diff --git a/api/mlos_bench/mlos_bench.storage.base_storage.html b/api/mlos_bench/mlos_bench.storage.base_storage.html
index 150e3fd31f..f3e3831326 100644
--- a/api/mlos_bench/mlos_bench.storage.base_storage.html
+++ b/api/mlos_bench/mlos_bench.storage.base_storage.html
@@ -268,7 +268,7 @@
 
 <dl class="py method">
 <dt class="sig sig-object py" id="mlos_bench.storage.base_storage.Storage.Trial.update">
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+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlos_bench.environments.status.html#mlos_bench.environments.status.Status" title="mlos_bench.environments.status.Status"><span class="pre">Status</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">metrics</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><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><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#mlos_bench.storage.base_storage.Storage.Trial.update" title="Permalink to this definition">¶</a></dt>
 <dd><p>Update the storage with the results of the experiment.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/api/mlos_bench/mlos_bench.storage.html b/api/mlos_bench/mlos_bench.storage.html
index d4c840fd87..e6fb33a257 100644
--- a/api/mlos_bench/mlos_bench.storage.html
+++ b/api/mlos_bench/mlos_bench.storage.html
@@ -267,7 +267,7 @@
 
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 <dt class="sig sig-object py" id="mlos_bench.storage.Storage.Trial.update">
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+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlos_bench.environments.status.html#mlos_bench.environments.status.Status" title="mlos_bench.environments.status.Status"><span class="pre">Status</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">metrics</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><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><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#mlos_bench.storage.Storage.Trial.update" title="Permalink to this definition">¶</a></dt>
 <dd><p>Update the storage with the results of the experiment.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/api/mlos_bench/mlos_bench.storage.sql.trial.html b/api/mlos_bench/mlos_bench.storage.sql.trial.html
index d50f288740..5ca3c3c86a 100644
--- a/api/mlos_bench/mlos_bench.storage.sql.trial.html
+++ b/api/mlos_bench/mlos_bench.storage.sql.trial.html
@@ -137,7 +137,7 @@
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+<span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="mlos_bench.environments.status.html#mlos_bench.environments.status.Status" title="mlos_bench.environments.status.Status"><span class="pre">Status</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">metrics</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><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><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#mlos_bench.storage.sql.trial.Trial.update" title="Permalink to this definition">¶</a></dt>
 <dd><p>Update the storage with the results of the experiment.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/generated/mlos_bench.storage.Storage.html b/generated/mlos_bench.storage.Storage.html
index 26f1653b89..5a07089630 100644
--- a/generated/mlos_bench.storage.Storage.html
+++ b/generated/mlos_bench.storage.Storage.html
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+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../api/mlos_bench/mlos_bench.environments.status.html#mlos_bench.environments.status.Status" title="mlos_bench.environments.status.Status"><span class="pre">Status</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">metrics</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><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><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#mlos_bench.storage.Storage.Trial.update" title="Permalink to this definition">¶</a></dt>
 <dd><p>Update the storage with the results of the experiment.</p>
 <dl class="field-list simple">
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diff --git a/htmlcov/conftest_py.html b/htmlcov/conftest_py.html
index 971722ac88..1ec3baeaa2 100644
--- a/htmlcov/conftest_py.html
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-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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@@ -116,7 +116,7 @@ <h2>
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-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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diff --git a/htmlcov/d_01a0fb711d8b07b3___init___py.html b/htmlcov/d_01a0fb711d8b07b3___init___py.html
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+++ b/htmlcov/d_01a0fb711d8b07b3___init___py.html
@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -96,7 +96,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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diff --git a/htmlcov/d_067584b402678614_test_storage_schemas_py.html b/htmlcov/d_067584b402678614_test_storage_schemas_py.html
index 727f18bfc5..a725de41b2 100644
--- a/htmlcov/d_067584b402678614_test_storage_schemas_py.html
+++ b/htmlcov/d_067584b402678614_test_storage_schemas_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="d_866c2aed5680b990_test_tunable_params_schemas_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -131,7 +131,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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diff --git a/htmlcov/d_0bd431c13c518cba_test_cli_schemas_py.html b/htmlcov/d_0bd431c13c518cba_test_cli_schemas_py.html
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@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
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         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"/>
@@ -131,7 +131,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
-            created at 2023-07-21 00:38 +0000
+            created at 2023-07-23 00:40 +0000
         </p>
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diff --git a/htmlcov/d_12cf951eedca9a89___init___py.html b/htmlcov/d_12cf951eedca9a89___init___py.html
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+++ b/htmlcov/d_12cf951eedca9a89___init___py.html
@@ -65,7 +65,7 @@ <h2>
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.2.7">coverage.py v7.2.7</a>,
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