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index b5988c9c95..00e81ead7f 100644
--- a/_images/coverage.svg
+++ b/_images/coverage.svg
@@ -5,7 +5,7 @@
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     height="20"
     role="img"
-    aria-label="coverage: 93%"
+    aria-label="coverage: 94%"
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@@ -26,7 +26,7 @@
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+    <title>coverage: 94%</title>
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@@ -42,8 +42,8 @@
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-            <text x="16.25" y="10.0" class="shadow">93%</text>
-            <text x="16.25" y="10.0">93%</text>
+            <text x="16.25" y="10.0" class="shadow">94%</text>
+            <text x="16.25" y="10.0">94%</text>
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diff --git a/htmlcov/class_index.html b/htmlcov/class_index.html
index 17a16d92bf..93ccf1d3df 100644
--- a/htmlcov/class_index.html
+++ b/htmlcov/class_index.html
@@ -55,7 +55,7 @@ <h2>
         </h2>
         <p class="text">
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
 </header>
@@ -460,9 +460,9 @@ <h2>
                 <td class="name left"><a href="z_323f8141f9f539b4_grid_search_optimizer_py.html#t24">mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py</a></td>
                 <td class="name left"><a href="z_323f8141f9f539b4_grid_search_optimizer_py.html#t24"><data value='GridSearchOptimizer'>GridSearchOptimizer</data></a></td>
                 <td>64</td>
-                <td>9</td>
+                <td>7</td>
                 <td>0</td>
-                <td class="right" data-ratio="55 64">86%</td>
+                <td class="right" data-ratio="57 64">89%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_grid_search_optimizer_py.html">mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py</a></td>
@@ -492,9 +492,9 @@ <h2>
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html#t20">mlos_bench/mlos_bench/optimizers/mock_optimizer.py</a></td>
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html#t20"><data value='MockOptimizer'>MockOptimizer</data></a></td>
                 <td>22</td>
-                <td>3</td>
+                <td>1</td>
                 <td>0</td>
-                <td class="right" data-ratio="19 22">86%</td>
+                <td class="right" data-ratio="21 22">95%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html">mlos_bench/mlos_bench/optimizers/mock_optimizer.py</a></td>
@@ -660,9 +660,9 @@ <h2>
                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html#t73">mlos_bench/mlos_bench/services/local/local_exec.py</a></td>
                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html#t73"><data value='LocalExecService'>LocalExecService</data></a></td>
                 <td>46</td>
-                <td>9</td>
+                <td>7</td>
                 <td>0</td>
-                <td class="right" data-ratio="37 46">80%</td>
+                <td class="right" data-ratio="39 46">85%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html">mlos_bench/mlos_bench/services/local/local_exec.py</a></td>
@@ -724,9 +724,9 @@ <h2>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html#t25">mlos_bench/mlos_bench/services/remote/azure/azure_deployment_services.py</a></td>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html#t25"><data value='AzureDeploymentService'>AzureDeploymentService</data></a></td>
                 <td>143</td>
-                <td>44</td>
+                <td>43</td>
                 <td>1</td>
-                <td class="right" data-ratio="99 143">69%</td>
+                <td class="right" data-ratio="100 143">70%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html">mlos_bench/mlos_bench/services/remote/azure/azure_deployment_services.py</a></td>
@@ -788,9 +788,9 @@ <h2>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html#t28">mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</a></td>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html#t28"><data value='AzureVMService'>AzureVMService</data></a></td>
                 <td>97</td>
-                <td>30</td>
+                <td>28</td>
                 <td>0</td>
-                <td class="right" data-ratio="67 97">69%</td>
+                <td class="right" data-ratio="69 97">71%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html">mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</a></td>
@@ -2902,9 +2902,9 @@ <h2>
                 <td class="name left">Total</td>
                 <td class="name left">&nbsp;</td>
                 <td>9715</td>
-                <td>589</td>
+                <td>580</td>
                 <td>296</td>
-                <td class="right" data-ratio="9126 9715">94%</td>
+                <td class="right" data-ratio="9135 9715">94%</td>
             </tr>
         </tfoot>
     </table>
@@ -2916,7 +2916,7 @@ <h2>
     <div class="content">
         <p>
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
     <aside class="hidden">
diff --git a/htmlcov/conftest_py.html b/htmlcov/conftest_py.html
index 586dddf15f..3e0e9181d8 100644
--- a/htmlcov/conftest_py.html
+++ b/htmlcov/conftest_py.html
@@ -65,7 +65,7 @@ <h2>
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
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             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -187,7 +187,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/function_index.html b/htmlcov/function_index.html
index 7418f1d43b..a865383b75 100644
--- a/htmlcov/function_index.html
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@@ -55,7 +55,7 @@ <h2>
         </h2>
         <p class="text">
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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     </div>
 </header>
@@ -1436,9 +1436,9 @@ <h2>
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                 <td>11</td>
-                <td>4</td>
+                <td>2</td>
                 <td>0</td>
-                <td class="right" data-ratio="7 11">64%</td>
+                <td class="right" data-ratio="9 11">82%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_grid_search_optimizer_py.html#t134">mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py</a></td>
@@ -1564,9 +1564,9 @@ <h2>
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html#t38">mlos_bench/mlos_bench/optimizers/mock_optimizer.py</a></td>
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html#t38"><data value='bulk_register'>MockOptimizer.bulk_register</data></a></td>
                 <td>11</td>
-                <td>3</td>
+                <td>1</td>
                 <td>0</td>
-                <td class="right" data-ratio="8 11">73%</td>
+                <td class="right" data-ratio="10 11">91%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html#t56">mlos_bench/mlos_bench/optimizers/mock_optimizer.py</a></td>
@@ -2220,9 +2220,9 @@ <h2>
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                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html#t185"><data value='local_exec_script'>LocalExecService._local_exec_script</data></a></td>
                 <td>24</td>
-                <td>9</td>
+                <td>7</td>
                 <td>0</td>
-                <td class="right" data-ratio="15 24">62%</td>
+                <td class="right" data-ratio="17 24">71%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html">mlos_bench/mlos_bench/services/local/local_exec.py</a></td>
@@ -2372,9 +2372,9 @@ <h2>
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                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html#t214"><data value='check_operation_status'>AzureDeploymentService._check_operation_status</data></a></td>
                 <td>23</td>
-                <td>6</td>
+                <td>5</td>
                 <td>0</td>
-                <td class="right" data-ratio="17 23">74%</td>
+                <td class="right" data-ratio="18 23">78%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html#t264">mlos_bench/mlos_bench/services/remote/azure/azure_deployment_services.py</a></td>
@@ -2700,9 +2700,9 @@ <h2>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html#t482">mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</a></td>
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html#t482"><data value='remote_exec'>AzureVMService.remote_exec</data></a></td>
                 <td>17</td>
-                <td>3</td>
+                <td>1</td>
                 <td>0</td>
-                <td class="right" data-ratio="14 17">82%</td>
+                <td class="right" data-ratio="16 17">94%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html#t578">mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</a></td>
@@ -11246,9 +11246,9 @@ <h2>
                 <td class="name left">Total</td>
                 <td class="name left">&nbsp;</td>
                 <td>9715</td>
-                <td>589</td>
+                <td>580</td>
                 <td>296</td>
-                <td class="right" data-ratio="9126 9715">94%</td>
+                <td class="right" data-ratio="9135 9715">94%</td>
             </tr>
         </tfoot>
     </table>
@@ -11260,7 +11260,7 @@ <h2>
     <div class="content">
         <p>
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
     <aside class="hidden">
diff --git a/htmlcov/index.html b/htmlcov/index.html
index d0c1a864d4..6a3f0fccee 100644
--- a/htmlcov/index.html
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@@ -54,7 +54,7 @@ <h2>
         </h2>
         <p class="text">
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </header>
@@ -262,9 +262,9 @@ <h2>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_grid_search_optimizer_py.html">mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py</a></td>
                 <td>88</td>
-                <td>9</td>
+                <td>7</td>
                 <td>0</td>
-                <td class="right" data-ratio="79 88">90%</td>
+                <td class="right" data-ratio="81 88">92%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_mlos_core_optimizer_py.html">mlos_bench/mlos_bench/optimizers/mlos_core_optimizer.py</a></td>
@@ -276,9 +276,9 @@ <h2>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_mock_optimizer_py.html">mlos_bench/mlos_bench/optimizers/mock_optimizer.py</a></td>
                 <td>35</td>
-                <td>3</td>
+                <td>1</td>
                 <td>0</td>
-                <td class="right" data-ratio="32 35">91%</td>
+                <td class="right" data-ratio="34 35">97%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_323f8141f9f539b4_one_shot_optimizer_py.html">mlos_bench/mlos_bench/optimizers/one_shot_optimizer.py</a></td>
@@ -367,9 +367,9 @@ <h2>
             <tr class="region">
                 <td class="name left"><a href="z_ea07be53de14ffe8_local_exec_py.html">mlos_bench/mlos_bench/services/local/local_exec.py</a></td>
                 <td>77</td>
-                <td>9</td>
+                <td>7</td>
                 <td>2</td>
-                <td class="right" data-ratio="68 77">88%</td>
+                <td class="right" data-ratio="70 77">91%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_ea07be53de14ffe8_temp_dir_context_py.html">mlos_bench/mlos_bench/services/local/temp_dir_context.py</a></td>
@@ -402,9 +402,9 @@ <h2>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_deployment_services_py.html">mlos_bench/mlos_bench/services/remote/azure/azure_deployment_services.py</a></td>
                 <td>178</td>
-                <td>44</td>
+                <td>43</td>
                 <td>1</td>
-                <td class="right" data-ratio="134 178">75%</td>
+                <td class="right" data-ratio="135 178">76%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_fileshare_py.html">mlos_bench/mlos_bench/services/remote/azure/azure_fileshare.py</a></td>
@@ -430,9 +430,9 @@ <h2>
             <tr class="region">
                 <td class="name left"><a href="z_8bda1461cdfcd6c7_azure_vm_services_py.html">mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</a></td>
                 <td>136</td>
-                <td>30</td>
+                <td>28</td>
                 <td>0</td>
-                <td class="right" data-ratio="106 136">78%</td>
+                <td class="right" data-ratio="108 136">79%</td>
             </tr>
             <tr class="region">
                 <td class="name left"><a href="z_3f378eb4eadac84f___init___py.html">mlos_bench/mlos_bench/services/remote/ssh/__init__.py</a></td>
@@ -1797,9 +1797,9 @@ <h2>
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                 <td class="name left">Total</td>
                 <td>9715</td>
-                <td>589</td>
+                <td>580</td>
                 <td>296</td>
-                <td class="right" data-ratio="9126 9715">94%</td>
+                <td class="right" data-ratio="9135 9715">94%</td>
             </tr>
         </tfoot>
     </table>
@@ -1811,7 +1811,7 @@ <h2>
     <div class="content">
         <p>
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
     <aside class="hidden">
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index 89f384c0f7..76b54e702b 100644
--- a/htmlcov/status.json
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-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
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@@ -202,7 +202,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_2f8ecfca0b9e9362_base_service_py.html b/htmlcov/z_2f8ecfca0b9e9362_base_service_py.html
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_2f8ecfca0b9e9362_config_persistence_py.html b/htmlcov/z_2f8ecfca0b9e9362_config_persistence_py.html
index 44dfaabb24..cd90c2c6d9 100644
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@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_323f8141f9f539b4___init___py.html b/htmlcov/z_323f8141f9f539b4___init___py.html
index 29663a7ce6..290416af1f 100644
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
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diff --git a/htmlcov/z_323f8141f9f539b4_base_optimizer_py.html b/htmlcov/z_323f8141f9f539b4_base_optimizer_py.html
index fd62fcbfe3..329a920402 100644
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
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diff --git a/htmlcov/z_323f8141f9f539b4_convert_configspace_py.html b/htmlcov/z_323f8141f9f539b4_convert_configspace_py.html
index 87d8cc1f06..9736c3907f 100644
--- a/htmlcov/z_323f8141f9f539b4_convert_configspace_py.html
+++ b/htmlcov/z_323f8141f9f539b4_convert_configspace_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
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             <a class="nav" href="z_323f8141f9f539b4_grid_search_optimizer_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_323f8141f9f539b4_grid_search_optimizer_py.html b/htmlcov/z_323f8141f9f539b4_grid_search_optimizer_py.html
index 7e0acd04a0..e7940a5fb9 100644
--- a/htmlcov/z_323f8141f9f539b4_grid_search_optimizer_py.html
+++ b/htmlcov/z_323f8141f9f539b4_grid_search_optimizer_py.html
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-    <title>Coverage for mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py: 90%</title>
+    <title>Coverage for mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py: 92%</title>
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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diff --git a/htmlcov/z_323f8141f9f539b4_mlos_core_optimizer_py.html b/htmlcov/z_323f8141f9f539b4_mlos_core_optimizer_py.html
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-            created at 2024-10-03 22:25 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_323f8141f9f539b4_mock_optimizer_py.html b/htmlcov/z_323f8141f9f539b4_mock_optimizer_py.html
index ec799f401a..75e6decffc 100644
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-            created at 2024-10-03 22:25 +0000
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@@ -131,8 +131,8 @@ <h2>
     <p class="run"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t">            <span class="nam">tunables</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">_tunables</span><span class="op">.</span><span class="nam">copy</span><span class="op">(</span><span class="op">)</span><span class="op">.</span><span class="nam">assign</span><span class="op">(</span><span class="nam">params</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t">            <span class="nam">self</span><span class="op">.</span><span class="nam">register</span><span class="op">(</span><span class="nam">tunables</span><span class="op">,</span> <span class="nam">trial_status</span><span class="op">,</span> <span class="nam">score</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t">        <span class="key">if</span> <span class="nam">_LOG</span><span class="op">.</span><span class="nam">isEnabledFor</span><span class="op">(</span><span class="nam">logging</span><span class="op">.</span><span class="nam">DEBUG</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">            <span class="op">(</span><span class="nam">best_score</span><span class="op">,</span> <span class="nam">_</span><span class="op">)</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_best_observation</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">"Bulk register END: %s = %s"</span><span class="op">,</span> <span class="nam">self</span><span class="op">,</span> <span class="nam">best_score</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t">            <span class="op">(</span><span class="nam">best_score</span><span class="op">,</span> <span class="nam">_</span><span class="op">)</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_best_observation</span><span class="op">(</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">"Bulk register END: %s = %s"</span><span class="op">,</span> <span class="nam">self</span><span class="op">,</span> <span class="nam">best_score</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t">        <span class="key">return</span> <span class="key">True</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t">    <span class="key">def</span> <span class="nam">suggest</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span> <span class="op">-></span> <span class="nam">TunableGroups</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
@@ -155,7 +155,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_323f8141f9f539b4_track_best_optimizer_py.html b/htmlcov/z_323f8141f9f539b4_track_best_optimizer_py.html
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+++ b/htmlcov/z_323f8141f9f539b4_track_best_optimizer_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="z_5396f41af8b1e4bd_os_environ_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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+            created at 2024-10-04 00:40 +0000
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             <a id="nextFileLink" class="nav" href="z_20c004c35735c01d___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="z_20c004c35735c01d___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_354360b2842e9a22_config_persistence_test_py.html b/htmlcov/z_354360b2842e9a22_config_persistence_test_py.html
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             <a id="nextFileLink" class="nav" href="z_1e0e6bde7052d662___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_354360b2842e9a22_mock_service_py.html b/htmlcov/z_354360b2842e9a22_mock_service_py.html
index 6ce080b558..383021362f 100644
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+++ b/htmlcov/z_354360b2842e9a22_mock_service_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_75096bf83df2f5ed___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -155,7 +155,7 @@ <h2>
             <a class="nav" href="z_75096bf83df2f5ed___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_354360b2842e9a22_test_service_method_registering_py.html b/htmlcov/z_354360b2842e9a22_test_service_method_registering_py.html
index dbbb63f85a..812c964253 100644
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+++ b/htmlcov/z_354360b2842e9a22_test_service_method_registering_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_6d460002ba244c5c___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -138,7 +138,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_3cecf87feb0d1a32_test_tunable_values_schemas_py.html b/htmlcov/z_3cecf87feb0d1a32_test_tunable_values_schemas_py.html
index 024a25882b..82718b7bbb 100644
--- a/htmlcov/z_3cecf87feb0d1a32_test_tunable_values_schemas_py.html
+++ b/htmlcov/z_3cecf87feb0d1a32_test_tunable_values_schemas_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_e8b6df00ef81429a_test_load_service_config_examples_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -125,7 +125,7 @@ <h2>
             <a class="nav" href="z_e8b6df00ef81429a_test_load_service_config_examples_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_3f378eb4eadac84f___init___py.html b/htmlcov/z_3f378eb4eadac84f___init___py.html
index dd511f26d7..2a84f3120d 100644
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -102,7 +102,7 @@ <h2>
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_3f378eb4eadac84f_ssh_fileshare_py.html b/htmlcov/z_3f378eb4eadac84f_ssh_fileshare_py.html
index d5268a7188..dc82945dfa 100644
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_3f378eb4eadac84f_ssh_host_service_py.html b/htmlcov/z_3f378eb4eadac84f_ssh_host_service_py.html
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@@ -65,7 +65,7 @@ <h2>
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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-            created at 2024-10-03 22:25 +0000
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diff --git a/htmlcov/z_3f378eb4eadac84f_ssh_service_py.html b/htmlcov/z_3f378eb4eadac84f_ssh_service_py.html
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@@ -65,7 +65,7 @@ <h2>
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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-            created at 2024-10-03 22:25 +0000
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diff --git a/htmlcov/z_4c77d49b5a513862___init___py.html b/htmlcov/z_4c77d49b5a513862___init___py.html
index 297f91a88b..050baa5c31 100644
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             &nbsp; &nbsp; &nbsp;
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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-            created at 2024-10-03 22:25 +0000
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-            created at 2024-10-03 22:25 +0000
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-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_8a1cf60827db5b83_host_provisioner_type_py.html b/htmlcov/z_8a1cf60827db5b83_host_provisioner_type_py.html
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_8a1cf60827db5b83_local_exec_type_py.html b/htmlcov/z_8a1cf60827db5b83_local_exec_type_py.html
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_8a1cf60827db5b83_network_provisioner_type_py.html b/htmlcov/z_8a1cf60827db5b83_network_provisioner_type_py.html
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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diff --git a/htmlcov/z_8a1cf60827db5b83_os_ops_type_py.html b/htmlcov/z_8a1cf60827db5b83_os_ops_type_py.html
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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-            created at 2024-10-03 22:25 +0000
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diff --git a/htmlcov/z_8bda1461cdfcd6c7___init___py.html b/htmlcov/z_8bda1461cdfcd6c7___init___py.html
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diff --git a/htmlcov/z_8bda1461cdfcd6c7_azure_auth_py.html b/htmlcov/z_8bda1461cdfcd6c7_azure_auth_py.html
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     <p class="run"><span class="n"><a id="t244" href="#t244">244</a></span><span class="t">            <span class="key">return</span> <span class="op">(</span><span class="nam">Status</span><span class="op">.</span><span class="nam">FAILED</span><span class="op">,</span> <span class="op">{</span><span class="op">}</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t245" href="#t245">245</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t246" href="#t246">246</a></span><span class="t">        <span class="key">if</span> <span class="nam">_LOG</span><span class="op">.</span><span class="nam">isEnabledFor</span><span class="op">(</span><span class="nam">logging</span><span class="op">.</span><span class="nam">DEBUG</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t247" href="#t247">247</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t248" href="#t248">248</a></span><span class="t">                <span class="str">"Response: %s\n%s"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t249" href="#t249">249</a></span><span class="t">                <span class="nam">response</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t250" href="#t250">250</a></span><span class="t">                <span class="nam">json</span><span class="op">.</span><span class="nam">dumps</span><span class="op">(</span><span class="nam">response</span><span class="op">.</span><span class="nam">json</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">indent</span><span class="op">=</span><span class="num">2</span><span class="op">)</span> <span class="key">if</span> <span class="nam">response</span><span class="op">.</span><span class="nam">content</span> <span class="key">else</span> <span class="str">""</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -597,7 +597,7 @@ <h2>
             <a class="nav" href="z_8bda1461cdfcd6c7_azure_fileshare_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </footer>
diff --git a/htmlcov/z_8bda1461cdfcd6c7_azure_fileshare_py.html b/htmlcov/z_8bda1461cdfcd6c7_azure_fileshare_py.html
index 7d484eb2be..1727b41527 100644
--- a/htmlcov/z_8bda1461cdfcd6c7_azure_fileshare_py.html
+++ b/htmlcov/z_8bda1461cdfcd6c7_azure_fileshare_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_8bda1461cdfcd6c7_azure_network_services_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -275,7 +275,7 @@ <h2>
             <a class="nav" href="z_8bda1461cdfcd6c7_azure_network_services_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </footer>
diff --git a/htmlcov/z_8bda1461cdfcd6c7_azure_network_services_py.html b/htmlcov/z_8bda1461cdfcd6c7_azure_network_services_py.html
index 2c3310d50a..353e9fddb7 100644
--- a/htmlcov/z_8bda1461cdfcd6c7_azure_network_services_py.html
+++ b/htmlcov/z_8bda1461cdfcd6c7_azure_network_services_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_8bda1461cdfcd6c7_azure_saas_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -266,7 +266,7 @@ <h2>
             <a class="nav" href="z_8bda1461cdfcd6c7_azure_saas_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </footer>
diff --git a/htmlcov/z_8bda1461cdfcd6c7_azure_saas_py.html b/htmlcov/z_8bda1461cdfcd6c7_azure_saas_py.html
index 74e0f39dd1..575124d2ea 100644
--- a/htmlcov/z_8bda1461cdfcd6c7_azure_saas_py.html
+++ b/htmlcov/z_8bda1461cdfcd6c7_azure_saas_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_8bda1461cdfcd6c7_azure_vm_services_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -375,7 +375,7 @@ <h2>
             <a class="nav" href="z_8bda1461cdfcd6c7_azure_vm_services_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </footer>
diff --git a/htmlcov/z_8bda1461cdfcd6c7_azure_vm_services_py.html b/htmlcov/z_8bda1461cdfcd6c7_azure_vm_services_py.html
index 7545b9d985..839de85c85 100644
--- a/htmlcov/z_8bda1461cdfcd6c7_azure_vm_services_py.html
+++ b/htmlcov/z_8bda1461cdfcd6c7_azure_vm_services_py.html
@@ -2,7 +2,7 @@
 <html lang="en">
 <head>
     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py: 78%</title>
+    <title>Coverage for mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py: 79%</title>
     <link rel="icon" sizes="32x32" href="favicon_32_cb_58284776.png">
     <link rel="stylesheet" href="style_cb_8e611ae1.css" type="text/css">
     <script src="coverage_html_cb_6fb7b396.js" defer></script>
@@ -12,7 +12,7 @@
     <div class="content">
         <h1>
             <span class="text">Coverage for </span><b>mlos_bench/mlos_bench/services/remote/azure/azure_vm_services.py</b>:
-            <span class="pc_cov">78%</span>
+            <span class="pc_cov">79%</span>
         </h1>
         <aside id="help_panel_wrapper">
             <input id="help_panel_state" type="checkbox">
@@ -55,8 +55,8 @@ <h1>
         </aside>
         <h2>
             <span class="text">136 statements &nbsp;</span>
-            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">106<span class="text"> run</span></button>
-            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">30<span class="text"> missing</span></button>
+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">108<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">28<span class="text"> missing</span></button>
             <button type="button" class="exc show_exc button_toggle_exc" value="exc" data-shortcut="x" title="Toggle lines excluded">0<span class="text"> excluded</span></button>
         </h2>
         <p class="text">
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_3f378eb4eadac84f___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -602,7 +602,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t520" href="#t520">520</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t521" href="#t521">521</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t522" href="#t522">522</a></span><span class="t">        <span class="key">if</span> <span class="nam">_LOG</span><span class="op">.</span><span class="nam">isEnabledFor</span><span class="op">(</span><span class="nam">logging</span><span class="op">.</span><span class="nam">INFO</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">info</span><span class="op">(</span><span class="str">"Run a script on VM: %s\n  %s"</span><span class="op">,</span> <span class="nam">config</span><span class="op">[</span><span class="str">"vmName"</span><span class="op">]</span><span class="op">,</span> <span class="str">"\n  "</span><span class="op">.</span><span class="nam">join</span><span class="op">(</span><span class="nam">script</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t523" href="#t523">523</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">info</span><span class="op">(</span><span class="str">"Run a script on VM: %s\n  %s"</span><span class="op">,</span> <span class="nam">config</span><span class="op">[</span><span class="str">"vmName"</span><span class="op">]</span><span class="op">,</span> <span class="str">"\n  "</span><span class="op">.</span><span class="nam">join</span><span class="op">(</span><span class="nam">script</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t524" href="#t524">524</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t525" href="#t525">525</a></span><span class="t">        <span class="nam">json_req</span> <span class="op">=</span> <span class="op">{</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t526" href="#t526">526</a></span><span class="t">            <span class="str">"location"</span><span class="op">:</span> <span class="nam">config</span><span class="op">[</span><span class="str">"location"</span><span class="op">]</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -624,7 +624,7 @@ <h2>
     <p class="pln"><span class="n"><a id="t542" href="#t542">542</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t543" href="#t543">543</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t544" href="#t544">544</a></span><span class="t">        <span class="key">if</span> <span class="nam">_LOG</span><span class="op">.</span><span class="nam">isEnabledFor</span><span class="op">(</span><span class="nam">logging</span><span class="op">.</span><span class="nam">DEBUG</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">"Request: PUT %s\n%s"</span><span class="op">,</span> <span class="nam">url</span><span class="op">,</span> <span class="nam">json</span><span class="op">.</span><span class="nam">dumps</span><span class="op">(</span><span class="nam">json_req</span><span class="op">,</span> <span class="nam">indent</span><span class="op">=</span><span class="num">2</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t545" href="#t545">545</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span><span class="str">"Request: PUT %s\n%s"</span><span class="op">,</span> <span class="nam">url</span><span class="op">,</span> <span class="nam">json</span><span class="op">.</span><span class="nam">dumps</span><span class="op">(</span><span class="nam">json_req</span><span class="op">,</span> <span class="nam">indent</span><span class="op">=</span><span class="num">2</span><span class="op">)</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t546" href="#t546">546</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t547" href="#t547">547</a></span><span class="t">        <span class="nam">response</span> <span class="op">=</span> <span class="nam">requests</span><span class="op">.</span><span class="nam">put</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t548" href="#t548">548</a></span><span class="t">            <span class="nam">url</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
@@ -634,13 +634,13 @@ <h2>
     <p class="pln"><span class="n"><a id="t552" href="#t552">552</a></span><span class="t">        <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t553" href="#t553">553</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t554" href="#t554">554</a></span><span class="t">        <span class="key">if</span> <span class="nam">_LOG</span><span class="op">.</span><span class="nam">isEnabledFor</span><span class="op">(</span><span class="nam">logging</span><span class="op">.</span><span class="nam">DEBUG</span><span class="op">)</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="mis show_mis"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
+    <p class="run"><span class="n"><a id="t555" href="#t555">555</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">debug</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t556" href="#t556">556</a></span><span class="t">                <span class="str">"Response: %s\n%s"</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t557" href="#t557">557</a></span><span class="t">                <span class="nam">response</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t558" href="#t558">558</a></span><span class="t">                <span class="nam">json</span><span class="op">.</span><span class="nam">dumps</span><span class="op">(</span><span class="nam">response</span><span class="op">.</span><span class="nam">json</span><span class="op">(</span><span class="op">)</span><span class="op">,</span> <span class="nam">indent</span><span class="op">=</span><span class="num">2</span><span class="op">)</span> <span class="key">if</span> <span class="nam">response</span><span class="op">.</span><span class="nam">content</span> <span class="key">else</span> <span class="str">""</span><span class="op">,</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t559" href="#t559">559</a></span><span class="t">            <span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t560" href="#t560">560</a></span><span class="t">        <span class="key">else</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
-    <p class="run"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">info</span><span class="op">(</span><span class="str">"Response: %s"</span><span class="op">,</span> <span class="nam">response</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
+    <p class="mis show_mis"><span class="n"><a id="t561" href="#t561">561</a></span><span class="t">            <span class="nam">_LOG</span><span class="op">.</span><span class="nam">info</span><span class="op">(</span><span class="str">"Response: %s"</span><span class="op">,</span> <span class="nam">response</span><span class="op">)</span>&nbsp;</span><span class="r"></span></p>
     <p class="pln"><span class="n"><a id="t562" href="#t562">562</a></span><span class="t">&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t563" href="#t563">563</a></span><span class="t">        <span class="key">if</span> <span class="nam">response</span><span class="op">.</span><span class="nam">status_code</span> <span class="key">in</span> <span class="op">{</span><span class="num">200</span><span class="op">,</span> <span class="num">201</span><span class="op">}</span><span class="op">:</span>&nbsp;</span><span class="r"></span></p>
     <p class="run"><span class="n"><a id="t564" href="#t564">564</a></span><span class="t">            <span class="nam">results_url</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">_URL_REXEC_RESULT</span><span class="op">.</span><span class="nam">format</span><span class="op">(</span>&nbsp;</span><span class="r"></span></p>
@@ -765,7 +765,7 @@ <h2>
             <a class="nav" href="z_3f378eb4eadac84f___init___py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
 </footer>
diff --git a/htmlcov/z_94faf145c9e5d9d2___init___py.html b/htmlcov/z_94faf145c9e5d9d2___init___py.html
index c7e9704463..7b2c5d43cb 100644
--- a/htmlcov/z_94faf145c9e5d9d2___init___py.html
+++ b/htmlcov/z_94faf145c9e5d9d2___init___py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_94faf145c9e5d9d2_covariant_group_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
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             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -103,7 +103,7 @@ <h2>
             <a class="nav" href="z_94faf145c9e5d9d2_covariant_group_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
     </div>
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diff --git a/htmlcov/z_94faf145c9e5d9d2_covariant_group_py.html b/htmlcov/z_94faf145c9e5d9d2_covariant_group_py.html
index 483deb631d..3d106ec732 100644
--- a/htmlcov/z_94faf145c9e5d9d2_covariant_group_py.html
+++ b/htmlcov/z_94faf145c9e5d9d2_covariant_group_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_94faf145c9e5d9d2_tunable_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
         </p>
         <aside class="hidden">
             <button type="button" class="button_next_chunk" data-shortcut="j"></button>
@@ -336,7 +336,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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diff --git a/htmlcov/z_e3d586e89eaba8f4_conftest_py.html b/htmlcov/z_e3d586e89eaba8f4_conftest_py.html
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+++ b/htmlcov/z_e3d586e89eaba8f4_conftest_py.html
@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_e3d586e89eaba8f4_test_ssh_env_py.html b/htmlcov/z_e3d586e89eaba8f4_test_ssh_env_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="z_ffd0e22b8f179be9_event_loop_context_test_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_e6d502096990b4bc_test_load_cli_config_examples_py.html b/htmlcov/z_e6d502096990b4bc_test_load_cli_config_examples_py.html
index 218c8bd2e0..7c6e5a7343 100644
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+++ b/htmlcov/z_e6d502096990b4bc_test_load_cli_config_examples_py.html
@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_23ca098d381c2703_conftest_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -283,7 +283,7 @@ <h2>
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-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_e8b6df00ef81429a_test_load_service_config_examples_py.html b/htmlcov/z_e8b6df00ef81429a_test_load_service_config_examples_py.html
index bc3b2d52d9..8d14c0984c 100644
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+++ b/htmlcov/z_e8b6df00ef81429a_test_load_service_config_examples_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="z_b753a059391781c4_test_load_storage_config_examples_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_e9ae7bd3de504eb0___init___py.html b/htmlcov/z_e9ae7bd3de504eb0___init___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/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_e9ae7bd3de504eb0_conftest_py.html b/htmlcov/z_e9ae7bd3de504eb0_conftest_py.html
index e08acf9508..eb874258e0 100644
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
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diff --git a/htmlcov/z_e9ae7bd3de504eb0_test_base_plot_py.html b/htmlcov/z_e9ae7bd3de504eb0_test_base_plot_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
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diff --git a/htmlcov/z_e9ae7bd3de504eb0_test_dabl_plot_py.html b/htmlcov/z_e9ae7bd3de504eb0_test_dabl_plot_py.html
index d95ab096aa..f32a9f9af7 100644
--- a/htmlcov/z_e9ae7bd3de504eb0_test_dabl_plot_py.html
+++ b/htmlcov/z_e9ae7bd3de504eb0_test_dabl_plot_py.html
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -113,7 +113,7 @@ <h2>
             <a class="nav" href="z_e9ae7bd3de504eb0_test_mlos_viz_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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     </div>
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diff --git a/htmlcov/z_e9ae7bd3de504eb0_test_mlos_viz_py.html b/htmlcov/z_e9ae7bd3de504eb0_test_mlos_viz_py.html
index 10ee8c9acc..d83ed7f3cc 100644
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+++ b/htmlcov/z_e9ae7bd3de504eb0_test_mlos_viz_py.html
@@ -65,7 +65,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_ea07be53de14ffe8___init___py.html b/htmlcov/z_ea07be53de14ffe8___init___py.html
index 417a6b02c1..7d8022dea6 100644
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@@ -65,7 +65,7 @@ <h2>
             <a id="nextFileLink" class="nav" href="z_ea07be53de14ffe8_local_exec_py.html">&#xbb; next</a>
             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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@@ -100,7 +100,7 @@ <h2>
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             &nbsp; &nbsp; &nbsp;
             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
+            created at 2024-10-04 00:40 +0000
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diff --git a/htmlcov/z_ea07be53de14ffe8_local_exec_py.html b/htmlcov/z_ea07be53de14ffe8_local_exec_py.html
index ad72741096..0ac1976c54 100644
--- a/htmlcov/z_ea07be53de14ffe8_local_exec_py.html
+++ b/htmlcov/z_ea07be53de14ffe8_local_exec_py.html
@@ -2,7 +2,7 @@
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     <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-    <title>Coverage for mlos_bench/mlos_bench/services/local/local_exec.py: 88%</title>
+    <title>Coverage for mlos_bench/mlos_bench/services/local/local_exec.py: 91%</title>
     <link rel="icon" sizes="32x32" href="favicon_32_cb_58284776.png">
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+            <button type="button" class="run button_toggle_run" value="run" data-shortcut="r" title="Toggle lines run">70<span class="text"> run</span></button>
+            <button type="button" class="mis show_mis button_toggle_mis" value="mis" data-shortcut="m" title="Toggle lines missing">7<span class="text"> missing</span></button>
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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/7.6.1">coverage.py v7.6.1</a>,
-            created at 2024-10-03 22:25 +0000
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             <a class="nav" href="https://coverage.readthedocs.io/en/7.6.1">coverage.py v7.6.1</a>,
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diff --git a/htmlcov/z_ea07be53de14ffe8_temp_dir_context_py.html b/htmlcov/z_ea07be53de14ffe8_temp_dir_context_py.html
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-            created at 2024-10-03 22:25 +0000
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