fugue.fugue_profile">fugue_profile</a></li>
 </ul>
 </li>
diff --git a/api/whylogs/api/fugue/profiler/index.html b/api/whylogs/api/fugue/profiler/index.html
index 445af8ec42..bf296e3cf5 100644
--- a/api/whylogs/api/fugue/profiler/index.html
+++ b/api/whylogs/api/fugue/profiler/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/fugue/registry/index.html b/api/whylogs/api/fugue/registry/index.html
index 34a4f18830..c6b0e20af2 100644
--- a/api/whylogs/api/fugue/registry/index.html
+++ b/api/whylogs/api/fugue/registry/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/index.html b/api/whylogs/api/index.html
index 37bbdf11e8..e660a3bb3f 100644
--- a/api/whylogs/api/index.html
+++ b/api/whylogs/api/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -490,7 +489,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toctree-l2"><a class="reference internal" href="store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l1"><a class="reference internal" href="whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l1"><a class="reference internal" href="writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><ul>
 <li class="toctree-l2"><a class="reference internal" href="writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/events/event/index.html b/api/whylogs/api/logger/events/event/index.html
index 5a76e36834..e93a093223 100644
--- a/api/whylogs/api/logger/events/event/index.html
+++ b/api/whylogs/api/logger/events/event/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/events/file_name/index.html b/api/whylogs/api/logger/events/file_name/index.html
index 32c2e60742..abb8f4be2b 100644
--- a/api/whylogs/api/logger/events/file_name/index.html
+++ b/api/whylogs/api/logger/events/file_name/index.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/events/index.html b/api/whylogs/api/logger/events/index.html
index 5fb7257c8c..e4ff805899 100644
--- a/api/whylogs/api/logger/events/index.html
+++ b/api/whylogs/api/logger/events/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/experimental/logger/actor/actor/index.html b/api/whylogs/api/logger/experimental/logger/actor/actor/index.html
index 7a120f21bf..8c8b5963f3 100644
--- a/api/whylogs/api/logger/experimental/logger/actor/actor/index.html
+++ b/api/whylogs/api/logger/experimental/logger/actor/actor/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/experimental/logger/actor/data_logger/index.html b/api/whylogs/api/logger/experimental/logger/actor/data_logger/index.html
index f244662730..408a4935a4 100644
--- a/api/whylogs/api/logger/experimental/logger/actor/data_logger/index.html
+++ b/api/whylogs/api/logger/experimental/logger/actor/data_logger/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/experimental/logger/actor/faster_fifo_queue_wrapper/index.html b/api/whylogs/api/logger/experimental/logger/actor/faster_fifo_queue_wrapper/index.html
index 87196b59a8..51823cf2d6 100644
--- a/api/whylogs/api/logger/experimental/logger/actor/faster_fifo_queue_wrapper/index.html
+++ b/api/whylogs/api/logger/experimental/logger/actor/faster_fifo_queue_wrapper/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/experimental/logger/actor/future_util/index.html b/api/whylogs/api/logger/experimental/logger/actor/future_util/index.html
index bd4a27a9e2..877ea427fa 100644
--- a/api/whylogs/api/logger/experimental/logger/actor/future_util/index.html
+++ b/api/whylogs/api/logger/experimental/logger/actor/future_util/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -536,34 +535,31 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.log_debug_event" title="whylogs.api.logger.log_debug_event"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_debug_event</span></code></a>([debug_event, name, tags, ...])</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.emit_usage" title="whylogs.api.logger.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.notebook_session_log" title="whylogs.api.logger.notebook_session_log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">notebook_session_log</span></code></a>(→ None)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.notebook_session_log" title="whylogs.api.logger.notebook_session_log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">notebook_session_log</span></code></a>(→ None)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.notebook_session_log_comparison" title="whylogs.api.logger.notebook_session_log_comparison"><code class="xref py py-obj docutils literal notranslate"><span class="pre">notebook_session_log_comparison</span></code></a>(→ None)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.notebook_session_log_comparison" title="whylogs.api.logger.notebook_session_log_comparison"><code class="xref py py-obj docutils literal notranslate"><span class="pre">notebook_session_log_comparison</span></code></a>(→ None)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.log" title="whylogs.api.logger.log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log</span></code></a>(→ result_set.ResultSet)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.log" title="whylogs.api.logger.log"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log</span></code></a>(→ result_set.ResultSet)</p></td>
-<td><p></p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.log_classification_metrics" title="whylogs.api.logger.log_classification_metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_classification_metrics</span></code></a>(→ result_set.ResultSet)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.log_classification_metrics" title="whylogs.api.logger.log_classification_metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_classification_metrics</span></code></a>(→ result_set.ResultSet)</p></td>
 <td><p>Function to track metrics based on validation data.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.log_regression_metrics" title="whylogs.api.logger.log_regression_metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_regression_metrics</span></code></a>(→ result_set.ResultSet)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.log_regression_metrics" title="whylogs.api.logger.log_regression_metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">log_regression_metrics</span></code></a>(→ result_set.ResultSet)</p></td>
 <td><p>Function to track regression metrics based on validation data.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.read" title="whylogs.api.logger.read"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read</span></code></a>(→ result_set.ResultSet)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.read" title="whylogs.api.logger.read"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read</span></code></a>(→ result_set.ResultSet)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.reader" title="whylogs.api.logger.reader"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reader</span></code></a>(→ result_set.ResultSetReader)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.reader" title="whylogs.api.logger.reader"><code class="xref py py-obj docutils literal notranslate"><span class="pre">reader</span></code></a>(→ result_set.ResultSetReader)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.logger.write" title="whylogs.api.logger.write"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write</span></code></a>(→ None)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.logger.write" title="whylogs.api.logger.write"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write</span></code></a>(→ None)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="logger/index.html#module-whylogs.api.logger.logger" title="whylogs.api.logger.logger"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logger</span></code></a></p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="logger/index.html#module-whylogs.api.logger.logger" title="whylogs.api.logger.logger"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logger</span></code></a></p></td>
 <td><p></p></td>
 </tr>
 </tbody>
@@ -1673,19 +1669,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 </dd></dl>
 
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.api.logger.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.api.logger.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../_modules/whylogs/api/usage_stats.html#emit_usage"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.api.logger.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="whylogs.api.logger.notebook_session_log">
 <span class="sig-prename descclassname"><span class="pre">whylogs.api.logger.</span></span><span class="sig-name descname"><span class="pre">notebook_session_log</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">result_set</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="result_set/index.html#whylogs.api.logger.result_set.ResultSet" title="whylogs.api.logger.result_set.ResultSet"><span class="pre">whylogs.api.logger.result_set.ResultSet</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">obj</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pandas</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">whylogs.core.stubs.pd.DataFrame</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">row</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../_modules/whylogs/api/whylabs/session/notebook_logger.html#notebook_session_log"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.api.logger.notebook_session_log" title="Permalink to this definition">#</a></dt>
@@ -2584,7 +2567,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <li><a class="reference internal" href="#whylogs.api.logger.TransientLogger.close">close</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#whylogs.api.logger.emit_usage">emit_usage</a></li>
 <li><a class="reference internal" href="#whylogs.api.logger.notebook_session_log">notebook_session_log</a></li>
 <li><a class="reference internal" href="#whylogs.api.logger.notebook_session_log_comparison">notebook_session_log_comparison</a></li>
 <li><a class="reference internal" href="#whylogs.api.logger.DatasetProfile">DatasetProfile</a><ul>
diff --git a/api/whylogs/api/logger/logger/index.html b/api/whylogs/api/logger/logger/index.html
index 7cc6f87eba..219b3399e0 100644
--- a/api/whylogs/api/logger/logger/index.html
+++ b/api/whylogs/api/logger/logger/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/result_set/index.html b/api/whylogs/api/logger/result_set/index.html
index fa9c31d5d6..727c266144 100644
--- a/api/whylogs/api/logger/result_set/index.html
+++ b/api/whylogs/api/logger/result_set/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/rolling/index.html b/api/whylogs/api/logger/rolling/index.html
index 2f608e52b6..292f1380d2 100644
--- a/api/whylogs/api/logger/rolling/index.html
+++ b/api/whylogs/api/logger/rolling/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/segment_cache/index.html b/api/whylogs/api/logger/segment_cache/index.html
index e23d782d63..be24d8f385 100644
--- a/api/whylogs/api/logger/segment_cache/index.html
+++ b/api/whylogs/api/logger/segment_cache/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/segment_processing/index.html b/api/whylogs/api/logger/segment_processing/index.html
index dd31845b9f..7807bc8dbc 100644
--- a/api/whylogs/api/logger/segment_processing/index.html
+++ b/api/whylogs/api/logger/segment_processing/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/logger/transient/index.html b/api/whylogs/api/logger/transient/index.html
index 12f3c8934a..bf20915c61 100644
--- a/api/whylogs/api/logger/transient/index.html
+++ b/api/whylogs/api/logger/transient/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/pyspark/experimental/index.html b/api/whylogs/api/pyspark/experimental/index.html
index a312f859b0..b5cc1d55db 100644
--- a/api/whylogs/api/pyspark/experimental/index.html
+++ b/api/whylogs/api/pyspark/experimental/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/pyspark/experimental/profiler/index.html b/api/whylogs/api/pyspark/experimental/profiler/index.html
index 760af3073f..a994067ea7 100644
--- a/api/whylogs/api/pyspark/experimental/profiler/index.html
+++ b/api/whylogs/api/pyspark/experimental/profiler/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/pyspark/experimental/segmented_profiler/index.html b/api/whylogs/api/pyspark/experimental/segmented_profiler/index.html
index 72a6c90e9f..c5cbd74291 100644
--- a/api/whylogs/api/pyspark/experimental/segmented_profiler/index.html
+++ b/api/whylogs/api/pyspark/experimental/segmented_profiler/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/reader/index.html b/api/whylogs/api/reader/index.html
index 532d0ab4ac..5f27b7203a 100644
--- a/api/whylogs/api/reader/index.html
+++ b/api/whylogs/api/reader/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/reader/local/index.html b/api/whylogs/api/reader/local/index.html
index 5b3871fd10..0a3c5775ba 100644
--- a/api/whylogs/api/reader/local/index.html
+++ b/api/whylogs/api/reader/local/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/reader/reader/index.html b/api/whylogs/api/reader/reader/index.html
index 800ffd72ae..d34d774031 100644
--- a/api/whylogs/api/reader/reader/index.html
+++ b/api/whylogs/api/reader/reader/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/reader/s3/index.html b/api/whylogs/api/reader/s3/index.html
index f8b29ece32..0c990d91fe 100644
--- a/api/whylogs/api/reader/s3/index.html
+++ b/api/whylogs/api/reader/s3/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/store/index.html b/api/whylogs/api/store/index.html
index 35174290e2..9eb82691fd 100644
--- a/api/whylogs/api/store/index.html
+++ b/api/whylogs/api/store/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/store/local_store/index.html b/api/whylogs/api/store/local_store/index.html
index 7a7a4f9732..1f46380243 100644
--- a/api/whylogs/api/store/local_store/index.html
+++ b/api/whylogs/api/store/local_store/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/store/profile_store/index.html b/api/whylogs/api/store/profile_store/index.html
index f63cd31f25..f8dfc5443c 100644
--- a/api/whylogs/api/store/profile_store/index.html
+++ b/api/whylogs/api/store/profile_store/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/store/query/index.html b/api/whylogs/api/store/query/index.html
index d0ff55179e..37bea3fdfb 100644
--- a/api/whylogs/api/store/query/index.html
+++ b/api/whylogs/api/store/query/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/store/sqlite_store/index.html b/api/whylogs/api/store/sqlite_store/index.html
index 5fef2ba6a0..861ad8146f 100644
--- a/api/whylogs/api/store/sqlite_store/index.html
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@@ -11,7 +11,7 @@
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-  <link rel="index" title="Index" href="../../../../../genindex.html" /><link rel="search" title="Search" href="../../../../../search.html" /><link rel="next" title="whylogs.api.usage_stats" href="../../usage_stats/index.html" /><link rel="prev" title="whylogs.api.store.query" href="../query/index.html" />
+  <link rel="index" title="Index" href="../../../../../genindex.html" /><link rel="search" title="Search" href="../../../../../search.html" /><link rel="next" title="whylogs.api.whylabs" href="../../whylabs/index.html" /><link rel="prev" title="whylogs.api.store.query" href="../query/index.html" />
 
     <meta name="generator" content="sphinx-4.3.2, furo 2022.09.29"/>
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@@ -261,7 +261,6 @@
 <li class="toctree-l5 current current-page"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -540,12 +539,12 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
       <footer>
         
         <div class="related-pages">
-          <a class="next-page" href="../../usage_stats/index.html">
+          <a class="next-page" href="../../whylabs/index.html">
               <div class="page-info">
                 <div class="context">
                   <span>Next</span>
                 </div>
-                <div class="title"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></div>
+                <div class="title"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></div>
               </div>
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
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diff --git a/api/whylogs/api/usage_stats/index.html b/api/whylogs/api/usage_stats/index.html
deleted file mode 100644
index 1cd2e4143c..0000000000
--- a/api/whylogs/api/usage_stats/index.html
+++ /dev/null
@@ -1,634 +0,0 @@
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-  
-<meta property="og:url" content="https://whylogs.readthedocs.io/api/whylogs/api/usage_stats/index.html" />
-  
-<meta property="og:description" content="Package Contents: Functions: Attributes:" />
-  <link rel="index" title="Index" href="../../../../genindex.html" /><link rel="search" title="Search" href="../../../../search.html" /><link rel="next" title="whylogs.api.whylabs" href="../whylabs/index.html" /><link rel="prev" title="whylogs.api.store.sqlite_store" href="../store/sqlite_store/index.html" />
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-    <meta name="generator" content="sphinx-4.3.2, furo 2022.09.29"/>
-        <title>whylogs.api.usage_stats - whylogs v1.6.4</title>
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-<style>
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-<span id="whylogs-api-usage-stats"></span><h1><a class="reference internal" href="#module-whylogs.api.usage_stats" title="whylogs.api.usage_stats"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a><a class="headerlink" href="#module-whylogs.api.usage_stats" title="Permalink to this headline">#</a></h1>
-<section id="package-contents">
-<h2>Package Contents<a class="headerlink" href="#package-contents" title="Permalink to this headline">#</a></h2>
-<section id="functions">
-<h3>Functions<a class="headerlink" href="#functions" title="Permalink to this headline">#</a></h3>
-<div class="table-wrapper longtable docutils container">
-<table class="longtable docutils align-default">
-<colgroup>
-<col style="width: 10%" />
-<col style="width: 90%" />
-</colgroup>
-<tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.usage_stats.emit_usage" title="whylogs.api.usage_stats.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
-<td><p></p></td>
-</tr>
-</tbody>
-</table>
-</div>
-</section>
-<section id="attributes">
-<h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this headline">#</a></h3>
-<div class="table-wrapper longtable docutils container">
-<table class="longtable docutils align-default">
-<colgroup>
-<col style="width: 10%" />
-<col style="width: 90%" />
-</colgroup>
-<tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.api.usage_stats.logger" title="whylogs.api.usage_stats.logger"><code class="xref py py-obj docutils literal notranslate"><span class="pre">logger</span></code></a></p></td>
-<td><p></p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.api.usage_stats.ANALYTICS_OPT_OUT" title="whylogs.api.usage_stats.ANALYTICS_OPT_OUT"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ANALYTICS_OPT_OUT</span></code></a></p></td>
-<td><p></p></td>
-</tr>
-</tbody>
-</table>
-</div>
-<dl class="py data">
-<dt class="sig sig-object py" id="whylogs.api.usage_stats.logger">
-<span class="sig-prename descclassname"><span class="pre">whylogs.api.usage_stats.</span></span><span class="sig-name descname"><span class="pre">logger</span></span><a class="headerlink" href="#whylogs.api.usage_stats.logger" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py data">
-<dt class="sig sig-object py" id="whylogs.api.usage_stats.ANALYTICS_OPT_OUT">
-<span class="sig-prename descclassname"><span class="pre">whylogs.api.usage_stats.</span></span><span class="sig-name descname"><span class="pre">ANALYTICS_OPT_OUT</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'WHYLOGS_NO_ANALYTICS'</span></em><a class="headerlink" href="#whylogs.api.usage_stats.ANALYTICS_OPT_OUT" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.api.usage_stats.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.api.usage_stats.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../_modules/whylogs/api/usage_stats.html#emit_usage"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.api.usage_stats.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
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-</section>
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-<li><a class="reference internal" href="#package-contents">Package Contents</a><ul>
-<li><a class="reference internal" href="#functions">Functions</a></li>
-<li><a class="reference internal" href="#attributes">Attributes</a><ul>
-<li><a class="reference internal" href="#whylogs.api.usage_stats.logger">logger</a></li>
-<li><a class="reference internal" href="#whylogs.api.usage_stats.ANALYTICS_OPT_OUT">ANALYTICS_OPT_OUT</a></li>
-<li><a class="reference internal" href="#whylogs.api.usage_stats.emit_usage">emit_usage</a></li>
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diff --git a/api/whylogs/api/whylabs/index.html b/api/whylogs/api/whylabs/index.html
index f41c035af8..0b4725fc1e 100644
--- a/api/whylogs/api/whylabs/index.html
+++ b/api/whylogs/api/whylabs/index.html
@@ -11,7 +11,7 @@
 <meta property="og:url" content="https://whylogs.readthedocs.io/api/whylogs/api/whylabs/index.html" />
   
 <meta property="og:description" content="Package Contents: Functions:" />
-  <link rel="index" title="Index" href="../../../../genindex.html" /><link rel="search" title="Search" href="../../../../search.html" /><link rel="next" title="whylogs.api.writer" href="../writer/index.html" /><link rel="prev" title="whylogs.api.usage_stats" href="../usage_stats/index.html" />
+  <link rel="index" title="Index" href="../../../../genindex.html" /><link rel="search" title="Search" href="../../../../search.html" /><link rel="next" title="whylogs.api.writer" href="../writer/index.html" /><link rel="prev" title="whylogs.api.store.sqlite_store" href="../store/sqlite_store/index.html" />
 
     <meta name="generator" content="sphinx-4.3.2, furo 2022.09.29"/>
         <title>whylogs.api.whylabs - whylogs v1.6.4</title>
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4 current current-page"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -549,14 +548,14 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
               </div>
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
             </a>
-          <a class="prev-page" href="../usage_stats/index.html">
+          <a class="prev-page" href="../store/sqlite_store/index.html">
               <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
               <div class="page-info">
                 <div class="context">
                   <span>Previous</span>
                 </div>
                 
-                <div class="title"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></div>
+                <div class="title"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></div>
                 
               </div>
             </a>
diff --git a/api/whylogs/api/whylabs/session/config/index.html b/api/whylogs/api/whylabs/session/config/index.html
index 10e1ab8f23..5fbae37e96 100644
--- a/api/whylogs/api/whylabs/session/config/index.html
+++ b/api/whylogs/api/whylabs/session/config/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/lazy/index.html b/api/whylogs/api/whylabs/session/lazy/index.html
index 8931a4b546..5c7d84a461 100644
--- a/api/whylogs/api/whylabs/session/lazy/index.html
+++ b/api/whylogs/api/whylabs/session/lazy/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/notebook_check/index.html b/api/whylogs/api/whylabs/session/notebook_check/index.html
index 40fdb68465..419c78d5a0 100644
--- a/api/whylogs/api/whylabs/session/notebook_check/index.html
+++ b/api/whylogs/api/whylabs/session/notebook_check/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/notebook_logger/index.html b/api/whylogs/api/whylabs/session/notebook_logger/index.html
index edff410920..a5ba74bc35 100644
--- a/api/whylogs/api/whylabs/session/notebook_logger/index.html
+++ b/api/whylogs/api/whylabs/session/notebook_logger/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/prompts/index.html b/api/whylogs/api/whylabs/session/prompts/index.html
index ef0065b62f..58e240fa93 100644
--- a/api/whylogs/api/whylabs/session/prompts/index.html
+++ b/api/whylogs/api/whylabs/session/prompts/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/session/index.html b/api/whylogs/api/whylabs/session/session/index.html
index 1d1a89f493..ec3d073ac4 100644
--- a/api/whylogs/api/whylabs/session/session/index.html
+++ b/api/whylogs/api/whylabs/session/session/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/session_manager/index.html b/api/whylogs/api/whylabs/session/session_manager/index.html
index 9468739a3e..ac86a2bc80 100644
--- a/api/whylogs/api/whylabs/session/session_manager/index.html
+++ b/api/whylogs/api/whylabs/session/session_manager/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/session_types/index.html b/api/whylogs/api/whylabs/session/session_types/index.html
index cd4b41b259..02695323ed 100644
--- a/api/whylogs/api/whylabs/session/session_types/index.html
+++ b/api/whylogs/api/whylabs/session/session_types/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/why_init/index.html b/api/whylogs/api/whylabs/session/why_init/index.html
index 6e092b240f..8624920107 100644
--- a/api/whylogs/api/whylabs/session/why_init/index.html
+++ b/api/whylogs/api/whylabs/session/why_init/index.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/whylabs/session/whylabs_client_cache/index.html b/api/whylogs/api/whylabs/session/whylabs_client_cache/index.html
index 9cc2cd0f0a..61f07811dd 100644
--- a/api/whylogs/api/whylabs/session/whylabs_client_cache/index.html
+++ b/api/whylogs/api/whylabs/session/whylabs_client_cache/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/gcs/index.html b/api/whylogs/api/writer/gcs/index.html
index bc50b3be46..2df46607a6 100644
--- a/api/whylogs/api/writer/gcs/index.html
+++ b/api/whylogs/api/writer/gcs/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5 current current-page"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/index.html b/api/whylogs/api/writer/index.html
index 687cbae673..d3a1a6b0cf 100644
--- a/api/whylogs/api/writer/index.html
+++ b/api/whylogs/api/writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children current-page"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/local/index.html b/api/whylogs/api/writer/local/index.html
index 6b9b42d7b8..3f9de0f4d8 100644
--- a/api/whylogs/api/writer/local/index.html
+++ b/api/whylogs/api/writer/local/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/mlflow/index.html b/api/whylogs/api/writer/mlflow/index.html
index aac68424ba..963e52cf45 100644
--- a/api/whylogs/api/writer/mlflow/index.html
+++ b/api/whylogs/api/writer/mlflow/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/s3/index.html b/api/whylogs/api/writer/s3/index.html
index 621d7a56bc..72d4401666 100644
--- a/api/whylogs/api/writer/s3/index.html
+++ b/api/whylogs/api/writer/s3/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs/index.html b/api/whylogs/api/writer/whylabs/index.html
index b7dfd06973..880336e564 100644
--- a/api/whylogs/api/writer/whylabs/index.html
+++ b/api/whylogs/api/writer/whylabs/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_base/index.html b/api/whylogs/api/writer/whylabs_base/index.html
index dde2fdf2ec..3d946894d2 100644
--- a/api/whylogs/api/writer/whylabs_base/index.html
+++ b/api/whylogs/api/writer/whylabs_base/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_batch_writer/index.html b/api/whylogs/api/writer/whylabs_batch_writer/index.html
index f3c06ae78c..d0f38d432a 100644
--- a/api/whylogs/api/writer/whylabs_batch_writer/index.html
+++ b/api/whylogs/api/writer/whylabs_batch_writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_client/index.html b/api/whylogs/api/writer/whylabs_client/index.html
index 6200b227c5..337846372a 100644
--- a/api/whylogs/api/writer/whylabs_client/index.html
+++ b/api/whylogs/api/writer/whylabs_client/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_estimation_result_writer/index.html b/api/whylogs/api/writer/whylabs_estimation_result_writer/index.html
index 60b12c2f33..8f4751c906 100644
--- a/api/whylogs/api/writer/whylabs_estimation_result_writer/index.html
+++ b/api/whylogs/api/writer/whylabs_estimation_result_writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_reference_writer/index.html b/api/whylogs/api/writer/whylabs_reference_writer/index.html
index b18009f8bc..6123530981 100644
--- a/api/whylogs/api/writer/whylabs_reference_writer/index.html
+++ b/api/whylogs/api/writer/whylabs_reference_writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/whylabs_transaction_writer/index.html b/api/whylogs/api/writer/whylabs_transaction_writer/index.html
index 60b0fd90f7..edd1e1a00d 100644
--- a/api/whylogs/api/writer/whylabs_transaction_writer/index.html
+++ b/api/whylogs/api/writer/whylabs_transaction_writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/api/writer/writer/index.html b/api/whylogs/api/writer/writer/index.html
index 3cfbeed7a4..5952cc7228 100644
--- a/api/whylogs/api/writer/writer/index.html
+++ b/api/whylogs/api/writer/writer/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 current has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
 <li class="toctree-l5"><a class="reference internal" href="../gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/context/environ/index.html b/api/whylogs/context/environ/index.html
index b941de74b9..bc96ee0a9d 100644
--- a/api/whylogs/context/environ/index.html
+++ b/api/whylogs/context/environ/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/context/index.html b/api/whylogs/context/index.html
index a9ba16b323..826e56b431 100644
--- a/api/whylogs/context/index.html
+++ b/api/whylogs/context/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/context/version/index.html b/api/whylogs/context/version/index.html
index 769876ae4e..a9f1b27e77 100644
--- a/api/whylogs/context/version/index.html
+++ b/api/whylogs/context/version/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/column_profile/index.html b/api/whylogs/core/column_profile/index.html
index d1618b5d1e..5f97ed866e 100644
--- a/api/whylogs/core/column_profile/index.html
+++ b/api/whylogs/core/column_profile/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/common/index.html b/api/whylogs/core/common/index.html
index e4475ff266..56a5f39a34 100644
--- a/api/whylogs/core/common/index.html
+++ b/api/whylogs/core/common/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/configs/index.html b/api/whylogs/core/configs/index.html
index abc1e1b355..0ac85fde11 100644
--- a/api/whylogs/core/configs/index.html
+++ b/api/whylogs/core/configs/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/cardinality_metrics/index.html b/api/whylogs/core/constraints/factories/cardinality_metrics/index.html
index 0cdb271b93..f88cbde62a 100644
--- a/api/whylogs/core/constraints/factories/cardinality_metrics/index.html
+++ b/api/whylogs/core/constraints/factories/cardinality_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/condition_counts/index.html b/api/whylogs/core/constraints/factories/condition_counts/index.html
index 0ce3984faf..f81434c824 100644
--- a/api/whylogs/core/constraints/factories/condition_counts/index.html
+++ b/api/whylogs/core/constraints/factories/condition_counts/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/count_metrics/index.html b/api/whylogs/core/constraints/factories/count_metrics/index.html
index 55d3ee65c8..22b50bb17b 100644
--- a/api/whylogs/core/constraints/factories/count_metrics/index.html
+++ b/api/whylogs/core/constraints/factories/count_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/distribution_metrics/index.html b/api/whylogs/core/constraints/factories/distribution_metrics/index.html
index 42d6b00801..e7d3ce540e 100644
--- a/api/whylogs/core/constraints/factories/distribution_metrics/index.html
+++ b/api/whylogs/core/constraints/factories/distribution_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/frequent_items/index.html b/api/whylogs/core/constraints/factories/frequent_items/index.html
index af56529a85..c6d4f737ba 100644
--- a/api/whylogs/core/constraints/factories/frequent_items/index.html
+++ b/api/whylogs/core/constraints/factories/frequent_items/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/index.html b/api/whylogs/core/constraints/factories/index.html
index 01c03051fb..b57d4f34f6 100644
--- a/api/whylogs/core/constraints/factories/index.html
+++ b/api/whylogs/core/constraints/factories/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -479,85 +478,82 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <col style="width: 90%" />
 </colgroup>
 <tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.emit_usage" title="whylogs.core.constraints.factories.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
-<td><p></p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.distinct_number_in_range" title="whylogs.core.constraints.factories.distinct_number_in_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">distinct_number_in_range</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.distinct_number_in_range" title="whylogs.core.constraints.factories.distinct_number_in_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">distinct_number_in_range</span></code></a>(...)</p></td>
 <td><p>Number of distinct categories must be between lower and upper values (inclusive).</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_count_below" title="whylogs.core.constraints.factories.condition_count_below"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_count_below</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_count_below" title="whylogs.core.constraints.factories.condition_count_below"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_count_below</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_meets" title="whylogs.core.constraints.factories.condition_meets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_meets</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_meets" title="whylogs.core.constraints.factories.condition_meets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_meets</span></code></a>(...)</p></td>
 <td><p>Checks that all values in column match predicate</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_never_meets" title="whylogs.core.constraints.factories.condition_never_meets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_never_meets</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.condition_never_meets" title="whylogs.core.constraints.factories.condition_never_meets"><code class="xref py py-obj docutils literal notranslate"><span class="pre">condition_never_meets</span></code></a>(...)</p></td>
 <td><p>Checks that no values in column match predicate</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.count_below_number" title="whylogs.core.constraints.factories.count_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">count_below_number</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.count_below_number" title="whylogs.core.constraints.factories.count_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">count_below_number</span></code></a>(...)</p></td>
 <td><p>Number of elements in a column must be below given number.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.no_missing_values" title="whylogs.core.constraints.factories.no_missing_values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">no_missing_values</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.no_missing_values" title="whylogs.core.constraints.factories.no_missing_values"><code class="xref py py-obj docutils literal notranslate"><span class="pre">no_missing_values</span></code></a>(...)</p></td>
 <td><p>Checks that there are no missing values in the column.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.null_percentage_below_number" title="whylogs.core.constraints.factories.null_percentage_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_percentage_below_number</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.null_percentage_below_number" title="whylogs.core.constraints.factories.null_percentage_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_percentage_below_number</span></code></a>(...)</p></td>
 <td><p>Percentage of null values must be below given number.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.null_values_below_number" title="whylogs.core.constraints.factories.null_values_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_values_below_number</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.null_values_below_number" title="whylogs.core.constraints.factories.null_values_below_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">null_values_below_number</span></code></a>(...)</p></td>
 <td><p>Number of null values must be below given number.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.greater_than_number" title="whylogs.core.constraints.factories.greater_than_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">greater_than_number</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.greater_than_number" title="whylogs.core.constraints.factories.greater_than_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">greater_than_number</span></code></a>(...)</p></td>
 <td><p>Minimum value of given column must be above defined number.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.is_in_range" title="whylogs.core.constraints.factories.is_in_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">is_in_range</span></code></a>(→ whylogs.core.constraints.MetricConstraint)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.is_in_range" title="whylogs.core.constraints.factories.is_in_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">is_in_range</span></code></a>(→ whylogs.core.constraints.MetricConstraint)</p></td>
 <td><p>Checks that all of column's values are in defined range (inclusive).</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.is_non_negative" title="whylogs.core.constraints.factories.is_non_negative"><code class="xref py py-obj docutils literal notranslate"><span class="pre">is_non_negative</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.is_non_negative" title="whylogs.core.constraints.factories.is_non_negative"><code class="xref py py-obj docutils literal notranslate"><span class="pre">is_non_negative</span></code></a>(...)</p></td>
 <td><p>Checks if a column is non negative</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.mean_between_range" title="whylogs.core.constraints.factories.mean_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mean_between_range</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.mean_between_range" title="whylogs.core.constraints.factories.mean_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mean_between_range</span></code></a>(...)</p></td>
 <td><p>Estimated mean must be between range defined by lower and upper bounds.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.quantile_between_range" title="whylogs.core.constraints.factories.quantile_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">quantile_between_range</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.quantile_between_range" title="whylogs.core.constraints.factories.quantile_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">quantile_between_range</span></code></a>(...)</p></td>
 <td><p>Q-th quantile value must be withing the range defined by lower and upper boundaries.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.smaller_than_number" title="whylogs.core.constraints.factories.smaller_than_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">smaller_than_number</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.smaller_than_number" title="whylogs.core.constraints.factories.smaller_than_number"><code class="xref py py-obj docutils literal notranslate"><span class="pre">smaller_than_number</span></code></a>(...)</p></td>
 <td><p>Maximum value of given column must be below defined number.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.stddev_between_range" title="whylogs.core.constraints.factories.stddev_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stddev_between_range</span></code></a>(column_name, lower, upper[, ...])</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.stddev_between_range" title="whylogs.core.constraints.factories.stddev_between_range"><code class="xref py py-obj docutils literal notranslate"><span class="pre">stddev_between_range</span></code></a>(column_name, lower, upper[, ...])</p></td>
 <td><p>Estimated standard deviation must be between range defined by lower and upper bounds.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.frequent_strings_in_reference_set" title="whylogs.core.constraints.factories.frequent_strings_in_reference_set"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequent_strings_in_reference_set</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.frequent_strings_in_reference_set" title="whylogs.core.constraints.factories.frequent_strings_in_reference_set"><code class="xref py py-obj docutils literal notranslate"><span class="pre">frequent_strings_in_reference_set</span></code></a>(...)</p></td>
 <td><p>Determine whether a set of variables appear in the frequent strings for a string column.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.n_most_common_items_in_set" title="whylogs.core.constraints.factories.n_most_common_items_in_set"><code class="xref py py-obj docutils literal notranslate"><span class="pre">n_most_common_items_in_set</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.n_most_common_items_in_set" title="whylogs.core.constraints.factories.n_most_common_items_in_set"><code class="xref py py-obj docutils literal notranslate"><span class="pre">n_most_common_items_in_set</span></code></a>(...)</p></td>
 <td><p>Validate if the top n most common items appear in the dataset.</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_probably_unique" title="whylogs.core.constraints.factories.column_is_probably_unique"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_probably_unique</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_probably_unique" title="whylogs.core.constraints.factories.column_is_probably_unique"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_probably_unique</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_has_non_zero_types" title="whylogs.core.constraints.factories.column_has_non_zero_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_has_non_zero_types</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_has_non_zero_types" title="whylogs.core.constraints.factories.column_has_non_zero_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_has_non_zero_types</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_has_zero_count_types" title="whylogs.core.constraints.factories.column_has_zero_count_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_has_zero_count_types</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_has_zero_count_types" title="whylogs.core.constraints.factories.column_has_zero_count_types"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_has_zero_count_types</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_boolean" title="whylogs.core.constraints.factories.column_is_nullable_boolean"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_boolean</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_boolean" title="whylogs.core.constraints.factories.column_is_nullable_boolean"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_boolean</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_datatype" title="whylogs.core.constraints.factories.column_is_nullable_datatype"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_datatype</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_datatype" title="whylogs.core.constraints.factories.column_is_nullable_datatype"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_datatype</span></code></a>(...)</p></td>
 <td><p>Check if column contains only records of specific datatype.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_fractional" title="whylogs.core.constraints.factories.column_is_nullable_fractional"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_fractional</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_fractional" title="whylogs.core.constraints.factories.column_is_nullable_fractional"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_fractional</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_integral" title="whylogs.core.constraints.factories.column_is_nullable_integral"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_integral</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_integral" title="whylogs.core.constraints.factories.column_is_nullable_integral"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_integral</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_object" title="whylogs.core.constraints.factories.column_is_nullable_object"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_object</span></code></a>(...)</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_object" title="whylogs.core.constraints.factories.column_is_nullable_object"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_object</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_string" title="whylogs.core.constraints.factories.column_is_nullable_string"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_string</span></code></a>(...)</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="#whylogs.core.constraints.factories.column_is_nullable_string" title="whylogs.core.constraints.factories.column_is_nullable_string"><code class="xref py py-obj docutils literal notranslate"><span class="pre">column_is_nullable_string</span></code></a>(...)</p></td>
 <td><p></p></td>
 </tr>
 </tbody>
@@ -579,19 +575,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </tbody>
 </table>
 </div>
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.core.constraints.factories.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.core.constraints.factories.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../../_modules/whylogs/api/usage_stats.html#emit_usage"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.constraints.factories.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="whylogs.core.constraints.factories.distinct_number_in_range">
 <span class="sig-prename descclassname"><span class="pre">whylogs.core.constraints.factories.</span></span><span class="sig-name descname"><span class="pre">distinct_number_in_range</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">lower</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/functions.html#int" title="(in Python v3.9)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3.9/library/functions.html#float" title="(in Python v3.9)"><span class="pre">float</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upper</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/functions.html#int" title="(in Python v3.9)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3.9/library/functions.html#float" title="(in Python v3.9)"><span class="pre">float</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="../metric_constraints/index.html#whylogs.core.constraints.metric_constraints.MetricConstraint" title="whylogs.core.constraints.metric_constraints.MetricConstraint"><span class="pre">whylogs.core.constraints.metric_constraints.MetricConstraint</span></a></span></span><a class="reference internal" href="../../../../../_modules/whylogs/core/constraints/factories/cardinality_metrics.html#distinct_number_in_range"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.constraints.factories.distinct_number_in_range" title="Permalink to this definition">#</a></dt>
@@ -1125,7 +1108,6 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <li><a class="reference internal" href="#package-contents">Package Contents</a><ul>
 <li><a class="reference internal" href="#functions">Functions</a></li>
 <li><a class="reference internal" href="#attributes">Attributes</a><ul>
-<li><a class="reference internal" href="#whylogs.core.constraints.factories.emit_usage">emit_usage</a></li>
 <li><a class="reference internal" href="#whylogs.core.constraints.factories.distinct_number_in_range">distinct_number_in_range</a></li>
 <li><a class="reference internal" href="#whylogs.core.constraints.factories.condition_count_below">condition_count_below</a></li>
 <li><a class="reference internal" href="#whylogs.core.constraints.factories.condition_meets">condition_meets</a></li>
diff --git a/api/whylogs/core/constraints/factories/multi_metrics/index.html b/api/whylogs/core/constraints/factories/multi_metrics/index.html
index 1577802c90..b1710b674f 100644
--- a/api/whylogs/core/constraints/factories/multi_metrics/index.html
+++ b/api/whylogs/core/constraints/factories/multi_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/factories/types_metrics/index.html b/api/whylogs/core/constraints/factories/types_metrics/index.html
index 2ab3519cea..fec159b7be 100644
--- a/api/whylogs/core/constraints/factories/types_metrics/index.html
+++ b/api/whylogs/core/constraints/factories/types_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/constraints/index.html b/api/whylogs/core/constraints/index.html
index c215d0c4a4..7470b4310e 100644
--- a/api/whylogs/core/constraints/index.html
+++ b/api/whylogs/core/constraints/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -514,35 +513,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headli
 </tbody>
 </table>
 </div>
-</section>
-<section id="functions">
-<h3>Functions<a class="headerlink" href="#functions" title="Permalink to this headline">#</a></h3>
-<div class="table-wrapper longtable docutils container">
-<table class="longtable docutils align-default">
-<colgroup>
-<col style="width: 10%" />
-<col style="width: 90%" />
-</colgroup>
-<tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.constraints.emit_usage" title="whylogs.core.constraints.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
-<td><p></p></td>
-</tr>
-</tbody>
-</table>
-</div>
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.core.constraints.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.core.constraints.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../_modules/whylogs/api/usage_stats.html#emit_usage"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.constraints.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="whylogs.core.constraints.Constraints">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs.core.constraints.</span></span><span class="sig-name descname"><span class="pre">Constraints</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_profile_view</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../view/dataset_profile_view/index.html#whylogs.core.view.dataset_profile_view.DatasetProfileView" title="whylogs.core.view.dataset_profile_view.DatasetProfileView"><span class="pre">whylogs.core.view.dataset_profile_view.DatasetProfileView</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column_constraints</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="#whylogs.core.constraints.MetricConstraint" title="whylogs.core.constraints.MetricConstraint"><span class="pre">MetricConstraint</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference_profile_view</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../view/dataset_profile_view/index.html#whylogs.core.view.dataset_profile_view.DatasetProfileView" title="whylogs.core.view.dataset_profile_view.DatasetProfileView"><span class="pre">whylogs.core.view.dataset_profile_view.DatasetProfileView</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/whylogs/core/constraints/metric_constraints.html#Constraints"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.constraints.Constraints" title="Permalink to this definition">#</a></dt>
@@ -971,9 +941,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <li><a class="reference internal" href="#subpackages">Subpackages</a></li>
 <li><a class="reference internal" href="#submodules">Submodules</a></li>
 <li><a class="reference internal" href="#package-contents">Package Contents</a><ul>
-<li><a class="reference internal" href="#classes">Classes</a></li>
-<li><a class="reference internal" href="#functions">Functions</a><ul>
-<li><a class="reference internal" href="#whylogs.core.constraints.emit_usage">emit_usage</a></li>
+<li><a class="reference internal" href="#classes">Classes</a><ul>
 <li><a class="reference internal" href="#whylogs.core.constraints.Constraints">Constraints</a><ul>
 <li><a class="reference internal" href="#whylogs.core.constraints.Constraints.column_constraints">column_constraints</a></li>
 <li><a class="reference internal" href="#whylogs.core.constraints.Constraints.dataset_constraints">dataset_constraints</a></li>
diff --git a/api/whylogs/core/constraints/metric_constraints/index.html b/api/whylogs/core/constraints/metric_constraints/index.html
index 297dad87b4..50594e5bfb 100644
--- a/api/whylogs/core/constraints/metric_constraints/index.html
+++ b/api/whylogs/core/constraints/metric_constraints/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/dataset_profile/index.html b/api/whylogs/core/dataset_profile/index.html
index 49612eded9..d28b18ab5c 100644
--- a/api/whylogs/core/dataset_profile/index.html
+++ b/api/whylogs/core/dataset_profile/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
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 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/datatypes/index.html b/api/whylogs/core/datatypes/index.html
index d442dfe099..21732469b4 100644
--- a/api/whylogs/core/datatypes/index.html
+++ b/api/whylogs/core/datatypes/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
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 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/errors/index.html b/api/whylogs/core/errors/index.html
index d970e2a881..762040313a 100644
--- a/api/whylogs/core/errors/index.html
+++ b/api/whylogs/core/errors/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
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 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/feature_weights/index.html b/api/whylogs/core/feature_weights/index.html
index 293d376f7e..ac9582c1e5 100644
--- a/api/whylogs/core/feature_weights/index.html
+++ b/api/whylogs/core/feature_weights/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/index.html b/api/whylogs/core/index.html
index 823c2cc8c6..8c98162612 100644
--- a/api/whylogs/core/index.html
+++ b/api/whylogs/core/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
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 <li class="toctree-l4"><a class="reference internal" href="../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/input_resolver/index.html b/api/whylogs/core/input_resolver/index.html
index 37cf3cf71c..d3bc144b8d 100644
--- a/api/whylogs/core/input_resolver/index.html
+++ b/api/whylogs/core/input_resolver/index.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metadata/index.html b/api/whylogs/core/metadata/index.html
index 67ba42aab1..907e3f7df9 100644
--- a/api/whylogs/core/metadata/index.html
+++ b/api/whylogs/core/metadata/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metric_getters/index.html b/api/whylogs/core/metric_getters/index.html
index 927cae331f..d184c50c46 100644
--- a/api/whylogs/core/metric_getters/index.html
+++ b/api/whylogs/core/metric_getters/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/aggregators/index.html b/api/whylogs/core/metrics/aggregators/index.html
index 77ca46a838..142fc7d4a1 100644
--- a/api/whylogs/core/metrics/aggregators/index.html
+++ b/api/whylogs/core/metrics/aggregators/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
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 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/column_metrics/index.html b/api/whylogs/core/metrics/column_metrics/index.html
index 03c3d4fec3..e3ff064f39 100644
--- a/api/whylogs/core/metrics/column_metrics/index.html
+++ b/api/whylogs/core/metrics/column_metrics/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/compound_metric/index.html b/api/whylogs/core/metrics/compound_metric/index.html
index df01adeee6..67dd9ed491 100644
--- a/api/whylogs/core/metrics/compound_metric/index.html
+++ b/api/whylogs/core/metrics/compound_metric/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/condition_count_metric/index.html b/api/whylogs/core/metrics/condition_count_metric/index.html
index 1d19d3cb0e..43266da244 100644
--- a/api/whylogs/core/metrics/condition_count_metric/index.html
+++ b/api/whylogs/core/metrics/condition_count_metric/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/decorators/index.html b/api/whylogs/core/metrics/decorators/index.html
index 211ab45d8e..d0aa857f78 100644
--- a/api/whylogs/core/metrics/decorators/index.html
+++ b/api/whylogs/core/metrics/decorators/index.html
@@ -261,7 +261,6 @@
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/deserializers/index.html b/api/whylogs/core/metrics/deserializers/index.html
index 0f39b47f2d..7eeb6d4bf9 100644
--- a/api/whylogs/core/metrics/deserializers/index.html
+++ b/api/whylogs/core/metrics/deserializers/index.html
@@ -261,7 +261,6 @@
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 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/index.html b/api/whylogs/core/metrics/index.html
index 1fcb12458a..6a5d312058 100644
--- a/api/whylogs/core/metrics/index.html
+++ b/api/whylogs/core/metrics/index.html
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 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/maths/index.html b/api/whylogs/core/metrics/maths/index.html
index 9dd2250654..0afefa68ad 100644
--- a/api/whylogs/core/metrics/maths/index.html
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/metric_components/index.html b/api/whylogs/core/metrics/metric_components/index.html
index cd2c7dbdc1..cfcf17a684 100644
--- a/api/whylogs/core/metrics/metric_components/index.html
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/metrics/index.html b/api/whylogs/core/metrics/metrics/index.html
index b4285ebc25..96988189d5 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/multimetric/index.html b/api/whylogs/core/metrics/multimetric/index.html
index 98e3f388cc..8744263372 100644
--- a/api/whylogs/core/metrics/multimetric/index.html
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/metrics/serializers/index.html b/api/whylogs/core/metrics/serializers/index.html
index 61001c51e7..21f57c5cf4 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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index f0eb915f73..5520f1b3b5 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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index 01ef620fa7..001ab82ee3 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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index e8dbb634db..ca67e6c221 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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index e3265a87e7..e677af8564 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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index f7d296e52f..c3b917b1d4 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/projectors/index.html b/api/whylogs/core/projectors/index.html
index 5277c36815..05a9641503 100644
--- a/api/whylogs/core/projectors/index.html
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index 78d4989a92..328bb12151 100644
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-<meta property="og:description" content="Submodules: whylogs.core.validators.condition_validator, whylogs.core.validators.validator. Package Contents: Classes: Functions:" />
+<meta property="og:description" content="Submodules: whylogs.core.validators.condition_validator, whylogs.core.validators.validator. Package Contents: Classes:" />
   <link rel="index" title="Index" href="../../../../genindex.html" /><link rel="search" title="Search" href="../../../../search.html" /><link rel="next" title="whylogs.core.validators.condition_validator" href="condition_validator/index.html" /><link rel="prev" title="whylogs.core.proto.whylogs_messages_pb2" href="../proto/whylogs_messages_pb2/index.html" />
 
     <meta name="generator" content="sphinx-4.3.2, furo 2022.09.29"/>
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -483,35 +482,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headli
 </tbody>
 </table>
 </div>
-</section>
-<section id="functions">
-<h3>Functions<a class="headerlink" href="#functions" title="Permalink to this headline">#</a></h3>
-<div class="table-wrapper longtable docutils container">
-<table class="longtable docutils align-default">
-<colgroup>
-<col style="width: 10%" />
-<col style="width: 90%" />
-</colgroup>
-<tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#whylogs.core.validators.emit_usage" title="whylogs.core.validators.emit_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">emit_usage</span></code></a>(→ None)</p></td>
-<td><p></p></td>
-</tr>
-</tbody>
-</table>
-</div>
-<dl class="py function">
-<dt class="sig sig-object py" id="whylogs.core.validators.emit_usage">
-<span class="sig-prename descclassname"><span class="pre">whylogs.core.validators.</span></span><span class="sig-name descname"><span class="pre">emit_usage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)"><span class="pre">None</span></a></span></span><a class="reference internal" href="../../../../_modules/whylogs/api/usage_stats.html#emit_usage"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.validators.emit_usage" title="Permalink to this definition">#</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>event</strong> (<a class="reference external" href="https://docs.python.org/3.9/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) – </p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3.9/library/constants.html#None" title="(in Python v3.9)">None</a></p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py class">
 <dt class="sig sig-object py" id="whylogs.core.validators.ConditionValidator">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">whylogs.core.validators.</span></span><span class="sig-name descname"><span class="pre">ConditionValidator</span></span><a class="reference internal" href="../../../../_modules/whylogs/core/validators/condition_validator.html#ConditionValidator"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#whylogs.core.validators.ConditionValidator" title="Permalink to this definition">#</a></dt>
@@ -743,9 +713,7 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.core.validators</span></code></a><ul>
 <li><a class="reference internal" href="#submodules">Submodules</a></li>
 <li><a class="reference internal" href="#package-contents">Package Contents</a><ul>
-<li><a class="reference internal" href="#classes">Classes</a></li>
-<li><a class="reference internal" href="#functions">Functions</a><ul>
-<li><a class="reference internal" href="#whylogs.core.validators.emit_usage">emit_usage</a></li>
+<li><a class="reference internal" href="#classes">Classes</a><ul>
 <li><a class="reference internal" href="#whylogs.core.validators.ConditionValidator">ConditionValidator</a><ul>
 <li><a class="reference internal" href="#whylogs.core.validators.ConditionValidator.total">total</a></li>
 <li><a class="reference internal" href="#whylogs.core.validators.ConditionValidator.failures">failures</a></li>
diff --git a/api/whylogs/core/validators/validator/index.html b/api/whylogs/core/validators/validator/index.html
index 8e29ebd990..7f5ae4f24c 100644
--- a/api/whylogs/core/validators/validator/index.html
+++ b/api/whylogs/core/validators/validator/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/view/column_profile_view/index.html b/api/whylogs/core/view/column_profile_view/index.html
index 39083790c9..fb9058e837 100644
--- a/api/whylogs/core/view/column_profile_view/index.html
+++ b/api/whylogs/core/view/column_profile_view/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/view/dataset_profile_view/index.html b/api/whylogs/core/view/dataset_profile_view/index.html
index 532d481ab7..0502d3f089 100644
--- a/api/whylogs/core/view/dataset_profile_view/index.html
+++ b/api/whylogs/core/view/dataset_profile_view/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/view/index.html b/api/whylogs/core/view/index.html
index 582c0c405c..7ccfb6f1c6 100644
--- a/api/whylogs/core/view/index.html
+++ b/api/whylogs/core/view/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/core/view/segmented_dataset_profile_view/index.html b/api/whylogs/core/view/segmented_dataset_profile_view/index.html
index df5362b51f..fa3adbd113 100644
--- a/api/whylogs/core/view/segmented_dataset_profile_view/index.html
+++ b/api/whylogs/core/view/segmented_dataset_profile_view/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/base/index.html b/api/whylogs/datasets/base/index.html
index 35523a727e..559c946347 100644
--- a/api/whylogs/datasets/base/index.html
+++ b/api/whylogs/datasets/base/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/configs/index.html b/api/whylogs/datasets/configs/index.html
index f811d3a386..1f4416fdad 100644
--- a/api/whylogs/datasets/configs/index.html
+++ b/api/whylogs/datasets/configs/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/descr/index.html b/api/whylogs/datasets/descr/index.html
index 415857d8d3..3d11003291 100644
--- a/api/whylogs/datasets/descr/index.html
+++ b/api/whylogs/datasets/descr/index.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/ecommerce/index.html b/api/whylogs/datasets/ecommerce/index.html
index f31f472144..1266310883 100644
--- a/api/whylogs/datasets/ecommerce/index.html
+++ b/api/whylogs/datasets/ecommerce/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/employee/index.html b/api/whylogs/datasets/employee/index.html
index 384e12ec67..309c2c4e08 100644
--- a/api/whylogs/datasets/employee/index.html
+++ b/api/whylogs/datasets/employee/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/datasets/index.html b/api/whylogs/datasets/index.html
index d7527653fc..4d96b4f222 100644
--- a/api/whylogs/datasets/index.html
+++ b/api/whylogs/datasets/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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diff --git a/api/whylogs/datasets/weather/index.html b/api/whylogs/datasets/weather/index.html
index e68bd01d3a..a6fc0962be 100644
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diff --git a/api/whylogs/experimental/api/index.html b/api/whylogs/experimental/api/index.html
index f0a7a5a106..0e760f55d3 100644
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diff --git a/api/whylogs/experimental/api/logger/index.html b/api/whylogs/experimental/api/logger/index.html
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index 3fba215112..b800f0e374 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/core/validators/validator/index.html b/api/whylogs/experimental/core/validators/validator/index.html
index 713f6e8e3d..f949c7624c 100644
--- a/api/whylogs/experimental/core/validators/validator/index.html
+++ b/api/whylogs/experimental/core/validators/validator/index.html
@@ -261,7 +261,6 @@
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/extras/embedding_metric/index.html b/api/whylogs/experimental/extras/embedding_metric/index.html
index 61ee78d298..01ba4f4d06 100644
--- a/api/whylogs/experimental/extras/embedding_metric/index.html
+++ b/api/whylogs/experimental/extras/embedding_metric/index.html
@@ -261,7 +261,6 @@
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/extras/matrix_component/index.html b/api/whylogs/experimental/extras/matrix_component/index.html
index a999a9600f..1dc851ea6e 100644
--- a/api/whylogs/experimental/extras/matrix_component/index.html
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/extras/nlp_metric/index.html b/api/whylogs/experimental/extras/nlp_metric/index.html
index cea5cf96c6..1a3df39176 100644
--- a/api/whylogs/experimental/extras/nlp_metric/index.html
+++ b/api/whylogs/experimental/extras/nlp_metric/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/index.html b/api/whylogs/experimental/index.html
index e956b913eb..c6fe819bb6 100644
--- a/api/whylogs/experimental/index.html
+++ b/api/whylogs/experimental/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/performance_estimation/estimation_results/index.html b/api/whylogs/experimental/performance_estimation/estimation_results/index.html
index 137effc56b..7ed4b91a4f 100644
--- a/api/whylogs/experimental/performance_estimation/estimation_results/index.html
+++ b/api/whylogs/experimental/performance_estimation/estimation_results/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/performance_estimation/estimators/index.html b/api/whylogs/experimental/performance_estimation/estimators/index.html
index 510ebff73f..0376e96e6f 100644
--- a/api/whylogs/experimental/performance_estimation/estimators/index.html
+++ b/api/whylogs/experimental/performance_estimation/estimators/index.html
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/performance_estimation/index.html b/api/whylogs/experimental/performance_estimation/index.html
index fe7a3bc0a3..0c04d47f1e 100644
--- a/api/whylogs/experimental/performance_estimation/index.html
+++ b/api/whylogs/experimental/performance_estimation/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/experimental/preprocess/embeddings/selectors/index.html b/api/whylogs/experimental/preprocess/embeddings/selectors/index.html
index fcda558615..464d0b3b56 100644
--- a/api/whylogs/experimental/preprocess/embeddings/selectors/index.html
+++ b/api/whylogs/experimental/preprocess/embeddings/selectors/index.html
@@ -261,7 +261,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/extras/image_metric/index.html b/api/whylogs/extras/image_metric/index.html
index 05293271ae..3a8fd4f024 100644
--- a/api/whylogs/extras/image_metric/index.html
+++ b/api/whylogs/extras/image_metric/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/index.html b/api/whylogs/index.html
index 148a40177a..1a700a994e 100644
--- a/api/whylogs/index.html
+++ b/api/whylogs/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -505,7 +504,6 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toctree-l3"><a class="reference internal" href="api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><ul>
 <li class="toctree-l3"><a class="reference internal" href="api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/migration/converters/index.html b/api/whylogs/migration/converters/index.html
index 17865681f8..116d470963 100644
--- a/api/whylogs/migration/converters/index.html
+++ b/api/whylogs/migration/converters/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/migration/index.html b/api/whylogs/migration/index.html
index 939b0caa3c..4d8311fbc6 100644
--- a/api/whylogs/migration/index.html
+++ b/api/whylogs/migration/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
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index 283aa53f7f..1046045b7b 100644
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/api/whylogs/viz/notebook_profile_viz/index.html b/api/whylogs/viz/notebook_profile_viz/index.html
index fe6906ab9a..715b7fc597 100644
--- a/api/whylogs/viz/notebook_profile_viz/index.html
+++ b/api/whylogs/viz/notebook_profile_viz/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/customize_loggers.html b/customize_loggers.html
index 441aa4aafd..faf402198f 100644
--- a/customize_loggers.html
+++ b/customize_loggers.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/datasets.html b/datasets.html
index 17c39ddd60..29379cfbdd 100644
--- a/datasets.html
+++ b/datasets.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/datasets/ecommerce.html b/datasets/ecommerce.html
index d7abcdada8..e616e8979c 100644
--- a/datasets/ecommerce.html
+++ b/datasets/ecommerce.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/datasets/employee.html b/datasets/employee.html
index 337a69f1a6..d349970b23 100644
--- a/datasets/employee.html
+++ b/datasets/employee.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/datasets/weather.html b/datasets/weather.html
index 4599af6033..a07dcc975d 100644
--- a/datasets/weather.html
+++ b/datasets/weather.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples.html b/examples.html
index 3268297778..c7cd8842e1 100644
--- a/examples.html
+++ b/examples.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/README.html b/examples/README.html
index 2be6fbb9b7..dc8e41fe5a 100644
--- a/examples/README.html
+++ b/examples/README.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Basics_of_Custom_Performance_Metrics.html b/examples/advanced/Basics_of_Custom_Performance_Metrics.html
index e0ab8e610c..5cb3aff71b 100644
--- a/examples/advanced/Basics_of_Custom_Performance_Metrics.html
+++ b/examples/advanced/Basics_of_Custom_Performance_Metrics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Condition_Count_Metrics.html b/examples/advanced/Condition_Count_Metrics.html
index 2488877135..dd2ccabccb 100644
--- a/examples/advanced/Condition_Count_Metrics.html
+++ b/examples/advanced/Condition_Count_Metrics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Condition_Validators.html b/examples/advanced/Condition_Validators.html
index 0db711ad29..0eff8a0dcb 100644
--- a/examples/advanced/Condition_Validators.html
+++ b/examples/advanced/Condition_Validators.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Custom_Metrics.html b/examples/advanced/Custom_Metrics.html
index ddbbec2c41..15707f177c 100644
--- a/examples/advanced/Custom_Metrics.html
+++ b/examples/advanced/Custom_Metrics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Drift_Algorithm_Configuration.html b/examples/advanced/Drift_Algorithm_Configuration.html
index ee7810f3d8..6c3d7b602a 100644
--- a/examples/advanced/Drift_Algorithm_Configuration.html
+++ b/examples/advanced/Drift_Algorithm_Configuration.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Image_Logging.html b/examples/advanced/Image_Logging.html
index ff22ef010b..ed5c5e1746 100644
--- a/examples/advanced/Image_Logging.html
+++ b/examples/advanced/Image_Logging.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Image_Logging_Udf_Metric.html b/examples/advanced/Image_Logging_Udf_Metric.html
index 503ddea1c0..7a5656a7a7 100644
--- a/examples/advanced/Image_Logging_Udf_Metric.html
+++ b/examples/advanced/Image_Logging_Udf_Metric.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Log_Rotation_for_Streaming_Data/Streaming_Data_with_Log_Rotation.html b/examples/advanced/Log_Rotation_for_Streaming_Data/Streaming_Data_with_Log_Rotation.html
index db8bbc2d2f..67a0e84834 100644
--- a/examples/advanced/Log_Rotation_for_Streaming_Data/Streaming_Data_with_Log_Rotation.html
+++ b/examples/advanced/Log_Rotation_for_Streaming_Data/Streaming_Data_with_Log_Rotation.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Metric_Constraints.html b/examples/advanced/Metric_Constraints.html
index cdd4fa6e48..b46d52e185 100644
--- a/examples/advanced/Metric_Constraints.html
+++ b/examples/advanced/Metric_Constraints.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Metric_Constraints_with_Condition_Count_Metrics.html b/examples/advanced/Metric_Constraints_with_Condition_Count_Metrics.html
index 22aa8f80ba..f7287f48fa 100644
--- a/examples/advanced/Metric_Constraints_with_Condition_Count_Metrics.html
+++ b/examples/advanced/Metric_Constraints_with_Condition_Count_Metrics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Profile_Store/LocalStore/LocalStore_with_Constraints.html b/examples/advanced/Profile_Store/LocalStore/LocalStore_with_Constraints.html
index 7bd0daab40..93368fcaab 100644
--- a/examples/advanced/Profile_Store/LocalStore/LocalStore_with_Constraints.html
+++ b/examples/advanced/Profile_Store/LocalStore/LocalStore_with_Constraints.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Segments.html b/examples/advanced/Segments.html
index 2e7a6ae6b2..5aeb389239 100644
--- a/examples/advanced/Segments.html
+++ b/examples/advanced/Segments.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/String_Tracking.html b/examples/advanced/String_Tracking.html
index 5cef8f8b97..2809bfbd7a 100644
--- a/examples/advanced/String_Tracking.html
+++ b/examples/advanced/String_Tracking.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/Transaction_Examples.html b/examples/advanced/Transaction_Examples.html
index 6d70ef889a..80a7c2089c 100644
--- a/examples/advanced/Transaction_Examples.html
+++ b/examples/advanced/Transaction_Examples.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/advanced/converting_v0_to_v1.html b/examples/advanced/converting_v0_to_v1.html
index d083481b7f..2fcfa5700e 100644
--- a/examples/advanced/converting_v0_to_v1.html
+++ b/examples/advanced/converting_v0_to_v1.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Constraints_Suite.html b/examples/basic/Constraints_Suite.html
index 015a50ad6e..811b60f4f2 100644
--- a/examples/basic/Constraints_Suite.html
+++ b/examples/basic/Constraints_Suite.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Getting_Started.html b/examples/basic/Getting_Started.html
index f72d088f3f..c9c9515220 100644
--- a/examples/basic/Getting_Started.html
+++ b/examples/basic/Getting_Started.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Getting_Started_with_UDFs.html b/examples/basic/Getting_Started_with_UDFs.html
index 27d6627772..bae7cc0d6e 100644
--- a/examples/basic/Getting_Started_with_UDFs.html
+++ b/examples/basic/Getting_Started_with_UDFs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Inspecting_Profiles.html b/examples/basic/Inspecting_Profiles.html
index f71650eef0..5aa11cc6ad 100644
--- a/examples/basic/Inspecting_Profiles.html
+++ b/examples/basic/Inspecting_Profiles.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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diff --git a/examples/basic/Logging_Different_Data.html b/examples/basic/Logging_Different_Data.html
index 89256789ef..351d4126fc 100644
--- a/examples/basic/Logging_Different_Data.html
+++ b/examples/basic/Logging_Different_Data.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Merging_Profiles.html b/examples/basic/Merging_Profiles.html
index 26812588fd..65393f4016 100644
--- a/examples/basic/Merging_Profiles.html
+++ b/examples/basic/Merging_Profiles.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Notebook_Profile_Visualizer.html b/examples/basic/Notebook_Profile_Visualizer.html
index c2242e1b3e..a864c302c7 100644
--- a/examples/basic/Notebook_Profile_Visualizer.html
+++ b/examples/basic/Notebook_Profile_Visualizer.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/basic/Schema_Configuration.html b/examples/basic/Schema_Configuration.html
index c50aecabdd..085dd9d5f5 100644
--- a/examples/basic/Schema_Configuration.html
+++ b/examples/basic/Schema_Configuration.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/benchmarks/KS_Profiling.html b/examples/benchmarks/KS_Profiling.html
index 8f771df38e..be9f1d46c6 100644
--- a/examples/benchmarks/KS_Profiling.html
+++ b/examples/benchmarks/KS_Profiling.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/datasets/ecommerce.html b/examples/datasets/ecommerce.html
index 5d4432480c..2632e043a7 100644
--- a/examples/datasets/ecommerce.html
+++ b/examples/datasets/ecommerce.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/datasets/employee.html b/examples/datasets/employee.html
index 6ffcee7f79..35951442a9 100644
--- a/examples/datasets/employee.html
+++ b/examples/datasets/employee.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/datasets/weather.html b/examples/datasets/weather.html
index e1694ecfbd..5df18123fe 100644
--- a/examples/datasets/weather.html
+++ b/examples/datasets/weather.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/Condition_Validator_UDF.html b/examples/experimental/Condition_Validator_UDF.html
index a991e6c2f3..66927e7fb1 100644
--- a/examples/experimental/Condition_Validator_UDF.html
+++ b/examples/experimental/Condition_Validator_UDF.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/Logging_with_Debug_Events.html b/examples/experimental/Logging_with_Debug_Events.html
index 8ea657df1a..99769ad7e2 100644
--- a/examples/experimental/Logging_with_Debug_Events.html
+++ b/examples/experimental/Logging_with_Debug_Events.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/NLP_Summarization.html b/examples/experimental/NLP_Summarization.html
index 53fbba8e63..a05b202978 100644
--- a/examples/experimental/NLP_Summarization.html
+++ b/examples/experimental/NLP_Summarization.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/Writing_Ranking_Performance_Metrics_to_WhyLabs.html b/examples/experimental/Writing_Ranking_Performance_Metrics_to_WhyLabs.html
index 8c2fc59fd2..acda078164 100644
--- a/examples/experimental/Writing_Ranking_Performance_Metrics_to_WhyLabs.html
+++ b/examples/experimental/Writing_Ranking_Performance_Metrics_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/embeddings/Embeddings_Distance_Logging.html b/examples/experimental/embeddings/Embeddings_Distance_Logging.html
index 0cbbe2fac5..a9e73b8b63 100644
--- a/examples/experimental/embeddings/Embeddings_Distance_Logging.html
+++ b/examples/experimental/embeddings/Embeddings_Distance_Logging.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/performance_estimation.html b/examples/experimental/performance_estimation.html
index 0848b4e4f6..a92c97beee 100644
--- a/examples/experimental/performance_estimation.html
+++ b/examples/experimental/performance_estimation.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/whylogs_Audio_examples.html b/examples/experimental/whylogs_Audio_examples.html
index c7093ab1b7..cb3228488a 100644
--- a/examples/experimental/whylogs_Audio_examples.html
+++ b/examples/experimental/whylogs_Audio_examples.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/experimental/whylogs_UDF_examples.html b/examples/experimental/whylogs_UDF_examples.html
index 59f17712fd..29c28d56b9 100644
--- a/examples/experimental/whylogs_UDF_examples.html
+++ b/examples/experimental/whylogs_UDF_examples.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/BigQuery_Example.html b/examples/integrations/BigQuery_Example.html
index 5bb1184447..e77d97337f 100644
--- a/examples/integrations/BigQuery_Example.html
+++ b/examples/integrations/BigQuery_Example.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Dask_Profiling.html b/examples/integrations/Dask_Profiling.html
index fbec4ff0d0..9a49b5f46e 100644
--- a/examples/integrations/Dask_Profiling.html
+++ b/examples/integrations/Dask_Profiling.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Feature_Stores_and_whylogs.html b/examples/integrations/Feature_Stores_and_whylogs.html
index 05dab0e07e..2bd9bc7bc9 100644
--- a/examples/integrations/Feature_Stores_and_whylogs.html
+++ b/examples/integrations/Feature_Stores_and_whylogs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Fugue_Profiling.html b/examples/integrations/Fugue_Profiling.html
index 1f00d02d87..ec10156831 100644
--- a/examples/integrations/Fugue_Profiling.html
+++ b/examples/integrations/Fugue_Profiling.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Guest Session.html b/examples/integrations/Guest Session.html
index ab8463dbed..f1abe37b44 100644
--- a/examples/integrations/Guest Session.html	
+++ b/examples/integrations/Guest Session.html	
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Mlflow_Logging.html b/examples/integrations/Mlflow_Logging.html
index b90719808d..50d75e7ea7 100644
--- a/examples/integrations/Mlflow_Logging.html
+++ b/examples/integrations/Mlflow_Logging.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/Pyspark_Profiling.html b/examples/integrations/Pyspark_Profiling.html
index 807c71221f..feb06e4f35 100644
--- a/examples/integrations/Pyspark_Profiling.html
+++ b/examples/integrations/Pyspark_Profiling.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/bentoml/README.html b/examples/integrations/bentoml/README.html
index fa784ba545..19ddb096ce 100644
--- a/examples/integrations/bentoml/README.html
+++ b/examples/integrations/bentoml/README.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/bentoml/requirements.html b/examples/integrations/bentoml/requirements.html
index 3852b2a27e..4c224d986f 100644
--- a/examples/integrations/bentoml/requirements.html
+++ b/examples/integrations/bentoml/requirements.html
@@ -261,7 +261,6 @@
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/fastapi/README.html b/examples/integrations/fastapi/README.html
index 147f268134..cce8dffd6d 100644
--- a/examples/integrations/fastapi/README.html
+++ b/examples/integrations/fastapi/README.html
@@ -261,7 +261,6 @@
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/fastapi/requirements.html b/examples/integrations/fastapi/requirements.html
index e33a4999d7..c4adaa06d3 100644
--- a/examples/integrations/fastapi/requirements.html
+++ b/examples/integrations/fastapi/requirements.html
@@ -261,7 +261,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/flask_streaming/flask_with_whylogs.html b/examples/integrations/flask_streaming/flask_with_whylogs.html
index d18d8bc9d4..76a95d6362 100644
--- a/examples/integrations/flask_streaming/flask_with_whylogs.html
+++ b/examples/integrations/flask_streaming/flask_with_whylogs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/flask_streaming/requirements.html b/examples/integrations/flask_streaming/requirements.html
index fcc9a5fee5..ed5297581a 100644
--- a/examples/integrations/flask_streaming/requirements.html
+++ b/examples/integrations/flask_streaming/requirements.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/kafka-example/Kafka_Example.html b/examples/integrations/kafka-example/Kafka_Example.html
index e5d677fbf0..006ba876df 100644
--- a/examples/integrations/kafka-example/Kafka_Example.html
+++ b/examples/integrations/kafka-example/Kafka_Example.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
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 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/sagemaker_whylabs_example/README.html b/examples/integrations/sagemaker_whylabs_example/README.html
index f3f14b4d96..0b72c4ffdf 100644
--- a/examples/integrations/sagemaker_whylabs_example/README.html
+++ b/examples/integrations/sagemaker_whylabs_example/README.html
@@ -261,7 +261,6 @@
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-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/sagemaker_whylabs_example/WhyLabs_Sagemaker-PyTorch.html b/examples/integrations/sagemaker_whylabs_example/WhyLabs_Sagemaker-PyTorch.html
index 1f0c546217..9e1a3d30ca 100644
--- a/examples/integrations/sagemaker_whylabs_example/WhyLabs_Sagemaker-PyTorch.html
+++ b/examples/integrations/sagemaker_whylabs_example/WhyLabs_Sagemaker-PyTorch.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Getting_Started_with_WhyLabsV1.html b/examples/integrations/writers/Getting_Started_with_WhyLabsV1.html
index 0f17bafb22..0089dc04ff 100644
--- a/examples/integrations/writers/Getting_Started_with_WhyLabsV1.html
+++ b/examples/integrations/writers/Getting_Started_with_WhyLabsV1.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_Classification_Performance_Metrics_to_WhyLabs.html b/examples/integrations/writers/Writing_Classification_Performance_Metrics_to_WhyLabs.html
index d5ca8bc51b..77fda13954 100644
--- a/examples/integrations/writers/Writing_Classification_Performance_Metrics_to_WhyLabs.html
+++ b/examples/integrations/writers/Writing_Classification_Performance_Metrics_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_Feature_Weights_to_WhyLabs.html b/examples/integrations/writers/Writing_Feature_Weights_to_WhyLabs.html
index b8157a9b4b..c265154df8 100644
--- a/examples/integrations/writers/Writing_Feature_Weights_to_WhyLabs.html
+++ b/examples/integrations/writers/Writing_Feature_Weights_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_Profiles.html b/examples/integrations/writers/Writing_Profiles.html
index adfb4baca6..a5d518cc1c 100644
--- a/examples/integrations/writers/Writing_Profiles.html
+++ b/examples/integrations/writers/Writing_Profiles.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
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 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_Reference_Profiles_to_WhyLabs.html b/examples/integrations/writers/Writing_Reference_Profiles_to_WhyLabs.html
index 5e4e5160d9..0236146600 100644
--- a/examples/integrations/writers/Writing_Reference_Profiles_to_WhyLabs.html
+++ b/examples/integrations/writers/Writing_Reference_Profiles_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_Regression_Performance_Metrics_to_WhyLabs.html b/examples/integrations/writers/Writing_Regression_Performance_Metrics_to_WhyLabs.html
index 1abcb809c2..db56ff4f58 100644
--- a/examples/integrations/writers/Writing_Regression_Performance_Metrics_to_WhyLabs.html
+++ b/examples/integrations/writers/Writing_Regression_Performance_Metrics_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/integrations/writers/Writing_to_WhyLabs.html b/examples/integrations/writers/Writing_to_WhyLabs.html
index c4333541d6..89096c2d3e 100644
--- a/examples/integrations/writers/Writing_to_WhyLabs.html
+++ b/examples/integrations/writers/Writing_to_WhyLabs.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/tutorials/Data_Validation_Tutorial.html b/examples/tutorials/Data_Validation_Tutorial.html
index 26cafe1f96..142cd99eaa 100644
--- a/examples/tutorials/Data_Validation_Tutorial.html
+++ b/examples/tutorials/Data_Validation_Tutorial.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/tutorials/Monitoring_Embeddings.html b/examples/tutorials/Monitoring_Embeddings.html
index ba8f6e650a..ce776ae154 100644
--- a/examples/tutorials/Monitoring_Embeddings.html
+++ b/examples/tutorials/Monitoring_Embeddings.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/examples/tutorials/Pyspark_and_Constraints.html b/examples/tutorials/Pyspark_and_Constraints.html
index c52b5fd19d..71aa3a0504 100644
--- a/examples/tutorials/Pyspark_and_Constraints.html
+++ b/examples/tutorials/Pyspark_and_Constraints.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/features/data_validation.html b/features/data_validation.html
index e3f2a3dbe8..c829bf6693 100644
--- a/features/data_validation.html
+++ b/features/data_validation.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/features/mergability.html b/features/mergability.html
index c373f99d93..81403392b0 100644
--- a/features/mergability.html
+++ b/features/mergability.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/features/profiling.html b/features/profiling.html
index 6c4ca835b9..88ce07795a 100644
--- a/features/profiling.html
+++ b/features/profiling.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/features/writing.html b/features/writing.html
index a0ffe115cf..51cc05959c 100644
--- a/features/writing.html
+++ b/features/writing.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/genindex.html b/genindex.html
index b614c0e3d6..a3ae8beb33 100644
--- a/genindex.html
+++ b/genindex.html
@@ -251,7 +251,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -641,8 +640,6 @@ <h2>A</h2>
         <li><a href="api/whylogs/api/whylabs/session/config/index.html#whylogs.api.whylabs.session.config.InitConfig.allow_local">allow_local (whylogs.api.whylabs.session.config.InitConfig attribute)</a>
 </li>
         <li><a href="api/whylogs/extras/image_metric/index.html#whylogs.extras.image_metric.ImageMetricConfig.allowed_exif_tags">allowed_exif_tags (whylogs.extras.image_metric.ImageMetricConfig attribute)</a>
-</li>
-        <li><a href="api/whylogs/api/usage_stats/index.html#whylogs.api.usage_stats.ANALYTICS_OPT_OUT">ANALYTICS_OPT_OUT (in module whylogs.api.usage_stats)</a>
 </li>
         <li><a href="api/whylogs/core/index.html#whylogs.core.Predicate.and_">and_() (whylogs.core.Predicate method)</a>
 
@@ -2236,20 +2233,6 @@ <h2>E</h2>
         </ul></li>
         <li><a href="api/whylogs/api/logger/experimental/logger/actor/process_rolling_logger_messages/index.html#whylogs.api.logger.experimental.logger.actor.process_rolling_logger_messages.LogEmbeddingRequestDict.embeddings">embeddings (whylogs.api.logger.experimental.logger.actor.process_rolling_logger_messages.LogEmbeddingRequestDict attribute)</a>
 </li>
-        <li><a href="api/whylogs/api/fugue/index.html#whylogs.api.fugue.emit_usage">emit_usage() (in module whylogs.api.fugue)</a>
-
-        <ul>
-          <li><a href="api/whylogs/api/logger/index.html#whylogs.api.logger.emit_usage">(in module whylogs.api.logger)</a>
-</li>
-          <li><a href="api/whylogs/api/usage_stats/index.html#whylogs.api.usage_stats.emit_usage">(in module whylogs.api.usage_stats)</a>
-</li>
-          <li><a href="api/whylogs/core/constraints/index.html#whylogs.core.constraints.emit_usage">(in module whylogs.core.constraints)</a>
-</li>
-          <li><a href="api/whylogs/core/constraints/factories/index.html#whylogs.core.constraints.factories.emit_usage">(in module whylogs.core.constraints.factories)</a>
-</li>
-          <li><a href="api/whylogs/core/validators/index.html#whylogs.core.validators.emit_usage">(in module whylogs.core.validators)</a>
-</li>
-        </ul></li>
         <li><a href="api/whylogs/datasets/index.html#whylogs.datasets.Employee">Employee (class in whylogs.datasets)</a>
 
         <ul>
@@ -2324,8 +2307,6 @@ <h2>E</h2>
 </li>
         <li><a href="api/whylogs/core/errors/index.html#whylogs.core.errors.Error.args">Error.args (class in whylogs.core.errors)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="api/whylogs/core/relations/index.html#whylogs.core.relations.escape">escape() (in module whylogs.core.relations)</a>
 </li>
         <li><a href="api/whylogs/core/metrics/metrics/index.html#whylogs.core.metrics.metrics.FrequentItem.est">est (whylogs.core.metrics.metrics.FrequentItem attribute)</a>
@@ -2336,6 +2317,8 @@ <h2>E</h2>
           <li><a href="api/whylogs/core/metrics/metrics/index.html#whylogs.core.metrics.metrics.CardinalityMetric.estimate">(whylogs.core.metrics.metrics.CardinalityMetric property)</a>
 </li>
         </ul></li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="api/whylogs/experimental/performance_estimation/estimators/index.html#whylogs.experimental.performance_estimation.estimators.AccuracyEstimator.estimate">estimate() (whylogs.experimental.performance_estimation.estimators.AccuracyEstimator method)</a>
 
         <ul>
@@ -4302,8 +4285,6 @@ <h2>L</h2>
           <li><a href="api/whylogs/api/store/local_store/index.html#whylogs.api.store.local_store.logger">(in module whylogs.api.store.local_store)</a>
 </li>
           <li><a href="api/whylogs/api/store/sqlite_store/index.html#whylogs.api.store.sqlite_store.logger">(in module whylogs.api.store.sqlite_store)</a>
-</li>
-          <li><a href="api/whylogs/api/usage_stats/index.html#whylogs.api.usage_stats.logger">(in module whylogs.api.usage_stats)</a>
 </li>
           <li><a href="api/whylogs/api/whylabs/session/session/index.html#whylogs.api.whylabs.session.session.logger">(in module whylogs.api.whylabs.session.session)</a>
 </li>
@@ -5117,8 +5098,6 @@ <h2>M</h2>
           <li><a href="api/whylogs/api/store/query/index.html#module-whylogs.api.store.query">whylogs.api.store.query</a>
 </li>
           <li><a href="api/whylogs/api/store/sqlite_store/index.html#module-whylogs.api.store.sqlite_store">whylogs.api.store.sqlite_store</a>
-</li>
-          <li><a href="api/whylogs/api/usage_stats/index.html#module-whylogs.api.usage_stats">whylogs.api.usage_stats</a>
 </li>
           <li><a href="api/whylogs/api/whylabs/index.html#module-whylogs.api.whylabs">whylogs.api.whylabs</a>
 </li>
@@ -8872,13 +8851,6 @@ <h2>W</h2>
 
         <ul>
           <li><a href="api/whylogs/api/store/sqlite_store/index.html#module-whylogs.api.store.sqlite_store">module</a>
-</li>
-        </ul></li>
-        <li>
-    whylogs.api.usage_stats
-
-        <ul>
-          <li><a href="api/whylogs/api/usage_stats/index.html#module-whylogs.api.usage_stats">module</a>
 </li>
         </ul></li>
         <li>
@@ -9343,8 +9315,6 @@ <h2>W</h2>
           <li><a href="api/whylogs/core/predicate_parser/index.html#module-whylogs.core.predicate_parser">module</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li>
     whylogs.core.preprocessing
 
@@ -9352,6 +9322,8 @@ <h2>W</h2>
           <li><a href="api/whylogs/core/preprocessing/index.html#module-whylogs.core.preprocessing">module</a>
 </li>
         </ul></li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li>
     whylogs.core.projectors
 
diff --git a/glossary.html b/glossary.html
index a08bd6c707..a297b99bfc 100644
--- a/glossary.html
+++ b/glossary.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/index.html b/index.html
index b4f2491bec..fe27d6288c 100644
--- a/index.html
+++ b/index.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/migration/basics.html b/migration/basics.html
index f518db1904..9f02471b6d 100644
--- a/migration/basics.html
+++ b/migration/basics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/migration/configurations.html b/migration/configurations.html
index 4892d73b8e..2573decba7 100644
--- a/migration/configurations.html
+++ b/migration/configurations.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/migration/format.html b/migration/format.html
index 0f3a85390b..b7d6b429cb 100644
--- a/migration/format.html
+++ b/migration/format.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/migration/log_rotation.html b/migration/log_rotation.html
index 828c84b8a3..b35ef6f05c 100644
--- a/migration/log_rotation.html
+++ b/migration/log_rotation.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/objects.inv b/objects.inv
index 125cc16d8c..4de5165458 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/py-modindex.html b/py-modindex.html
index b63e5bd6e5..061fd06b4d 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -251,7 +251,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
@@ -724,12 +723,6 @@ <h1>Python Module Index</h1>
         <a href="api/whylogs/api/store/sqlite_store/index.html#module-whylogs.api.store.sqlite_store"><code class="xref">whylogs.api.store.sqlite_store</code></a></td><td>
     <em></em></td>
   </tr>
-  <tr class="cg-1">
-    <td></td>
-    <td>&#160;&#160;&#160;
-        <a href="api/whylogs/api/usage_stats/index.html#module-whylogs.api.usage_stats"><code class="xref">whylogs.api.usage_stats</code></a></td><td>
-    <em></em></td>
-  </tr>
   <tr class="cg-1">
     <td></td>
     <td>&#160;&#160;&#160;
diff --git a/search.html b/search.html
index 68ce6f5fc9..741dc811dd 100644
--- a/search.html
+++ b/search.html
@@ -250,7 +250,6 @@
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/searchindex.js b/searchindex.js
index 9e0c76ffb0..2751abc5d2 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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53,59,133,136,137,138,139,163,168,189,190,193,195,197,200,206,211,217,240,241,243,244,246,247,249,253,254],FOR:260,For:[18,19,23,24,26,27,29,32,48,53,62,65,75,79,81,100,102,106,122,138,139,149,150,168,189,192,193,195,196,197,198,199,200,202,203,205,208,209,210,211,212,213,214,217,219,220,221,222,225,226,228,229,230,234,236,238,240,242,243,244,245,246,247,248,249,252,254,255,259,260],IN:[115,116],IS:260,If:[5,10,16,18,19,23,24,26,40,41,46,53,54,57,58,60,61,62,63,64,65,66,67,68,69,75,79,81,86,90,97,112,121,126,127,130,133,136,137,138,139,141,149,150,154,156,162,163,168,178,179,180,186,187,188,189,190,191,192,193,195,196,197,198,199,200,201,202,203,206,208,209,210,211,212,213,214,216,218,219,220,222,223,224,225,226,228,229,230,232,234,236,240,241,242,243,244,245,246,247,248,251,254,255,259,260,261],In:[5,19,26,39,40,41,57,61,90,122,130,141,163,183,186,187,189,190,192,193,195,196,197,198,199,200,201,203,204,205,206,208,209,210,211,214,215,216,217,218,219,220,222,223,225,226,228,229,230,232,236,238,239,240,241,242,243,244,245,246,247,248,249,253,254,255,256,259,260],Is:[220,229,230],It:[13,15,17,18,19,22,23,24,39,54,61,96,104,154,162,183,184,189,190,195,198,199,200,207,208,209,212,213,217,218,220,222,225,226,229,230,232,234,239,240,246,248,249,254],Its:[10,15,22,23,208],NOT:[190,226],No:[46,53,163,190,209,210,215,218,221,225,226,256],Not:[90,120,141,189,190,198,218,238,260],OF:[254,260],OR:260,Of:249,On:[90,122,195],One:[23,192,218,220,228,230,241,254,255],Or:[197,204,229,242,246,249],Such:103,TO:189,That:[19,23,189,190,199,200,203,204,206,209,210,216,220,225,229,241,246,247],The:[10,13,15,17,18,19,22,23,24,26,27,29,30,32,39,40,41,46,47,52,53,54,56,59,61,62,65,75,84,85,86,90,96,97,100,101,102,104,106,112,120,122,126,127,130,133,138,139,141,149,150,154,155,158,159,162,163,168,169,171,178,179,180,182,183,184,185,188,189,190,191,192,193,195,196,197,198,199,200,201,202,203,208,209,210,211,212,213,214,216,217,218,221,222,223,224,226,229,230,232,234,238,239,241,242,243,246,247,249,251,253,254,255,260],Then:[197,198,199,203,210,218,220,223,224,232,234,238,246],There:[17,18,46,53,163,183,189,191,195,199,204,207,208,210,216,218,221,222,225,230,232,234,237,239,241,246,249,254],These:[19,89,90,101,130,131,132,146,163,174,175,176,177,178,179,183,184,185,186,187,189,190,193,195,204,210,212,213,214,219,221,222,234,238,246,249,251,254],To:[40,41,75,186,187,190,192,193,195,197,198,200,202,203,204,205,209,210,211,212,213,214,215,219,220,221,223,224,225,230,232,236,239,240,242,244,245,246,247,248,249,254,259,260],Will:133,With:[130,163,189,190,192,198,199,204,209,212,213,214,216,220,223,224,230,236,241,246,247,249,251,254,259],_:[26,27,32,97,100,189,190,191,198,214,220,221,222,225,229,238],__call__:229,__getitem__:[48,102,130,229],__init__:[96,104,154,162,195,217,225],__int__:75,__package__:[72,163],__str__:130,__traceback__:[47,65,85,88],__version__:[202,225],__whylogs_df_profile_view:[3,226],_aggreg:94,_blank:239,_column:211,_compute_ks_test_p_valu:211,_current_profil:217,_deseri:99,_distanc:219,_get_matching_profil:217,_getexif:193,_if:[136,137,138,139],_image_hsv_channel:162,_jc:229,_jdf:229,_metric:211,_privat:191,_sampl:215,_sampler:215,_schema:217,_speaker_samplenum:221,_stats_properti:162,_success:226,_timeout_second:[62,63,64,65,66,67,68],_type_:211,_writabl:[5,26,28,57,58,59,60,61,62,63,64,66,67,68,69,86,89,90,130,131,132,141,146,158,163,176],a003:226,a0eb:198,a0f9:198,a396:198,a785:198,a934:198,ab:[130,211],abc:[5,9,26,27,28,32,36,37,38,40,42,44,52,56,58,60,69,87,90,93,95,96,98,100,103,104,105,120,121,127,128,133,159,161,162,163,168,176],abil:[198,208,228,230],abl:[18,40,41,46,53,163,190,196,199,202,209,219,222,223,228,234,240,241,242,243,244,246,247,254,255],abort_transact:[62,65],about:[10,21,23,84,85,101,133,163,183,184,185,190,193,195,197,198,206,210,212,213,214,218,220,223,225,226,230,232,234,238,240,242,244,246,247,249,251,254,255,259,261],abov:[40,41,57,61,79,81,185,190,193,195,196,199,200,203,206,207,208,209,210,211,216,220,222,229,234,236,239,243,246,249,260],absolut:[185,211,244],absolute_humid:[185,214],ac0d:216,ac4:198,acc:[19,220],acc_:220,acccuracyestim:220,accept:[9,17,18,22,23,57,58,59,60,61,62,63,64,66,67,68,69,197,203,209,222,232,246,260],access:[39,61,190,197,199,209,212,213,214,215,220,222,223,225,230,232,239,242,245,246,247,248,249,254],accord:[23,57,58,60,61,62,63,64,66,67,68,69,130,133,137,138,186,187,199,200,203,204,206,210,211,218,220,222,225,226,230,232,240,244,247,253,255],account:[46,53,163,188,189,190,191,192,193,194,195,196,199,200,203,204,205,206,207,208,209,210,211,212,213,214,215,217,218,219,220,221,223,224,225,228,229,234,236,238,240,241,242,243,244,245,246,247,248],accumul:[9,185,238],accur:[220,229,246,249,251,254],accuraci:[158,159,186,187,188,240,247],accuracy_k_3:218,accuracyestim:[159,220],acid:[209,229],across:[15,114,115,138,139,185,186,187,199,204,208,211,214,219,244,254],act:260,action:[10,18,23,97,126,127,128,151,152,186,187,198,215,224],activ:[15,22,23,62,63,64,65,66,67,68,238],actor:238,actual:[5,10,18,26,141,163,190,195,197,198,206,220,230,234,238,242],ad:[21,178,179,180,189,192,194,210,219,222,234,241,246,248,249],adapt:[225,248],add5:[149,150,215],add:[5,23,26,28,107,110,121,141,163,178,179,180,188,195,196,197,200,205,209,210,211,217,222,225,230,232,238,240,244,246,254,258,260],add_condit:[97,100],add_condition_count_metr:[197,248],add_constraint:[84,85,196,197,198,203,223,246,248,249,254],add_dataset_metr:[26,86,90],add_drift_config:[178,179,180,192],add_metadata_to_field:[26,90,108,109],add_metr:[5,26,28,73,86,90,141,163],add_metrics_for_seg:[26,28,141],add_model_performance_metr:[5,26,28,86,90,130,131,141,146,163],add_random_column_outli:234,add_resolv:[121,122,150,210],add_resolver_spec:[97,100,122,150,189,197,246,248],addendum:260,addfil:[229,248],addit:[5,26,62,63,64,65,66,67,68,90,122,138,139,141,150,163,183,184,185,192,197,199,200,209,210,211,212,213,214,216,230,232,238,240,241,244,246,249,253,254,255,260],addition:[197,216,220,240,244,246,249],additionalmessag:18,additon:149,address:[97,100,190,248],aditya:220,adjac:185,adjust:246,adk:200,administr:213,adn:[186,187],adult_income_m:227,advanc:[219,248],advantag:[228,254,255],advantagv:222,advis:260,advisor:213,af:221,af_inet:242,affect:[15,210,211,219,220,225,239],afford:232,after:[15,17,18,22,23,24,46,53,130,163,179,180,195,198,199,203,225,227,229,230,240,241,242,243,244,245,254],ag:[197,199,207,208,220,236,243,245],again:[40,41,46,53,163,189,190,195,196,198,199,211,220,239,248],against:[23,84,85,179,180,192,197,198,219,234,240,244,246,248,249,254,255,260],agen:245,agent:245,aggreg:[0,18,23,90,100,102,163,198,200,217,227,228,239,245,248,254],aggregate_bi:[18,23,230,238],aggregatorregistri:[94,102],agnost:226,agre:260,agreement:260,ahead:[236,240,241,242,243,244,245],ai:[47,209,210,215,221,228,238,239,240,243,244,245,254,259,261],aid:213,aim:[184,213,234],air:185,airbn:248,airbnb:246,airbnb_list:248,airbnb_listings_refer:246,airbnb_listings_target:246,airflow:[186,187,254],aj7q52zszb0vhjew:227,al:[138,139,185,209,214,244],albut:247,albuterol:247,alcohol:[209,225,229],alert:[190,197,198,209,211,216,225,246,249],algorith:253,algorithm:[100,101,103,168,178,179,180,186,187,211,217,219,239,253,254],algorithms_for_calculating_vari:[100,101,103],alic:[189,190,197,200],align:[26,29],aliv:[15,17,18,22,23],all:[5,9,10,15,17,18,19,22,23,26,36,37,38,39,40,41,47,65,77,79,81,103,130,133,141,149,150,162,163,168,183,184,185,189,191,193,194,195,196,198,199,200,201,203,206,207,209,210,211,216,217,218,220,221,222,223,225,227,229,234,238,245,246,248,249,251,254,259,260],all_fil:195,alleg:260,allow:[19,46,53,114,115,122,149,163,182,188,193,195,197,198,201,208,210,211,215,222,223,225,229,242,246,249,251,254,255,257],allow_anonym:[46,47,51,53,163,227,241,245],allow_loc:[46,47,51,53,163,227,241],allow_parti:[163,164],allowed_exif_tag:[162,193],almond:[199,212,220],almost:[225,229],alon:260,along:[150,156,162,168,193,197,198,205,209,216,222,223,229,238,240,241,243,244,245,249,254,260],alongsid:[253,260],alpha:[130,200,210,247],alphabet:[130,200,210],alphanumer:[100,106],alreadi:[26,57,61,90,108,109,190,195,198,199,200,203,208,210,212,213,214,216,217,218,220,222,225,226,228,229,236,240,241,242,243,244,245],alright:195,also:[5,13,15,22,23,26,39,40,41,61,90,112,122,130,141,149,150,163,168,179,180,182,183,185,189,190,191,192,193,194,195,196,197,198,199,200,204,206,207,208,209,210,211,212,213,214,216,217,218,219,220,222,223,224,225,226,228,229,230,232,234,236,238,239,240,241,242,243,244,245,246,247,248,249,253,254,255,257,260],alt:247,altern:[16,226],although:195,alwai:[15,17,18,22,23,40,41,189,197,198,206,220,222,226,230,232,242,246,249,254],am:[189,247],amazon:[39,61],amazonaw:[134,199,202,207,208,209,224,225,227,236,238,239,243,245,246,247,248],american:[184,213],among:[5,23,26,28,141,163],amount:[23,195,207,208,219,236,243,245,259],amp:[199,212,220,227,239,246],an:[9,10,12,13,15,17,18,19,22,23,26,27,29,32,36,37,38,39,40,42,44,46,49,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,75,79,81,86,87,88,89,90,93,95,96,97,98,100,102,103,104,105,120,121,122,127,128,130,131,132,133,136,137,138,139,141,146,154,155,156,159,161,162,163,174,175,176,177,178,179,180,183,184,185,186,187,189,190,191,192,193,194,195,196,197,198,199,201,202,204,205,206,208,209,210,212,213,214,215,217,219,220,222,223,225,226,228,229,230,232,234,236,239,240,241,242,243,244,245,246,247,248,253,254,255,256,257,259,260],analog:[203,209,225],analys:220,analysi:[163,188,195,202,221,223,234,254,255],analysisexcept:229,analytics_opt_out:45,analyz:[195,221,228,253,254],and_:[90,120,189],and_rel:97,andon:197,andrei:[138,139,185,214,244],ani:[2,3,4,5,6,8,10,15,19,20,22,23,24,26,27,28,29,31,32,36,38,46,50,52,53,57,58,59,60,61,62,63,64,65,66,67,68,69,73,75,84,85,86,87,89,90,95,96,97,100,103,104,106,112,113,120,121,122,125,126,127,128,129,130,131,132,133,141,146,149,150,151,152,154,156,158,162,163,168,174,175,176,177,178,179,180,183,184,185,186,187,189,190,191,192,193,195,196,197,198,199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65,195],exitcod:[17,18],exlud:217,expand:[130,249],expandtab:130,expect:[159,186,187,189,190,196,197,199,200,204,208,209,210,211,217,218,219,225,245,246,248,253,254],expens:247,experi:[163,182,186,187,228,245,246,254,255],experiment:[0,62,163,194,203,205,210,215,217,218,219,220,222,229,238,246,247,248],experiment_result:211,expert:241,expir:245,explain:[207,249],explan:[186,187,203,221,246],explicit:[46,53,163,226],explicitli:[46,53,163,190,192,216,223,226,260],explin:207,explor:[46,53,163,182,184,186,187,192,196,204,205,213,222,225,227,239,240,244,254],exploratori:[163,254,255],explos:199,expos:130,expr:229,express:[84,85,111,189,190,196,197,260],exps_result:211,extend:[26,90,122,141,200,228,242,248],extens:[0,163,179,190,195,198,217,223,226,234,241,242,255],extern:[216,225],extra:[16,133,189,190,193,194,209,212,213,214,217,220,224,230,238,240,242,243,244,245,247],extra_metr:210,extract:[19,186,187,225,229,247,253],extrem:[195,224,225,226,229],ey:247,eyed3:221,f1:[240,247],f390:198,f881:201,f:[19,150,190,195,196,198,199,201,202,207,208,213,216,217,219,220,221,222,224,225,228,234,236,238,239,242,243,245,247],fa:226,fabric:[183,184,225],face:194,facil:[193,222],fact:199,factor:236,factori:[0,18,84,90,122,163,197,198,203,223,246,248,249,254],fail:[62,65,79,81,97,103,126,127,186,187,196,197,198,201,203,215,223,238,248,249,253,254],failur:[23,54,62,65,97,103,126,127,130,190,215,216,246,260],failure_count:[90,129,131],fake:245,fall:[100,106,107,192,200,246,249,254,255],fals:[5,6,8,10,15,17,18,19,22,23,26,29,46,51,53,54,70,75,79,81,84,85,90,97,100,104,121,122,130,136,137,138,139,141,149,150,156,162,163,164,166,168,189,190,195,197,198,201,203,209,211,218,219,220,223,226,227,236,240,241,242,244,245,246,248,249],famili:195,fanci:227,fancy_ml:195,fancy_output:195,far:[195,197,198,246,254],fashion:[195,220,253],fast:[195,232,255],fastapi:[186,187,233],faster:[18,259],faster_fifo:[16,17,18],fasterqueuemessagetyp:11,fasterqueuewrapp:11,father:247,favorit:225,fb4a534f984c:216,feast:[186,187,204,241],feast_integr:225,featur:[5,26,62,65,133,138,139,141,162,163,179,180,186,187,188,189,192,193,194,198,199,203,204,205,206,207,208,212,213,214,219,220,221,222,223,230,232,234,239,240,242,244,245,246,247,249,253,254],feature_0:241,feature_1:241,feature_2:241,feature_3:241,feature_4:241,feature_5:241,feature_6:241,feature_7:241,feature_8:241,feature_9:241,feature_:241,feature_extract:247,feature_nam:[179,180,209,225,228,234],feature_repo:225,feature_repo_driver_hourly_stat:225,feature_statist:[171,179,180,209],feature_stor:225,feature_view:225,feature_weight:[0,62,65,90,163,241],featureflag:166,featureservic:225,featurestatisticsreport:175,featurestor:225,featureview:225,featureweight:[62,65,89,241],featureweightrespons:[62,65],featureweightwrit:89,feb:225,februari:225,fee:260,feedback:[220,222,229,255],feel:[192,195,198,200,219,224,226,229,261],felip:[190,225],fennel:212,fetch:[36,37,38,39,40,41,182,198,199,228,236],fetch_20newsgroup:247,fetch_openml:219,few:[90,103,196,208,210,217,219,225,228,230,236,238,239,254],fhfsvifgrsrtjlg6:230,fi_dis:[75,90,97,100,103,104,149,154,156,162],fi_lg_max_k:[75,90,97,100,103,149,154,156,162],fiction:207,fidel:254,field:[103,121,130,191,210,216,225,226,228,229,260],field_metadata:[26,90,108,109],field_projector:[124,199],fieldprojector:[113,124,199],fifti:260,fig:211,file:[17,18,26,29,36,37,38,39,40,41,46,53,57,58,59,60,61,62,63,64,65,66,67,68,69,89,90,130,131,132,146,163,174,175,176,177,178,179,180,192,195,202,204,208,212,213,214,217,221,223,224,225,226,230,232,234,236,242,247,254,255,257,260],file_dir:60,file_extens:[26,29],file_id:217,file_nam:[0,5,8,26,60],fileexistserror:236,fileid:217,filenam:[5,26,60,163,221,242,245],filesourc:225,filesystem:[204,216,252],fill:[130,199,212,220],fillet:212,fillna:225,filter:[90,124,192,194,209,216,219,246,247],filter_funct:[124,199],filter_id:[90,124],fin:206,find:[130,186,187,190,197,206,208,211,220,223,234,243,247],find_edg:194,find_free_port:242,fine:[222,230],finish:[9,17,18,22,23,225,234,236,238,245],fir:247,firefight:213,first:[13,19,24,101,130,141,184,189,190,192,194,195,197,198,199,202,204,205,208,209,210,211,212,213,214,215,217,218,219,220,223,224,225,232,239,240,241,242,243,244,245,246,247,249],first_day_result:220,first_kei:211,first_seg:199,fish:[183,199,206,212,220],fit:[198,200,208,228,234,241,246,247,260],fit_transform:247,five:[24,212,213,214],five_minutes_in_second:[63,65],five_years_in_second:[63,65],fix:[186,187,198,209,211,220,229,232,234],flag:[18,19,209],flagship:[207,243,245],flasgger:235,flask:[186,187,204,235],flask_cor:235,flavor:242,flavour:[201,212,240],flexibl:[189,190,193,246,251],fli:203,float32:[225,238],float64:[200,209,225],floats_column:189,floats_condit:189,flow:[195,210,230,239,259],flush:[10,18,23,26,30,73,86,90,195,238,239,245],flushmessag:[18,19,23],flyte:[186,187],fn:[24,48,221],fo:214,focu:[190,221,255,261],folder:[199,212,213,214,225,226,228,234,242,247,254],folder_nam:134,follow:[19,23,39,48,57,61,102,130,183,184,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Reference","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.annotations</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue.profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue.registry</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events.event</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events.file_name</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.data_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.faster_fifo_queue_wrapper</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.future_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.list_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.mp_queue_wrapper</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.pipe_signaler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.proc_error_message</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_rolling_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_rolling_logger_messages</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.signal_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.string_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.thread_actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.thread_rolling_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.time_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.result_set</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.rolling</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.segment_cache</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.segment_processing</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.transient</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental.profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental.segmented_profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.local</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.reader</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.s3</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.local_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.profile_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.query</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.sqlite_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.usage_stats</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.config</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.lazy</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.notebook_check</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.notebook_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.prompts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session_manager</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session_types</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.why_init</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.whylabs_client_cache</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.gcs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.local</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.mlflow</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.s3</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_base</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_batch_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_client</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_estimation_result_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_reference_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_transaction_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context.environ</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context.version</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.column_profile</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.common</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.cardinality_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.condition_counts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.count_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.distribution_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.frequent_items</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.multi_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.types_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.metric_constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.dataset_profile</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.datatypes</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.errors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.feature_weights</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.input_resolver</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metadata</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metric_getters</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.aggregators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.column_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.compound_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.condition_count_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.decorators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.deserializers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.maths</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.metric_components</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.multimetric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.serializers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.unicode_range</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.confusion_matrix</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.model_performance_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.regression_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.predicate_parser</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.preprocessing</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.projectors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_constraints_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_messages_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_summaries_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.whylogs_messages_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.relations</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.resolvers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.schema</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.segment</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.segmentation_partition</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.specialized_resolvers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators.condition_validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators.validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.column_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.dataset_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.segmented_dataset_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.base</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.descr</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.ecommerce</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.employee</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.weather</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.api</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.api.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.condition_counts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.count_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.distribution_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.frequent_items</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.multi_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.types_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.metrics.udf_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.udf_schema</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators.condition_validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators.validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.embedding_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.matrix_component</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.nlp_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation.estimation_results</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation.estimators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.preprocess.embeddings.selectors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.extras.image_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration.converters</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration.uncompound</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift.column_drift_algorithms</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.enums.enums</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.enums</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.histograms</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.html_report</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.profile_summary</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.summary_drift</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.notebook_profile_viz</span></code>","Basic Tracking","Datasets","Ecommerce Dataset","Employee Dataset","Weather Forecast Dataset","Examples","Examples","Custom Performance Metrics","Condition Count Metrics","Real-time Data Validation with Condition Validators","Custom Metrics","Drift Algorithm Configuration","Image Logging","Image UDF with custom resolver example","Rolling Logs with Streaming Data","Data Validation with Metric Constraints","Creating Metric Constraints on Condition Count Metrics","Local Profile Store with Constraints","Intro to Segmentation","String Tracking - Unicode Range and String Length","Get example dataset","Converting Profiles from whylogs v0 to v1","Simple Constraints - Examples and Usage","Getting Started","Getting Started","Inspecting Profiles","(why)Logging","Merging Profiles","Drift Analysis with Profile Visualizer","Schema Configuration for Tracking Metrics","Benchmark - KS Test","Ecommerce Dataset - Usage Example","Employee Dataset - Usage Example","Weather Forecast Dataset - Usage Example","Condition Validator UDFs","Overview of <code class=\"docutils literal notranslate\"><span class=\"pre\">debug_events</span></code>","Document Summarization Example","Monitoring Ranking Model Performance Metrics","Logging Generic Embeddings Data using Reference Distances","Performance Estimation - Estimating Accuracy for Binary Classification Problems","Extracting and Monitoring Audio Samples","whylogs UDFs","whylogs with BigQuery","Dask Profiling","Logging data from Feature Stores with Feast and whylogs","Fugue (Spark, Ray, Dask) Integration","Switch to an autheneticated session","MLflow Logging","PySpark Integration","\ud83c\udf71 Monitor ML Models Managed and Served with BentoML","&lt;no title&gt;","\u26a1 Monitor ML Models with FastAPI, Scikit-learn, whylogs, and WhyLabs","&lt;no title&gt;","Integrating Whylogs into your Flask Flow","APScheduler==3.7.0","Profiling with <code class=\"docutils literal notranslate\"><span class=\"pre\">whylogs</span></code> from a Kafka topic","Amazon SageMaker + WhyLabs integration","<strong>Using WhyLabs with Sagemaker</strong>","<strong>Getting Started with WhyLabs</strong>","Monitoring Classification Model Performance Metrics","Feature Importance with WhyLabs","Writing profiles - Local/S3","Writing Reference Profiles to WhyLabs","Monitoring Regression Model Performance Metrics","Writing Profiles to WhyLabs","Data Validation at Scale - Detecting and Responding to Data Misbehavior","Monitoring Text Embeddings with the 20 Newsgroups Dataset","Data Validation for Spark Dataframes with whylogs","Data Validation","Mergeability","Profiling","Writers","Glossary","What is whylogs","Basics - v0 to v1","Configurations","Storage Format","Log Rotation","FAQs","License","Usage Statistics"],titleterms:{"0":235,"1":[189,211,212,213,214,218,230,232,234,239,246],"2":[189,211,212,213,214,218,230,232,234,239,245,246],"20":247,"3":[189,211,230,232,234,235,239,246],"4":[189,230,232,234,239,246],"5":[189,230,232,234,239,246],"6":[230,239],"7":[235,239],"case":190,"class":[4,5,6,8,9,10,11,14,15,17,18,19,22,23,24,26,27,28,29,30,32,36,37,38,39,40,41,42,43,44,47,48,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,73,75,84,85,86,87,89,90,93,94,95,96,97,98,99,100,102,103,104,105,106,107,108,109,110,112,113,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,136,137,138,139,141,146,149,150,154,155,156,158,159,161,162,163,166,167,168,169,171,174,175,176,177,178,179,180,218],"default":[192,210],"do":[254,259],"enum":[171,172],"function":[1,2,3,5,6,8,12,13,19,20,21,24,26,31,33,34,35,45,46,49,50,51,53,54,70,72,76,77,78,79,80,81,82,83,84,85,90,94,97,99,101,103,105,111,120,124,127,128,141,142,143,144,145,146,147,148,149,150,151,152,153,155,162,163,164,168,189,211],"import":[189,190,195,202,203,220,229,239,241],"new":255,"switch":227,"transient":32,A:[232,243,245],AND:189,By:[212,213,214],If:239,NOT:189,No:211,OR:189,One:245,Or:227,The:[206,220,225,240,244,245],With:255,about:248,access:226,account:239,accuraci:220,action:[190,197,246,249],actor:[9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],ad:225,addit:225,advanc:[186,187,193,240,244],agenda:246,aggreg:94,airbnb:248,algorithm:192,alreadi:239,amazon:237,an:[227,238],analysi:209,analyz:[181,204,246,250],anim:206,annot:1,api:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,140,141,216,218,226,230,232,255],appendix:[189,225],appli:[190,211],approach:232,apschedul:235,ar:254,architectur:232,attribut:[1,3,6,9,10,11,12,13,14,15,17,18,19,22,23,26,27,28,29,30,31,34,35,38,41,43,44,45,47,48,52,53,54,57,58,59,60,61,62,63,64,65,66,67,68,69,72,73,75,81,85,86,87,89,90,94,96,97,98,99,101,102,103,104,105,107,109,112,121,122,124,126,129,130,131,132,133,136,137,139,141,149,150,154,158,159,161,162,164,166,176,177,178,180],audio:221,authenet:227,authent:238,auto:246,avg:225,aw:238,bar:209,base:[133,183,184,197],baselin:[212,213,214],basic:[181,186,187,193,210,255],batch:[201,212,213,214,239,240,244,247,253],befor:216,behavior:[192,225],benchmark:[186,187,211,254],bentoml:230,bigqueri:223,bin:195,binari:[218,220],bind:190,bitcoin:195,boilerpl:225,bonu:246,brazil:248,bucket:211,bug:259,build:[234,246],calcul:[192,219,241,247],can:[254,259],card:190,cardin:203,cardinality_metr:76,chain:224,chang:225,chart:209,check:[203,223],choos:192,classif:[220,240],clean:238,code:189,collect:259,column:[190,199,210,218,229,253],column_drift_algorithm:168,column_metr:95,column_profil:73,column_profile_view:129,combin:[189,203],common:74,commun:254,compar:[198,225],comparison:257,complet:[189,203,246],compon:253,compound_metr:96,conclus:[200,220],condit:[189,190,197,203,215,246,248,249],condition_count:[77,142],condition_count_metr:97,condition_valid:[126,151],config:[47,75,134,167,169],configur:[192,200,210,239,247,255,256],confusion_matrix:107,consider:220,consist:[203,246],constraint:[76,77,78,79,80,81,82,83,84,85,174,196,197,198,203,223,246,248,249,253,254,255],constraints_gener:[142,143,144,145,146,147,148],construct:226,consum:236,content:[1,2,3,4,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,136,137,138,139,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,158,159,161,162,163,164,166,167,168,169,171,174,175,176,177,178,179,180,199,203,204,205,207,254],context:[70,71,72,197,225],contribut:254,contributor:254,convert:[164,202],core:[73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,149,150,151,152,153],count:[189,197,203,246,248,249],count_metr:[78,143],counter:203,cover:247,creat:[189,190,197,200,206,238,239,242,246,248],credit:190,custom:[188,189,191,192,194,225,249],customiz:255,daili:[225,240,244,247],dashboard:247,dask:[224,226],data:[183,184,185,186,187,190,195,196,199,200,206,209,211,212,213,214,216,218,219,223,224,225,228,229,230,232,234,236,239,240,243,244,245,246,248,249,253,254,259],data_logg:10,datafram:[181,189,204,205,207,208,246,248,250],dataset:[133,134,135,136,137,138,139,182,183,184,185,201,208,210,212,213,214,219,220,222,225,226,239,240,244,247,248,253],dataset_id:216,dataset_profil:86,dataset_profile_view:130,datasetschema:200,datatyp:[87,210],date:[212,213,214],de:248,debug:[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38,162,167,188,189,192,194,196,199,205,210,216,239,240,242,243,245,246,248,252,253],FOR:259,For:[18,19,23,24,26,27,29,32,47,52,61,64,74,78,80,99,101,105,121,137,138,148,149,167,188,191,192,194,195,196,197,198,199,201,202,204,207,208,209,210,211,212,213,216,218,219,220,221,224,225,227,228,229,233,235,237,239,241,242,243,244,245,246,247,248,251,253,254,258,259],IN:[114,115],IS:259,If:[5,10,16,18,19,23,24,26,40,41,45,52,53,56,57,59,60,61,62,63,64,65,66,67,68,74,78,80,85,89,96,111,120,125,126,129,132,135,136,137,138,140,148,149,153,155,161,162,167,177,178,179,185,186,187,188,189,190,191,192,194,195,196,197,198,199,200,201,202,205,207,208,209,210,211,212,213,215,217,218,219,221,222,223,224,225,227,228,229,231,233,235,239,240,241,242,243,244,245,246,247,250,253,254,258,259,260],In:[5,19,26,39,40,41,56,60,89,121,129,140,162,182,185,186,188,189,191,192,194,195,196,197,198,199,200,202,203,204,205,207,208,209,210,213,214,215,216,217,218,219,221,222,224,225,227,228,229,231,235,237,238,239,240,241,242,243,244,245,246,247,248,252,253,254,255,258,259],Is:[219,228,229],It:[13,15,17,18,19,22,23,24,39,53,60,95,103,153,161,182,183,188,189,194,197,198,199,206,207,208,211,212,216,217,219,221,224,225,228,229,231,233,238,239,245,247,248,253],Its:[10,15,22,23,207],NOT:[189,225],No:[45,52,162,189,208,209,214,217,220,224,225,255],Not:[89,119,140,188,189,197,217,237,259],OF:[253,259],OR:259,Of:248,On:[89,121,194],One:[23,191,217,219,227,229,240,253,254],Or:[196,203,228,241,245,248],Such:102,TO:188,That:[19,23,188,189,198,199,202,203,205,208,209,215,219,224,228,240,245,246],The:[10,13,15,17,18,19,22,23,24,26,27,29,30,32,39,40,41,45,46,51,52,53,55,58,60,61,64,74,83,84,85,89,95,96,99,100,101,103,105,111,119,121,125,126,129,132,137,138,140,148,149,153,154,157,158,161,162,167,168,170,177,178,179,181,182,183,184,187,188,189,190,191,192,194,195,196,197,198,199,200,201,202,207,208,209,210,211,212,213,215,216,217,220,221,222,223,225,228,229,231,233,237,238,240,241,242,245,246,248,250,252,253,254,259],Then:[196,197,198,202,209,217,219,222,223,231,233,237,245],There:[17,18,45,52,162,182,188,190,194,198,203,206,207,209,215,217,220,221,224,229,231,233,236,238,240,245,248,253],These:[19,88,89,100,129,130,131,145,162,173,174,175,176,177,178,182,183,184,185,186,188,189,192,194,203,209,211,212,213,218,220,221,233,237,245,248,250,253],To:[40,41,74,185,186,189,191,192,194,196,197,199,201,202,203,204,208,209,210,211,212,213,214,218,219,220,222,223,224,229,231,235,238,239,241,243,244,245,246,247,248,253,258,259],Will:132,With:[129,162,188,189,191,197,198,203,208,211,212,213,215,219,222,223,229,235,240,245,246,248,250,253,258],_:[26,27,32,96,99,188,189,190,197,213,219,220,221,224,228,237],__call__:228,__getitem__:[47,101,129,228],__init__:[95,103,153,161,194,216,224],__int__:74,__package__:[71,162],__str__:129,__traceback__:[46,64,84,87],__version__:[201,224],__whylogs_df_profile_view:[3,225],_aggreg:93,_blank:238,_column:210,_compute_ks_test_p_valu:210,_current_profil:216,_deseri:98,_distanc:218,_get_matching_profil:216,_getexif:192,_if:[135,136,137,138],_image_hsv_channel:161,_jc:228,_jdf:228,_metric:210,_privat:190,_sampl:214,_sampler:214,_schema:216,_speaker_samplenum:220,_stats_properti:161,_success:225,_timeout_second:[61,62,63,64,65,66,67],_type_:210,_writabl:[5,26,28,56,57,58,59,60,61,62,63,65,66,67,68,85,88,89,129,130,131,140,145,157,162,175],a003:225,a0eb:197,a0f9:197,a396:197,a785:197,a934:197,ab:[129,210],abc:[5,9,26,27,28,32,36,37,38,40,42,44,51,55,57,59,68,86,89,92,94,95,97,99,102,103,104,119,120,126,127,132,158,160,161,162,167,175],abil:[197,207,227,229],abl:[18,40,41,45,52,162,189,195,198,201,208,218,221,222,227,233,239,240,241,242,243,245,246,253,254],abort_transact:[61,64],about:[10,21,23,83,84,100,132,162,182,183,184,189,192,194,196,197,205,209,211,212,213,217,219,222,224,225,229,231,233,237,239,241,243,245,246,248,250,253,254,258,260],abov:[40,41,56,60,78,80,184,189,192,194,195,198,199,202,205,206,207,208,209,210,215,219,221,228,233,235,238,242,245,248,259],absolut:[184,210,243],absolute_humid:[184,213],ac0d:215,ac4:197,acc:[19,219],acc_:219,acccuracyestim:219,accept:[9,17,18,22,23,56,57,58,59,60,61,62,63,65,66,67,68,196,202,208,221,231,245,259],access:[39,60,189,196,198,208,211,212,213,214,219,221,222,224,229,231,238,241,244,245,246,247,248,253],accord:[23,56,57,59,60,61,62,63,65,66,67,68,129,132,136,137,185,186,198,199,202,203,205,209,210,217,219,221,224,225,229,231,239,243,246,252,254],account:[45,52,162,187,188,189,190,191,192,193,194,195,198,199,202,203,204,205,206,207,208,209,210,211,212,213,214,216,217,218,219,220,222,223,224,227,228,233,235,237,239,240,241,242,243,244,245,246,247],accumul:[9,184,237],accur:[219,228,245,248,250,253],accuraci:[157,158,185,186,187,239,246],accuracy_k_3:217,accuracyestim:[158,219],acid:[208,228],across:[15,113,114,137,138,184,185,186,198,203,207,210,213,218,243,253],act:259,action:[10,18,23,96,125,126,127,150,151,185,186,197,214,223],activ:[15,22,23,61,62,63,64,65,66,67,237],actor:237,actual:[5,10,18,26,140,162,189,194,196,197,205,219,229,233,237,241],ad:[21,177,178,179,188,191,193,209,218,221,233,240,245,247,248],adapt:[224,247],add5:[148,149,214],add:[5,23,26,28,106,109,120,140,162,177,178,179,187,194,195,196,199,204,208,209,210,216,221,224,229,231,237,239,243,245,253,257,259],add_condit:[96,99],add_condition_count_metr:[196,247],add_constraint:[83,84,195,196,197,202,222,245,247,248,253],add_dataset_metr:[26,85,89],add_drift_config:[177,178,179,191],add_metadata_to_field:[26,89,107,108],add_metr:[5,26,28,72,85,89,140,162],add_metrics_for_seg:[26,28,140],add_model_performance_metr:[5,26,28,85,89,129,130,140,145,162],add_random_column_outli:233,add_resolv:[120,121,149,209],add_resolver_spec:[96,99,121,149,188,196,245,247],addendum:259,addfil:[228,247],addit:[5,26,61,62,63,64,65,66,67,89,121,137,138,140,149,162,182,183,184,191,196,198,199,208,209,210,211,212,213,215,229,231,237,239,240,243,245,248,252,253,254,259],addition:[196,215,219,239,243,245,248],additionalmessag:18,additon:148,address:[96,99,189,247],aditya:219,adjac:184,adjust:245,adk:199,administr:212,adn:[185,186],adult_income_m:226,advanc:[218,247],advantag:[227,253,254],advantagv:221,advis:259,advisor:212,af:220,af_inet:241,affect:[15,209,210,218,219,224,238],afford:231,after:[15,17,18,22,23,24,45,52,129,162,178,179,194,197,198,202,224,226,228,229,239,240,241,242,243,244,253],ag:[196,198,206,207,219,235,242,244],again:[40,41,45,52,162,188,189,194,195,197,198,210,219,238,247],against:[23,83,84,178,179,191,196,197,218,233,239,243,245,247,248,253,254,259],agen:244,agent:244,aggreg:[0,18,23,89,99,101,162,197,199,216,226,227,238,244,247,253],aggregate_bi:[18,23,229,237],aggregatorregistri:[93,101],agnost:225,agre:259,agreement:259,ahead:[235,239,240,241,242,243,244],ai:[46,208,209,214,220,227,237,238,239,242,243,244,253,258,260],aid:212,aim:[183,212,233],air:184,airbn:247,airbnb:245,airbnb_list:247,airbnb_listings_refer:245,airbnb_listings_target:245,airflow:[185,186,253],aj7q52zszb0vhjew:226,al:[137,138,184,208,213,243],albut:246,albuterol:246,alcohol:[208,224,228],alert:[189,196,197,208,210,215,224,245,248],algorith:252,algorithm:[99,100,102,167,177,178,179,185,186,210,216,218,238,252,253],algorithms_for_calculating_vari:[99,100,102],alic:[188,189,196,199],align:[26,29],aliv:[15,17,18,22,23],all:[5,9,10,15,17,18,19,22,23,26,36,37,38,39,40,41,46,64,76,78,80,102,129,132,140,148,149,161,162,167,182,183,184,188,190,192,193,194,195,197,198,199,200,202,205,206,208,209,210,215,216,217,219,220,221,222,224,226,228,233,237,244,245,247,248,250,253,258,259],all_fil:194,alleg:259,allow:[19,45,52,113,114,121,148,162,181,187,192,194,196,197,200,207,209,210,214,221,222,224,228,241,245,248,250,253,254,256],allow_anonym:[45,46,50,52,162,226,240,244],allow_loc:[45,46,50,52,162,226,240],allow_parti:[162,163],allowed_exif_tag:[161,192],almond:[198,211,219],almost:[224,228],alon:259,along:[149,155,161,167,192,196,197,204,208,215,221,222,228,237,239,240,242,243,244,248,253,259],alongsid:[252,259],alpha:[129,199,209,246],alphabet:[129,199,209],alphanumer:[99,105],alreadi:[26,56,60,89,107,108,189,194,197,198,199,202,207,209,211,212,213,215,216,217,219,221,224,225,227,228,235,239,240,241,242,243,244],alright:194,also:[5,13,15,22,23,26,39,40,41,60,89,111,121,129,140,148,149,162,167,178,179,181,182,184,188,189,190,191,192,193,194,195,196,197,198,199,203,205,206,207,208,209,210,211,212,213,215,216,217,218,219,221,222,223,224,225,227,228,229,231,233,235,237,238,239,240,241,242,243,244,245,246,247,248,252,253,254,256,259],alt:246,altern:[16,225],although:194,alwai:[15,17,18,22,23,40,41,188,196,197,205,219,221,225,229,231,241,245,248,253],am:[188,246],amazon:[39,60],amazonaw:[133,198,201,206,207,208,223,224,226,235,237,238,242,244,245,246,247],american:[183,212],among:[5,23,26,28,140,162],amount:[23,194,206,207,218,235,242,244,258],amp:[198,211,219,226,238,245],an:[9,10,12,13,15,17,18,19,22,23,26,27,29,32,36,37,38,39,40,42,44,45,48,51,52,53,55,56,57,58,59,60,61,62,63,64,65,66,67,68,74,78,80,85,86,87,88,89,92,94,95,96,97,99,101,102,103,104,119,120,121,126,127,129,130,131,132,135,136,137,138,140,145,153,154,155,158,160,161,162,173,174,175,176,177,178,179,182,183,184,185,186,188,189,190,191,192,193,194,195,196,197,198,200,201,203,204,205,207,208,209,211,212,213,214,216,218,219,221,222,224,225,227,228,229,231,233,235,238,239,240,241,242,243,244,245,246,247,252,253,254,255,256,258,259],analog:[202,208,224],analys:219,analysi:[162,187,194,201,220,222,233,253,254],analysisexcept:228,analyz:[194,220,227,252,253],and_:[89,119,188],and_rel:96,andon:196,andrei:[137,138,184,213,243],ani:[2,3,4,5,6,8,10,15,19,20,22,23,24,26,27,28,29,31,32,36,38,45,49,51,52,56,57,58,59,60,61,62,63,64,65,66,67,68,72,74,83,84,85,86,88,89,94,95,96,99,102,103,105,111,112,119,120,121,124,125,126,127,128,129,130,131,132,140,145,148,149,150,151,153,155,157,161,162,167,173,174,175,176,177,178,179,182,183,184,185,186,188,189,190,191,192,194,195,196,197,198,199,201,203,205,206,207,209,210,211,212,213,214,215,216,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Reference","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.annotations</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue.profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.fugue.registry</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events.event</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events.file_name</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.events</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.data_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.faster_fifo_queue_wrapper</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.future_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.list_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.mp_queue_wrapper</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.pipe_signaler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.proc_error_message</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_rolling_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.process_rolling_logger_messages</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.signal_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.string_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.thread_actor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.thread_rolling_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger.actor.time_util</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.experimental.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.result_set</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.rolling</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.segment_cache</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.segment_processing</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.logger.transient</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental.profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.pyspark.experimental.segmented_profiler</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.local</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.reader</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.reader.s3</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.local_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.profile_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.query</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.store.sqlite_store</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.config</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.lazy</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.notebook_check</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.notebook_logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.prompts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session_manager</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.session_types</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.why_init</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.whylabs.session.whylabs_client_cache</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.gcs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.local</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.mlflow</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.s3</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_base</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_batch_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_client</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_estimation_result_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_reference_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.whylabs_transaction_writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.api.writer.writer</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context.environ</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.context.version</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.column_profile</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.common</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.cardinality_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.condition_counts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.count_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.distribution_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.frequent_items</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.multi_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.factories.types_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.constraints.metric_constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.dataset_profile</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.datatypes</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.errors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.feature_weights</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.input_resolver</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metadata</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metric_getters</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.aggregators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.column_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.compound_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.condition_count_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.decorators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.deserializers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.maths</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.metric_components</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.multimetric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.serializers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.metrics.unicode_range</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.confusion_matrix</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.model_performance_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.model_performance_metrics.regression_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.predicate_parser</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.preprocessing</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.projectors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_constraints_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_messages_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.v0.v0_summaries_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.proto.whylogs_messages_pb2</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.relations</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.resolvers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.schema</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.segment</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.segmentation_partition</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.specialized_resolvers</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators.condition_validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.validators.validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.column_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.dataset_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.core.view.segmented_dataset_profile_view</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.base</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.descr</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.ecommerce</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.employee</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.datasets.weather</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.api</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.api.logger</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.condition_counts</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.count_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.distribution_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.frequent_items</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.multi_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.constraints_generation.types_metrics</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.metrics.udf_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.udf_schema</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators.condition_validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.core.validators.validator</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.embedding_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.matrix_component</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.extras.nlp_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation.estimation_results</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation.estimators</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.performance_estimation</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.experimental.preprocess.embeddings.selectors</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.extras.image_metric</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration.converters</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.migration.uncompound</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift.column_drift_algorithms</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift.configs</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.drift</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.enums.enums</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.enums</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.constraints</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.histograms</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.html_report</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.profile_summary</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.extensions.reports.summary_drift</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">whylogs.viz.notebook_profile_viz</span></code>","Basic Tracking","Datasets","Ecommerce Dataset","Employee Dataset","Weather Forecast Dataset","Examples","Examples","Custom Performance Metrics","Condition Count Metrics","Real-time Data Validation with Condition Validators","Custom Metrics","Drift Algorithm Configuration","Image Logging","Image UDF with custom resolver example","Rolling Logs with Streaming Data","Data Validation with Metric Constraints","Creating Metric Constraints on Condition Count Metrics","Local Profile Store with Constraints","Intro to Segmentation","String Tracking - Unicode Range and String Length","Get example dataset","Converting Profiles from whylogs v0 to v1","Simple Constraints - Examples and Usage","Getting Started","Getting Started","Inspecting Profiles","(why)Logging","Merging Profiles","Drift Analysis with Profile Visualizer","Schema Configuration for Tracking Metrics","Benchmark - KS Test","Ecommerce Dataset - Usage Example","Employee Dataset - Usage Example","Weather Forecast Dataset - Usage Example","Condition Validator UDFs","Overview of <code class=\"docutils literal notranslate\"><span class=\"pre\">debug_events</span></code>","Document Summarization Example","Monitoring Ranking Model Performance Metrics","Logging Generic Embeddings Data using Reference Distances","Performance Estimation - Estimating Accuracy for Binary Classification Problems","Extracting and Monitoring Audio Samples","whylogs UDFs","whylogs with BigQuery","Dask Profiling","Logging data from Feature Stores with Feast and whylogs","Fugue (Spark, Ray, Dask) Integration","Switch to an autheneticated session","MLflow Logging","PySpark Integration","\ud83c\udf71 Monitor ML Models Managed and Served with BentoML","&lt;no title&gt;","\u26a1 Monitor ML Models with FastAPI, Scikit-learn, whylogs, and WhyLabs","&lt;no title&gt;","Integrating Whylogs into your Flask Flow","APScheduler==3.7.0","Profiling with <code class=\"docutils literal notranslate\"><span class=\"pre\">whylogs</span></code> from a Kafka topic","Amazon SageMaker + WhyLabs integration","<strong>Using WhyLabs with Sagemaker</strong>","<strong>Getting Started with WhyLabs</strong>","Monitoring Classification Model Performance Metrics","Feature Importance with WhyLabs","Writing profiles - Local/S3","Writing Reference Profiles to WhyLabs","Monitoring Regression Model Performance Metrics","Writing Profiles to WhyLabs","Data Validation at Scale - Detecting and Responding to Data Misbehavior","Monitoring Text Embeddings with the 20 Newsgroups Dataset","Data Validation for Spark Dataframes with whylogs","Data Validation","Mergeability","Profiling","Writers","Glossary","What is whylogs","Basics - v0 to v1","Configurations","Storage Format","Log Rotation","FAQs","License","Usage Statistics"],titleterms:{"0":234,"1":[188,210,211,212,213,217,229,231,233,238,245],"2":[188,210,211,212,213,217,229,231,233,238,244,245],"20":246,"3":[188,210,229,231,233,234,238,245],"4":[188,229,231,233,238,245],"5":[188,229,231,233,238,245],"6":[229,238],"7":[234,238],"case":189,"class":[4,5,6,8,9,10,11,14,15,17,18,19,22,23,24,26,27,28,29,30,32,36,37,38,39,40,41,42,43,44,46,47,51,52,53,55,56,57,58,59,60,61,62,63,64,65,66,67,68,72,74,83,84,85,86,88,89,92,93,94,95,96,97,98,99,101,102,103,104,105,106,107,108,109,111,112,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,135,136,137,138,140,145,148,149,153,154,155,157,158,160,161,162,165,166,167,168,170,173,174,175,176,177,178,179,217],"default":[191,209],"do":[253,258],"enum":[170,171],"function":[1,2,3,5,6,8,12,13,19,20,21,24,26,31,33,34,35,45,48,49,50,52,53,69,71,75,76,77,78,79,80,81,82,84,89,93,96,98,100,102,104,110,119,123,127,140,141,142,143,144,145,146,147,148,149,150,151,152,154,161,162,163,167,188,210],"import":[188,189,194,201,202,219,228,238,240],"new":254,"switch":226,"transient":32,A:[231,242,244],AND:188,By:[211,212,213],If:238,NOT:188,No:210,OR:188,One:244,Or:226,The:[205,219,224,239,243,244],With:254,about:247,access:225,account:238,accuraci:219,action:[189,196,245,248],actor:[9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],ad:224,addit:224,advanc:[185,186,192,239,243],agenda:245,aggreg:93,airbnb:247,algorithm:191,alreadi:238,amazon:236,an:[226,237],analysi:208,analyz:[180,203,245,249],anim:205,annot:1,api:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,139,140,215,217,225,229,231,254],appendix:[188,224],appli:[189,210],approach:231,apschedul:234,ar:253,architectur:231,attribut:[1,3,6,9,10,11,12,13,14,15,17,18,19,22,23,26,27,28,29,30,31,34,35,38,41,43,44,46,47,51,52,53,56,57,58,59,60,61,62,63,64,65,66,67,68,71,72,74,80,84,85,86,88,89,93,95,96,97,98,100,101,102,103,104,106,108,111,120,121,123,125,128,129,130,131,132,135,136,138,140,148,149,153,157,158,160,161,163,165,175,176,177,179],audio:220,authenet:226,authent:237,auto:245,avg:224,aw:237,bar:208,base:[132,182,183,196],baselin:[211,212,213],basic:[180,185,186,192,209,254],batch:[200,211,212,213,238,239,243,246,252],befor:215,behavior:[191,224],benchmark:[185,186,210,253],bentoml:229,bigqueri:222,bin:194,binari:[217,219],bind:189,bitcoin:194,boilerpl:224,bonu:245,brazil:247,bucket:210,bug:258,build:[233,245],calcul:[191,218,240,246],can:[253,258],card:189,cardin:202,cardinality_metr:75,chain:223,chang:224,chart:208,check:[202,222],choos:191,classif:[219,239],clean:237,code:188,collect:258,column:[189,198,209,217,228,252],column_drift_algorithm:167,column_metr:94,column_profil:72,column_profile_view:128,combin:[188,202],common:73,commun:253,compar:[197,224],comparison:256,complet:[188,202,245],compon:252,compound_metr:95,conclus:[199,219],condit:[188,189,196,202,214,245,247,248],condition_count:[76,141],condition_count_metr:96,condition_valid:[125,150],config:[46,74,133,166,168],configur:[191,199,209,238,246,254,255],confusion_matrix:106,consider:219,consist:[202,245],constraint:[75,76,77,78,79,80,81,82,83,84,173,195,196,197,202,222,245,247,248,252,253,254],constraints_gener:[141,142,143,144,145,146,147],construct:225,consum:235,content:[1,2,3,4,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,135,136,137,138,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,157,158,160,161,162,163,165,166,167,168,170,173,174,175,176,177,178,179,198,202,203,204,206,253],context:[69,70,71,196,224],contribut:253,contributor:253,convert:[163,201],core:[72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,148,149,150,151,152],count:[188,196,202,245,247,248],count_metr:[77,142],counter:202,cover:246,creat:[188,189,196,199,205,237,238,241,245,247],credit:189,custom:[187,188,190,191,193,224,248],customiz:254,daili:[224,239,243,246],dashboard:246,dask:[223,225],data:[182,183,184,185,186,189,194,195,198,199,205,208,210,211,212,213,215,217,218,222,223,224,227,228,229,231,233,235,238,239,242,243,244,245,247,248,252,253,258],data_logg:10,datafram:[180,188,203,204,206,207,245,247,249],dataset:[132,133,134,135,136,137,138,181,182,183,184,200,207,209,211,212,213,218,219,221,224,225,238,239,243,246,247,252],dataset_id:215,dataset_profil:85,dataset_profile_view:129,datasetschema:199,datatyp:[86,209],date:[211,212,213],de:247,debug:[189,215,245],debug_ev:215,declar:209,decor:97,decoupl:231,defin:[188,189,196,198,204,245],definit:224,depend:[208,225,228,229,231,238,240,246,247],deploi:224,deploy:[185,186,229,237,246],descr:134,descript:[182,183,184],deseri:98,design:210,detect:245,dictionari:206,differ:[200,238],direct:221,disabl:258,discov:[211,212,213],disk:[198,203,245],displai:206,distanc:218,distribut:[202,210,225],distribution_metr:[78,143],docker:233,document:[216,218,246],doe:258,download:[201,208,218,224,239,243],drift:[167,168,169,191,208,210,218,224,233],driver:224,easier:254,ecommerc:[135,182,211,239],email:189,embed:[160,218,246],embedding_metr:153,employe:[136,183,212],end:217,endpoint:[233,237],environ:[69,229,233,239,240,242,243,244,246],equal:188,error:87,estim:[158,219],estimation_result:157,even:188,event:[6,7,8,215],exampl:[185,186,188,193,194,200,202,211,212,213,214,216,217,218,221,229,231,238,253],exclud:209,execut:223,exif:192,experi:210,experiment:[9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,33,34,35,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,185,186],explor:218,extens:[172,173,174,175,176,177],extra:[153,154,155,161,182,183,218,225,228,247],extract:220,factori:[75,76,77,78,79,80,81,82],fail:[189,245],faq:258,fastapi:231,faster_fifo_queue_wrapp:11,feast:224,featur:[182,183,184,208,224,240],feature_weight:88,fetch:[224,242,244],file:[228,237,252],file_nam:7,filter:198,find:218,first:215,flask:233,flow:233,forc:237,forecast:[184,213,243],format:256,found:258,frequenc:224,frequent:202,frequent_item:[79,144],fresh:224,from:[194,197,201,203,218,224,235,240,244,245,255,256],fugu:[2,3,4,225],fugue_profil:225,fuguesql:225,further:[188,204],future_util:12,gc:[56,241],gener:[191,218,235,245,250,253],get:[185,186,198,200,203,204,211,212,213,219,227,231,233,238,240],glossari:252,go:[188,204,244],handl:258,have:238,histogram:[174,208],how:[229,231,253,258],html_report:175,i:258,imag:[192,193,233],image_metr:161,implement:[229,231],improv:254,in_domain:184,inequ:188,infer:[211,212,213,237],inform:[211,212,213],initi:[228,247],inject:[210,224],input:[182,184],input_resolv:90,insight:[180,249],inspect:[205,238],instal:[188,189,191,192,196,197,198,199,201,202,203,204,207,208,209,210,211,212,213,217,218,221,225,228,229,231,238,239,240,241,242,243,244,245,246,247],integr:[185,186,225,228,233,236,253,258],intern:191,intro:198,invoc:221,issu:224,item:202,janeiro:247,kafka:235,kafkaconsum:235,kei:215,ks:210,languag:246,larg:258,lazi:47,learn:231,leg:205,length:199,let:233,licens:[182,183,184,259],lifecycl:[185,186],list:247,list_util:13,ll:[233,246],load:[203,204,207,208,211,212,213,224,233,238,245,246],local:[37,58,197,229,241],local_stor:41,log:[192,194,197,205,206,215,218,221,224,227,229,231,238,244,245,246,257,258],logger:[6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,140,196,229,237,244],logic:[188,225],look:[242,244],make:[231,237],manag:229,mani:244,match:188,math:100,matrix_compon:154,measur:218,merg:[194,207,223],mergeabl:[207,249],mess:233,messag:[235,256],metadata:[91,252],metric:[93,94,95,96,97,98,99,100,101,102,103,104,105,148,187,188,190,195,196,199,202,204,205,209,217,221,239,243,245,247,248,252],metric_compon:101,metric_constraint:84,metric_gett:92,migrat:[163,164,165,255,256],misbehavior:245,miscellan:[182,183,184],ml:[229,231],mlflow:[59,227],mnist:218,mode:252,model:[185,186,217,227,229,231,233,237,239,243,246],model_performance_metr:[106,107,108,109],modul:[1,3,4,6,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,27,28,29,30,31,32,34,35,37,38,39,41,42,43,44,46,47,48,49,50,51,52,53,55,56,58,59,60,61,62,63,64,65,66,67,68,69,71,72,73,74,75,76,77,78,79,81,82,84,85,86,87,88,91,92,93,94,95,96,97,98,100,101,102,103,104,105,106,108,109,110,111,112,115,116,117,118,119,120,121,122,123,124,125,127,128,129,131,132,133,135,136,138,141,142,143,144,146,147,148,149,150,152,153,154,155,157,158,160,161,163,165,166,167,168,170,173,174,175,176,177,179,188,189,201,202,211,212,213,219],monitor:[217,218,220,229,231,239,243,246],more:[198,218,229],mp_queue_wrapp:14,multi:217,multi_metr:[81,146],multimetr:103,multioutput:221,multipl:200,my:258,name:[228,253],need:233,newsgroup:246,next:[194,203,207,218],nlp:188,nlp_metric:155,non:[202,217],normal:210,note:228,notebook:218,notebook_check:48,notebook_logg:49,notebook_profile_viz:179,nullabl:202,number:[211,212,213],numer:[188,217],object:241,one:198,openml:218,oper:188,option:244,org_id:215,other:[185,186,198,218,242,244],our:233,out_domain:184,output:208,overview:[215,229,231,233,248,256],packag:[2,5,8,26,33,36,40,45,57,80,83,89,99,107,113,114,126,130,137,140,145,151,162,178,210,218],panda:[180,203,204,206,207,245,249],paramet:[191,210,211,212,213],pareto:210,part:217,partit:[182,183,184,225],pass:196,per:[209,245],perform:[187,217,219,225,239,243,246,254],performance_estim:[157,158,159,219],period:228,persist:228,perturb:246,pipe_signal:15,pipelin:[185,186],plan:223,platform:[217,225],plot:[210,219],pre:246,predicate_pars:110,predict:[182,184,217,231,237],prepar:237,preprocess:[111,160],privaci:258,problem:219,proc_error_messag:16,process:229,process_actor:17,process_rolling_logg:18,process_rolling_logger_messag:19,product:[218,244,246],profil:[3,34,180,191,194,197,198,200,201,203,204,205,207,208,210,217,218,219,222,223,224,225,227,228,235,239,241,242,243,244,245,247,249,250,252,253,254],profile_stor:42,profile_summari:176,projector:112,prompt:50,proto:[113,114,115,116,117,118],py:237,pyspark:[33,34,35,228,247],python:253,pytorch:237,qualiti:208,queri:[43,222],quickstart:253,rai:225,rang:199,rank:217,rate_1m:224,raw:258,read:[197,203,223,228,245],reader:[36,37,38,39],readi:233,real:[189,219],refer:[0,182,183,184,191,208,218,219,240,242,246],refresh:254,regex:188,regist:224,registr:221,registri:4,regress:243,regression_metr:109,regular:183,relat:[119,196],relationship:184,relev:217,report:[173,174,175,176,177,196,248,258],repositori:224,request:231,requir:[210,237],resolv:[120,193,209],resourc:229,respond:245,result:[215,219,222,244],result_set:28,ride:224,rio:247,roll:[29,194,244],rotat:257,run:[210,229,231,233,238],s3:[39,60,241],s:[194,203,207,218,233,254],sagemak:[236,237],same:200,sampl:[188,220],save:229,scale:[245,258],scenario:219,schema:[121,209,245,246,252],scikit:231,score:217,segment:[122,198,200,239,243],segment_cach:30,segment_process:31,segmentation_partit:123,segmented_dataset_profile_view:131,segmented_profil:35,select:[191,205],selector:160,send:[198,217,239,243],separ:217,serial:[104,201],serv:229,server:231,servic:244,session:[46,47,48,49,50,51,52,53,54,55,226,245],session_manag:52,session_typ:53,set:[194,197,211,212,213,239,240,242,243,244,246],setup:[200,205,215,218,227,229],showcas:233,side:[242,244],signal_util:20,simpl:[194,202,204,241],simplif:254,singl:[198,205,207,217],size:210,sketch:252,snippet:188,sourc:[218,224],spanish:246,spark:[225,247],sparksess:[228,247],specialized_resolv:124,specif:[189,209],split:[207,218],sqlite_stor:44,stage:246,start:[203,204,238],stat:224,statist:[202,205,208,224,238,245,253,258,260],step:[194,233,238],storag:[185,186,256],store:[40,41,42,43,44,197,224],stream:[194,252],string:[199,202],string_util:21,submodul:[2,5,8,26,33,36,40,57,70,80,83,89,99,107,113,114,126,130,137,145,151,159,164,169,171,178],subpackag:[5,26,83,89,113,137,139,156,162,178],summar:216,summari:[208,217],summary_drift:177,support:[192,258],tabl:[198,202,203,204,206,253],tag:192,target:[182,184,191,217,219],technic:258,test:[210,215,229,233],text:246,than:198,thi:[194,246],thread:229,thread_actor:22,thread_rolling_logg:23,threshold:191,ticker:194,time:189,time_util:24,timestamp:[200,238],tip:225,token:246,topic:235,touch:[185,186,231],track:[180,199,209],train:[218,227,229,231,233,246],transform:224,trigger:223,trip:224,tutori:[185,186,246],type:[202,205,209,221,253],types_metr:[82,147],udf:[193,204,214,221],udf_metr:148,udf_schema:149,uncompound:165,understand:205,unicod:199,unicode_rang:105,uniform:210,up:[197,237,241],updat:[224,229],upload:[200,218,219,226,237,242,246],us:[189,190,194,218,225,237],usabl:254,usag:[182,183,184,202,211,212,213,217,239,243,253,258,260],user:188,v0:[114,115,116,117,201,254,255,256],v0_constraints_pb2:115,v0_messages_pb2:116,v0_summaries_pb2:117,v1:[201,254,255,256],valid:[125,126,127,150,151,152,189,195,197,214,245,247,248],valu:[205,245],variabl:[210,229,239,240,242,243,244,246],version:[71,182,183,184],via:226,view:[128,129,130,131,201,205,207,229,231,233,254],visual:[196,208,223,225,247,248,253,254],viz:[166,167,168,169,170,171,172,173,174,175,176,177,178,179],volum:210,vs:[219,229,254],wai:225,want:194,we:246,weather:[138,184,213,243],weight:[205,219,240],what:[194,203,207,218,233,245,246,253,254,258],why:[194,206],why_init:54,whylab:[45,46,47,48,49,50,51,52,53,54,55,61,185,186,192,198,207,215,217,218,219,222,226,229,231,236,237,238,239,240,242,243,244,246,253],whylabs_bas:62,whylabs_batch_writ:63,whylabs_cli:64,whylabs_client_cach:55,whylabs_estimation_result_writ:65,whylabs_reference_writ:66,whylabs_transaction_writ:67,whylog:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,185,186,188,189,191,192,196,197,198,199,201,202,203,204,205,207,209,217,218,219,221,222,224,225,227,228,229,231,233,235,238,239,241,242,243,244,245,247,252,253,254,258],whylogs_messages_pb2:118,wine:208,would:194,wrap:241,write:[198,203,215,222,227,240,241,242,244,245],writer:[56,57,58,59,60,61,62,63,64,65,66,67,68,200,226,241,244,251],written:215,you:[194,233,238,253,258],your:[190,224,227,233,238]}})
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+++ b/support/faqs.html
@@ -261,7 +261,6 @@
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 </ul>
 </li>
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 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/support/license.html b/support/license.html
index 112054cb20..3d749d4c5f 100644
--- a/support/license.html
+++ b/support/license.html
@@ -259,7 +259,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>
diff --git a/support/usage_statistics.html b/support/usage_statistics.html
index cacd8b1016..ffa4022365 100644
--- a/support/usage_statistics.html
+++ b/support/usage_statistics.html
@@ -261,7 +261,6 @@
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/store/sqlite_store/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.store.sqlite_store</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/usage_stats/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.usage_stats</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="../api/whylogs/api/whylabs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.whylabs</span></code></a></li>
 <li class="toctree-l4 has-children"><a class="reference internal" href="../api/whylogs/api/writer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
 <li class="toctree-l5"><a class="reference internal" href="../api/whylogs/api/writer/gcs/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">whylogs.api.writer.gcs</span></code></a></li>