From 3605408ebbf4c2b49cd37dac63273c7b7d76d826 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 14:24:19 +0100
Subject: [PATCH 01/22] ready for testing

---
 backend/report.html                           |  12 +-
 backend/src/constants.py                      |   2 +
 backend/src/main.py                           |   8 +-
 backend/src/overpass/caching_strategy.py      |  97 ++++----
 backend/src/overpass/overpass.py              | 207 +++++++++++++++---
 .../src/parameters/landmark_parameters.yaml   |   2 +-
 backend/src/structs/landmark.py               |   8 +-
 backend/src/tests/test_main.py                |   6 +-
 backend/src/utils/cluster_manager.py          |  30 +--
 backend/src/utils/landmarks_manager.py        |  22 +-
 backend/src/utils/utils.py                    |  27 +++
 11 files changed, 291 insertions(+), 130 deletions(-)
 create mode 100644 backend/src/utils/utils.py
diff --git a/backend/report.html b/backend/report.html
index 1b97bae..ef617d6 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 24-Jan-2025 at 16:01:23 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 27-Jan-2025 at 14:23:18 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">8 tests took 00:01:20.</p>
+        <p class="run-count">2 tests took 00:00:03.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
-            <span class="failed">3 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
+            <span class="failed">0 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">5 Passed,</span>
+            <span class="passed">2 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 5 - Porte de France (157 | 5) - 5 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;110 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 5 landmarks in  \t: 0.004 seconds\nINFO     src.main:main.py:122 Total computation time\t: 0.035 seconds\nINFO     src.main:main.py:127 Generated a trip of 20 minutes with 3 landmarks in 0.039 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 5 - H\u00f4tel de l&#39;Europe (217 | 5) - 4 - Palais archi\u00e9piscopal (217 | 5) - 6 - \u00c9glise Saint-Georges (461 | 5) - 3 - Grande Synagogue de Lyon (217 | 5) - 10 - \u00c9glise Saint-Just (460 | 5) - 13 - Basilique Notre-Dame de Fourvi\u00e8re (281 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 13 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;125 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:09&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 182 landmarks in  \t: 0.042 seconds\nINFO     src.main:main.py:122 Total computation time\t: 8.903 seconds\nINFO     src.main:main.py:127 Generated a trip of 125 minutes with 11 landmarks in 8.945 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 2 - Excelsior Hotel Ernst (793 | 5) - 2 - St.Andreas (632 | 5) - 4 - K\u00f6lner Dom (1474 | 10) - 2 - R\u00f6misch-Germanisches Museum (901 | 60) - 5 - Gro\u00df St. Martin (582 | 5) - 9 - St. Maria im Kapitol (633 | 5) - 4 - Trinitatiskirche (604 | 5) - 11 - St. Peter (538 | 5) - 7 - Oper der Stadt K\u00f6ln (601 | 5) - 3 - Galeria (531 | 30) - 4 - St. Maria in der Kupfergasse (518 | 5) - 9 - St. Gereon (1059 | 5) - 11 - St. Ursula (529 | 5) - 10 - St. Kunibert (691 | 5) - 10 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;253 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:53&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x7b7aaac3a000&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_cologne&amp;gt;&amp;gt;\n\n    def test_cologne(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in Lyon centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [50.942352665, 6.957777972392]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 53.27 seconds\nE       assert 53.27033972740173 &amp;lt; 30\n\nsrc/tests/test_main.py:137: AssertionError\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 244 landmarks in  \t: 0.069 seconds\nINFO     src.main:main.py:122 Total computation time\t: 53.196 seconds\nINFO     src.main:main.py:127 Generated a trip of 253 minutes with 16 landmarks in 53.265 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 8 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 6 - \u00c9glise catholique Saint-Pierre-le-Jeune (197 | 5) - 8 - H\u00f4tel de Ville (295 | 5) - 4 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 8 - Bains municipaux de Strasbourg (518 | 5) - 5 - \u00c9glise Saint-\u00c9tienne (259 | 5) - 20 - Centre Administratif Ville et Eurom\u00e9tropole de Strasbourg (405 | 5) - 8 - Porte de l&#39;H\u00f4pital (207 | 5) - 3 - \u00c9glise Saint-Nicolas (303 | 5) - 8 - Cath\u00e9drale Notre-Dame (728 | 10) - 8 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;181 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 118 landmarks in  \t: 0.027 seconds\nINFO     src.main:main.py:122 Total computation time\t: 5.281 seconds\nINFO     src.main:main.py:127 Generated a trip of 181 minutes with 15 landmarks in 5.308 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 14 - Johanneskirche (351 | 5) - 11 - Evangelisch-Lutherische Kirche Z\u00fcrich (391 | 5) - 9 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 6 - Liebfrauenkirche (281 | 5) - 11 - Predigerkirche (351 | 5) - 8 - St. Peter (489 | 5) - 5 - Grossm\u00fcnster (483 | 5) - 1 - Wasserkirche (238 | 5) - 3 - Fraum\u00fcnster (531 | 5) - 0 - Fraum\u00fcnster Kreuzgang (174 | 5) - 1 - Stadthaus (191 | 5) - 5 - Rebekkabrunnen (174 | 5) - 4 - Zentralhofbrunnen (173 | 5) - 5 - Augustinerkirche (238 | 5) - 4 - St. Anna-Kapelle (191 | 5) - 6 - Globus (369 | 30) - 5 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;208 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 133 landmarks in  \t: 0.024 seconds\nINFO     src.main:main.py:122 Total computation time\t: 4.107 seconds\nINFO     src.main:main.py:127 Generated a trip of 208 minutes with 18 landmarks in 4.131 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 21 - \u00c9glise Saint-Eug\u00e8ne Sainte-C\u00e9cile (871 | 5) - 21 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 6 - Centre Georges Pompidou (1118 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 13 - Square Jean XXIII (492 | 5) - 12 - \u00c9glise Saint-\u00c9tienne-du-Mont (696 | 5) - 13 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 10 - Tour Saint-Jacques (793 | 5) - 7 - Sainte-Chapelle (1469 | 60) - 1 - Palais de Justice de Paris (531 | 5) - 9 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 8 - Pyramide du Louvre (557 | 5) - 3 - Tunnel des Tuileries (506 | 5) - 3 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 6 - Jardin Nelson Mandela (492 | 5) - 3 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;290 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 363 landmarks in  \t: 0.077 seconds\nINFO     src.main:main.py:122 Total computation time\t: 7.226 seconds\nINFO     src.main:main.py:127 Generated a trip of 290 minutes with 18 landmarks in 7.304 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 7 - New Museum (406 | 60) - 8 - Capitale (810 | 5) - 10 - Columbus Park (646 | 5) - 3 - Thomas Paine Park (394 | 5) - 3 - Collect Pond Park (485 | 5) - 10 - Tribeca Park (455 | 5) - 4 - Albert Capsouto Park (454 | 5) - 7 - New York City Fire Museum (461 | 60) - 6 - Duarte Square (685 | 5) - 12 - Petrosino Square (394 | 5) - 5 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 14 - Judson Memorial Church (518 | 5) - 12 - Grace Church (518 | 5) - 7 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 4 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 17 - Immaculate Conception Church (546 | 5) - 6 - St. Nicholas of Myra Orthodox Church (546 | 5) - 8 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 11 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;406 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;735 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x7b7aaac3a000&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_new_york&amp;gt;&amp;gt;\n\n    def test_new_york(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in New York (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 600\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [40.72592726802, -73.9920434795]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too short: 406 instead of 600\nE       assert (600 * 0.8) &amp;lt; 406\n\nsrc/tests/test_main.py:302: AssertionError\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 211 landmarks in  \t: 0.028 seconds\nINFO     src.main:main.py:122 Total computation time\t: 0.701 seconds\nINFO     src.main:main.py:127 Generated a trip of 406 minutes with 23 landmarks in 0.729 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 5) - 9 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 7 - Galeries Lafayette (197 | 30) - 3 - Westfield La Part-Dieu (546 | 30) - 2 - Muji (259 | 30) - 25 - Grand H\u00f4tel-Dieu (546 | 30) - 5 - finish (0 | 5) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;60 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x7b7aaac3a000&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_shopping&amp;gt;&amp;gt;\n\n    def test_shopping(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b03 : Custom test in Lyon centre to ensure shopping clusters are found.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        for elem in landmarks :\n            print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n        assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\n&amp;gt;       assert duration_minutes*1.2 &amp;gt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too long: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too long: 300 instead of 240\nE       assert (240 * 1.2) &amp;gt; 300\n\nsrc/tests/test_main.py:344: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=9]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=7]\nLandmark(shopping): [Galeries Lafayette @(45.7627107, 4.8556833), score=197, time_to_next=3]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=2]\nLandmark(shopping): [Muji @(45.7615971, 4.8543781), score=259, time_to_next=25]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=5]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:65 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:97 Fetched 7 landmarks in  \t: 0.009 seconds\nINFO     src.main:main.py:122 Total computation time\t: 0.047 seconds\nINFO     src.main:main.py:127 Generated a trip of 300 minutes with 9 landmarks in 0.056 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;161 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nINFO     src.main:main.py:100 Fetched 17 landmarks in  \t: 0.006 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.059 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.022 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.082 seconds\nINFO     src.main:main.py:130 Generated a trip of 23 minutes with 4 landmarks in 0.087 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - H\u00f4tel de l&#39;Europe (217 | 5) - 4 - Palais archi\u00e9piscopal (217 | 5) - 1 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Impasse Turquet (259 | 5) - 2 - \u00c9glise Saint-Georges (461 | 5) - 9 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 4 - \u00c9glise Saint-Paul (238 | 5) - 4 - \u00c9glise Notre-Dame-Saint-Vincent (325 | 5) - 8 - \u00c9glise Saint-Nizier (351 | 5) - 14 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;130 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:02&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 351 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 3 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 352 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 626 landmarks in  \t: 0.112 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 3389\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 2 times, objective value : 3818\nDEBUG    src.main:main.py:123 First stage optimization\t: 1.675 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.706 seconds\nINFO     src.main:main.py:125 Total computation time\t: 2.382 seconds\nINFO     src.main:main.py:130 Generated a trip of 130 minutes with 14 landmarks in 2.493 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/constants.py b/backend/src/constants.py
index 60a26c7..61e215c 100644
--- a/backend/src/constants.py
+++ b/backend/src/constants.py
@@ -2,6 +2,7 @@
 
 import os
 from pathlib import Path
+from typing import List, Literal
 
 
 LOCATION_PREFIX = Path('src')
@@ -14,6 +15,7 @@ OPTIMIZER_PARAMETERS_PATH = PARAMETERS_DIR / 'optimizer_parameters.yaml'
 cache_dir_string = os.getenv('OSM_CACHE_DIR', './cache')
 OSM_CACHE_DIR = Path(cache_dir_string)
 
+OSM_TYPES = List[Literal['way', 'node', 'relation']]
 
 MEMCACHED_HOST_PATH = os.getenv('MEMCACHED_HOST_PATH', None)
 if MEMCACHED_HOST_PATH == "none":
diff --git a/backend/src/main.py b/backend/src/main.py
index cdae598..b5d9d35 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -3,7 +3,7 @@
 import logging
 import time
 from contextlib import asynccontextmanager
-from fastapi import FastAPI, HTTPException, Query
+from fastapi import FastAPI, HTTPException, BackgroundTasks, Query
 
 from .logging_config import configure_logging
 from .structs.landmark import Landmark, Toilets
@@ -14,8 +14,10 @@ from .utils.landmarks_manager import LandmarkManager
 from .utils.toilets_manager import ToiletsManager
 from .optimization.optimizer import Optimizer
 from .optimization.refiner import Refiner
+from .overpass.overpass import fill_cache
 from .cache import client as cache_client
 
+
 logger = logging.getLogger(__name__)
 
 manager = LandmarkManager()
@@ -35,7 +37,6 @@ async def lifespan(app: FastAPI):
 app = FastAPI(lifespan=lifespan)
 
 
-
 @app.post("/trip/new")
 def new_trip(preferences: Preferences,
              start: tuple[float, float],
@@ -127,6 +128,9 @@ def new_trip(preferences: Preferences,
     # upon creation of the trip, persistence of both the trip and its landmarks is ensured.
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
+    
+    background_tasks = BackgroundTasks(fill_cache())
+
     return trip
 
 
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index 9ca11b7..750ad62 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -1,9 +1,9 @@
-"""Module defining the caching strategy for overpass requests."""
 import os
 import xml.etree.ElementTree as ET
 import hashlib
+import time
 
-from ..constants import OSM_CACHE_DIR
+from ..constants import OSM_CACHE_DIR, OSM_TYPES
 
 
 def get_cache_key(query: str) -> str:
@@ -13,14 +13,9 @@ def get_cache_key(query: str) -> str:
     """
     return hashlib.md5(query.encode('utf-8')).hexdigest()
 
-
 class CachingStrategyBase:
     """
     Base class for implementing caching strategies.
-
-    This class defines the structure for a caching strategy with basic methods
-    that must be implemented by subclasses. Subclasses should define how to
-    retrieve, store, and close the cache.
     """
     def get(self, key):
         """Retrieve the cached data associated with the provided key."""
@@ -30,6 +25,15 @@ class CachingStrategyBase:
         """Store data in the cache with the specified key."""
         raise NotImplementedError('Subclass should implement set')
 
+    def set_hollow(self, key, cell: tuple, osm_types: OSM_TYPES,
+                    selector: str, conditions=[], out='center'):
+        """Create a hollow (empty) cache entry with a specific key."""
+        raise NotImplementedError('Subclass should implement set_hollow')
+
+    def fill_hollow(self, key, value):
+        """Fill in the cache for an existing hollow entry."""
+        raise NotImplementedError('Subclass should implement fill_hollow')
+
     def close(self):
         """Clean up or close any resources used by the caching strategy."""
 
@@ -37,22 +41,10 @@ class CachingStrategyBase:
 class XMLCache(CachingStrategyBase):
     """
     A caching strategy that stores and retrieves data in XML format.
-
-    This class provides methods to cache data as XML files in a specified directory.
-    The directory is automatically suffixed with '_XML' to distinguish it from other
-    caching strategies. The data is stored and retrieved using XML serialization.
-
-    Args:
-        cache_dir (str): The base directory where XML cache files will be stored.
-                         Defaults to 'OSM_CACHE_DIR' with a '_XML' suffix.
-
-    Methods:
-        get(key): Retrieve cached data from a XML file associated with the given key.
-        set(key, value): Store data in a XML file with the specified key.
     """
     def __init__(self, cache_dir=OSM_CACHE_DIR):
         # Add the class name as a suffix to the directory
-        self._cache_dir = f'{cache_dir}_XML'
+        self._cache_dir = f'{cache_dir}'
         if not os.path.exists(self._cache_dir):
             os.makedirs(self._cache_dir)
 
@@ -68,7 +60,6 @@ class XMLCache(CachingStrategyBase):
                 tree = ET.parse(filename)
                 return tree.getroot()  # Return the root element of the parsed XML
             except ET.ParseError:
-                # print(f"Error parsing cached XML file: {filename}")
                 return None
         return None
 
@@ -77,25 +68,41 @@ class XMLCache(CachingStrategyBase):
         filename = self._filename(key)
         tree = ET.ElementTree(value)  # value is expected to be an ElementTree root element
         try:
-            # Write the XML data to a file
             with open(filename, 'wb') as file:
                 tree.write(file, encoding='utf-8', xml_declaration=True)
         except IOError as e:
             raise IOError(f"Error writing to cache file: {filename} - {e}") from e
 
+    def set_hollow(self, key, cell: tuple, osm_types: OSM_TYPES,
+                    selector: str, conditions=[], out='center'):
+        """Create an empty placeholder cache entry for a future fill."""
+        hollow_key = f'hollow_{key}'
+        filename = self._filename(hollow_key)
+    
+        # Create the root element <cache>
+        root = ET.Element("params")
+        # Add sub-elements with provided values
+        ET.SubElement(root, "key").text = key
+        ET.SubElement(root, "cell").text = f"({cell[0]}, {cell[1]})"
+        ET.SubElement(root, "osm_types").text = ','.join(osm_types)
+        ET.SubElement(root, "selector").text = selector
+        ET.SubElement(root, "conditions").text = ','.join(conditions) if conditions else "none"
+        ET.SubElement(root, "out").text = out
+
+        # Create an ElementTree object from the root
+        tree = ET.ElementTree(root)
+
+        # Write the XML to the file
+        with open(filename, 'wb') as file:
+            tree.write(file, encoding='utf-8', xml_declaration=True)
+
+    def close(self):
+        """Cleanup method, if needed."""
+        pass
 
 class CachingStrategy:
     """
     A class to manage different caching strategies.
-
-    This class provides an interface to switch between different caching strategies 
-    (e.g., XMLCache, JSONCache) dynamically. It allows caching data in different formats, 
-    depending on the strategy being used. By default, it uses the XMLCache strategy.
-
-    Attributes:
-    __strategy (CachingStrategyBase): The currently active caching strategy.
-    __strategies (dict): A mapping between strategy names (as strings) and their corresponding
-                         classes, allowing dynamic selection of caching strategies.
     """
     __strategy = XMLCache()  # Default caching strategy
     __strategies = {
@@ -104,37 +111,31 @@ class CachingStrategy:
 
     @classmethod
     def use(cls, strategy_name='XML', **kwargs):
-        """
-        Set the caching strategy based on the strategy_name provided.
-
-        Args:
-            strategy_name (str): The name of the caching strategy (e.g., 'XML').
-            **kwargs: Additional keyword arguments to pass when initializing the strategy.
-        """
-        # If a previous strategy exists, close it
         if cls.__strategy:
             cls.__strategy.close()
 
-        # Retrieve the strategy class based on the strategy name
         strategy_class = cls.__strategies.get(strategy_name)
-
         if not strategy_class:
             raise ValueError(f"Unknown caching strategy: {strategy_name}")
 
-        # Instantiate the new strategy with the provided arguments
         cls.__strategy = strategy_class(**kwargs)
         return cls.__strategy
 
     @classmethod
     def get(cls, key):
-        """Get data from the current strategy's cache."""
-        if not cls.__strategy:
-            raise RuntimeError("Caching strategy has not been set.")
         return cls.__strategy.get(key)
 
     @classmethod
     def set(cls, key, value):
-        """Set data in the current strategy's cache."""
-        if not cls.__strategy:
-            raise RuntimeError("Caching strategy has not been set.")
         cls.__strategy.set(key, value)
+
+    @classmethod
+    def set_hollow(cls, key, cell: tuple, osm_types: OSM_TYPES,
+                    selector: str, conditions=[], out='center'):
+        """Create a hollow cache entry."""
+        cls.__strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
+
+    @classmethod
+    def fill_hollow(cls, key, value):
+        """Fill in the hollow cache entry with actual data."""
+        cls.__strategy.fill_hollow(key, value)
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 505053c..1318777 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -1,14 +1,15 @@
 """Module allowing connexion to overpass api and fectch data from OSM."""
-from typing import Literal, List
+import os
 import urllib
+import math
 import logging
 import xml.etree.ElementTree as ET
 
 from .caching_strategy import get_cache_key, CachingStrategy
-from ..constants import OSM_CACHE_DIR
+from ..constants import OSM_CACHE_DIR, OSM_TYPES
 
-logger = logging.getLogger('Overpass')
-osm_types = List[Literal['way', 'node', 'relation']]
+
+RESOLUTION = 0.05
 
 
 class Overpass :
@@ -16,6 +17,9 @@ class Overpass :
     Overpass class to manage the query building and sending to overpass api.
     The caching strategy is a part of this class and initialized upon creation of the Overpass object.
     """
+    logger = logging.getLogger(__name__)
+
+
     def __init__(self, caching_strategy: str = 'XML', cache_dir: str = OSM_CACHE_DIR) :
         """
         Initialize the Overpass instance with the url, headers and caching strategy.
@@ -26,16 +30,14 @@ class Overpass :
 
 
     @classmethod
-    def build_query(self, area: tuple, osm_types: osm_types,
+    def build_query(self, bbox: tuple, osm_types: OSM_TYPES,
                     selector: str, conditions=[], out='center') -> str:
         """
         Constructs a query string for the Overpass API to retrieve OpenStreetMap (OSM) data.
 
         Args:
-            area (tuple): A tuple representing the geographical search area, typically in the format 
-                        (radius, latitude, longitude). The first element is a string like "around:2000" 
-                        specifying the search radius, and the second and third elements represent 
-                        the latitude and longitude as floats or strings.
+            bbox (tuple): A tuple representing the geographical search area, typically in the format 
+                        (lat_min, lon_min, lat_max, lon_max).
             osm_types (list[str]): A list of OSM element types to search for. Must be one or more of 
                                     'Way', 'Node', or 'Relation'.
             selector (str): The key or tag to filter the OSM elements (e.g., 'amenity', 'highway', etc.).
@@ -52,7 +54,6 @@ class Overpass :
         Notes:
             - If no conditions are provided, the query will just use the `selector` to filter the OSM 
             elements without additional constraints.
-            - The search area must always formatted as "(radius, lat, lon)".
         """
         if not isinstance(conditions, list) :
             conditions = [conditions]
@@ -61,15 +62,8 @@ class Overpass :
 
         query = '('
 
-        # Round the radius to nearest 50 and coordinates to generate less queries
-        if area[0] > 500 :
-            search_radius = round(area[0] / 50) * 50
-            loc = tuple((round(area[1], 2), round(area[2], 2)))
-        else :
-            search_radius = round(area[0] / 25) * 25
-            loc = tuple((round(area[1], 3), round(area[2], 3)))
-
-        search_area = f"(around:{search_radius}, {str(loc[0])}, {str(loc[1])})"
+        # convert the bbox to string.
+        bbox_str = f"({','.join(map(str, bbox))})"
 
         if conditions :
             conditions = '(if: ' + ' && '.join(conditions) + ')'
@@ -77,14 +71,15 @@ class Overpass :
             conditions = ''
 
         for elem in osm_types :
-            query += elem + '[' + selector + ']' + conditions + search_area + ';'
+            query += elem + '[' + selector + ']' + conditions + bbox_str + ';'
 
         query += ');' + f'out {out};'
 
         return query
 
 
-    def send_query(self, query: str) -> ET:
+    def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
+                    selector: str, conditions=[], out='center') -> ET:
         """
         Sends the Overpass QL query to the Overpass API and returns the parsed JSON response.
 
@@ -94,18 +89,42 @@ class Overpass :
         Returns:
             dict: The parsed JSON response from the Overpass API, or None if the request fails.
         """
+        # Determine which grid cells overlap with this bounding box.
+        overlapping_cells = self.get_overlapping_cells(bbox)
 
-        # Generate a cache key for the current query
-        cache_key = get_cache_key(query)
+        # Check the cache for any data that overlaps with these cells
+        cell_key_dict = {}
+        for cell in overlapping_cells :
+            for elem in osm_types :
+                key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
+            
+            cell_key_dict[cell] = get_cache_key(key_str)
 
-        # Try to fetch the result from the cache
-        cached_response = self.caching_strategy.get(cache_key)
-        if cached_response is not None :
-            logger.debug("Cache hit.")
-            return cached_response
+        cached_responses = []
+        hollow_cache_keys = []
+
+        # Retrieve the cached data and mark the missing entries as hollow
+        for cell, key in cell_key_dict.items():
+            cached_data = self.caching_strategy.get(key)
+            if cached_data is not None :
+                cached_responses.append(cached_data)
+            else:
+                # Cache miss: Mark the cache key as hollow
+                self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
+                hollow_cache_keys.append(key)
+
+        # If there is no missing data, return the cached responses
+        if not hollow_cache_keys :
+            self.logger.debug(f'Cache hit.')
+            return self.combine_cached_data(cached_responses)
+        
+        # TODO If there is SOME missing data : hybrid stuff with partial cache
+        
+        # Build the query string in case of needed overpass query
+        query_str = self.build_query(bbox, osm_types, selector, conditions, out)
 
         # Prepare the data to be sent as POST request, encoded as bytes
-        data = urllib.parse.urlencode({'data': query}).encode('utf-8')
+        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
 
         try:
             # Create a Request object with the specified URL, data, and headers
@@ -117,9 +136,7 @@ class Overpass :
                 response_data = response.read().decode('utf-8')
                 root = ET.fromstring(response_data)
 
-                # Cache the response data as an ElementTree root
-                self.caching_strategy.set(cache_key, root)
-                logger.debug("Response data added to cache.")
+                self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
 
                 return root
 
@@ -127,7 +144,108 @@ class Overpass :
             raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
 
 
-def get_base_info(elem: ET.Element, osm_type: osm_types, with_name=False) :
+    def build_query_from_hollow(self, xml_string):
+        """Extract variables from an XML string."""
+        
+        # Parse the XML string into an ElementTree object
+        root = ET.fromstring(xml_string)
+        
+        # Extract values from the XML tree
+        key = root.find('key').text
+        cell = tuple(map(float, root.find('cell').text.strip('()').split(',')))
+        bbox = self.get_bbox_from_grid_cell(cell[0], cell[1])
+        osm_types = root.find('osm_types').text.split(',')
+        selector = root.find('selector').text
+        conditions = root.find('conditions').text.split(',') if root.find('conditions').text != "none" else []
+        out = root.find('out').text
+
+        query_str = self.build_query(bbox, osm_types, selector, conditions, out)
+        
+        return query_str, key
+
+    def get_grid_cell(self, lat: float, lon: float):
+        """
+        Returns the grid cell coordinates for a given latitude and longitude.
+        Each grid cell is 0.05°lat x 0.05°lon resolution in size.
+        """
+        lat_index = math.floor(lat / RESOLUTION)
+        lon_index = math.floor(lon / RESOLUTION)
+        return (lat_index, lon_index)
+
+
+    def get_bbox_from_grid_cell(self, lat_index: int, lon_index: int):
+        """
+        Returns the bounding box for a given grid cell index.
+        Each grid cell is resolution x resolution in size.
+
+        The bounding box is returned as (min_lat, min_lon, max_lat, max_lon).
+        """
+        # Calculate the southwest (min_lat, min_lon) corner of the bounding box
+        min_lat = round(lat_index * RESOLUTION, 2)
+        min_lon = round(lon_index * RESOLUTION, 2)
+
+        # Calculate the northeast (max_lat, max_lon) corner of the bounding box
+        max_lat = round((lat_index + 1) * RESOLUTION, 2)
+        max_lon = round((lon_index + 1) * RESOLUTION, 2)
+
+        return (min_lat, min_lon, max_lat, max_lon)
+
+
+
+    def get_overlapping_cells(self, query_bbox: tuple):
+        """
+        Returns a set of all grid cells that overlap with the given bounding box.
+        """
+        # Extract location from the query bbox
+        lat_min, lon_min, lat_max, lon_max = query_bbox
+
+        min_lat_cell, min_lon_cell = self.get_grid_cell(lat_min, lon_min)
+        max_lat_cell, max_lon_cell = self.get_grid_cell(lat_max, lon_max)
+
+        overlapping_cells = set()
+        for lat_idx in range(min_lat_cell, max_lat_cell + 1):
+            for lon_idx in range(min_lon_cell, max_lon_cell + 1):
+                overlapping_cells.add((lat_idx, lon_idx))
+        
+        return overlapping_cells
+
+
+    def combine_cached_data(self, cached_data_list):
+        """
+        Combines data from multiple cached responses into a single result.
+        """
+        combined_data = ET.Element("osm")
+        for cached_data in cached_data_list:
+            for element in cached_data:
+                combined_data.append(element)
+        return combined_data
+    
+
+    def fill_cache(self, query_str: str, cache_key) :
+        
+        # Prepare the data to be sent as POST request, encoded as bytes
+        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
+
+        try:
+            # Create a Request object with the specified URL, data, and headers
+            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
+
+            # Send the request and read the response
+            with urllib.request.urlopen(request) as response:
+                # Read and decode the response
+                response_data = response.read().decode('utf-8')
+                root = ET.fromstring(response_data)
+
+                self.caching_strategy.set(cache_key, root)
+                self.logger.debug(f'Cache set')
+
+        except urllib.error.URLError as e:
+            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+
+
+
+
+def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
     """
     Extracts base information (coordinates, OSM ID, and optionally a name) from an OSM element.
 
@@ -169,3 +287,26 @@ def get_base_info(elem: ET.Element, osm_type: osm_types, with_name=False) :
         return osm_id, coords, name
     else :
         return osm_id, coords
+
+
+def fill_cache():
+
+    overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
+
+    with os.scandir(OSM_CACHE_DIR) as it:
+        for entry in it:
+            if entry.is_file() and entry.name.startswith('hollow_'):
+                
+                # Read the whole file content as a string
+                with open(entry.path, 'r') as f:
+                    xml_string = f.read()  
+
+                # Build the query and cache key from the hollow XML string
+                query_str, key = overpass.build_query_from_hollow(xml_string)
+                
+                # Fill the cache with the query and key
+                overpass.fill_cache(query_str, key)
+
+                # Now delete the file as the cache is filled
+                os.remove(entry.path)
+                
diff --git a/backend/src/parameters/landmark_parameters.yaml b/backend/src/parameters/landmark_parameters.yaml
index 159f19f..0cb8959 100644
--- a/backend/src/parameters/landmark_parameters.yaml
+++ b/backend/src/parameters/landmark_parameters.yaml
@@ -1,4 +1,4 @@
-city_bbox_side: 7500 #m
+max_bbox_side: 4000   #m
 radius_close_to: 50
 church_coeff: 0.55
 nature_coeff: 1.4
diff --git a/backend/src/structs/landmark.py b/backend/src/structs/landmark.py
index 50c9d78..ecb27ec 100644
--- a/backend/src/structs/landmark.py
+++ b/backend/src/structs/landmark.py
@@ -2,7 +2,7 @@
 
 from typing import Optional, Literal
 from uuid import uuid4, UUID
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, ConfigDict, Field
 
 
 # Output to frontend
@@ -144,8 +144,4 @@ class Toilets(BaseModel) :
         """
         return f'Toilets @{self.location}'
 
-    class Config:
-        """
-        This allows us to easily convert the model to and from dictionaries
-        """
-        from_attributes = True
+    model_config = ConfigDict(from_attributes=True)
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index 8cbcdd3..80b7633 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -27,8 +27,8 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
         "/trip/new",
         json={
             "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
-            "nature": {"type": "nature", "score": 5},
-            "shopping": {"type": "shopping", "score": 5},
+            "nature": {"type": "nature", "score": 0},
+            "shopping": {"type": "shopping", "score": 0},
             "max_time_minute": duration_minutes,
             "detour_tolerance_minute": 0},
             "start": [48.084588, 7.280405]
@@ -51,11 +51,11 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert response.status_code == 200  # check for successful planning
     assert isinstance(landmarks, list)  # check that the return type is a list
     assert len(landmarks) > 2           # check that there is something to visit
+    assert comp_time < 30, f"Computation time exceeded 30 seconds: {comp_time:.2f} seconds"
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
-
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
diff --git a/backend/src/utils/cluster_manager.py b/backend/src/utils/cluster_manager.py
index 95d3f14..11ed333 100644
--- a/backend/src/utils/cluster_manager.py
+++ b/backend/src/utils/cluster_manager.py
@@ -10,6 +10,8 @@ from ..overpass.overpass import Overpass, get_base_info
 from ..structs.landmark import Landmark
 from .get_time_distance import get_distance
 from ..constants import OSM_CACHE_DIR
+from .utils import create_bbox
+
 
 
 # silence the overpass logger
@@ -81,7 +83,6 @@ class ClusterManager:
         # Setup the caching in the Overpass class.
         self.overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
 
-
         self.cluster_type = cluster_type
         if cluster_type == 'shopping' :
             osm_types = ['node']
@@ -95,16 +96,13 @@ class ClusterManager:
             raise NotImplementedError("Please choose only an available option for cluster detection")
 
         # Initialize the points for cluster detection
-        query = self.overpass.build_query(
-            area = bbox,
+        try:
+            result = self.overpass.send_query(
+            bbox = bbox,
             osm_types = osm_types,
             selector = sel,
             out = out
         )
-        self.logger.debug(f"Cluster query: {query}")
-
-        try:
-            result = self.overpass.send_query(query)
         except Exception as e:
             self.logger.error(f"Error fetching landmarks: {e}")
 
@@ -218,9 +216,8 @@ class ClusterManager:
         """
 
         # Define the bounding box for a given radius around the coordinates
-        lat, lon = cluster.centroid
-        bbox = (1000, lat, lon)
-
+        bbox = create_bbox(cluster.centroid, 1000)
+        
         # Query neighborhoods and shopping malls
         selectors = ['"place"~"^(suburb|neighborhood|neighbourhood|quarter|city_block)$"']
 
@@ -238,15 +235,12 @@ class ClusterManager:
         osm_types = ['node', 'way', 'relation']
 
         for sel in selectors :
-            query = self.overpass.build_query(
-                area = bbox,
-                osm_types = osm_types,
-                selector = sel,
-                out = 'ids center'
-            )
-
             try:
-                result = self.overpass.send_query(query)
+                result = self.overpass.send_query(bbox = bbox,
+                                                  osm_types = osm_types,
+                                                  selector = sel,
+                                                  out = 'ids center'
+                                                  )
             except Exception as e:
                 self.logger.error(f"Error fetching landmarks: {e}")
                 continue
diff --git a/backend/src/utils/landmarks_manager.py b/backend/src/utils/landmarks_manager.py
index 6aabace..26990f2 100644
--- a/backend/src/utils/landmarks_manager.py
+++ b/backend/src/utils/landmarks_manager.py
@@ -1,5 +1,6 @@
 """Module used to import data from OSM and arrange them in categories."""
 import logging
+import math as m
 import xml.etree.ElementTree as ET
 import yaml
 
@@ -9,12 +10,10 @@ from ..structs.landmark import Landmark
 from .take_most_important import take_most_important
 from .cluster_manager import ClusterManager
 from ..overpass.overpass import Overpass, get_base_info
+from .utils import create_bbox
 
 from ..constants import AMENITY_SELECTORS_PATH, LANDMARK_PARAMETERS_PATH, OPTIMIZER_PARAMETERS_PATH, OSM_CACHE_DIR
 
-# silence the overpass logger
-logging.getLogger('Overpass').setLevel(level=logging.CRITICAL)
-
 
 class LandmarkManager:
     """
@@ -37,8 +36,7 @@ class LandmarkManager:
 
         with LANDMARK_PARAMETERS_PATH.open('r') as f:
             parameters = yaml.safe_load(f)
-            self.max_bbox_side = parameters['city_bbox_side']
-            self.radius_close_to = parameters['radius_close_to']
+            self.max_bbox_side = parameters['max_bbox_side']
             self.church_coeff = parameters['church_coeff']
             self.nature_coeff = parameters['nature_coeff']
             self.overall_coeff = parameters['overall_coeff']
@@ -80,13 +78,13 @@ class LandmarkManager:
         """
         self.logger.debug('Starting to fetch landmarks...')
         max_walk_dist = int((preferences.max_time_minute/2)/60*self.walking_speed*1000/self.detour_factor)
-        reachable_bbox_side = min(max_walk_dist, self.max_bbox_side)
+        radius = min(max_walk_dist, int(self.max_bbox_side/2))
 
         # use set to avoid duplicates, this requires some __methods__ to be set in Landmark
         all_landmarks = set()
 
         # Create a bbox using the around technique, tuple of strings
-        bbox = tuple((min(2000, reachable_bbox_side/2), center_coordinates[0], center_coordinates[1]))
+        bbox = create_bbox(center_coordinates, radius)
 
         # list for sightseeing
         if preferences.sightseeing.score != 0:
@@ -193,17 +191,15 @@ class LandmarkManager:
                 query_conditions = []
                 osm_types.append('node')
 
-            query = self.overpass.build_query(
-                area = bbox,
+            # Send the overpass query
+            try:
+                result = self.overpass.send_query(
+                bbox = bbox,
                 osm_types = osm_types,
                 selector = sel,
                 conditions = query_conditions,        # except for nature....
                 out = 'center'
                 )
-            self.logger.debug(f"Query: {query}")
-
-            try:
-                result = self.overpass.send_query(query)
             except Exception as e:
                 self.logger.error(f"Error fetching landmarks: {e}")
                 continue
diff --git a/backend/src/utils/utils.py b/backend/src/utils/utils.py
new file mode 100644
index 0000000..23e9b52
--- /dev/null
+++ b/backend/src/utils/utils.py
@@ -0,0 +1,27 @@
+"""Various helper functions"""
+import math as m
+
+def create_bbox(coords: tuple[float, float], radius: int):
+    """
+    Create a bounding box around the given coordinates.
+
+    Args:
+        coords (tuple[float, float]): The latitude and longitude of the center of the bounding box.
+        radius (int): The half-side length of the bounding box in meters.
+
+    Returns:
+        tuple[float, float, float, float]: The minimum latitude, minimum longitude, maximum latitude, and maximum longitude
+                                            defining the bounding box.
+    """
+    # Earth's radius in meters
+    R = 6378137
+    lat, lon = coords
+    d_lat = radius / R
+    d_lon = radius / (R * m.cos(m.pi * lat / 180))
+
+    lat_min = lat - d_lat * 180 / m.pi
+    lat_max = lat + d_lat * 180 / m.pi
+    lon_min = lon - d_lon * 180 / m.pi
+    lon_max = lon + d_lon * 180 / m.pi
+
+    return (lat_min, lon_min, lat_max, lon_max)
\ No newline at end of file

From a3243431e0ad854293ec92a3478cf63d4c6867fe Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 17:02:41 +0100
Subject: [PATCH 02/22] better cache

---
 backend/report.html              |  12 +-
 backend/src/overpass/overpass.py | 215 ++++++++++++++++---------------
 2 files changed, 115 insertions(+), 112 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index ef617d6..2faa121 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 27-Jan-2025 at 14:23:18 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 27-Jan-2025 at 16:58:26 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">2 tests took 00:00:03.</p>
+        <p class="run-count">8 tests took 00:00:58.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
-            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
+            <span class="failed">2 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">2 Passed,</span>
+            <span class="passed">6 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;161 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nINFO     src.main:main.py:100 Fetched 17 landmarks in  \t: 0.006 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.059 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.022 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.082 seconds\nINFO     src.main:main.py:130 Generated a trip of 23 minutes with 4 landmarks in 0.087 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - H\u00f4tel de l&#39;Europe (217 | 5) - 4 - Palais archi\u00e9piscopal (217 | 5) - 1 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Impasse Turquet (259 | 5) - 2 - \u00c9glise Saint-Georges (461 | 5) - 9 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 4 - \u00c9glise Saint-Paul (238 | 5) - 4 - \u00c9glise Notre-Dame-Saint-Vincent (325 | 5) - 8 - \u00c9glise Saint-Nizier (351 | 5) - 14 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;130 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:02&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 351 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 3 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 352 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:118 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 626 landmarks in  \t: 0.112 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 3389\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 2 times, objective value : 3818\nDEBUG    src.main:main.py:123 First stage optimization\t: 1.675 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.706 seconds\nINFO     src.main:main.py:125 Total computation time\t: 2.382 seconds\nINFO     src.main:main.py:130 Generated a trip of 130 minutes with 14 landmarks in 2.493 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;151 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nINFO     src.main:main.py:100 Fetched 17 landmarks in  \t: 0.005 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.055 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.021 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.075 seconds\nINFO     src.main:main.py:130 Generated a trip of 23 minutes with 4 landmarks in 0.081 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 2 - Impasse Turquet (259 | 5) - 5 - Cath\u00e9drale Saint-Jean (347 | 10) - 7 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique Notre-Dame de Fourvi\u00e8re (281 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 6 - \u00c9glise Notre-Dame-Saint-Vincent (325 | 5) - 13 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;119 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 351 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 3 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 352 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 626 landmarks in  \t: 0.126 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 2773\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 3490\nDEBUG    src.main:main.py:123 First stage optimization\t: 3.411 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 1.106 seconds\nINFO     src.main:main.py:125 Total computation time\t: 4.517 seconds\nINFO     src.main:main.py:130 Generated a trip of 119 minutes with 12 landmarks in 4.643 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - St. Kunibert (691 | 5) - 12 - K\u00f6lner Dom (1474 | 10) - 7 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 6 - St. Maria im Kapitol (633 | 5) - 7 - AntoniterCityKirche (546 | 5) - 9 - Wasserturm Hotel Cologne (696 | 5) - 11 - Schauspielhaus K\u00f6ln (477 | 5) - 7 - St. Aposteln (825 | 5) - 6 - Galeria (531 | 30) - 10 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 9 - St.Andreas (632 | 5) - 7 - St. Ursula (529 | 5) - 7 - Excelsior Hotel Ernst (793 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;244 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:13&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 465 landmarks of type sightseeing in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 133 landmarks of type nature in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 7 landmarks of type shopping in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 4 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 498 landmarks in  \t: 0.193 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 2 times, objective value : 9283\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 11249\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.834 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 11.72 seconds\nINFO     src.main:main.py:125 Total computation time\t: 12.554 seconds\nINFO     src.main:main.py:130 Generated a trip of 244 minutes with 18 landmarks in 12.747 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 6 - \u00c9glise catholique Saint-Pierre-le-Jeune (197 | 5) - 13 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 8 - Bains municipaux de Strasbourg (518 | 5) - 3 - \u00c9glise Saint-Guillaume (325 | 5) - 6 - \u00c9glise catholique Sainte-Madeleine (238 | 5) - 13 - Centre Administratif Ville et Eurom\u00e9tropole de Strasbourg (405 | 5) - 11 - \u00c9glise Saint-Nicolas (303 | 5) - 1 - Pont Saint-Nicolas (217 | 5) - 6 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;172 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 142 landmarks of type sightseeing in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 258 landmarks of type nature in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 3 landmarks of type shopping in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 2 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 289 landmarks in  \t: 0.133 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 4757\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 4778\nDEBUG    src.main:main.py:123 First stage optimization\t: 3.407 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 6.602 seconds\nINFO     src.main:main.py:125 Total computation time\t: 10.009 seconds\nINFO     src.main:main.py:130 Generated a trip of 172 minutes with 15 landmarks in 10.142 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 13 - Labyrinthplatz (217 | 5) - 13 - Heilsarmee Open Heart (259 | 5) - 6 - Johanneskirche (351 | 5) - 11 - Evangelisch-Lutherische Kirche Z\u00fcrich (391 | 5) - 9 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 6 - Liebfrauenkirche (281 | 5) - 10 - Friedenskirche (207 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Wasserkirche (238 | 5) - 8 - Ganymed (217 | 5) - 6 - Stadthaus (191 | 5) - 1 - Fraum\u00fcnster (531 | 5) - 5 - Augustinerkirche (238 | 5) - 2 - St. Peter (489 | 5) - 8 - Predigerkirche (351 | 5) - 11 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;194 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 116 landmarks of type sightseeing in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 112 landmarks of type nature in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 7 landmarks of type shopping in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 4 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:90 Cache miss. Fetching data through Overpass\nQuery = (node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:90 Cache miss. Fetching data through Overpass\nQuery = (node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834););out ids center;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 218 landmarks in  \t: 0.754 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 6 times, objective value : 3540\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 4813\nDEBUG    src.main:main.py:123 First stage optimization\t: 4.811 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 2.069 seconds\nINFO     src.main:main.py:125 Total computation time\t: 6.88 seconds\nINFO     src.main:main.py:130 Generated a trip of 194 minutes with 17 landmarks in 7.635 seconds.\nDEBUG    src.overpass.overpass:overpass.py:117 Cache set\nDEBUG    src.overpass.overpass:overpass.py:117 Cache set\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 21 - \u00c9glise Saint-Eug\u00e8ne Sainte-C\u00e9cile (871 | 5) - 21 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 6 - Centre Georges Pompidou (1118 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 10 - Shopping Area (564 | 40) - 19 - Bassin de l&#39;Arsenal (975 | 5) - 14 - La Seine (541 | 5) - 6 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 8 - Sainte-Chapelle (1469 | 60) - 1 - Palais de Justice de Paris (531 | 5) - 9 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 8 - Pyramide du Louvre (557 | 5) - 13 - Jardin des Tuileries (885 | 5) - 12 - Palais du Louvre (891 | 5) - 15 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;340 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:14&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 837 landmarks of type sightseeing in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 578 landmarks of type nature in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 31 landmarks of type shopping in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 26 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 1192 landmarks in  \t: 0.283 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 11860\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 12232\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.183 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 13.718 seconds\nINFO     src.main:main.py:125 Total computation time\t: 13.901 seconds\nINFO     src.main:main.py:130 Generated a trip of 340 minutes with 17 landmarks in 14.184 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Capitale (810 | 5) - 9 - Museum at Eldridge Street (604 | 60) - 10 - Columbus Park (646 | 5) - 15 - Saint Paul&#39;s Chapel (575 | 5) - 5 - John Street Methodist Church (575 | 5) - 9 - The Queen Elizabeth II September 11th Garden (530 | 5) - 7 - Alexander Hamilton U.S. Custom House (604 | 5) - 4 - Battery Park (530 | 5) - 11 - Trinity Church (721 | 5) - 7 - 9/11 Memorial &amp; Museum (750 | 60) - 3 - One World Trade Center (840 | 5) - 8 - Washington Market Park (530 | 5) - 14 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 23 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 14 - Madison Square Garden (691 | 5) - 18 - Madison Square Park (646 | 5) - 20 - Grace Church (518 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;456 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x70bc82f91970&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_new_york&amp;gt;&amp;gt;\n\n    def test_new_york(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in New York (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 600\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [40.72592726802, -73.9920434795]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too short: 456 instead of 600\nE       assert (600 * 0.8) &amp;lt; 456\n\nsrc/tests/test_main.py:302: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 243 landmarks of type sightseeing in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 316 landmarks of type nature in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 11 landmarks of type shopping in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 5 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 544 landmarks in  \t: 0.079 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 21 times, objective value : 7090\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 1 times, objective value : 13177\nDEBUG    src.main:main.py:123 First stage optimization\t: 5.001 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.173 seconds\nINFO     src.main:main.py:125 Total computation time\t: 5.174 seconds\nINFO     src.main:main.py:130 Generated a trip of 456 minutes with 23 landmarks in 5.254 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 7 - Galeries Lafayette (197 | 30) - 2 - HEMA (156 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;579 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x70bc82f91970&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_shopping&amp;gt;&amp;gt;\n\n    def test_shopping(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b03 : Custom test in Lyon centre to ensure shopping clusters are found.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        for elem in landmarks :\n            print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n        assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\n&amp;gt;       assert duration_minutes*1.2 &amp;gt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too long: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too long: 300 instead of 240\nE       assert (240 * 1.2) &amp;gt; 300\n\nsrc/tests/test_main.py:344: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=7]\nLandmark(shopping): [Galeries Lafayette @(45.7627107, 4.8556833), score=197, time_to_next=2]\nLandmark(shopping): [HEMA @(45.7619133, 4.8565239), score=156, time_to_next=2]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 12 landmarks in  \t: 0.019 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 2192\nDEBUG    src.optimization.refiner:refiner.py:345 Using 3 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 2348\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.387 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.167 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.554 seconds\nINFO     src.main:main.py:130 Generated a trip of 300 minutes with 9 landmarks in 0.573 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 1318777..50c9920 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -29,8 +29,99 @@ class Overpass :
         self.caching_strategy = CachingStrategy.use(caching_strategy, cache_dir=cache_dir)
 
 
-    @classmethod
-    def build_query(self, bbox: tuple, osm_types: OSM_TYPES,
+    def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
+                    selector: str, conditions=[], out='center') -> ET:
+        """
+        Sends the Overpass QL query to the Overpass API and returns the parsed JSON response.
+
+        Args:
+            query (str): The Overpass QL query to be sent to the Overpass API.
+
+        Returns:
+            dict: The parsed JSON response from the Overpass API, or None if the request fails.
+        """
+        # Determine which grid cells overlap with this bounding box.
+        overlapping_cells = Overpass.get_overlapping_cells(bbox)
+
+        # Check the cache for any data that overlaps with these cells
+        cell_key_dict = {}
+        for cell in overlapping_cells :
+            for elem in osm_types :
+                key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
+            
+            cell_key_dict[cell] = get_cache_key(key_str)
+
+        cached_responses = []
+        hollow_cache_keys = []
+
+        # Retrieve the cached data and mark the missing entries as hollow
+        for cell, key in cell_key_dict.items():
+            cached_data = self.caching_strategy.get(key)
+            if cached_data is not None :
+                cached_responses.append(cached_data)
+            else:
+                # Cache miss: Mark the cache key as hollow
+                self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
+                hollow_cache_keys.append(key)
+
+        # If there is no missing data, return the cached responses
+        if not hollow_cache_keys :
+            self.logger.debug(f'Cache hit.')
+            return self.combine_cached_data(cached_responses)
+        
+        # TODO If there is SOME missing data : hybrid stuff with partial cache
+        
+        # Build the query string in case of needed overpass query
+        query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
+
+        # Prepare the data to be sent as POST request, encoded as bytes
+        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
+
+        try:
+            # Create a Request object with the specified URL, data, and headers
+            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
+
+            # Send the request and read the response
+            with urllib.request.urlopen(request) as response:
+                # Read and decode the response
+                response_data = response.read().decode('utf-8')
+                root = ET.fromstring(response_data)
+
+                self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
+
+                return root
+
+        except urllib.error.URLError as e:
+            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+
+
+    def fill_cache(self, xml_string: str) :
+        
+        # Build the query using info from hollow cache entry
+        query_str, cache_key = Overpass.build_query_from_hollow(xml_string)
+
+        # Prepare the data to be sent as POST request, encoded as bytes
+        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
+
+        try:
+            # Create a Request object with the specified URL, data, and headers
+            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
+
+            # Send the request and read the response
+            with urllib.request.urlopen(request) as response:
+                # Read and decode the response
+                response_data = response.read().decode('utf-8')
+                root = ET.fromstring(response_data)
+
+                self.caching_strategy.set(cache_key, root)
+                self.logger.debug(f'Cache set')
+
+        except urllib.error.URLError as e:
+            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+
+
+    @staticmethod
+    def build_query(bbox: tuple, osm_types: OSM_TYPES,
                     selector: str, conditions=[], out='center') -> str:
         """
         Constructs a query string for the Overpass API to retrieve OpenStreetMap (OSM) data.
@@ -78,73 +169,8 @@ class Overpass :
         return query
 
 
-    def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center') -> ET:
-        """
-        Sends the Overpass QL query to the Overpass API and returns the parsed JSON response.
-
-        Args:
-            query (str): The Overpass QL query to be sent to the Overpass API.
-
-        Returns:
-            dict: The parsed JSON response from the Overpass API, or None if the request fails.
-        """
-        # Determine which grid cells overlap with this bounding box.
-        overlapping_cells = self.get_overlapping_cells(bbox)
-
-        # Check the cache for any data that overlaps with these cells
-        cell_key_dict = {}
-        for cell in overlapping_cells :
-            for elem in osm_types :
-                key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
-            
-            cell_key_dict[cell] = get_cache_key(key_str)
-
-        cached_responses = []
-        hollow_cache_keys = []
-
-        # Retrieve the cached data and mark the missing entries as hollow
-        for cell, key in cell_key_dict.items():
-            cached_data = self.caching_strategy.get(key)
-            if cached_data is not None :
-                cached_responses.append(cached_data)
-            else:
-                # Cache miss: Mark the cache key as hollow
-                self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
-                hollow_cache_keys.append(key)
-
-        # If there is no missing data, return the cached responses
-        if not hollow_cache_keys :
-            self.logger.debug(f'Cache hit.')
-            return self.combine_cached_data(cached_responses)
-        
-        # TODO If there is SOME missing data : hybrid stuff with partial cache
-        
-        # Build the query string in case of needed overpass query
-        query_str = self.build_query(bbox, osm_types, selector, conditions, out)
-
-        # Prepare the data to be sent as POST request, encoded as bytes
-        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
-
-        try:
-            # Create a Request object with the specified URL, data, and headers
-            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
-
-            # Send the request and read the response
-            with urllib.request.urlopen(request) as response:
-                # Read and decode the response
-                response_data = response.read().decode('utf-8')
-                root = ET.fromstring(response_data)
-
-                self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
-
-                return root
-
-        except urllib.error.URLError as e:
-            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
-
-
-    def build_query_from_hollow(self, xml_string):
+    @staticmethod
+    def build_query_from_hollow(xml_string):
         """Extract variables from an XML string."""
         
         # Parse the XML string into an ElementTree object
@@ -153,17 +179,19 @@ class Overpass :
         # Extract values from the XML tree
         key = root.find('key').text
         cell = tuple(map(float, root.find('cell').text.strip('()').split(',')))
-        bbox = self.get_bbox_from_grid_cell(cell[0], cell[1])
+        bbox = Overpass.get_bbox_from_grid_cell(cell[0], cell[1])
         osm_types = root.find('osm_types').text.split(',')
         selector = root.find('selector').text
         conditions = root.find('conditions').text.split(',') if root.find('conditions').text != "none" else []
         out = root.find('out').text
 
-        query_str = self.build_query(bbox, osm_types, selector, conditions, out)
+        query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
         
         return query_str, key
 
-    def get_grid_cell(self, lat: float, lon: float):
+
+    @staticmethod
+    def get_grid_cell(lat: float, lon: float):
         """
         Returns the grid cell coordinates for a given latitude and longitude.
         Each grid cell is 0.05°lat x 0.05°lon resolution in size.
@@ -173,7 +201,8 @@ class Overpass :
         return (lat_index, lon_index)
 
 
-    def get_bbox_from_grid_cell(self, lat_index: int, lon_index: int):
+    @staticmethod
+    def get_bbox_from_grid_cell(lat_index: int, lon_index: int):
         """
         Returns the bounding box for a given grid cell index.
         Each grid cell is resolution x resolution in size.
@@ -191,16 +220,16 @@ class Overpass :
         return (min_lat, min_lon, max_lat, max_lon)
 
 
-
-    def get_overlapping_cells(self, query_bbox: tuple):
+    @staticmethod
+    def get_overlapping_cells(query_bbox: tuple):
         """
         Returns a set of all grid cells that overlap with the given bounding box.
         """
         # Extract location from the query bbox
         lat_min, lon_min, lat_max, lon_max = query_bbox
 
-        min_lat_cell, min_lon_cell = self.get_grid_cell(lat_min, lon_min)
-        max_lat_cell, max_lon_cell = self.get_grid_cell(lat_max, lon_max)
+        min_lat_cell, min_lon_cell = Overpass.get_grid_cell(lat_min, lon_min)
+        max_lat_cell, max_lon_cell = Overpass.get_grid_cell(lat_max, lon_max)
 
         overlapping_cells = set()
         for lat_idx in range(min_lat_cell, max_lat_cell + 1):
@@ -210,7 +239,8 @@ class Overpass :
         return overlapping_cells
 
 
-    def combine_cached_data(self, cached_data_list):
+    @staticmethod
+    def combine_cached_data(cached_data_list):
         """
         Combines data from multiple cached responses into a single result.
         """
@@ -221,30 +251,6 @@ class Overpass :
         return combined_data
     
 
-    def fill_cache(self, query_str: str, cache_key) :
-        
-        # Prepare the data to be sent as POST request, encoded as bytes
-        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
-
-        try:
-            # Create a Request object with the specified URL, data, and headers
-            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
-
-            # Send the request and read the response
-            with urllib.request.urlopen(request) as response:
-                # Read and decode the response
-                response_data = response.read().decode('utf-8')
-                root = ET.fromstring(response_data)
-
-                self.caching_strategy.set(cache_key, root)
-                self.logger.debug(f'Cache set')
-
-        except urllib.error.URLError as e:
-            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
-
-
-
-
 def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
     """
     Extracts base information (coordinates, OSM ID, and optionally a name) from an OSM element.
@@ -301,11 +307,8 @@ def fill_cache():
                 with open(entry.path, 'r') as f:
                     xml_string = f.read()  
 
-                # Build the query and cache key from the hollow XML string
-                query_str, key = overpass.build_query_from_hollow(xml_string)
-                
                 # Fill the cache with the query and key
-                overpass.fill_cache(query_str, key)
+                overpass.fill_cache(xml_string)
 
                 # Now delete the file as the cache is filled
                 os.remove(entry.path)

From d6f723bee1e33c2a94e9804acd50976fba94e046 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 18:29:50 +0100
Subject: [PATCH 03/22] cache later

---
 backend/report.html                      |  12 +-
 backend/src/main.py                      |   3 +-
 backend/src/optimization/optimizer.py    |   4 +-
 backend/src/overpass/caching_strategy.py |   1 -
 backend/src/overpass/overpass.py         | 187 +++++++++++++----------
 backend/src/tests/test_main.py           |  22 +--
 backend/src/utils/toilets_manager.py     |  17 +--
 7 files changed, 132 insertions(+), 114 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 2faa121..676dcf9 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 27-Jan-2025 at 16:58:26 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 27-Jan-2025 at 18:28:17 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">8 tests took 00:00:58.</p>
+        <p class="run-count">9 tests took 00:00:09.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
-            <span class="failed">2 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
+            <span class="failed">0 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">6 Passed,</span>
+            <span class="passed">9 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;151 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nINFO     src.main:main.py:100 Fetched 17 landmarks in  \t: 0.005 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.055 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.021 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.075 seconds\nINFO     src.main:main.py:130 Generated a trip of 23 minutes with 4 landmarks in 0.081 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 2 - Impasse Turquet (259 | 5) - 5 - Cath\u00e9drale Saint-Jean (347 | 10) - 7 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique Notre-Dame de Fourvi\u00e8re (281 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 6 - \u00c9glise Notre-Dame-Saint-Vincent (325 | 5) - 13 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;119 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 351 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 3 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 352 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 626 landmarks in  \t: 0.126 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 2773\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 3490\nDEBUG    src.main:main.py:123 First stage optimization\t: 3.411 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 1.106 seconds\nINFO     src.main:main.py:125 Total computation time\t: 4.517 seconds\nINFO     src.main:main.py:130 Generated a trip of 119 minutes with 12 landmarks in 4.643 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - St. Kunibert (691 | 5) - 12 - K\u00f6lner Dom (1474 | 10) - 7 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 6 - St. Maria im Kapitol (633 | 5) - 7 - AntoniterCityKirche (546 | 5) - 9 - Wasserturm Hotel Cologne (696 | 5) - 11 - Schauspielhaus K\u00f6ln (477 | 5) - 7 - St. Aposteln (825 | 5) - 6 - Galeria (531 | 30) - 10 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 9 - St.Andreas (632 | 5) - 7 - St. Ursula (529 | 5) - 7 - Excelsior Hotel Ernst (793 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;244 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:13&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 465 landmarks of type sightseeing in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 133 landmarks of type nature in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 7 landmarks of type shopping in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 4 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 498 landmarks in  \t: 0.193 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 2 times, objective value : 9283\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 11249\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.834 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 11.72 seconds\nINFO     src.main:main.py:125 Total computation time\t: 12.554 seconds\nINFO     src.main:main.py:130 Generated a trip of 244 minutes with 18 landmarks in 12.747 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 6 - \u00c9glise catholique Saint-Pierre-le-Jeune (197 | 5) - 13 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 8 - Bains municipaux de Strasbourg (518 | 5) - 3 - \u00c9glise Saint-Guillaume (325 | 5) - 6 - \u00c9glise catholique Sainte-Madeleine (238 | 5) - 13 - Centre Administratif Ville et Eurom\u00e9tropole de Strasbourg (405 | 5) - 11 - \u00c9glise Saint-Nicolas (303 | 5) - 1 - Pont Saint-Nicolas (217 | 5) - 6 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;172 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 142 landmarks of type sightseeing in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 258 landmarks of type nature in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 3 landmarks of type shopping in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 2 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 289 landmarks in  \t: 0.133 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 4757\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 8 times, objective value : 4778\nDEBUG    src.main:main.py:123 First stage optimization\t: 3.407 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 6.602 seconds\nINFO     src.main:main.py:125 Total computation time\t: 10.009 seconds\nINFO     src.main:main.py:130 Generated a trip of 172 minutes with 15 landmarks in 10.142 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 13 - Labyrinthplatz (217 | 5) - 13 - Heilsarmee Open Heart (259 | 5) - 6 - Johanneskirche (351 | 5) - 11 - Evangelisch-Lutherische Kirche Z\u00fcrich (391 | 5) - 9 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 6 - Liebfrauenkirche (281 | 5) - 10 - Friedenskirche (207 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Wasserkirche (238 | 5) - 8 - Ganymed (217 | 5) - 6 - Stadthaus (191 | 5) - 1 - Fraum\u00fcnster (531 | 5) - 5 - Augustinerkirche (238 | 5) - 2 - St. Peter (489 | 5) - 8 - Predigerkirche (351 | 5) - 11 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;194 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 116 landmarks of type sightseeing in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 112 landmarks of type nature in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 7 landmarks of type shopping in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 4 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:90 Cache miss. Fetching data through Overpass\nQuery = (node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:90 Cache miss. Fetching data through Overpass\nQuery = (node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.34860599063707,8.510080906769081,47.36657229631946,8.536602545404834););out ids center;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 218 landmarks in  \t: 0.754 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 6 times, objective value : 3540\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 4813\nDEBUG    src.main:main.py:123 First stage optimization\t: 4.811 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 2.069 seconds\nINFO     src.main:main.py:125 Total computation time\t: 6.88 seconds\nINFO     src.main:main.py:130 Generated a trip of 194 minutes with 17 landmarks in 7.635 seconds.\nDEBUG    src.overpass.overpass:overpass.py:117 Cache set\nDEBUG    src.overpass.overpass:overpass.py:117 Cache set\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 21 - \u00c9glise Saint-Eug\u00e8ne Sainte-C\u00e9cile (871 | 5) - 21 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 6 - Centre Georges Pompidou (1118 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 10 - Shopping Area (564 | 40) - 19 - Bassin de l&#39;Arsenal (975 | 5) - 14 - La Seine (541 | 5) - 6 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 8 - Sainte-Chapelle (1469 | 60) - 1 - Palais de Justice de Paris (531 | 5) - 9 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 8 - Pyramide du Louvre (557 | 5) - 13 - Jardin des Tuileries (885 | 5) - 12 - Palais du Louvre (891 | 5) - 15 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;340 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:14&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 837 landmarks of type sightseeing in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 578 landmarks of type nature in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 31 landmarks of type shopping in (48.844521727303224, 2.3191412562169953, 48.88045433866801, 2.3737610063548544)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 26 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 1192 landmarks in  \t: 0.283 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 0 times, objective value : 11860\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 12232\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.183 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 13.718 seconds\nINFO     src.main:main.py:125 Total computation time\t: 13.901 seconds\nINFO     src.main:main.py:130 Generated a trip of 340 minutes with 17 landmarks in 14.184 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Capitale (810 | 5) - 9 - Museum at Eldridge Street (604 | 60) - 10 - Columbus Park (646 | 5) - 15 - Saint Paul&#39;s Chapel (575 | 5) - 5 - John Street Methodist Church (575 | 5) - 9 - The Queen Elizabeth II September 11th Garden (530 | 5) - 7 - Alexander Hamilton U.S. Custom House (604 | 5) - 4 - Battery Park (530 | 5) - 11 - Trinity Church (721 | 5) - 7 - 9/11 Memorial &amp; Museum (750 | 60) - 3 - One World Trade Center (840 | 5) - 8 - Washington Market Park (530 | 5) - 14 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 23 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 14 - Madison Square Garden (691 | 5) - 18 - Madison Square Park (646 | 5) - 20 - Grace Church (518 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;456 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x70bc82f91970&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_new_york&amp;gt;&amp;gt;\n\n    def test_new_york(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in New York (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 600\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [40.72592726802, -73.9920434795]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too short: 456 instead of 600\nE       assert (600 * 0.8) &amp;lt; 456\n\nsrc/tests/test_main.py:302: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:91 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 243 landmarks of type sightseeing in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:94 Fetching sightseeing clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:146 Detected 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Sightseeing clusters done\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:104 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 316 landmarks of type nature in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 11 landmarks of type shopping in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 5 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 544 landmarks in  \t: 0.079 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 21 times, objective value : 7090\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 1 times, objective value : 13177\nDEBUG    src.main:main.py:123 First stage optimization\t: 5.001 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.173 seconds\nINFO     src.main:main.py:125 Total computation time\t: 5.174 seconds\nINFO     src.main:main.py:130 Generated a trip of 456 minutes with 23 landmarks in 5.254 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 7 - Galeries Lafayette (197 | 30) - 2 - HEMA (156 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;300 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;579 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x70bc82f91970&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_shopping&amp;gt;&amp;gt;\n\n    def test_shopping(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b03 : Custom test in Lyon centre to ensure shopping clusters are found.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        for elem in landmarks :\n            print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n        assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\n&amp;gt;       assert duration_minutes*1.2 &amp;gt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too long: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too long: 300 instead of 240\nE       assert (240 * 1.2) &amp;gt; 300\n\nsrc/tests/test_main.py:344: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=7]\nLandmark(shopping): [Galeries Lafayette @(45.7627107, 4.8556833), score=197, time_to_next=2]\nLandmark(shopping): [HEMA @(45.7619133, 4.8565239), score=156, time_to_next=2]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:79 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:111 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:209 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:113 Fetching shopping clusters...\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.cluster_manager:cluster_manager.py:138 Found 7 different clusters.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:69 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:124 Shopping clusters done\nINFO     src.main:main.py:100 Fetched 12 landmarks in  \t: 0.019 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 4 times, objective value : 2192\nDEBUG    src.optimization.refiner:refiner.py:345 Using 3 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:580 First results are out. Looking out for circles and correcting.\nDEBUG    src.optimization.optimizer:optimizer.py:617 Re-optimized 3 times, objective value : 2348\nDEBUG    src.main:main.py:123 First stage optimization\t: 0.387 seconds\nDEBUG    src.main:main.py:124 Second stage optimization\t: 0.167 seconds\nINFO     src.main:main.py:125 Total computation time\t: 0.554 seconds\nINFO     src.main:main.py:130 Generated a trip of 300 minutes with 9 landmarks in 0.573 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;65 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;322 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;700 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;513 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;409 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-6.913795&amp;amp;location=107.60278&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;305 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index b5d9d35..1fd7fc0 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -129,8 +129,6 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
     
-    background_tasks = BackgroundTasks(fill_cache())
-
     return trip
 
 
@@ -148,6 +146,7 @@ def get_trip(trip_uuid: str) -> Trip:
     """
     try:
         trip = cache_client.get(f"trip_{trip_uuid}")
+        background_tasks = BackgroundTasks(fill_cache())
         return trip
     except KeyError as exc:
         raise HTTPException(status_code=404, detail="Trip not found") from exc
diff --git a/backend/src/optimization/optimizer.py b/backend/src/optimization/optimizer.py
index 54d5769..db7251c 100644
--- a/backend/src/optimization/optimizer.py
+++ b/backend/src/optimization/optimizer.py
@@ -573,7 +573,7 @@ class Optimizer:
         prob, x = self.pre_processing(L, landmarks, max_time, max_landmarks)
 
         # Solve the problem and extract results.
-        prob.solve(pl.PULP_CBC_CMD(msg=False, gapRel=0.1, timeLimit=10, warmStart=False))
+        prob.solve(pl.PULP_CBC_CMD(msg=False, gapRel=0.1, timeLimit=3, warmStart=False))
         status = pl.LpStatus[prob.status]
         solution = [pl.value(var) for var in x]  # The values of the decision variables (will be 0 or 1)
 
@@ -614,5 +614,5 @@ class Optimizer:
         order = self.get_order(solution)
         tour =  [landmarks[i] for i in order]
 
-        self.logger.debug(f"Re-optimized {i} times, objective value : {int(pl.value(prob.objective))}")
+        self.logger.info(f"Re-optimized {i} times, objective value : {int(pl.value(prob.objective))}")
         return tour
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index 750ad62..9817708 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -1,7 +1,6 @@
 import os
 import xml.etree.ElementTree as ET
 import hashlib
-import time
 
 from ..constants import OSM_CACHE_DIR, OSM_TYPES
 
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 50c9920..1ccc4a1 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -32,92 +32,74 @@ class Overpass :
     def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
                     selector: str, conditions=[], out='center') -> ET:
         """
-        Sends the Overpass QL query to the Overpass API and returns the parsed JSON response.
+        Sends the Overpass QL query to the Overpass API and returns the parsed XML response.
 
         Args:
-            query (str): The Overpass QL query to be sent to the Overpass API.
+            bbox (tuple): Bounding box for the query.
+            osm_types (list[str]): List of OSM element types (e.g., 'node', 'way').
+            selector (str): Key or tag to filter OSM elements (e.g., 'highway').
+            conditions (list): Optional list of additional filter conditions in Overpass QL format.
+            out (str): Output format ('center', 'body', etc.). Defaults to 'center'.
 
         Returns:
-            dict: The parsed JSON response from the Overpass API, or None if the request fails.
+            ET.Element: Parsed XML response from the Overpass API, or cached data if available.
         """
         # Determine which grid cells overlap with this bounding box.
-        overlapping_cells = Overpass.get_overlapping_cells(bbox)
+        overlapping_cells = Overpass._get_overlapping_cells(bbox)
 
-        # Check the cache for any data that overlaps with these cells
-        cell_key_dict = {}
-        for cell in overlapping_cells :
-            for elem in osm_types :
-                key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
-            
-            cell_key_dict[cell] = get_cache_key(key_str)
-
-        cached_responses = []
-        hollow_cache_keys = []
-
-        # Retrieve the cached data and mark the missing entries as hollow
-        for cell, key in cell_key_dict.items():
-            cached_data = self.caching_strategy.get(key)
-            if cached_data is not None :
-                cached_responses.append(cached_data)
-            else:
-                # Cache miss: Mark the cache key as hollow
-                self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
-                hollow_cache_keys.append(key)
+        # Retrieve cached data and identify missing cache entries
+        cached_responses, hollow_cache_keys = self._retrieve_cached_data(overlapping_cells, osm_types, selector, conditions, out)
 
         # If there is no missing data, return the cached responses
         if not hollow_cache_keys :
             self.logger.debug(f'Cache hit.')
-            return self.combine_cached_data(cached_responses)
+            return self._combine_cached_data(cached_responses)
         
         # TODO If there is SOME missing data : hybrid stuff with partial cache
         
-        # Build the query string in case of needed overpass query
+        # Missing data: Make a query to Overpass API
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
+        self.fetch_data_from_api(query_str)
 
-        # Prepare the data to be sent as POST request, encoded as bytes
-        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
 
+    def fetch_data_from_api(self, query_str: str, cache_key: str = None) -> ET.Element:
+        """
+        Fetch data from the Overpass API and update the cache.
+
+        Args:
+            query_str (str): The Overpass query string.
+            cached_responses (list): Cached responses to combine with fetched data.
+            hollow_cache_keys (list): Cache keys for missing data to be updated.
+
+        Returns:
+            ET.Element: Combined cached and fetched data.
+        """
         try:
-            # Create a Request object with the specified URL, data, and headers
+            data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
             request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
 
-            # Send the request and read the response
             with urllib.request.urlopen(request) as response:
-                # Read and decode the response
                 response_data = response.read().decode('utf-8')
                 root = ET.fromstring(response_data)
 
-                self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
-
-                return root
+                if cache_key is not None :
+                    self.caching_strategy.set(cache_key, root)
+                    self.logger.debug(f'Cache set.')
+                else : 
+                    self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
+                    return root
 
         except urllib.error.URLError as e:
-            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+            self.logger.error(f"Error connecting to Overpass API: {e}")
+            raise ConnectionError(f"Error connecting to Overpass API: {e}")
 
 
     def fill_cache(self, xml_string: str) :
-        
-        # Build the query using info from hollow cache entry
-        query_str, cache_key = Overpass.build_query_from_hollow(xml_string)
-
-        # Prepare the data to be sent as POST request, encoded as bytes
-        data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
-
-        try:
-            # Create a Request object with the specified URL, data, and headers
-            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
-
-            # Send the request and read the response
-            with urllib.request.urlopen(request) as response:
-                # Read and decode the response
-                response_data = response.read().decode('utf-8')
-                root = ET.fromstring(response_data)
-
-                self.caching_strategy.set(cache_key, root)
-                self.logger.debug(f'Cache set')
-
-        except urllib.error.URLError as e:
-            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+        """
+        Fill cache with data by using a hollow cache entry's information.
+        """
+        query_str, cache_key = Overpass._build_query_from_hollow(xml_string)
+        self.fetch_data_from_api(query_str, cache_key)
 
 
     @staticmethod
@@ -169,17 +151,56 @@ class Overpass :
         return query
 
 
+    def _retrieve_cached_data(self, overlapping_cells: list, osm_types: OSM_TYPES, selector: str, conditions: list, out: str):
+        """
+        Retrieve cached data and identify missing cache entries.
+
+        Args:
+            overlapping_cells (list): Cells to check for cached data.
+            osm_types (list): OSM types (e.g., 'node', 'way').
+            selector (str): Key or tag to filter OSM elements.
+            conditions (list): Additional conditions to apply.
+            out (str): Output format.
+
+        Returns:
+            tuple: A tuple containing:
+                - cached_responses (list): List of cached data found.
+                - hollow_cache_keys (list): List of keys with missing data.
+        """
+        cell_key_dict = {}
+        for cell in overlapping_cells :
+            for elem in osm_types :
+                key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
+            
+            cell_key_dict[cell] = get_cache_key(key_str)
+
+        cached_responses = []
+        hollow_cache_keys = []
+
+        # Retrieve the cached data and mark the missing entries as hollow
+        for cell, key in cell_key_dict.items():
+            cached_data = self.caching_strategy.get(key)
+            if cached_data is not None :
+                cached_responses.append(cached_data)
+            else:
+                self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
+                hollow_cache_keys.append(key)
+
+        return cached_responses, hollow_cache_keys
+
+
     @staticmethod
-    def build_query_from_hollow(xml_string):
-        """Extract variables from an XML string."""
-        
+    def _build_query_from_hollow(xml_string):
+        """
+        Build query string using information from a hollow cache entry.
+        """
         # Parse the XML string into an ElementTree object
         root = ET.fromstring(xml_string)
         
         # Extract values from the XML tree
         key = root.find('key').text
         cell = tuple(map(float, root.find('cell').text.strip('()').split(',')))
-        bbox = Overpass.get_bbox_from_grid_cell(cell[0], cell[1])
+        bbox = Overpass._get_bbox_from_grid_cell(cell[0], cell[1])
         osm_types = root.find('osm_types').text.split(',')
         selector = root.find('selector').text
         conditions = root.find('conditions').text.split(',') if root.find('conditions').text != "none" else []
@@ -191,7 +212,26 @@ class Overpass :
 
 
     @staticmethod
-    def get_grid_cell(lat: float, lon: float):
+    def _get_overlapping_cells(query_bbox: tuple):
+        """
+        Returns a set of all grid cells that overlap with the given bounding box.
+        """
+        # Extract location from the query bbox
+        lat_min, lon_min, lat_max, lon_max = query_bbox
+
+        min_lat_cell, min_lon_cell = Overpass._get_grid_cell(lat_min, lon_min)
+        max_lat_cell, max_lon_cell = Overpass._get_grid_cell(lat_max, lon_max)
+
+        overlapping_cells = set()
+        for lat_idx in range(min_lat_cell, max_lat_cell + 1):
+            for lon_idx in range(min_lon_cell, max_lon_cell + 1):
+                overlapping_cells.add((lat_idx, lon_idx))
+        
+        return overlapping_cells
+
+
+    @staticmethod
+    def _get_grid_cell(lat: float, lon: float):
         """
         Returns the grid cell coordinates for a given latitude and longitude.
         Each grid cell is 0.05°lat x 0.05°lon resolution in size.
@@ -202,7 +242,7 @@ class Overpass :
 
 
     @staticmethod
-    def get_bbox_from_grid_cell(lat_index: int, lon_index: int):
+    def _get_bbox_from_grid_cell(lat_index: int, lon_index: int):
         """
         Returns the bounding box for a given grid cell index.
         Each grid cell is resolution x resolution in size.
@@ -221,26 +261,7 @@ class Overpass :
 
 
     @staticmethod
-    def get_overlapping_cells(query_bbox: tuple):
-        """
-        Returns a set of all grid cells that overlap with the given bounding box.
-        """
-        # Extract location from the query bbox
-        lat_min, lon_min, lat_max, lon_max = query_bbox
-
-        min_lat_cell, min_lon_cell = Overpass.get_grid_cell(lat_min, lon_min)
-        max_lat_cell, max_lon_cell = Overpass.get_grid_cell(lat_max, lon_max)
-
-        overlapping_cells = set()
-        for lat_idx in range(min_lat_cell, max_lat_cell + 1):
-            for lon_idx in range(min_lon_cell, max_lon_cell + 1):
-                overlapping_cells.add((lat_idx, lon_idx))
-        
-        return overlapping_cells
-
-
-    @staticmethod
-    def combine_cached_data(cached_data_list):
+    def _combine_cached_data(cached_data_list):
         """
         Combines data from multiple cached responses into a single result.
         """
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index 80b7633..da41a96 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -27,8 +27,8 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
         "/trip/new",
         json={
             "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
-            "nature": {"type": "nature", "score": 0},
-            "shopping": {"type": "shopping", "score": 0},
+            "nature": {"type": "nature", "score": 5},
+            "shopping": {"type": "shopping", "score": 5},
             "max_time_minute": duration_minutes,
             "detour_tolerance_minute": 0},
             "start": [48.084588, 7.280405]
@@ -100,7 +100,7 @@ def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_cologne(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
+    Test n°3 : Custom test in Cologne to ensure proper decision making in crowded area.
     
     Args:
         client:
@@ -141,7 +141,7 @@ def test_cologne(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_strasbourg(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
+    Test n°4 : Custom test in Strasbourg to ensure proper decision making in crowded area.
     
     Args:
         client:
@@ -182,7 +182,7 @@ def test_strasbourg(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_zurich(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
+    Test n°5 : Custom test in Zurich to ensure proper decision making in crowded area.
     
     Args:
         client:
@@ -223,24 +223,24 @@ def test_zurich(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_paris(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°2 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.
+    Test n°6 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.
     
     Args:
         client:
         request:
     """
     start_time = time.time()  # Start timer
-    duration_minutes = 300
+    duration_minutes = 200
 
     response = client.post(
         "/trip/new",
         json={
             "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
-                            "nature": {"type": "nature", "score": 5},
+                            "nature": {"type": "nature", "score": 0},
                             "shopping": {"type": "shopping", "score": 5},
                             "max_time_minute": duration_minutes,
                             "detour_tolerance_minute": 0},
-            "start": [48.86248803298562, 2.346451131285925]
+            "start": [48.85468881798671, 2.3423925755998374]
             }
         )
     result = response.json()
@@ -264,7 +264,7 @@ def test_paris(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_new_york(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°2 : Custom test in New York (les Halles) centre to ensure proper decision making in crowded area.
+    Test n°7 : Custom test in New York to ensure proper decision making in crowded area.
     
     Args:
         client:
@@ -305,7 +305,7 @@ def test_new_york(client, request) :   # pylint: disable=redefined-outer-name
 
 def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     """
-    Test n°3 : Custom test in Lyon centre to ensure shopping clusters are found.
+    Test n°8 : Custom test in Lyon centre to ensure shopping clusters are found.
     
     Args:
         client:
diff --git a/backend/src/utils/toilets_manager.py b/backend/src/utils/toilets_manager.py
index e15dd0a..f61bc5d 100644
--- a/backend/src/utils/toilets_manager.py
+++ b/backend/src/utils/toilets_manager.py
@@ -5,6 +5,7 @@ import xml.etree.ElementTree as ET
 from ..overpass.overpass import Overpass, get_base_info
 from ..structs.landmark import Toilets
 from ..constants import OSM_CACHE_DIR
+from .utils import create_bbox
 
 
 # silence the overpass logger
@@ -53,20 +54,18 @@ class ToiletsManager:
         list[Toilets]: A list of `Toilets` objects containing detailed information 
                        about the toilets found around the given coordinates.
         """
-        bbox = tuple((self.radius, self.location[0], self.location[1]))
+        bbox = create_bbox(self.location, self.radius)
         osm_types = ['node', 'way', 'relation']
         toilets_list = []
 
         query = self.overpass.build_query(
-                area = bbox,
-                osm_types = osm_types,
-                selector = '"amenity"="toilets"',
-                out = 'ids center tags'
-                )
-        self.logger.debug(f"Query: {query}")
-
+            bbox = bbox,
+            osm_types = osm_types,
+            selector = '"amenity"="toilets"',
+            out = 'ids center tags'
+            )
         try:
-            result = self.overpass.send_query(query)
+            result = self.overpass.fetch_data_from_api(query_str=query)
         except Exception as e:
             self.logger.error(f"Error fetching landmarks: {e}")
             return None

From f64e60ddf67d4d183ae7f0e47f869feced797639 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 18:39:10 +0100
Subject: [PATCH 04/22] better error handling

---
 backend/src/main.py                   | 6 ++++++
 backend/src/optimization/optimizer.py | 2 +-
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/backend/src/main.py b/backend/src/main.py
index 1fd7fc0..85b7f5b 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -92,6 +92,9 @@ def new_trip(preferences: Preferences,
         preferences = preferences
     )
 
+    if len(landmarks) == 0 :
+        raise HTTPException(status_code=500, detail=f"No landmarks were found.")
+
     # insert start and finish to the landmarks list
     landmarks_short.insert(0, start_landmark)
     landmarks_short.append(end_landmark)
@@ -115,6 +118,9 @@ def new_trip(preferences: Preferences,
         refined_tour = refiner.refine_optimization(landmarks, base_tour,
                                                preferences.max_time_minute,
                                                preferences.detour_tolerance_minute)
+    except TimeoutError as te :
+        logger.error(f'Refiner failed : {str(te)} Using base tour.')
+        refined_tour = base_tour
     except Exception as exc :
         raise HTTPException(status_code=500, detail=f"An unexpected error occurred: {str(exc)}") from exc
 
diff --git a/backend/src/optimization/optimizer.py b/backend/src/optimization/optimizer.py
index db7251c..bc36398 100644
--- a/backend/src/optimization/optimizer.py
+++ b/backend/src/optimization/optimizer.py
@@ -588,7 +588,7 @@ class Optimizer:
         circles = self.is_connected(solution)
 
         i = 0
-        timeout = 40
+        timeout = 15
         while circles is not None :
             i += 1
             if i == timeout :

From 71abeabbd230956aff408c4bad33abb6661102c0 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 19:13:12 +0100
Subject: [PATCH 05/22] moved tasks

---
 .gitea/workflows/backend_run_test.yaml | 2 +-
 backend/src/main.py                    | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.gitea/workflows/backend_run_test.yaml b/.gitea/workflows/backend_run_test.yaml
index b5fa349..4591358 100644
--- a/.gitea/workflows/backend_run_test.yaml
+++ b/.gitea/workflows/backend_run_test.yaml
@@ -28,7 +28,7 @@ jobs:
       working-directory: backend
 
     - name: Run Tests
-      run: pipenv run pytest src --html=report.html --self-contained-html --log-cli-level=INFO
+      run: pipenv run pytest src --html=report.html --self-contained-html --log-cli-level=DEBUG
       working-directory: backend
 
     - name: Upload HTML report
diff --git a/backend/src/main.py b/backend/src/main.py
index 85b7f5b..ba96d18 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -135,6 +135,8 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
     
+    background_tasks = BackgroundTasks(fill_cache())
+    
     return trip
 
 
@@ -152,7 +154,6 @@ def get_trip(trip_uuid: str) -> Trip:
     """
     try:
         trip = cache_client.get(f"trip_{trip_uuid}")
-        background_tasks = BackgroundTasks(fill_cache())
         return trip
     except KeyError as exc:
         raise HTTPException(status_code=404, detail="Trip not found") from exc

From bab6cfe74edcbe0d4cb99dfc2eca4fe23b029b9d Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Mon, 27 Jan 2025 20:48:50 +0100
Subject: [PATCH 06/22] all tests passed after cache

---
 backend/report.html                           |  8 +++----
 backend/src/optimization/optimizer.py         | 21 +++++++++++++------
 backend/src/overpass/overpass.py              |  2 +-
 .../src/parameters/landmark_parameters.yaml   |  2 +-
 .../src/parameters/optimizer_parameters.yaml  |  3 +++
 5 files changed, 24 insertions(+), 12 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 676dcf9..ed91a23 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 27-Jan-2025 at 18:28:17 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 27-Jan-2025 at 20:47:02 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">9 tests took 00:00:09.</p>
+        <p class="run-count">25 tests took 00:00:32.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -395,7 +395,7 @@ div.media {
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
             <span class="failed">0 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">9 Passed,</span>
+            <span class="passed">25 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;65 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;322 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;700 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;513 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;409 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ 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-------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
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-------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     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http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;171 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.009 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.157 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.166 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 9 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique Notre-Dame de Fourvi\u00e8re (281 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 7 - Cath\u00e9drale Saint-Jean (347 | 10) - 1 - Palais archi\u00e9piscopal (217 | 5) - 4 - H\u00f4tel de l&#39;Europe (217 | 5) - 12 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;119 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 626 landmarks in  \t: 0.099 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3066\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 3340\nINFO     src.main:main.py:131 Total computation time\t: 5.487 seconds\nINFO     src.main:main.py:136 Generated a trip of 119 minutes with 12 landmarks in 5.586 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 2 - K\u00f6lner Dom (1474 | 10) - 7 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 2 - Trinitatiskirche (604 | 5) - 6 - St. Georg (460 | 5) - 6 - St. Maria im Kapitol (633 | 5) - 6 - Duftmuseum im Farina-Haus (696 | 60) - 7 - AntoniterCityKirche (546 | 5) - 4 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 2 - Au\u00dfenspielst\u00e4tte am Offenbachplatz (461 | 5) - 10 - St.Andreas (632 | 5) - 7 - St. Ursula (529 | 5) - 7 - Excelsior Hotel Ernst (793 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;278 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.11 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 8935\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 13332\nINFO     src.main:main.py:131 Total computation time\t: 3.81 seconds\nINFO     src.main:main.py:136 Generated a trip of 278 minutes with 22 landmarks in 3.92 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 2 - Foss\u00e9 du Faux-Rempart (197 | 5) - 8 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 10 - \u00c9glise catholique Sainte-Madeleine (238 | 5) - 6 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - Pont Saint-Nicolas (217 | 5) - 4 - \u00c9glise catholique Saint-Louis (176 | 5) - 5 - Circuit \u00ab Petite France \u00bb (414 | 5) - 7 - Ponts Couverts (197 | 5) - 14 - Grande Mosqu\u00e9e de Strasbourg (325 | 5) - 13 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;160 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.103 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4656\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 3925\nINFO     src.main:main.py:131 Total computation time\t: 3.203 seconds\nINFO     src.main:main.py:136 Generated a trip of 160 minutes with 14 landmarks in 3.306 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Globus (369 | 30) - 10 - St. Peter (489 | 5) - 3 - Fraum\u00fcnster (531 | 5) - 7 - Ganymed (217 | 5) - 16 - Predigerkirche (351 | 5) - 2 - Friedenskirche (207 | 5) - 10 - Liebfrauenkirche (281 | 5) - 6 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 17 - Johanneskirche (351 | 5) - 14 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;160 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.041 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4284\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3165\nINFO     src.main:main.py:131 Total computation time\t: 4.509 seconds\nINFO     src.main:main.py:136 Generated a trip of 160 minutes with 11 landmarks in 4.55 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 3 - Palais de Justice de Paris (531 | 5) - 7 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 5 - \u00c9glise Orthodoxe Roumaine des Saints Archanges (378 | 5) - 4 - \u00c9glise Saint-Nicolas du Chardonnet (662 | 5) - 6 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 10 - Tour Saint-Jacques (793 | 5) - 7 - Centre Georges Pompidou (1118 | 5) - 6 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 13 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 5 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 5 - Pyramide du Louvre (557 | 5) - 20 - \u00c9glise Saint-Sulpice (664 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;177 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:08&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.178 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 13 times, objective value : 9362\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 9281\nINFO     src.main:main.py:131 Total computation time\t: 7.327 seconds\nINFO     src.main:main.py:136 Generated a trip of 177 minutes with 15 landmarks in 7.504 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 12 - Grace Church (518 | 5) - 7 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 29 - Whitney Museum of American Art (546 | 60) - 5 - Little Island (406 | 5) - 30 - Church of St. John the Baptist (406 | 5) - 8 - Herald Square (454 | 5) - 5 - Empire State Building (901 | 5) - 13 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 17 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 18 - New Museum (406 | 60) - 22 - St. Augustine&#39;s Church (461 | 5) - 20 - Capitale (810 | 5) - 7 - Petrosino Square (394 | 5) - 13 - Tribeca Park (455 | 5) - 4 - Albert Capsouto Park (454 | 5) - 1 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 11 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;487 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.066 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 7251\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 11558\nINFO     src.main:main.py:131 Total computation time\t: 3.989 seconds\nINFO     src.main:main.py:136 Generated a trip of 487 minutes with 23 landmarks in 4.055 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 6 - Muji (259 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;267 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;354 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=6]\nLandmark(shopping): [Muji @(45.7615971, 4.8543781), score=259, time_to_next=2]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.011 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 2451\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2254\nINFO     src.main:main.py:131 Total computation time\t: 0.338 seconds\nINFO     src.main:main.py:136 Generated a trip of 267 minutes with 8 landmarks in 0.349 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;534 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;514 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;828 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;401 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;206 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-6.913795&amp;amp;location=107.60278&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;402 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
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 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/optimization/optimizer.py b/backend/src/optimization/optimizer.py
index bc36398..5b966ff 100644
--- a/backend/src/optimization/optimizer.py
+++ b/backend/src/optimization/optimizer.py
@@ -55,6 +55,9 @@ class Optimizer:
             self.average_walking_speed = parameters['average_walking_speed']
             self.max_landmarks = parameters['max_landmarks']
             self.overshoot = parameters['overshoot']
+            self.time_limit = parameters['time_limit']
+            self.gap_rel = parameters['gap_rel']
+            self.max_iter = parameters['max_iter']
 
 
     def init_ub_time(self, prob: pl.LpProblem, x: pl.LpVariable, L: int, landmarks: list[Landmark], max_time: int):
@@ -573,7 +576,10 @@ class Optimizer:
         prob, x = self.pre_processing(L, landmarks, max_time, max_landmarks)
 
         # Solve the problem and extract results.
-        prob.solve(pl.PULP_CBC_CMD(msg=False, gapRel=0.1, timeLimit=3, warmStart=False))
+        try :
+            prob.solve(pl.PULP_CBC_CMD(msg=False, timeLimit=self.time_limit+1, gapRel=self.gap_rel))
+        except Exception as exc :
+            raise Exception(f"No solution found: {exc}") from exc 
         status = pl.LpStatus[prob.status]
         solution = [pl.value(var) for var in x]  # The values of the decision variables (will be 0 or 1)
 
@@ -588,18 +594,21 @@ class Optimizer:
         circles = self.is_connected(solution)
 
         i = 0
-        timeout = 15
         while circles is not None :
             i += 1
-            if i == timeout :
-                self.logger.error(f'Timeout: No solution found after {timeout} iterations.')
-                raise TimeoutError(f"Optimization took too long. No solution found after {timeout} iterations.")
+            if i == self.max_iter :
+                self.logger.error(f'Timeout: No solution found after {self.max_iter} iterations.')
+                raise TimeoutError(f"Optimization took too long. No solution found after {self.max_iter} iterations.")
 
             for circle in circles :
                 self.prevent_circle(prob, x, circle, L)
 
             # Solve the problem again
-            prob.solve(pl.PULP_CBC_CMD(msg=False))
+            try :
+                prob.solve(pl.PULP_CBC_CMD(msg=False, timeLimit=self.time_limit, gapRel=self.gap_rel))
+            except Exception as exc :
+                raise Exception(f"No solution found: {exc}") from exc 
+        
             solution = [pl.value(var) for var in x]
 
             if pl.LpStatus[prob.status] != 'Optimal' :
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 1ccc4a1..082ed5c 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -42,7 +42,7 @@ class Overpass :
             out (str): Output format ('center', 'body', etc.). Defaults to 'center'.
 
         Returns:
-            ET.Element: Parsed XML response from the Overpass API, or cached data if available.
+            ET.Element:    Parsed XML response from the Overpass API, or cached data if available.
         """
         # Determine which grid cells overlap with this bounding box.
         overlapping_cells = Overpass._get_overlapping_cells(bbox)
diff --git a/backend/src/parameters/landmark_parameters.yaml b/backend/src/parameters/landmark_parameters.yaml
index 0cb8959..581777f 100644
--- a/backend/src/parameters/landmark_parameters.yaml
+++ b/backend/src/parameters/landmark_parameters.yaml
@@ -8,5 +8,5 @@ image_bonus: 1.1
 viewpoint_bonus: 5
 wikipedia_bonus: 1.25
 name_bonus: 3
-N_important: 40
+N_important: 60
 pay_bonus: -1
diff --git a/backend/src/parameters/optimizer_parameters.yaml b/backend/src/parameters/optimizer_parameters.yaml
index 79cd24c..5a28e49 100644
--- a/backend/src/parameters/optimizer_parameters.yaml
+++ b/backend/src/parameters/optimizer_parameters.yaml
@@ -4,3 +4,6 @@ average_walking_speed: 4.8
 max_landmarks: 10
 max_landmarks_refiner: 20
 overshoot: 0.0016
+time_limit: 1
+gap_rel: 0.05
+max_iter: 25
\ No newline at end of file

From 978cae290bdeacb26880dcb91e8007b5a78680b1 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 08:04:54 +0100
Subject: [PATCH 07/22] corrected overpass return and switched to json

---
 backend/report.html                      |  12 +-
 backend/src/overpass/caching_strategy.py |  66 +++++-----
 backend/src/overpass/overpass.py         |  70 ++++++-----
 backend/src/tests/test_main.py           |   4 +-
 backend/src/utils/cluster_manager.py     |  39 +++---
 backend/src/utils/landmarks_manager.py   | 149 ++++++++++++-----------
 backend/src/utils/toilets_manager.py     |  49 ++++----
 7 files changed, 196 insertions(+), 193 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index ed91a23..7365ec0 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 27-Jan-2025 at 20:47:02 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 08:03:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">25 tests took 00:00:32.</p>
+        <p class="run-count">25 tests took 00:00:31.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
-            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
+            <span class="failed">1 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">25 Passed,</span>
+            <span class="passed">24 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;66 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;171 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.009 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.157 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.166 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 9 - Chapelle Saint-Thomas (259 | 5) - 0 - Basilique Notre-Dame de Fourvi\u00e8re (281 | 5) - 0 - Basilique de Fourvi\u00e8re (324 | 5) - 5 - Site historique de Lyon (414 | 5) - 4 - Temple du Change (406 | 5) - 7 - Cath\u00e9drale Saint-Jean (347 | 10) - 1 - Palais archi\u00e9piscopal (217 | 5) - 4 - H\u00f4tel de l&#39;Europe (217 | 5) - 12 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;119 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 626 landmarks in  \t: 0.099 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3066\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 3340\nINFO     src.main:main.py:131 Total computation time\t: 5.487 seconds\nINFO     src.main:main.py:136 Generated a trip of 119 minutes with 12 landmarks in 5.586 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 2 - K\u00f6lner Dom (1474 | 10) - 7 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 2 - Trinitatiskirche (604 | 5) - 6 - St. Georg (460 | 5) - 6 - St. Maria im Kapitol (633 | 5) - 6 - Duftmuseum im Farina-Haus (696 | 60) - 7 - AntoniterCityKirche (546 | 5) - 4 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 2 - Au\u00dfenspielst\u00e4tte am Offenbachplatz (461 | 5) - 10 - St.Andreas (632 | 5) - 7 - St. Ursula (529 | 5) - 7 - Excelsior Hotel Ernst (793 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;278 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.11 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 8935\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 13332\nINFO     src.main:main.py:131 Total computation time\t: 3.81 seconds\nINFO     src.main:main.py:136 Generated a trip of 278 minutes with 22 landmarks in 3.92 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 2 - Foss\u00e9 du Faux-Rempart (197 | 5) - 8 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 10 - \u00c9glise catholique Sainte-Madeleine (238 | 5) - 6 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - Pont Saint-Nicolas (217 | 5) - 4 - \u00c9glise catholique Saint-Louis (176 | 5) - 5 - Circuit \u00ab Petite France \u00bb (414 | 5) - 7 - Ponts Couverts (197 | 5) - 14 - Grande Mosqu\u00e9e de Strasbourg (325 | 5) - 13 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;160 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.103 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4656\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 3925\nINFO     src.main:main.py:131 Total computation time\t: 3.203 seconds\nINFO     src.main:main.py:136 Generated a trip of 160 minutes with 14 landmarks in 3.306 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Globus (369 | 30) - 10 - St. Peter (489 | 5) - 3 - Fraum\u00fcnster (531 | 5) - 7 - Ganymed (217 | 5) - 16 - Predigerkirche (351 | 5) - 2 - Friedenskirche (207 | 5) - 10 - Liebfrauenkirche (281 | 5) - 6 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 17 - Johanneskirche (351 | 5) - 14 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;160 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:05&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.041 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4284\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3165\nINFO     src.main:main.py:131 Total computation time\t: 4.509 seconds\nINFO     src.main:main.py:136 Generated a trip of 160 minutes with 11 landmarks in 4.55 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 3 - Palais de Justice de Paris (531 | 5) - 7 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 5 - \u00c9glise Orthodoxe Roumaine des Saints Archanges (378 | 5) - 4 - \u00c9glise Saint-Nicolas du Chardonnet (662 | 5) - 6 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 10 - Tour Saint-Jacques (793 | 5) - 7 - Centre Georges Pompidou (1118 | 5) - 6 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 13 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 5 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 5 - Pyramide du Louvre (557 | 5) - 20 - \u00c9glise Saint-Sulpice (664 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;177 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:08&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.178 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 13 times, objective value : 9362\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 9281\nINFO     src.main:main.py:131 Total computation time\t: 7.327 seconds\nINFO     src.main:main.py:136 Generated a trip of 177 minutes with 15 landmarks in 7.504 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 12 - Grace Church (518 | 5) - 7 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 29 - Whitney Museum of American Art (546 | 60) - 5 - Little Island (406 | 5) - 30 - Church of St. John the Baptist (406 | 5) - 8 - Herald Square (454 | 5) - 5 - Empire State Building (901 | 5) - 13 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 17 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 18 - New Museum (406 | 60) - 22 - St. Augustine&#39;s Church (461 | 5) - 20 - Capitale (810 | 5) - 7 - Petrosino Square (394 | 5) - 13 - Tribeca Park (455 | 5) - 4 - Albert Capsouto Park (454 | 5) - 1 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 11 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;487 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.066 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 7251\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 11558\nINFO     src.main:main.py:131 Total computation time\t: 3.989 seconds\nINFO     src.main:main.py:136 Generated a trip of 487 minutes with 23 landmarks in 4.055 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 6 - Muji (259 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;267 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;354 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=6]\nLandmark(shopping): [Muji @(45.7615971, 4.8543781), score=259, time_to_next=2]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.011 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 2451\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2254\nINFO     src.main:main.py:131 Total computation time\t: 0.338 seconds\nINFO     src.main:main.py:136 Generated a trip of 267 minutes with 8 landmarks in 0.349 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td 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Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     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http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;147 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.004 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.139 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.142 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 2 - Impasse Turquet (259 | 5) - 5 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Neighborhood (360 | 15) - 7 - \u00c9glise Saint-Paul (238 | 5) - 4 - Temple du Change (406 | 5) - 11 - H\u00f4tel de l&#39;Europe (217 | 5) - 12 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;123 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 626 landmarks in  \t: 0.035 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4052\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 2702\nINFO     src.main:main.py:131 Total computation time\t: 4.252 seconds\nINFO     src.main:main.py:136 Generated a trip of 123 minutes with 10 landmarks in 4.286 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 4 - R\u00f6misch-Germanisches Museum (901 | 60) - 5 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 2 - Trinitatiskirche (604 | 5) - 4 - St. Maria im Kapitol (633 | 5) - 6 - St. Georg (460 | 5) - 6 - Wasserturm Hotel Cologne (696 | 5) - 5 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 4 - AntoniterCityKirche (546 | 5) - 12 - K\u00f6lner Dom (1474 | 10) - 3 - Excelsior Hotel Ernst (793 | 5) - 2 - St.Andreas (632 | 5) - 3 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;268 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.036 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 9005\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 13698\nINFO     src.main:main.py:131 Total computation time\t: 3.27 seconds\nINFO     src.main:main.py:136 Generated a trip of 268 minutes with 22 landmarks in 3.307 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 9 - Palais du Rhin (529 | 5) - 12 - Bains municipaux de Strasbourg (518 | 5) - 8 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 7 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - Pont Saint-Nicolas (217 | 5) - 4 - Porte de l&#39;H\u00f4pital (207 | 5) - 3 - \u00c9glise Saint-Nicolas (303 | 5) - 6 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;176 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.026 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 4714\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 4696\nINFO     src.main:main.py:131 Total computation time\t: 3.108 seconds\nINFO     src.main:main.py:136 Generated a trip of 176 minutes with 14 landmarks in 3.135 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Globus (369 | 30) - 6 - St. Anna-Kapelle (191 | 5) - 6 - St. Peter (489 | 5) - 3 - Fraum\u00fcnster (531 | 5) - 7 - Ganymed (217 | 5) - 12 - Kunsthaus (461 | 60) - 8 - Predigerkirche (351 | 5) - 23 - Evangelisch-Lutherische Kirche Z\u00fcrich (391 | 5) - 15 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;205 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.552 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 4150\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 3000\nINFO     src.main:main.py:131 Total computation time\t: 5.152 seconds\nINFO     src.main:main.py:136 Generated a trip of 205 minutes with 10 landmarks in 5.704 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Henri IV (309 | 5) - 10 - Pyramide du Louvre (557 | 5) - 17 - H\u00f4tel de Beauharnais (414 | 5) - 16 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 5 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 9 - Palais de Justice de Paris (531 | 5) - 5 - Fontaine du Palmier (333 | 5) - 2 - Tour Saint-Jacques (793 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 3 - Centre Georges Pompidou (1118 | 5) - 8 - H\u00f4tel de Ville (672 | 5) - 3 - \u00c9glise Saint-Gervais (461 | 5) - 8 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 8 - Sainte-Chapelle (1469 | 60) - 6 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;261 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x71ac5fa51760&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_paris&amp;gt;&amp;gt;\n\n    def test_paris(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b06 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 200\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.85468881798671, 2.3423925755998374]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n        assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\n&amp;gt;       assert duration_minutes*1.2 &amp;gt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too long: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too long: 261 instead of 200\nE       assert (200 * 1.2) &amp;gt; 261\n\nsrc/tests/test_main.py:262: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.06 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 10149\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 11485\nINFO     src.main:main.py:131 Total computation time\t: 4.035 seconds\nINFO     src.main:main.py:136 Generated a trip of 261 minutes with 18 landmarks in 4.095 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - New Museum (406 | 60) - 15 - Museum at Eldridge Street (604 | 60) - 4 - First Chinese Presbyterian Church (461 | 5) - 11 - Capitale (810 | 5) - 16 - Tribeca Park (455 | 5) - 4 - Albert Capsouto Park (454 | 5) - 1 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 7 - Judson Memorial Church (518 | 5) - 16 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 35 - United Nations Headquarters (993 | 5) - 60 - McCarren Park (454 | 5) - 4 - Russian Orthodox Cathedral of the Transfiguration of Our Lord (433 | 5) - 13 - Marsha P. Johnson State Park (765 | 5) - 50 - St. Vartan Cathedral (461 | 5) - 20 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 17 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 5 - St. George&#39;s Church (391 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;544 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.031 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 18 times, objective value : 7194\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 12063\nINFO     src.main:main.py:131 Total computation time\t: 7.0 seconds\nINFO     src.main:main.py:136 Generated a trip of 544 minutes with 23 landmarks in 7.031 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 7 - Galeries Lafayette (197 | 30) - 3 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;269 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;414 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=7]\nLandmark(shopping): [Galeries Lafayette @(45.7627107, 4.8556833), score=197, time_to_next=3]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.008 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2255\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 2192\nINFO     src.main:main.py:131 Total computation time\t: 0.401 seconds\nINFO     src.main:main.py:136 Generated a trip of 269 minutes with 8 landmarks in 0.409 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;375 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;149 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;153 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;311 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;141 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-6.913795&amp;amp;location=107.60278&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;135 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index 9817708..7823d5d 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -1,5 +1,5 @@
 import os
-import xml.etree.ElementTree as ET
+import json
 import hashlib
 
 from ..constants import OSM_CACHE_DIR, OSM_TYPES
@@ -37,9 +37,9 @@ class CachingStrategyBase:
         """Clean up or close any resources used by the caching strategy."""
 
 
-class XMLCache(CachingStrategyBase):
+class JSONCache(CachingStrategyBase):
     """
-    A caching strategy that stores and retrieves data in XML format.
+    A caching strategy that stores and retrieves data in JSON format.
     """
     def __init__(self, cache_dir=OSM_CACHE_DIR):
         # Add the class name as a suffix to the directory
@@ -48,27 +48,28 @@ class XMLCache(CachingStrategyBase):
             os.makedirs(self._cache_dir)
 
     def _filename(self, key):
-        return os.path.join(self._cache_dir, f'{key}.xml')
+        return os.path.join(self._cache_dir, f'{key}.json')
 
     def get(self, key):
-        """Retrieve XML data from the cache and parse it as an ElementTree."""
+        """Retrieve JSON data from the cache and parse it as an ElementTree."""
         filename = self._filename(key)
         if os.path.exists(filename):
             try:
-                # Parse and return the cached XML data
-                tree = ET.parse(filename)
-                return tree.getroot()  # Return the root element of the parsed XML
-            except ET.ParseError:
-                return None
+                # Open and parse the cached JSON data
+                with open(filename, 'r', encoding='utf-8') as file:
+                    data = json.load(file)
+                return data  # Return the parsed JSON data
+            except json.JSONDecodeError as err:
+                return None  # Return None if parsing fails
         return None
 
     def set(self, key, value):
-        """Save the XML data as an ElementTree to the cache."""
+        """Save the JSON data as an ElementTree to the cache."""
         filename = self._filename(key)
-        tree = ET.ElementTree(value)  # value is expected to be an ElementTree root element
         try:
-            with open(filename, 'wb') as file:
-                tree.write(file, encoding='utf-8', xml_declaration=True)
+            # Write the JSON data to the cache file
+            with open(filename, 'w', encoding='utf-8') as file:
+                json.dump(value, file, ensure_ascii=False, indent=4)
         except IOError as e:
             raise IOError(f"Error writing to cache file: {filename} - {e}") from e
 
@@ -77,23 +78,22 @@ class XMLCache(CachingStrategyBase):
         """Create an empty placeholder cache entry for a future fill."""
         hollow_key = f'hollow_{key}'
         filename = self._filename(hollow_key)
-    
-        # Create the root element <cache>
-        root = ET.Element("params")
-        # Add sub-elements with provided values
-        ET.SubElement(root, "key").text = key
-        ET.SubElement(root, "cell").text = f"({cell[0]}, {cell[1]})"
-        ET.SubElement(root, "osm_types").text = ','.join(osm_types)
-        ET.SubElement(root, "selector").text = selector
-        ET.SubElement(root, "conditions").text = ','.join(conditions) if conditions else "none"
-        ET.SubElement(root, "out").text = out
 
-        # Create an ElementTree object from the root
-        tree = ET.ElementTree(root)
-
-        # Write the XML to the file
-        with open(filename, 'wb') as file:
-            tree.write(file, encoding='utf-8', xml_declaration=True)
+        # Create the hollow JSON structure
+        hollow_data = {
+            "key": key,
+            "cell": list(cell),
+            "osm_types": list(osm_types),
+            "selector": selector,
+            "conditions": conditions if conditions else "none",
+            "out": out
+        }
+        # Write the hollow data to the cache file
+        try:
+            with open(filename, 'w', encoding='utf-8') as file:
+                json.dump(hollow_data, file, ensure_ascii=False, indent=4)
+        except IOError as e:
+            raise IOError(f"Error writing hollow cache to file: {filename} - {e}") from e
 
     def close(self):
         """Cleanup method, if needed."""
@@ -103,13 +103,13 @@ class CachingStrategy:
     """
     A class to manage different caching strategies.
     """
-    __strategy = XMLCache()  # Default caching strategy
+    __strategy = JSONCache()  # Default caching strategy
     __strategies = {
-        'XML': XMLCache,
+        'JSON': JSONCache,
     }
 
     @classmethod
-    def use(cls, strategy_name='XML', **kwargs):
+    def use(cls, strategy_name='JSON', **kwargs):
         if cls.__strategy:
             cls.__strategy.close()
 
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 082ed5c..f579cdc 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -3,7 +3,7 @@ import os
 import urllib
 import math
 import logging
-import xml.etree.ElementTree as ET
+import json
 
 from .caching_strategy import get_cache_key, CachingStrategy
 from ..constants import OSM_CACHE_DIR, OSM_TYPES
@@ -20,7 +20,7 @@ class Overpass :
     logger = logging.getLogger(__name__)
 
 
-    def __init__(self, caching_strategy: str = 'XML', cache_dir: str = OSM_CACHE_DIR) :
+    def __init__(self, caching_strategy: str = 'JSON', cache_dir: str = OSM_CACHE_DIR) :
         """
         Initialize the Overpass instance with the url, headers and caching strategy.
         """
@@ -30,9 +30,9 @@ class Overpass :
 
 
     def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center') -> ET:
+                    selector: str, conditions=[], out='center'):
         """
-        Sends the Overpass QL query to the Overpass API and returns the parsed XML response.
+        Sends the Overpass QL query to the Overpass API and returns the parsed json response.
 
         Args:
             bbox (tuple): Bounding box for the query.
@@ -42,7 +42,7 @@ class Overpass :
             out (str): Output format ('center', 'body', etc.). Defaults to 'center'.
 
         Returns:
-            ET.Element:    Parsed XML response from the Overpass API, or cached data if available.
+            dict:    Parsed json response from the Overpass API, or cached data if available.
         """
         # Determine which grid cells overlap with this bounding box.
         overlapping_cells = Overpass._get_overlapping_cells(bbox)
@@ -59,10 +59,10 @@ class Overpass :
         
         # Missing data: Make a query to Overpass API
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
-        self.fetch_data_from_api(query_str)
+        return self.fetch_data_from_api(query_str)
 
 
-    def fetch_data_from_api(self, query_str: str, cache_key: str = None) -> ET.Element:
+    def fetch_data_from_api(self, query_str: str, cache_key: str = None) -> dict:
         """
         Fetch data from the Overpass API and update the cache.
 
@@ -72,33 +72,37 @@ class Overpass :
             hollow_cache_keys (list): Cache keys for missing data to be updated.
 
         Returns:
-            ET.Element: Combined cached and fetched data.
+            dict: Combined cached and fetched data.
         """
         try:
             data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
             request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
 
             with urllib.request.urlopen(request) as response:
-                response_data = response.read().decode('utf-8')
-                root = ET.fromstring(response_data)
+                response_data = response.read().decode('utf-8')  # Convert the HTTPResponse to a string
+                data = json.loads(response_data)  # Load the JSON from the string
+                elements = data.get('elements', [])
 
                 if cache_key is not None :
-                    self.caching_strategy.set(cache_key, root)
+                    self.caching_strategy.set(cache_key, elements)
                     self.logger.debug(f'Cache set.')
                 else : 
                     self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
-                    return root
+                    return elements
 
         except urllib.error.URLError as e:
             self.logger.error(f"Error connecting to Overpass API: {e}")
             raise ConnectionError(f"Error connecting to Overpass API: {e}")
+        except Exception as exc :
+            raise Exception(f'An unexpected error occured: {str(exc)}') from exc
 
 
-    def fill_cache(self, xml_string: str) :
+
+    def fill_cache(self, json_data) :
         """
         Fill cache with data by using a hollow cache entry's information.
         """
-        query_str, cache_key = Overpass._build_query_from_hollow(xml_string)
+        query_str, cache_key = Overpass._build_query_from_hollow(json_data)
         self.fetch_data_from_api(query_str, cache_key)
 
 
@@ -133,7 +137,7 @@ class Overpass :
         if not isinstance(osm_types, list) :
             osm_types = [osm_types]
 
-        query = '('
+        query = '[out:json];('
 
         # convert the bbox to string.
         bbox_str = f"({','.join(map(str, bbox))})"
@@ -190,21 +194,21 @@ class Overpass :
 
 
     @staticmethod
-    def _build_query_from_hollow(xml_string):
+    def _build_query_from_hollow(json_data):
         """
         Build query string using information from a hollow cache entry.
         """
-        # Parse the XML string into an ElementTree object
-        root = ET.fromstring(xml_string)
+        # Parse the JSON string into a dictionary
+        data = json.loads(json_data)
         
-        # Extract values from the XML tree
-        key = root.find('key').text
-        cell = tuple(map(float, root.find('cell').text.strip('()').split(',')))
+        # Extract values from the JSON object
+        key = data.get('key')
+        cell = tuple(data.get('cell'))
         bbox = Overpass._get_bbox_from_grid_cell(cell[0], cell[1])
-        osm_types = root.find('osm_types').text.split(',')
-        selector = root.find('selector').text
-        conditions = root.find('conditions').text.split(',') if root.find('conditions').text != "none" else []
-        out = root.find('out').text
+        osm_types = data.get('osm_types')
+        selector = data.get('selector')
+        conditions = data.get('conditions') if data.get('conditions') != "none" else []
+        out = data.get('out')
 
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
         
@@ -265,14 +269,14 @@ class Overpass :
         """
         Combines data from multiple cached responses into a single result.
         """
-        combined_data = ET.Element("osm")
+        combined_data = []
         for cached_data in cached_data_list:
             for element in cached_data:
                 combined_data.append(element)
         return combined_data
     
 
-def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
+def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
     """
     Extracts base information (coordinates, OSM ID, and optionally a name) from an OSM element.
 
@@ -281,7 +285,7 @@ def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
     extracting coordinates either directly or from a center tag, depending on the element type.
 
     Args:
-        elem (ET.Element): The XML element representing the OSM entity.
+        elem (dict): The JSON element representing the OSM entity.
         osm_type (str): The type of the OSM entity (e.g., 'node', 'way'). If 'node', the coordinates
                         are extracted directly from the element; otherwise, from the 'center' tag.
         with_name (bool): Whether to extract and return the name of the element. If True, it attempts
@@ -295,7 +299,7 @@ def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
     """
     # 1. extract coordinates
     if osm_type != 'node' :
-        center = elem.find('center')
+        center = elem.get('center')
         lat = float(center.get('lat'))
         lon = float(center.get('lon'))
 
@@ -310,7 +314,7 @@ def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
 
     # 3. Extract name if specified and return
     if with_name :
-        name = elem.find("tag[@k='name']").get('v') if elem.find("tag[@k='name']") is not None else None
+        name = elem.get('tags', {}).get('name')
         return osm_id, coords, name
     else :
         return osm_id, coords
@@ -318,7 +322,7 @@ def get_base_info(elem: ET.Element, osm_type: OSM_TYPES, with_name=False) :
 
 def fill_cache():
 
-    overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
+    overpass = Overpass(caching_strategy='JSON', cache_dir=OSM_CACHE_DIR)
 
     with os.scandir(OSM_CACHE_DIR) as it:
         for entry in it:
@@ -326,10 +330,10 @@ def fill_cache():
                 
                 # Read the whole file content as a string
                 with open(entry.path, 'r') as f:
-                    xml_string = f.read()  
+                    json_data = f.read()  
 
                 # Fill the cache with the query and key
-                overpass.fill_cache(xml_string)
+                overpass.fill_cache(json_data)
 
                 # Now delete the file as the cache is filled
                 os.remove(entry.path)
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index da41a96..d979a26 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -28,7 +28,7 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
         json={
             "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
             "nature": {"type": "nature", "score": 5},
-            "shopping": {"type": "shopping", "score": 5},
+            "shopping": {"type": "shopping", "score": 0},
             "max_time_minute": duration_minutes,
             "detour_tolerance_minute": 0},
             "start": [48.084588, 7.280405]
@@ -56,6 +56,7 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
+
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
@@ -97,7 +98,6 @@ def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
 
-
 def test_cologne(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°3 : Custom test in Cologne to ensure proper decision making in crowded area.
diff --git a/backend/src/utils/cluster_manager.py b/backend/src/utils/cluster_manager.py
index 11ed333..f90e7c4 100644
--- a/backend/src/utils/cluster_manager.py
+++ b/backend/src/utils/cluster_manager.py
@@ -9,7 +9,6 @@ from pydantic import BaseModel
 from ..overpass.overpass import Overpass, get_base_info
 from ..structs.landmark import Landmark
 from .get_time_distance import get_distance
-from ..constants import OSM_CACHE_DIR
 from .utils import create_bbox
 
 
@@ -81,7 +80,7 @@ class ClusterManager:
             bbox: The bounding box coordinates (around:radius, center_lat, center_lon).
         """
         # Setup the caching in the Overpass class.
-        self.overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
+        self.overpass = Overpass()
 
         self.cluster_type = cluster_type
         if cluster_type == 'shopping' :
@@ -112,13 +111,13 @@ class ClusterManager:
 
         else :
             points = []
-            for osm_type in osm_types :
-                for elem in result.findall(osm_type):
-                    
-                    # Get coordinates and append them to the points list
-                    _, coords = get_base_info(elem, osm_type)
-                    if coords is not None :
-                        points.append(coords)
+            for elem in result:
+                osm_type = elem.get('type')
+                
+                # Get coordinates and append them to the points list
+                _, coords = get_base_info(elem, osm_type)
+                if coords is not None :
+                    points.append(coords)
 
             if points :
                 self.all_points = np.array(points)
@@ -249,20 +248,20 @@ class ClusterManager:
                 self.logger.error(f"Error fetching landmarks: {e}")
                 continue
 
-            for osm_type in osm_types :
-                for elem in result.findall(osm_type):
+            for elem in result:
+                osm_type = elem.get('type')
 
-                    id, coords, name = get_base_info(elem, osm_type, with_name=True)
+                id, coords, name = get_base_info(elem, osm_type, with_name=True)
 
-                    if name is None or coords is None :
-                        continue
+                if name is None or coords is None :
+                    continue
 
-                    d = get_distance(cluster.centroid, coords)
-                    if  d < min_dist :
-                        min_dist = d
-                        new_name = name
-                        osm_type = osm_type     # Add type: 'way' or 'relation'
-                        osm_id = id             # Add OSM id
+                d = get_distance(cluster.centroid, coords)
+                if  d < min_dist :
+                    min_dist = d
+                    new_name = name
+                    osm_type = osm_type     # Add type: 'way' or 'relation'
+                    osm_id = id             # Add OSM id
 
         return Landmark(
             name=new_name,
diff --git a/backend/src/utils/landmarks_manager.py b/backend/src/utils/landmarks_manager.py
index 26990f2..bc8654d 100644
--- a/backend/src/utils/landmarks_manager.py
+++ b/backend/src/utils/landmarks_manager.py
@@ -12,7 +12,7 @@ from .cluster_manager import ClusterManager
 from ..overpass.overpass import Overpass, get_base_info
 from .utils import create_bbox
 
-from ..constants import AMENITY_SELECTORS_PATH, LANDMARK_PARAMETERS_PATH, OPTIMIZER_PARAMETERS_PATH, OSM_CACHE_DIR
+from ..constants import AMENITY_SELECTORS_PATH, LANDMARK_PARAMETERS_PATH, OPTIMIZER_PARAMETERS_PATH
 
 
 class LandmarkManager:
@@ -54,7 +54,7 @@ class LandmarkManager:
             self.detour_factor = parameters['detour_factor']
 
         # Setup the caching in the Overpass class.
-        self.overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
+        self.overpass = Overpass()
 
         self.logger.info('LandmakManager successfully initialized.')
 
@@ -194,24 +194,24 @@ class LandmarkManager:
             # Send the overpass query
             try:
                 result = self.overpass.send_query(
-                bbox = bbox,
-                osm_types = osm_types,
-                selector = sel,
-                conditions = query_conditions,        # except for nature....
-                out = 'center'
-                )
+                    bbox = bbox,
+                    osm_types = osm_types,
+                    selector = sel,
+                    conditions = query_conditions,        # except for nature....
+                    out = 'ids center tags'
+                    )
             except Exception as e:
                 self.logger.error(f"Error fetching landmarks: {e}")
                 continue
 
-            return_list += self.xml_to_landmarks(result, landmarktype, preference_level)
+            return_list += self.json_to_landmarks(result, landmarktype, preference_level)
 
         self.logger.debug(f"Fetched {len(return_list)} landmarks of type {landmarktype} in {bbox}")
 
         return return_list
 
 
-    def xml_to_landmarks(self, root: ET.Element, landmarktype, preference_level) -> list[Landmark]:
+    def json_to_landmarks(self, elements: list, landmarktype, preference_level) -> list[Landmark]:
         """
         Parse the Overpass API result and extract landmarks.
 
@@ -221,82 +221,83 @@ class LandmarkManager:
         into Landmark objects.
 
         Args:
-        root (ET.Element): The root element of the XML response from Overpass API.
+        elements (list): The elements of json response from Overpass API.
         elem_type (str): The type of landmark (e.g., node, way, relation).
 
         Returns:
         list[Landmark]: A list of Landmark objects extracted from the XML data.
         """
-        if root is None :
+        print(f'in landmarks manager : {type(elements)}')
+        if elements is None :
             return []
 
         landmarks = []
-        for osm_type in ['node', 'way', 'relation'] :
-            for elem in root.findall(osm_type):
+        for elem in elements:
+            osm_type = elem.get('type')
 
-                id, coords, name = get_base_info(elem, osm_type, with_name=True)
-
-                if name is None or coords is None :
-                    continue
-
-                tags = elem.findall('tag')
-
-                # Convert this to Landmark object
-                landmark = Landmark(name=name,
-                                    type=landmarktype,
-                                    location=coords,
-                                    osm_id=id,
-                                    osm_type=osm_type,
-                                    attractiveness=0,
-                                    n_tags=len(tags))
-
-                # Browse through tags to add information to landmark.
-                for tag in tags:
-                    key = tag.get('k')
-                    value = tag.get('v')
-
-                    # Skip this landmark if not suitable.
-                    if key == 'building:part' and value == 'yes' :
-                        break
-                    if 'disused:' in key :
-                        break
-                    if 'boundary:' in key :
-                        break
-                    if 'shop' in key and landmarktype != 'shopping' :
-                        break
-                    # if value == 'apartments' :
-                    #     break
-
-                    # Fill in the other attributes.
-                    if key == 'image' :
-                        landmark.image_url = value
-                    if key == 'website' :
-                        landmark.website_url = value
-                    if key == 'place_of_worship' :
-                        landmark.is_place_of_worship = True
-                    if key == 'wikipedia' :
-                        landmark.wiki_url = value
-                    if key == 'name:en' :
-                        landmark.name_en = value
-                    if 'building:' in key or 'pay' in key :
-                        landmark.n_tags -= 1
-
-                    # Set the duration.
-                    if value in ['museum', 'aquarium', 'planetarium'] :
-                        landmark.duration = 60
-                    elif value == 'viewpoint' :
-                        landmark.is_viewpoint = True
-                        landmark.duration = 10
-                    elif value == 'cathedral' :
-                        landmark.is_place_of_worship = False
-                        landmark.duration = 10
-
-                else:
-                    self.set_landmark_score(landmark, landmarktype, preference_level)
-                    landmarks.append(landmark)
+            id, coords, name = get_base_info(elem, osm_type, with_name=True)
 
+            if name is None or coords is None :
                 continue
 
+            tags = elem.get('tags')
+
+            # Convert this to Landmark object
+            landmark = Landmark(name=name,
+                                type=landmarktype,
+                                location=coords,
+                                osm_id=id,
+                                osm_type=osm_type,
+                                attractiveness=0,
+                                n_tags=len(tags))
+
+            # self.logger.debug('added landmark.')
+
+            # Browse through tags to add information to landmark.
+            for key, value in tags.items():
+
+                # Skip this landmark if not suitable.
+                if key == 'building:part' and value == 'yes' :
+                    break
+                if 'disused:' in key :
+                    break
+                if 'boundary:' in key :
+                    break
+                if 'shop' in key and landmarktype != 'shopping' :
+                    break
+                # if value == 'apartments' :
+                #     break
+
+                # Fill in the other attributes.
+                if key == 'image' :
+                    landmark.image_url = value
+                if key == 'website' :
+                    landmark.website_url = value
+                if key == 'place_of_worship' :
+                    landmark.is_place_of_worship = True
+                if key == 'wikipedia' :
+                    landmark.wiki_url = value
+                if key == 'name:en' :
+                    landmark.name_en = value
+                if 'building:' in key or 'pay' in key :
+                    landmark.n_tags -= 1
+
+                # Set the duration.
+                if value in ['museum', 'aquarium', 'planetarium'] :
+                    landmark.duration = 60
+                elif value == 'viewpoint' :
+                    landmark.is_viewpoint = True
+                    landmark.duration = 10
+                elif value == 'cathedral' :
+                    landmark.is_place_of_worship = False
+                    landmark.duration = 10
+
+            else:
+                self.set_landmark_score(landmark, landmarktype, preference_level)
+                landmarks.append(landmark)
+
+            continue
+
         return landmarks
 
 def dict_to_selector_list(d: dict) -> list:
diff --git a/backend/src/utils/toilets_manager.py b/backend/src/utils/toilets_manager.py
index f61bc5d..59aea29 100644
--- a/backend/src/utils/toilets_manager.py
+++ b/backend/src/utils/toilets_manager.py
@@ -4,7 +4,6 @@ import xml.etree.ElementTree as ET
 
 from ..overpass.overpass import Overpass, get_base_info
 from ..structs.landmark import Toilets
-from ..constants import OSM_CACHE_DIR
 from .utils import create_bbox
 
 
@@ -42,7 +41,7 @@ class ToiletsManager:
         self.location = location
 
         # Setup the caching in the Overpass class.
-        self.overpass = Overpass(caching_strategy='XML', cache_dir=OSM_CACHE_DIR)
+        self.overpass = Overpass()
 
 
     def generate_toilet_list(self) -> list[Toilets] :
@@ -70,55 +69,55 @@ class ToiletsManager:
             self.logger.error(f"Error fetching landmarks: {e}")
             return None
 
-        toilets_list = self.xml_to_toilets(result)
+        toilets_list = self.to_toilets(result)
 
         return toilets_list
 
 
-    def xml_to_toilets(self, root: ET.Element) -> list[Toilets]:
+    def to_toilets(self, elements: list) -> list[Toilets]:
         """
         Parse the Overpass API result and extract landmarks.
 
-        This method processes the XML root element returned by the Overpass API and 
+        This method processes the JSON elements returned by the Overpass API and 
         extracts landmarks of types 'node', 'way', and 'relation'. It retrieves 
         relevant information such as name, coordinates, and tags, and converts them 
         into Landmark objects.
 
         Args:
-        root (ET.Element): The root element of the XML response from Overpass API.
+        list (osm elements): The root element of the JSON response from Overpass API.
         elem_type (str): The type of landmark (e.g., node, way, relation).
 
         Returns:
         list[Landmark]: A list of Landmark objects extracted from the XML data.
         """
-        if root is None :
+        if elements is None :
             return []
 
         toilets_list = []
-        for osm_type in ['node', 'way', 'relation'] :
-            for elem in root.findall(osm_type):
-                # Get coordinates and append them to the points list
-                _, coords = get_base_info(elem, osm_type)
-                if coords is None :
-                    continue
+        for elem in elements:
+            osm_type = elem.get('type')
+            # Get coordinates and append them to the points list
+            _, coords = get_base_info(elem, osm_type)
+            if coords is None :
+                continue
 
-                toilets = Toilets(location=coords)
+            toilets = Toilets(location=coords)
 
-                # Extract tags as a dictionary
-                tags = {tag.get('k'): tag.get('v') for tag in elem.findall('tag')}
+            # Extract tags as a dictionary
+            tags = elem.get('tags')
 
-                if 'wheelchair' in tags.keys() and tags['wheelchair'] == 'yes':
-                    toilets.wheelchair = True
+            if 'wheelchair' in tags.keys() and tags['wheelchair'] == 'yes':
+                toilets.wheelchair = True
 
-                if 'changing_table' in tags.keys() and tags['changing_table'] == 'yes':
-                    toilets.changing_table = True
+            if 'changing_table' in tags.keys() and tags['changing_table'] == 'yes':
+                toilets.changing_table = True
 
-                if 'fee' in tags.keys() and tags['fee'] == 'yes':
-                    toilets.fee = True
+            if 'fee' in tags.keys() and tags['fee'] == 'yes':
+                toilets.fee = True
 
-                if 'opening_hours' in tags.keys() :
-                    toilets.opening_hours = tags['opening_hours']
+            if 'opening_hours' in tags.keys() :
+                toilets.opening_hours = tags['opening_hours']
 
-                toilets_list.append(toilets)
+            toilets_list.append(toilets)
 
         return toilets_list

From 4a904c3d3c2bacb32b1891f82729ed50dba69afb Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 08:25:43 +0100
Subject: [PATCH 08/22] background task later

---
 backend/report.html                    | 10 +++++-----
 backend/src/main.py                    |  5 ++---
 backend/src/overpass/overpass.py       |  6 +++---
 backend/src/tests/test_main.py         |  4 ++--
 backend/src/utils/landmarks_manager.py | 12 ++++--------
 backend/src/utils/toilets_manager.py   |  3 +--
 6 files changed, 17 insertions(+), 23 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 7365ec0..2971513 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 08:03:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 08:25:09 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
-            <span class="failed">1 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
+            <span class="failed">0 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">24 Passed,</span>
+            <span class="passed">25 Passed,</span>
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             <span class="skipped">0 Skipped,</span>
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@@ -432,7 +432,7 @@ div.media {
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Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call 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http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;147 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.004 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.139 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.142 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - \u00c9glise Saint-Georges (461 | 5) - 2 - Impasse Turquet (259 | 5) - 5 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Neighborhood (360 | 15) - 7 - \u00c9glise Saint-Paul (238 | 5) - 4 - Temple du Change (406 | 5) - 11 - H\u00f4tel de l&#39;Europe (217 | 5) - 12 - Basilique Saint-Bonaventure (414 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;123 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 626 landmarks in  \t: 0.035 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4052\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 2702\nINFO     src.main:main.py:131 Total computation time\t: 4.252 seconds\nINFO     src.main:main.py:136 Generated a trip of 123 minutes with 10 landmarks in 4.286 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 4 - R\u00f6misch-Germanisches Museum (901 | 60) - 5 - Gro\u00df St. Martin (582 | 5) - 11 - St. Maria Lyskirchen (662 | 5) - 2 - Trinitatiskirche (604 | 5) - 4 - St. Maria im Kapitol (633 | 5) - 6 - St. Georg (460 | 5) - 6 - Wasserturm Hotel Cologne (696 | 5) - 5 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 9 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 4 - AntoniterCityKirche (546 | 5) - 12 - K\u00f6lner Dom (1474 | 10) - 3 - Excelsior Hotel Ernst (793 | 5) - 2 - St.Andreas (632 | 5) - 3 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;268 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.036 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 9005\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 13698\nINFO     src.main:main.py:131 Total computation time\t: 3.27 seconds\nINFO     src.main:main.py:136 Generated a trip of 268 minutes with 22 landmarks in 3.307 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 9 - Palais du Rhin (529 | 5) - 12 - Bains municipaux de Strasbourg (518 | 5) - 8 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 7 - Cath\u00e9drale Notre-Dame (728 | 10) - 7 - Pont Saint-Nicolas (217 | 5) - 4 - Porte de l&#39;H\u00f4pital (207 | 5) - 3 - \u00c9glise Saint-Nicolas (303 | 5) - 6 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;176 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.026 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 4714\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 4696\nINFO     src.main:main.py:131 Total computation time\t: 3.108 seconds\nINFO     src.main:main.py:136 Generated a trip of 176 minutes with 14 landmarks in 3.135 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Globus (369 | 30) - 6 - St. Anna-Kapelle (191 | 5) - 6 - St. Peter (489 | 5) - 3 - Fraum\u00fcnster (531 | 5) - 7 - Ganymed (217 | 5) - 12 - Kunsthaus (461 | 60) - 8 - Predigerkirche (351 | 5) - 23 - Evangelisch-Lutherische Kirche Z\u00fcrich (391 | 5) - 15 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;205 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.552 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 4150\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 11 times, objective value : 3000\nINFO     src.main:main.py:131 Total computation time\t: 5.152 seconds\nINFO     src.main:main.py:136 Generated a trip of 205 minutes with 10 landmarks in 5.704 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Henri IV (309 | 5) - 10 - Pyramide du Louvre (557 | 5) - 17 - H\u00f4tel de Beauharnais (414 | 5) - 16 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 5 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 9 - Palais de Justice de Paris (531 | 5) - 5 - Fontaine du Palmier (333 | 5) - 2 - Tour Saint-Jacques (793 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 3 - Centre Georges Pompidou (1118 | 5) - 8 - H\u00f4tel de Ville (672 | 5) - 3 - \u00c9glise Saint-Gervais (461 | 5) - 8 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 8 - Sainte-Chapelle (1469 | 60) - 6 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;261 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:04&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x71ac5fa51760&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_paris&amp;gt;&amp;gt;\n\n    def test_paris(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b06 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 200\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.85468881798671, 2.3423925755998374]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n        assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\n&amp;gt;       assert duration_minutes*1.2 &amp;gt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too long: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too long: 261 instead of 200\nE       assert (200 * 1.2) &amp;gt; 261\n\nsrc/tests/test_main.py:262: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.06 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 10149\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 11485\nINFO     src.main:main.py:131 Total computation time\t: 4.035 seconds\nINFO     src.main:main.py:136 Generated a trip of 261 minutes with 18 landmarks in 4.095 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - New Museum (406 | 60) - 15 - Museum at Eldridge Street (604 | 60) - 4 - First Chinese Presbyterian Church (461 | 5) - 11 - Capitale (810 | 5) - 16 - Tribeca Park (455 | 5) - 4 - Albert Capsouto Park (454 | 5) - 1 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 7 - Judson Memorial Church (518 | 5) - 16 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 35 - United Nations Headquarters (993 | 5) - 60 - McCarren Park (454 | 5) - 4 - Russian Orthodox Cathedral of the Transfiguration of Our Lord (433 | 5) - 13 - Marsha P. Johnson State Park (765 | 5) - 50 - St. Vartan Cathedral (461 | 5) - 20 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 17 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 5 - St. George&#39;s Church (391 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;544 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:07&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.031 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 18 times, objective value : 7194\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 12063\nINFO     src.main:main.py:131 Total computation time\t: 7.0 seconds\nINFO     src.main:main.py:136 Generated a trip of 544 minutes with 23 landmarks in 7.031 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 7 - Galeries Lafayette (197 | 30) - 3 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;269 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;414 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;----------------------------- Captured stdout call -----------------------------\nin landmarks manager : &amp;lt;class &amp;#x27;list&amp;#x27;&amp;gt;\nLandmark(start): [start @(45.7576485, 4.8330241), score=0, time_to_next=5]\nLandmark(shopping): [Grand H\u00f4tel-Dieu @(45.7586955, 4.8364597), score=546, time_to_next=8]\nLandmark(shopping): [Shopping Area @(np.float64(45.76223053940519), np.float64(4.833794685873603)), score=538, time_to_next=4]\nLandmark(shopping): [Grand Bazar @(45.7632141, 4.8361975), score=93, time_to_next=20]\nLandmark(shopping): [Halles de Lyon Paul Bocuse @(45.7628282, 4.8505601), score=272, time_to_next=7]\nLandmark(shopping): [Galeries Lafayette @(45.7627107, 4.8556833), score=197, time_to_next=3]\nLandmark(shopping): [Westfield La Part-Dieu @(45.761331, 4.855676), score=546, time_to_next=32]\nLandmark(finish): [finish @(45.7576485, 4.8330241), score=0]\n\n------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.008 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2255\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 2192\nINFO     src.main:main.py:131 Total computation time\t: 0.401 seconds\nINFO     src.main:main.py:136 Generated a trip of 269 minutes with 8 landmarks in 0.409 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td 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class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;375 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td 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class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;311 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td 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class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;135 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;62 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start4-preferences4-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start5-preferences5-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;136 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.005 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.127 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.132 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - H\u00f4tel de l&#39;Europe (217 | 5) - 4 - Palais archi\u00e9piscopal (217 | 5) - 1 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Neighborhood (360 | 15) - 2 - Temple du Change (406 | 5) - 8 - Basilique de Fourvi\u00e8re (324 | 5) - 10 - \u00c9glise Saint-Georges (461 | 5) - 3 - Grande Synagogue de Lyon (217 | 5) - 10 - \u00c9glise Saint-Just (460 | 5) - 17 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;125 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 625 landmarks in  \t: 2.566 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 3932\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3009\nINFO     src.main:main.py:131 Total computation time\t: 3.313 seconds\nINFO     src.main:main.py:136 Generated a trip of 125 minutes with 11 landmarks in 5.879 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 2 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - Excelsior Hotel Ernst (793 | 5) - 2 - St.Andreas (632 | 5) - 4 - K\u00f6lner Dom (1474 | 10) - 2 - R\u00f6misch-Germanisches Museum (901 | 60) - 5 - Gro\u00df St. Martin (582 | 5) - 9 - St. Maria im Kapitol (633 | 5) - 4 - Trinitatiskirche (604 | 5) - 11 - AntoniterCityKirche (546 | 5) - 2 - Au\u00dfenspielst\u00e4tte am Offenbachplatz (461 | 5) - 2 - Oper der Stadt K\u00f6ln (601 | 5) - 3 - Galeria (531 | 30) - 4 - St. Maria in der Kupfergasse (518 | 5) - 9 - St. Gereon (1059 | 5) - 22 - St. Kunibert (691 | 5) - 10 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;253 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.038 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 9217\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 8 times, objective value : 10481\nINFO     src.main:main.py:131 Total computation time\t: 2.905 seconds\nINFO     src.main:main.py:136 Generated a trip of 253 minutes with 17 landmarks in 2.942 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Monument du G\u00e9n\u00e9ral Kl\u00e9ber (176 | 5) - 1 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 2 - Foss\u00e9 du Faux-Rempart (197 | 5) - 4 - H\u00f4tel de Ville (295 | 5) - 5 - Cath\u00e9drale Notre-Dame (728 | 10) - 4 - Temple Neuf (176 | 5) - 1 - Grande \u00cele (259 | 5) - 8 - Pont Saint-Nicolas (217 | 5) - 4 - Porte de l&#39;H\u00f4pital (207 | 5) - 3 - \u00c9glise Saint-Nicolas (303 | 5) - 4 - \u00c9glise protestante Saint-Thomas (303 | 5) - 2 - Circuit \u00ab Petite France \u00bb (414 | 5) - 7 - Tour des Fran\u00e7ais (174 | 5) - 2 - Barrage Vauban (391 | 5) - 4 - Tour du Bourreau (157 | 5) - 6 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;183 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.019 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 12 times, objective value : 4073\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4972\nINFO     src.main:main.py:131 Total computation time\t: 6.308 seconds\nINFO     src.main:main.py:136 Generated a trip of 183 minutes with 19 landmarks in 6.327 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 11 - Predigerkirche (351 | 5) - 2 - Anlage Z\u00fcrich (174 | 5) - 9 - Liebfrauenkirche (281 | 5) - 10 - Friedenskirche (207 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Wasserkirche (238 | 5) - 7 - Rebekkabrunnen (174 | 5) - 5 - Stadthaus (191 | 5) - 1 - Fraum\u00fcnster (531 | 5) - 3 - St. Peter (489 | 5) - 2 - Augustinerkirche (238 | 5) - 6 - Synagoge ICZ L\u00f6wenstrasse (207 | 5) - 6 - Globus (369 | 30) - 5 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;167 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.016 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 4000\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 7 times, objective value : 3933\nINFO     src.main:main.py:131 Total computation time\t: 6.258 seconds\nINFO     src.main:main.py:136 Generated a trip of 167 minutes with 15 landmarks in 6.274 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 15 - Pyramide du Louvre (557 | 5) - 1 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 10 - Basilique Notre-Dame-des-Victoires (575 | 5) - 15 - La Samaritaine (416 | 5) - 7 - Fontaine du Palmier (333 | 5) - 11 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 13 - \u00c9glise Notre-Dame-de-Bonne-Nouvelle (414 | 5) - 18 - Centre Georges Pompidou (1118 | 5) - 7 - Tour Saint-Jacques (793 | 5) - 10 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 9 - Palais de Justice de Paris (531 | 5) - 3 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;190 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.059 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 7 times, objective value : 9852\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 10 times, objective value : 8483\nINFO     src.main:main.py:131 Total computation time\t: 5.803 seconds\nINFO     src.main:main.py:136 Generated a trip of 190 minutes with 14 landmarks in 5.861 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - New Museum (406 | 60) - 8 - Capitale (810 | 5) - 9 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Merchant&#39;s House Museum (378 | 60) - 9 - Grace Church (518 | 5) - 7 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 11 - Church of St. John the Baptist (406 | 5) - 3 - Madison Square Garden (691 | 5) - 9 - Herald Square (454 | 5) - 5 - Empire State Building (901 | 5) - 27 - United Nations Headquarters (993 | 5) - 14 - St. Vartan Cathedral (461 | 5) - 20 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 11 - Stuyvesant Square (381 | 5) - 6 - Immaculate Conception Church (546 | 5) - 35 - Marsha P. Johnson State Park (765 | 5) - 33 - St. Nicholas of Myra Orthodox Church (546 | 5) - 11 - St. George&#39;s Church (391 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;487 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:02&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.03 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 7650\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 12187\nINFO     src.main:main.py:131 Total computation time\t: 2.362 seconds\nINFO     src.main:main.py:136 Generated a trip of 487 minutes with 23 landmarks in 2.392 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 6 - Muji (259 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;267 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;354 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.008 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 2451\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2254\nINFO     src.main:main.py:131 Total computation time\t: 0.341 seconds\nINFO     src.main:main.py:136 Generated a trip of 267 minutes with 8 landmarks in 0.349 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;210 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;123 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;119 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;281 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;116 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-6.913795&amp;amp;location=107.60278&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;119 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index ba96d18..59bbe8f 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -134,9 +134,7 @@ def new_trip(preferences: Preferences,
     # upon creation of the trip, persistence of both the trip and its landmarks is ensured.
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
-    
-    background_tasks = BackgroundTasks(fill_cache())
-    
+        
     return trip
 
 
@@ -154,6 +152,7 @@ def get_trip(trip_uuid: str) -> Trip:
     """
     try:
         trip = cache_client.get(f"trip_{trip_uuid}")
+        background_tasks = BackgroundTasks(fill_cache())
         return trip
     except KeyError as exc:
         raise HTTPException(status_code=404, detail="Trip not found") from exc
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index f579cdc..0d012d8 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -98,7 +98,7 @@ class Overpass :
 
 
 
-    def fill_cache(self, json_data) :
+    def fill_cache(self, json_data: list) :
         """
         Fill cache with data by using a hollow cache entry's information.
         """
@@ -194,7 +194,7 @@ class Overpass :
 
 
     @staticmethod
-    def _build_query_from_hollow(json_data):
+    def _build_query_from_hollow(json_data: list):
         """
         Build query string using information from a hollow cache entry.
         """
@@ -322,7 +322,7 @@ def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
 
 def fill_cache():
 
-    overpass = Overpass(caching_strategy='JSON', cache_dir=OSM_CACHE_DIR)
+    overpass = Overpass()
 
     with os.scandir(OSM_CACHE_DIR) as it:
         for entry in it:
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index d979a26..a865942 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -334,8 +334,8 @@ def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     # Add details to report
     log_trip_details(request, landmarks, result['total_time'], duration_minutes)
 
-    for elem in landmarks :
-        print(elem)
+    # for elem in landmarks :
+    #     print(elem)
 
     # checks :
     assert response.status_code == 200  # check for successful planning
diff --git a/backend/src/utils/landmarks_manager.py b/backend/src/utils/landmarks_manager.py
index bc8654d..f63779b 100644
--- a/backend/src/utils/landmarks_manager.py
+++ b/backend/src/utils/landmarks_manager.py
@@ -1,10 +1,7 @@
 """Module used to import data from OSM and arrange them in categories."""
 import logging
-import math as m
-import xml.etree.ElementTree as ET
 import yaml
 
-
 from ..structs.preferences import Preferences
 from ..structs.landmark import Landmark
 from .take_most_important import take_most_important
@@ -204,18 +201,18 @@ class LandmarkManager:
                 self.logger.error(f"Error fetching landmarks: {e}")
                 continue
 
-            return_list += self.json_to_landmarks(result, landmarktype, preference_level)
+            return_list += self._to_landmarks(result, landmarktype, preference_level)
 
         self.logger.debug(f"Fetched {len(return_list)} landmarks of type {landmarktype} in {bbox}")
 
         return return_list
 
 
-    def json_to_landmarks(self, elements: list, landmarktype, preference_level) -> list[Landmark]:
+    def _to_landmarks(self, elements: list, landmarktype, preference_level) -> list[Landmark]:
         """
         Parse the Overpass API result and extract landmarks.
 
-        This method processes the XML root element returned by the Overpass API and 
+        This method processes the JSON elements returned by the Overpass API and 
         extracts landmarks of types 'node', 'way', and 'relation'. It retrieves 
         relevant information such as name, coordinates, and tags, and converts them 
         into Landmark objects.
@@ -225,9 +222,8 @@ class LandmarkManager:
         elem_type (str): The type of landmark (e.g., node, way, relation).
 
         Returns:
-        list[Landmark]: A list of Landmark objects extracted from the XML data.
+        list[Landmark]: A list of Landmark objects extracted from the JSON data.
         """
-        print(f'in landmarks manager : {type(elements)}')
         if elements is None :
             return []
 
diff --git a/backend/src/utils/toilets_manager.py b/backend/src/utils/toilets_manager.py
index 59aea29..2ce8cce 100644
--- a/backend/src/utils/toilets_manager.py
+++ b/backend/src/utils/toilets_manager.py
@@ -1,6 +1,5 @@
 """Module for finding public toilets around given coordinates."""
 import logging
-import xml.etree.ElementTree as ET
 
 from ..overpass.overpass import Overpass, get_base_info
 from ..structs.landmark import Toilets
@@ -88,7 +87,7 @@ class ToiletsManager:
         elem_type (str): The type of landmark (e.g., node, way, relation).
 
         Returns:
-        list[Landmark]: A list of Landmark objects extracted from the XML data.
+        list[Landmark]: A list of Landmark objects extracted from the JSON data.
         """
         if elements is None :
             return []

From 2ac8499dfb2c4ce33c704fadece7d05ed314a80c Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 11:52:07 +0100
Subject: [PATCH 09/22] now working

---
 backend/.pylintrc                        |  4 +-
 backend/report.html                      | 12 ++--
 backend/src/main.py                      |  7 +-
 backend/src/optimization/optimizer.py    | 19 ++++--
 backend/src/overpass/caching_strategy.py | 15 ++---
 backend/src/overpass/overpass.py         | 86 ++++++++++++------------
 backend/src/utils/cluster_manager.py     | 12 ++--
 backend/src/utils/landmarks_manager.py   | 12 ++--
 backend/src/utils/toilets_manager.py     |  2 +-
 9 files changed, 89 insertions(+), 80 deletions(-)

diff --git a/backend/.pylintrc b/backend/.pylintrc
index eabcaa6..a054d18 100644
--- a/backend/.pylintrc
+++ b/backend/.pylintrc
@@ -445,7 +445,9 @@ disable=raw-checker-failed,
         logging-fstring-interpolation,
         duplicate-code,
         relative-beyond-top-level, 
-        invalid-name
+        invalid-name,
+        too-many-arguments,
+        too-many-positional-arguments
 
 # Enable the message, report, category or checker with the given id(s). You can
 # either give multiple identifier separated by comma (,) or put this option
diff --git a/backend/report.html b/backend/report.html
index 2971513..c39425b 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 08:25:09 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 11:49:54 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">25 tests took 00:00:31.</p>
+        <p class="run-count">8 tests took 00:05:36.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
-            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
+            <span class="failed">7 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">25 Passed,</span>
+            <span class="passed">1 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start0-preferences0-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;62 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start1-preferences1-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start2-preferences2-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start3-preferences3-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], 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-------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start6-preferences6-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_invalid_input.py::test_input[start7-preferences7-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;136 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.005 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 0 times, objective value : 455\nINFO     src.main:main.py:131 Total computation time\t: 0.127 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.132 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - H\u00f4tel de l&#39;Europe (217 | 5) - 4 - Palais archi\u00e9piscopal (217 | 5) - 1 - Cath\u00e9drale Saint-Jean (347 | 10) - 5 - Neighborhood (360 | 15) - 2 - Temple du Change (406 | 5) - 8 - Basilique de Fourvi\u00e8re (324 | 5) - 10 - \u00c9glise Saint-Georges (461 | 5) - 3 - Grande Synagogue de Lyon (217 | 5) - 10 - \u00c9glise Saint-Just (460 | 5) - 17 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;125 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 625 landmarks in  \t: 2.566 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 3932\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 3009\nINFO     src.main:main.py:131 Total computation time\t: 3.313 seconds\nINFO     src.main:main.py:136 Generated a trip of 125 minutes with 11 landmarks in 5.879 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 2 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - Excelsior Hotel Ernst (793 | 5) - 2 - St.Andreas (632 | 5) - 4 - K\u00f6lner Dom (1474 | 10) - 2 - R\u00f6misch-Germanisches Museum (901 | 60) - 5 - Gro\u00df St. Martin (582 | 5) - 9 - St. Maria im Kapitol (633 | 5) - 4 - Trinitatiskirche (604 | 5) - 11 - AntoniterCityKirche (546 | 5) - 2 - Au\u00dfenspielst\u00e4tte am Offenbachplatz (461 | 5) - 2 - Oper der Stadt K\u00f6ln (601 | 5) - 3 - Galeria (531 | 30) - 4 - St. Maria in der Kupfergasse (518 | 5) - 9 - St. Gereon (1059 | 5) - 22 - St. Kunibert (691 | 5) - 10 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;253 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:03&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 498 landmarks in  \t: 0.038 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 9217\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 8 times, objective value : 10481\nINFO     src.main:main.py:131 Total computation time\t: 2.905 seconds\nINFO     src.main:main.py:136 Generated a trip of 253 minutes with 17 landmarks in 2.942 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Monument du G\u00e9n\u00e9ral Kl\u00e9ber (176 | 5) - 1 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 2 - Foss\u00e9 du Faux-Rempart (197 | 5) - 4 - H\u00f4tel de Ville (295 | 5) - 5 - Cath\u00e9drale Notre-Dame (728 | 10) - 4 - Temple Neuf (176 | 5) - 1 - Grande \u00cele (259 | 5) - 8 - Pont Saint-Nicolas (217 | 5) - 4 - Porte de l&#39;H\u00f4pital (207 | 5) - 3 - \u00c9glise Saint-Nicolas (303 | 5) - 4 - \u00c9glise protestante Saint-Thomas (303 | 5) - 2 - Circuit \u00ab Petite France \u00bb (414 | 5) - 7 - Tour des Fran\u00e7ais (174 | 5) - 2 - Barrage Vauban (391 | 5) - 4 - Tour du Bourreau (157 | 5) - 6 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;183 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 289 landmarks in  \t: 0.019 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 12 times, objective value : 4073\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 4 times, objective value : 4972\nINFO     src.main:main.py:131 Total computation time\t: 6.308 seconds\nINFO     src.main:main.py:136 Generated a trip of 183 minutes with 19 landmarks in 6.327 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 11 - Predigerkirche (351 | 5) - 2 - Anlage Z\u00fcrich (174 | 5) - 9 - Liebfrauenkirche (281 | 5) - 10 - Friedenskirche (207 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Wasserkirche (238 | 5) - 7 - Rebekkabrunnen (174 | 5) - 5 - Stadthaus (191 | 5) - 1 - Fraum\u00fcnster (531 | 5) - 3 - St. Peter (489 | 5) - 2 - Augustinerkirche (238 | 5) - 6 - Synagoge ICZ L\u00f6wenstrasse (207 | 5) - 6 - Globus (369 | 30) - 5 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;167 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 218 landmarks in  \t: 0.016 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 9 times, objective value : 4000\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 7 times, objective value : 3933\nINFO     src.main:main.py:131 Total computation time\t: 6.258 seconds\nINFO     src.main:main.py:136 Generated a trip of 167 minutes with 15 landmarks in 6.274 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 15 - Pyramide du Louvre (557 | 5) - 1 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 10 - Basilique Notre-Dame-des-Victoires (575 | 5) - 15 - La Samaritaine (416 | 5) - 7 - Fontaine du Palmier (333 | 5) - 11 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 13 - \u00c9glise Notre-Dame-de-Bonne-Nouvelle (414 | 5) - 18 - Centre Georges Pompidou (1118 | 5) - 7 - Tour Saint-Jacques (793 | 5) - 10 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 9 - Palais de Justice de Paris (531 | 5) - 3 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;190 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:06&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 707 landmarks in  \t: 0.059 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 7 times, objective value : 9852\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 10 times, objective value : 8483\nINFO     src.main:main.py:131 Total computation time\t: 5.803 seconds\nINFO     src.main:main.py:136 Generated a trip of 190 minutes with 14 landmarks in 5.861 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - New Museum (406 | 60) - 8 - Capitale (810 | 5) - 9 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Merchant&#39;s House Museum (378 | 60) - 9 - Grace Church (518 | 5) - 7 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 11 - Church of St. John the Baptist (406 | 5) - 3 - Madison Square Garden (691 | 5) - 9 - Herald Square (454 | 5) - 5 - Empire State Building (901 | 5) - 27 - United Nations Headquarters (993 | 5) - 14 - St. Vartan Cathedral (461 | 5) - 20 - Madison Square Park (646 | 5) - 7 - Calvary Church (461 | 5) - 11 - Stuyvesant Square (381 | 5) - 6 - Immaculate Conception Church (546 | 5) - 35 - Marsha P. Johnson State Park (765 | 5) - 33 - St. Nicholas of Myra Orthodox Church (546 | 5) - 11 - St. George&#39;s Church (391 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;487 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:02&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 544 landmarks in  \t: 0.03 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 6 times, objective value : 7650\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 5 times, objective value : 12187\nINFO     src.main:main.py:131 Total computation time\t: 2.362 seconds\nINFO     src.main:main.py:136 Generated a trip of 487 minutes with 23 landmarks in 2.392 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 5 - Grand H\u00f4tel-Dieu (546 | 30) - 8 - Shopping Area (538 | 40) - 4 - Grand Bazar (93 | 30) - 20 - Halles de Lyon Paul Bocuse (272 | 30) - 6 - Muji (259 | 30) - 2 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;267 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;354 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.008 seconds\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 2 times, objective value : 2451\nINFO     src.optimization.optimizer:optimizer.py:626 Re-optimized 3 times, objective value : 2254\nINFO     src.main:main.py:131 Total computation time\t: 0.341 seconds\nINFO     src.main:main.py:136 Generated a trip of 267 minutes with 8 landmarks in 0.349 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location0-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=%7B%7D&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location1-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_invalid_input[location2-None-422]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;3 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=443&amp;amp;location=433&amp;amp;radius= &amp;quot;HTTP/1.1 422 Unprocessable Entity&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;210 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=48.227&amp;amp;location=7.437 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;123 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=10.2012&amp;amp;location=10.123 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_no_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_no_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;119 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=63.989&amp;amp;location=-19.677 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location0-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location0-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;281 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=45.7576485&amp;amp;location=4.8330241&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location1-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location1-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;116 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-6.913795&amp;amp;location=107.60278&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_toilets.py::test_toilets[location2-200]&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_toilets.py::test_toilets[location2-200]&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td&gt;N/A&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;119 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/toilets/new?location=-22.97014&amp;amp;location=-43.18181&amp;amp;radius=600 &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;250 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 24 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 24 nature landmarks\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.008 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.108 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.034 seconds\nINFO     src.main:main.py:131 Total computation time\t: 0.142 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.15 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Grande Synagogue de Lyon (217 | 5) - 3 - \u00c9glise Saint-Georges (461 | 5) - 7 - Cath\u00e9drale Saint-Jean (347 | 10) - 7 - Basilique de Fourvi\u00e8re (324 | 5) - 10 - \u00c9glise Saint-Paul (238 | 5) - 4 - Temple du Change (406 | 5) - 8 - \u00c9glise Saint-Nizier (351 | 5) - 9 - Neighborhood (360 | 15) - 9 - H\u00f4tel de l&#39;Europe (217 | 5) - 5 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;129 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:58&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_bellecour&amp;gt;&amp;gt;\n\n    def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in Lyon centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 120\n    \n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 57.99 seconds\nE       assert 57.98668646812439 &amp;lt; 30\n\nsrc/tests/test_main.py:97: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[historic](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[building=cathedral](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 163 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 163 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 3 different sightseeing clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187););out ids center;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[leisure=park](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[geological](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 96 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 96 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 10 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 5 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581););out ids center;\nINFO     src.main:main.py:103 Fetched 240 landmarks in  \t: 12.209 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 7 times, objective value : 3717\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 9 times, objective value : 2921\nDEBUG    src.main:main.py:129 First stage optimization\t: 5.076 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 2.161 seconds\nINFO     src.main:main.py:131 Total computation time\t: 7.237 seconds\nINFO     src.main:main.py:136 Generated a trip of 129 minutes with 11 landmarks in 19.446 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f91b26a616b618bb25093f5b303ece8f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 50d0dc9e70fd9e3c0a286fc359355946\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for dc7b2ed764a2e568a95aa425b254b3a3\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3125bb53b235f404e6a91c156cfdebd9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 2a51e0111ddf1f97b5a09b1595122878\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - St. Kunibert (691 | 5) - 17 - K\u00f6ln Triangle (765 | 10) - 16 - R\u00f6misch-Germanisches Museum (901 | 60) - 2 - K\u00f6lner Dom (1474 | 10) - 13 - St. Maria im Kapitol (633 | 5) - 4 - Trinitatiskirche (604 | 5) - 2 - St. Maria Lyskirchen (662 | 5) - 7 - St. Georg (460 | 5) - 6 - Wasserturm Hotel Cologne (696 | 5) - 5 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 10 - Galeria (531 | 30) - 4 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 9 - St.Andreas (632 | 5) - 2 - Excelsior Hotel Ernst (793 | 5) - 2 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;336 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:01:21&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_cologne&amp;gt;&amp;gt;\n\n    def test_cologne(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b03 : Custom test in Cologne to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [50.942352665, 6.957777972392]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 80.70 seconds\nE       assert 80.70358157157898 &amp;lt; 30\n\nsrc/tests/test_main.py:137: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[historic](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[building=cathedral](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 274 landmarks of type sightseeing in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 274 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[leisure=park](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[geological](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 58 landmarks of type nature in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 58 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 4 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909););out ids center;\nINFO     src.main:main.py:103 Fetched 267 landmarks in  \t: 12.403 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 9168\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 1 times, objective value : 14557\nDEBUG    src.main:main.py:129 First stage optimization\t: 1.069 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.296 seconds\nINFO     src.main:main.py:131 Total computation time\t: 1.365 seconds\nINFO     src.main:main.py:136 Generated a trip of 336 minutes with 23 landmarks in 13.768 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b69424cd2db112915e4463700fba36c1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c18b4bd08e7914d762f03bdbae8dfb4b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 86e8746446c894246a9abefaae26ab44\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a43a80a0fed6ffcb70267231f663b7de\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b3bf98c041d15d9606149ccf12c456ef\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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src.overpass.overpass:overpass.py:111 Cache set for 145242596aa8326e004b49b10a12acc9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 4d490f2597ecb32c68560754e537fe06\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 60f22b32af92d0fedc0ec169c7a763d8\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 34a10341d21159183237f8bb588a5397\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 17a575046fd8a86fba1c029c46a7bf43\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for dbdce1389b77cece14917468c05090e4\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_strasbourg&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_strasbourg&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Monument du G\u00e9n\u00e9ral Kl\u00e9ber (176 | 5) - 1 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 6 - \u00c9glise catholique Saint-Pierre-le-Jeune (197 | 5) - 5 - Palais du Rhin (529 | 5) - 6 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 4 - H\u00f4tel de Ville (295 | 5) - 5 - Cath\u00e9drale Notre-Dame (728 | 10) - 5 - Grande \u00cele (259 | 5) - 7 - \u00c9glise protestante Saint-Thomas (303 | 5) - 2 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;166 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:55&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_strasbourg&amp;gt;&amp;gt;\n\n    def test_strasbourg(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b04 : Custom test in Strasbourg to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 180\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.5846589226, 7.74078715721]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 55.30 seconds\nE       assert 55.295562744140625 &amp;lt; 30\n\nsrc/tests/test_main.py:178: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[historic](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 76 landmarks of type sightseeing in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 76 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[leisure=park](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[geological](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 119 landmarks of type nature in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 119 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 3 landmarks of type shopping in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 3 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 2 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238););out ids center;\nINFO     src.main:main.py:103 Fetched 137 landmarks in  \t: 8.59 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 5 times, objective value : 4514\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 7 times, objective value : 4681\nDEBUG    src.main:main.py:129 First stage optimization\t: 2.477 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 1.398 seconds\nINFO     src.main:main.py:131 Total computation time\t: 3.875 seconds\nINFO     src.main:main.py:136 Generated a trip of 166 minutes with 15 landmarks in 12.465 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 031c8d994624070cc498421dece0eefe\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 5a51635525095aef8f8c341d06e8b667\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 40b0b122f717edc9044381811a8b0917\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6aca70df6359e6b7643227f6c36c4512\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 763503ca7e4606fea3d567883ff470a5\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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src.overpass.overpass:overpass.py:111 Cache set for 1f775c61260fb3533e4ba4876ba1ca89\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a5d4a1043144ffa0f2d7313c0caf2924\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 206e739327c5e9aa485abc4f48c1ed11\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e489799dae749a137436c9deb2a4facd\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a68a12ae3072c82b94b13f43086c6bad\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 66dc74edbbde76b433f6f400fe1dd543\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - Liebfrauenkirche (281 | 5) - 6 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 15 - Friedenskirche (207 | 5) - 2 - Predigerkirche (351 | 5) - 12 - Methodisten-Kirche (174 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Helmhaus (406 | 60) - 3 - Fraum\u00fcnster (531 | 5) - 3 - St. Peter (489 | 5) - 8 - Jelmoli (303 | 30) - 8 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;205 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:42&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_zurich&amp;gt;&amp;gt;\n\n    def test_zurich(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b05 : Custom test in Zurich to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 180\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [47.377884227, 8.5395114066]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 41.97 seconds\nE       assert 41.97261595726013 &amp;lt; 30\n\nsrc/tests/test_main.py:219: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[historic](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[building=cathedral](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 83 landmarks of type sightseeing in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 83 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[leisure=park](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[geological](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 71 landmarks of type nature in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 71 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 3 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925););out ids center;\nINFO     src.main:main.py:103 Fetched 152 landmarks in  \t: 10.116 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 19 times, objective value : 3573\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 8 times, objective value : 3594\nDEBUG    src.main:main.py:129 First stage optimization\t: 9.236 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 1.704 seconds\nINFO     src.main:main.py:131 Total computation time\t: 10.94 seconds\nINFO     src.main:main.py:136 Generated a trip of 205 minutes with 12 landmarks in 21.057 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for d9eac3b40ac73f3234cf0d3557162e52\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c278aa1e91090024b53eace74ec9b63f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 156ef5b27c837bf7f6cfe093e36fac08\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6656c1f78a27c8ba3a5bcdd807403586\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3d752b332b24dc342c80aa3e48422efa\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0a12a1b2993befa076a785d2c8f88842\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e8bfcb95fca4b50dda2eb905ba2ddc12\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9d019c5e31ebd23ffdf9568cac17622b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 751be1477e9f1bb4f00322d77dcff733\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9f31f26927b844fb2434831a3e640b4a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8f2af37ccc8a1124ffbde22e4422f88\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a4f030757fa65342b7bf0bdcf52677d0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 90b9dd1b8d995b3b7146e9db33ef464e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 4b787091c991f8528a159d588846b67f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 11869858e9d23d49385fb8c5521e5156\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 91e80234651db384bca9fd2924ce4e1f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 478da09e61ebb99e76f508d36257eecb\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 357cb96df09bdee5e3b7eb653b6d5d16\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 77febdf40603fe02247c28eff4b796e1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6dc5df5f8cbcbc7a4c13bb003d2b62ae\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 20c6f76dfbe9c447ed9e91bcea4f91c9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 94aa3007d1ff722cb6386ef03901fa5b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 58aca4025a568d3b613c9fa1f63be661\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c0f37462e6d5c1156cf20b7d8f82c8ab\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8cfa6b5b82fb09dd2ea416eaad869cc\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 741aa6bd0ab3484ec6f71806a72c7a6a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 96a9b9bbc500ac8cf1678285d42a1d80\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c9893a4db2a150097901b7b1b05edfc6\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for bc150eaa646543a6df5653fefdc15ba9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 8cd94ac7827137f941bde775eddd6749\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 50dbe7a23cc7d99ffa5f79a81e30fff4\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3df0d210a42b209ec68dca1030adaf56\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 017a59c093fe60edac958b8ffa4f02c0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 674c21f13e873d94d92dc6d18a232ec0\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 9 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 8 - Pyramide du Louvre (557 | 5) - 3 - Tunnel des Tuileries (506 | 5) - 18 - \u00c9glise Notre-Dame-de-l&#39;Assomption (575 | 5) - 10 - \u00c9glise Saint-Roch (633 | 5) - 8 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 10 - Basilique Notre-Dame-des-Victoires (575 | 5) - 15 - La Samaritaine (416 | 5) - 8 - Palais de Justice de Paris (531 | 5) - 7 - Tour Saint-Jacques (793 | 5) - 10 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 6 - Centre Georges Pompidou (1118 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 14 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 6 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 7 - Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne - Centre Sorbonne (406 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;259 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:52&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_paris&amp;gt;&amp;gt;\n\n    def test_paris(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b06 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 200\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.85468881798671, 2.3423925755998374]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 51.51 seconds\nE       assert 51.511590003967285 &amp;lt; 30\n\nsrc/tests/test_main.py:260: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[historic](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 419 landmarks of type sightseeing in (48.83672251230432, 2.3150869554078004, 48.872655123669105, 2.3696981957918744)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 419 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type shopping in (48.83672251230432, 2.3150869554078004, 48.872655123669105, 2.3696981957918744)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 10 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 17 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143););out ids center;\nINFO     src.main:main.py:103 Fetched 366 landmarks in  \t: 13.396 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 14 times, objective value : 8772\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 12108\nDEBUG    src.main:main.py:129 First stage optimization\t: 6.926 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.557 seconds\nINFO     src.main:main.py:131 Total computation time\t: 7.484 seconds\nINFO     src.main:main.py:136 Generated a trip of 259 minutes with 20 landmarks in 20.88 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 78351b124204bc03e1ef90607268f93f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for ad4dc4da03822ac79868bcfba3d45c79\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f4d32ee9aef9ab0e8fc99189f62eb335\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e948371ee73e26513b31196a39024ad9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 64718cf4b830c17ce59614fb2516d113\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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src.overpass.overpass:overpass.py:111 Cache set for 64b1af12be350f7fba57d89055462253\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 10ea1df16aafbd4f2c077e0d936b5773\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0192977825ad85074fdb26005a6950d0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 57f529fd05034522c841da34c8cc433e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 642067051f13007c46bd092a5ade5caf\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 2b34766c9639bc208e3269b8380e56e3\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b8ae0a66097bf25e5d9e07dcedef9fa3\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Capitale (810 | 5) - 9 - Museum at Eldridge Street (604 | 60) - 4 - First Chinese Presbyterian Church (461 | 5) - 9 - Columbus Park (646 | 5) - 4 - Collect Pond Park (485 | 5) - 15 - Washington Market Park (530 | 5) - 12 - Saint Paul&#39;s Chapel (575 | 5) - 5 - John Street Methodist Church (575 | 5) - 6 - Trinity Church (721 | 5) - 7 - 9/11 Memorial &amp; Museum (750 | 60) - 3 - One World Trade Center (840 | 5) - 15 - USCGC LILAC (575 | 5) - 13 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 7 - Judson Memorial Church (518 | 5) - 16 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 4 - Madison Square Park (646 | 5) - 23 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 11 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;430 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:47&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_new_york&amp;gt;&amp;gt;\n\n    def test_new_york(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b07 : Custom test in New York to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 600\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [40.72592726802, -73.9920434795]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 46.87 seconds\nE       assert 46.874966621398926 &amp;lt; 30\n\nsrc/tests/test_main.py:301: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[historic](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[building=cathedral](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 141 landmarks of type sightseeing in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 141 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[leisure=park](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[geological](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 137 landmarks of type nature in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 137 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 5 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428););out ids center;\nINFO     src.main:main.py:103 Fetched 275 landmarks in  \t: 21.474 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 6 times, objective value : 6905\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 12976\nDEBUG    src.main:main.py:129 First stage optimization\t: 2.554 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.223 seconds\nINFO     src.main:main.py:131 Total computation time\t: 2.777 seconds\nINFO     src.main:main.py:136 Generated a trip of 430 minutes with 23 landmarks in 24.252 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 882ad72402565b576d19bc057f9d46b2\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for ff37f7969f648625e01552cd5c81d4f7\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for adec8890fc0b3d02f127cc638fc5dc6c\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 74fa052096bf76415b6ff0c443e2e938\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6c21aa000c2dd793704d9cb0358c36d2\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 45ca0d93a6dfa98bb19a6ae6d78e09eb\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 921856cf3173dd548ada23ee0350c039\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 41fa98e5f9c369052a7641ead89303ea\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b837b7df36baadfb8aba8ed2cbd6cdca\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e2343d88d60491b8304aa1318fc2bc9b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f5bdaae1a0f61631b3f83195dc8000a6\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 35fef6aafb74cc93b6c584f6bf479d3e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 77aeb178300fded3a5b33bd9ebd1799b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 32865579e8b3bfdcf96313683269ea98\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 612e9c5bf4eb5177129175deef30d30b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 76a83602c160b84a47e2ae2328b2d032\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3a4b7d33ee6587884434eabb306f9b9d\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3f69e1a51967492f3e01b6e0d0bef651\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 4b3239a153d92db8cd3670b4d50414b0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f4c8214c5e866fa27f50a4c78245f1bd\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 00badfae856c259e82603ddbb1ac3d04\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 962010bb46a14f196e6adca14690176e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3152790167a6742c6f673357f1cb4876\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for abd00efe407206f34abfc444a909411a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 00125c6c5ffd661c18497cdf1b59711a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c1e0dfa5ebb4cad79f4aa8d9300d3a05\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 331f38157bdf19f819a55bd7364d9eb5\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 23770db581442931e3b0b6df033571fa\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 04a48b78a31fd90c5816c4de9a4281a1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9113effe1e07c618b01ea25446b6d55f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8dfb8af3dc2fd058936f1f6eeb1a8e1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 90b92ca2ebb8b0ef9b35f2bb2d077fbe\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f705d8118456a370651753b39e215e27\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b38a0b594f5ee3b6a8c48e77ce48e69e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 32 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;94 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:01&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_shopping&amp;gt;&amp;gt;\n\n    def test_shopping(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b08 : Custom test in Lyon centre to ensure shopping clusters are found.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too short: 94 instead of 240\nE       assert (240 * 0.8) &amp;lt; 94\n\nsrc/tests/test_main.py:343: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 13 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 7 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.012 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 4 times, objective value : 1983\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 8 times, objective value : 546\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.914 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.2 seconds\nINFO     src.main:main.py:131 Total computation time\t: 1.113 seconds\nINFO     src.main:main.py:136 Generated a trip of 94 minutes with 3 landmarks in 1.126 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index 59bbe8f..a45e56f 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -93,7 +93,7 @@ def new_trip(preferences: Preferences,
     )
 
     if len(landmarks) == 0 :
-        raise HTTPException(status_code=500, detail=f"No landmarks were found.")
+        raise HTTPException(status_code=500, detail="No landmarks were found.")
 
     # insert start and finish to the landmarks list
     landmarks_short.insert(0, start_landmark)
@@ -134,7 +134,8 @@ def new_trip(preferences: Preferences,
     # upon creation of the trip, persistence of both the trip and its landmarks is ensured.
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
-        
+
+
     return trip
 
 
@@ -152,7 +153,7 @@ def get_trip(trip_uuid: str) -> Trip:
     """
     try:
         trip = cache_client.get(f"trip_{trip_uuid}")
-        background_tasks = BackgroundTasks(fill_cache())
+        BackgroundTasks(fill_cache())
         return trip
     except KeyError as exc:
         raise HTTPException(status_code=404, detail="Trip not found") from exc
diff --git a/backend/src/optimization/optimizer.py b/backend/src/optimization/optimizer.py
index 5b966ff..d368b07 100644
--- a/backend/src/optimization/optimizer.py
+++ b/backend/src/optimization/optimizer.py
@@ -493,10 +493,21 @@ class Optimizer:
 
 
     def warm_start(self, x: list[pl.LpVariable], L: int) :
+        """
+        This function sets the initial values of the decision variables to a feasible solution.
+        This can help the solver start with a feasible or heuristic solution,
+        potentially speeding up convergence.
 
+        Args:
+        x (list[pl.LpVariable]): A list of PuLP decision variables (binary variables).
+        L (int): The size parameter, representing a dimension (likely related to a grid or matrix).
+
+        Returns:
+        list[pl.LpVariable]: The modified list of PuLP decision variables with initial values set.
+        """
         for i in range(L*L) :
             x[i].setInitialValue(0)
-            
+
         x[1].setInitialValue(1)
         x[2*L-1].setInitialValue(1)
 
@@ -579,7 +590,7 @@ class Optimizer:
         try :
             prob.solve(pl.PULP_CBC_CMD(msg=False, timeLimit=self.time_limit+1, gapRel=self.gap_rel))
         except Exception as exc :
-            raise Exception(f"No solution found: {exc}") from exc 
+            raise Exception(f"No solution found: {exc}") from exc
         status = pl.LpStatus[prob.status]
         solution = [pl.value(var) for var in x]  # The values of the decision variables (will be 0 or 1)
 
@@ -607,8 +618,8 @@ class Optimizer:
             try :
                 prob.solve(pl.PULP_CBC_CMD(msg=False, timeLimit=self.time_limit, gapRel=self.gap_rel))
             except Exception as exc :
-                raise Exception(f"No solution found: {exc}") from exc 
-        
+                raise Exception(f"No solution found: {exc}") from exc
+
             solution = [pl.value(var) for var in x]
 
             if pl.LpStatus[prob.status] != 'Optimal' :
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index 7823d5d..d7bc5aa 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -59,7 +59,7 @@ class JSONCache(CachingStrategyBase):
                 with open(filename, 'r', encoding='utf-8') as file:
                     data = json.load(file)
                 return data  # Return the parsed JSON data
-            except json.JSONDecodeError as err:
+            except json.JSONDecodeError:
                 return None  # Return None if parsing fails
         return None
 
@@ -73,8 +73,8 @@ class JSONCache(CachingStrategyBase):
         except IOError as e:
             raise IOError(f"Error writing to cache file: {filename} - {e}") from e
 
-    def set_hollow(self, key, cell: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center'):
+    def set_hollow(self, key, cell: tuple, osm_types: list,
+                    selector: str, conditions: list=None, out='center'):
         """Create an empty placeholder cache entry for a future fill."""
         hollow_key = f'hollow_{key}'
         filename = self._filename(hollow_key)
@@ -85,7 +85,7 @@ class JSONCache(CachingStrategyBase):
             "cell": list(cell),
             "osm_types": list(osm_types),
             "selector": selector,
-            "conditions": conditions if conditions else "none",
+            "conditions": conditions,
             "out": out
         }
         # Write the hollow data to the cache file
@@ -130,11 +130,6 @@ class CachingStrategy:
 
     @classmethod
     def set_hollow(cls, key, cell: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center'):
+                    selector: str, conditions: list=None, out='center'):
         """Create a hollow cache entry."""
         cls.__strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
-
-    @classmethod
-    def fill_hollow(cls, key, value):
-        """Fill in the hollow cache entry with actual data."""
-        cls.__strategy.fill_hollow(key, value)
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 0d012d8..edcb41b 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -30,7 +30,7 @@ class Overpass :
 
 
     def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center'):
+                    selector: str, conditions: list=None, out='center'):
         """
         Sends the Overpass QL query to the Overpass API and returns the parsed json response.
 
@@ -52,24 +52,22 @@ class Overpass :
 
         # If there is no missing data, return the cached responses
         if not hollow_cache_keys :
-            self.logger.debug(f'Cache hit.')
+            self.logger.info('Cache hit.')
             return self._combine_cached_data(cached_responses)
-        
+
         # TODO If there is SOME missing data : hybrid stuff with partial cache
-        
+
         # Missing data: Make a query to Overpass API
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
         return self.fetch_data_from_api(query_str)
 
 
-    def fetch_data_from_api(self, query_str: str, cache_key: str = None) -> dict:
+    def fetch_data_from_api(self, query_str: str) -> list:
         """
-        Fetch data from the Overpass API and update the cache.
+        Fetch data from the Overpass API and return the json data.
 
         Args:
             query_str (str): The Overpass query string.
-            cached_responses (list): Cached responses to combine with fetched data.
-            hollow_cache_keys (list): Cache keys for missing data to be updated.
 
         Returns:
             dict: Combined cached and fetched data.
@@ -83,32 +81,45 @@ class Overpass :
                 data = json.loads(response_data)  # Load the JSON from the string
                 elements = data.get('elements', [])
 
-                if cache_key is not None :
-                    self.caching_strategy.set(cache_key, elements)
-                    self.logger.debug(f'Cache set.')
-                else : 
-                    self.logger.debug(f'Cache miss. Fetching data through Overpass\nQuery = {query_str}')
-                    return elements
+                self.logger.info(f'Cache miss. Fetching data through Overpass.')
+                self.logger.debug(f'Query = {query_str}')
+                return elements
 
         except urllib.error.URLError as e:
             self.logger.error(f"Error connecting to Overpass API: {e}")
-            raise ConnectionError(f"Error connecting to Overpass API: {e}")
+            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
         except Exception as exc :
             raise Exception(f'An unexpected error occured: {str(exc)}') from exc
 
 
-
-    def fill_cache(self, json_data: list) :
+    def fill_cache(self, json_data: dict) :
         """
         Fill cache with data by using a hollow cache entry's information.
         """
         query_str, cache_key = Overpass._build_query_from_hollow(json_data)
-        self.fetch_data_from_api(query_str, cache_key)
+        try:
+            data = urllib.parse.urlencode({'data': query_str}).encode('utf-8')
+            request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
+
+            with urllib.request.urlopen(request) as response:
+                # Convert the HTTPResponse to a string and load data
+                response_data = response.read().decode('utf-8')  
+                data = json.loads(response_data)
+
+                # Get elements and set cache
+                elements = data.get('elements', [])
+                self.caching_strategy.set(cache_key, elements)
+                self.logger.debug(f'Cache set for {cache_key}')
+
+        except urllib.error.URLError as e:
+            raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
+        except Exception as exc :
+            raise Exception(f'An unexpected error occured: {str(exc)}') from exc
 
 
     @staticmethod
     def build_query(bbox: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center') -> str:
+                    selector: str, conditions: list=None, out='center') -> str:
         """
         Constructs a query string for the Overpass API to retrieve OpenStreetMap (OSM) data.
 
@@ -132,17 +143,12 @@ class Overpass :
             - If no conditions are provided, the query will just use the `selector` to filter the OSM 
             elements without additional constraints.
         """
-        if not isinstance(conditions, list) :
-            conditions = [conditions]
-        if not isinstance(osm_types, list) :
-            osm_types = [osm_types]
-
         query = '[out:json];('
 
         # convert the bbox to string.
         bbox_str = f"({','.join(map(str, bbox))})"
 
-        if conditions :
+        if conditions is not None and len(conditions) > 0:
             conditions = '(if: ' + ' && '.join(conditions) + ')'
         else :
             conditions = ''
@@ -175,7 +181,7 @@ class Overpass :
         for cell in overlapping_cells :
             for elem in osm_types :
                 key_str = f"{elem}[{selector}]{conditions}({','.join(map(str, cell))})"
-            
+
             cell_key_dict[cell] = get_cache_key(key_str)
 
         cached_responses = []
@@ -194,24 +200,21 @@ class Overpass :
 
 
     @staticmethod
-    def _build_query_from_hollow(json_data: list):
+    def _build_query_from_hollow(json_data: dict):
         """
         Build query string using information from a hollow cache entry.
         """
-        # Parse the JSON string into a dictionary
-        data = json.loads(json_data)
-        
         # Extract values from the JSON object
-        key = data.get('key')
-        cell = tuple(data.get('cell'))
+        key = json_data.get('key')
+        cell = tuple(json_data.get('cell'))
         bbox = Overpass._get_bbox_from_grid_cell(cell[0], cell[1])
-        osm_types = data.get('osm_types')
-        selector = data.get('selector')
-        conditions = data.get('conditions') if data.get('conditions') != "none" else []
-        out = data.get('out')
+        osm_types = json_data.get('osm_types')
+        selector = json_data.get('selector')
+        conditions = json_data.get('conditions')
+        out = json_data.get('out')
+
 
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
-        
         return query_str, key
 
 
@@ -230,7 +233,7 @@ class Overpass :
         for lat_idx in range(min_lat_cell, max_lat_cell + 1):
             for lon_idx in range(min_lon_cell, max_lon_cell + 1):
                 overlapping_cells.add((lat_idx, lon_idx))
-        
+
         return overlapping_cells
 
 
@@ -274,7 +277,7 @@ class Overpass :
             for element in cached_data:
                 combined_data.append(element)
         return combined_data
-    
+
 
 def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
     """
@@ -327,14 +330,13 @@ def fill_cache():
     with os.scandir(OSM_CACHE_DIR) as it:
         for entry in it:
             if entry.is_file() and entry.name.startswith('hollow_'):
-                
+
                 # Read the whole file content as a string
                 with open(entry.path, 'r') as f:
-                    json_data = f.read()  
+                    json_data = json.load(f)
 
                 # Fill the cache with the query and key
                 overpass.fill_cache(json_data)
 
                 # Now delete the file as the cache is filled
                 os.remove(entry.path)
-                
diff --git a/backend/src/utils/cluster_manager.py b/backend/src/utils/cluster_manager.py
index f90e7c4..d7e7673 100644
--- a/backend/src/utils/cluster_manager.py
+++ b/backend/src/utils/cluster_manager.py
@@ -103,10 +103,10 @@ class ClusterManager:
             out = out
         )
         except Exception as e:
-            self.logger.error(f"Error fetching landmarks: {e}")
+            self.logger.error(f"Error fetching clusters: {e}")
 
         if result is None :
-            self.logger.error(f"Error fetching {cluster_type} clusters, overpass query returned None.")
+            self.logger.debug(f"Found no {cluster_type} clusters, overpass query returned no datapoints.")
             self.valid = False
 
         else :
@@ -134,7 +134,7 @@ class ClusterManager:
 
                 # Check that there are is least 1 cluster
                 if len(set(labels)) > 1 :
-                    self.logger.debug(f"Found {len(set(labels))} different clusters.")
+                    self.logger.info(f"Found {len(set(labels))} different {cluster_type} clusters.")
                     # Separate clustered points and noise points
                     self.cluster_points = self.all_points[labels != -1]
                     self.cluster_labels = labels[labels != -1]
@@ -142,7 +142,7 @@ class ClusterManager:
                     self.valid = True
 
                 else :
-                    self.logger.debug(f"Detected 0 {cluster_type} clusters.")
+                    self.logger.info(f"Found 0 {cluster_type} clusters.")
                     self.valid = False
 
             else :
@@ -241,11 +241,11 @@ class ClusterManager:
                                                   out = 'ids center'
                                                   )
             except Exception as e:
-                self.logger.error(f"Error fetching landmarks: {e}")
+                self.logger.error(f"Error fetching clusters: {e}")
                 continue
 
             if result is None :
-                self.logger.error(f"Error fetching landmarks: {e}")
+                self.logger.error(f"Error fetching clusters: {e}")
                 continue
 
             for elem in result:
diff --git a/backend/src/utils/landmarks_manager.py b/backend/src/utils/landmarks_manager.py
index f63779b..5523e26 100644
--- a/backend/src/utils/landmarks_manager.py
+++ b/backend/src/utils/landmarks_manager.py
@@ -88,26 +88,26 @@ class LandmarkManager:
             self.logger.debug('Fetching sightseeing landmarks...')
             current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['sightseeing'], preferences.sightseeing.type, preferences.sightseeing.score)
             all_landmarks.update(current_landmarks)
-            self.logger.debug('Fetching sightseeing clusters...')
+            self.logger.info(f'Found {len(current_landmarks)} sightseeing landmarks')
 
             # special pipeline for historic neighborhoods
             neighborhood_manager = ClusterManager(bbox, 'sightseeing')
             historic_clusters = neighborhood_manager.generate_clusters()
             all_landmarks.update(historic_clusters)
-            self.logger.debug('Sightseeing clusters done')
 
         # list for nature
         if preferences.nature.score != 0:
             self.logger.debug('Fetching nature landmarks...')
             current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['nature'], preferences.nature.type, preferences.nature.score)
             all_landmarks.update(current_landmarks)
+            self.logger.info(f'Found {len(current_landmarks)} nature landmarks')
 
 
         # list for shopping
         if preferences.shopping.score != 0:
             self.logger.debug('Fetching shopping landmarks...')
             current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['shopping'], preferences.shopping.type, preferences.shopping.score)
-            self.logger.debug('Fetching shopping clusters...')
+            self.logger.info(f'Found {len(current_landmarks)} shopping landmarks')
 
             # set time for all shopping activites :
             for landmark in current_landmarks :
@@ -118,8 +118,6 @@ class LandmarkManager:
             shopping_manager = ClusterManager(bbox, 'shopping')
             shopping_clusters = shopping_manager.generate_clusters()
             all_landmarks.update(shopping_clusters)
-            self.logger.debug('Shopping clusters done')
-
 
 
         landmarks_constrained = take_most_important(all_landmarks, self.n_important)
@@ -174,7 +172,7 @@ class LandmarkManager:
         """
         return_list = []
 
-        if landmarktype == 'nature' : query_conditions = []
+        if landmarktype == 'nature' : query_conditions = None
         else : query_conditions = ['count_tags()>5']
 
         # caution, when applying a list of selectors, overpass will search for elements that match ALL selectors simultaneously
@@ -185,7 +183,7 @@ class LandmarkManager:
             osm_types = ['way', 'relation']
 
             if 'viewpoint' in sel :
-                query_conditions = []
+                query_conditions = None
                 osm_types.append('node')
 
             # Send the overpass query
diff --git a/backend/src/utils/toilets_manager.py b/backend/src/utils/toilets_manager.py
index 2ce8cce..57c0d83 100644
--- a/backend/src/utils/toilets_manager.py
+++ b/backend/src/utils/toilets_manager.py
@@ -56,7 +56,7 @@ class ToiletsManager:
         osm_types = ['node', 'way', 'relation']
         toilets_list = []
 
-        query = self.overpass.build_query(
+        query = Overpass.build_query(
             bbox = bbox,
             osm_types = osm_types,
             selector = '"amenity"="toilets"',

From f2943eb3ad23aeeee9834d8d9c5418d1b43cf194 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 12:17:25 +0100
Subject: [PATCH 10/22] moved cache back up

---
 backend/src/main.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/src/main.py b/backend/src/main.py
index a45e56f..7519d6d 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -135,6 +135,7 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
 
+    BackgroundTasks(fill_cache())
 
     return trip
 
@@ -153,7 +154,6 @@ def get_trip(trip_uuid: str) -> Trip:
     """
     try:
         trip = cache_client.get(f"trip_{trip_uuid}")
-        BackgroundTasks(fill_cache())
         return trip
     except KeyError as exc:
         raise HTTPException(status_code=404, detail="Trip not found") from exc

From b527318eec16544bd2bcbbd6edbe1f455cf5401e Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 12:38:02 +0100
Subject: [PATCH 11/22] fixed background tasks ?

---
 backend/report.html | 16 ++++++++--------
 backend/src/main.py |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index c39425b..2b85da6 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 11:49:54 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 12:37:35 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,20 +382,20 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">8 tests took 00:05:36.</p>
+        <p class="run-count">0/0 test done.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
-          <div class="summary__reload__button hidden" onclick="location.reload()">
+          <div class="summary__reload__button " onclick="location.reload()">
             <div>There are still tests running. <br />Reload this page to get the latest results!</div>
           </div>
         </div>
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
-            <span class="failed">7 Failed,</span>
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
-            <span class="passed">1 Passed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
+            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" disabled/>
+            <span class="passed">0 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel de ville (238 | 5) - 1 - H\u00f4tel des Deux-Clefs (217 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;250 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 24 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 24 nature landmarks\nINFO     src.main:main.py:103 Fetched 25 landmarks in  \t: 0.008 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.108 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.034 seconds\nINFO     src.main:main.py:131 Total computation time\t: 0.142 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 0.15 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_bellecour&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_bellecour&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_bellecour&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Grande Synagogue de Lyon (217 | 5) - 3 - \u00c9glise Saint-Georges (461 | 5) - 7 - Cath\u00e9drale Saint-Jean (347 | 10) - 7 - Basilique de Fourvi\u00e8re (324 | 5) - 10 - \u00c9glise Saint-Paul (238 | 5) - 4 - Temple du Change (406 | 5) - 8 - \u00c9glise Saint-Nizier (351 | 5) - 9 - Neighborhood (360 | 15) - 9 - H\u00f4tel de l&#39;Europe (217 | 5) - 5 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;129 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;120 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:58&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_bellecour&amp;gt;&amp;gt;\n\n    def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b02 : Custom test in Lyon centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 120\n    \n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 57.99 seconds\nE       assert 57.98668646812439 &amp;lt; 30\n\nsrc/tests/test_main.py:97: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[historic](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[building=cathedral](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 163 landmarks of type sightseeing in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 163 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 3 different sightseeing clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75425587604769,4.8147251119603816,45.77222218173008,4.8404786435951745););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75064422278907,4.806348064350125,45.76861052847146,4.832099928927187););out ids center;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[leisure=park](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[geological](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 96 landmarks of type nature in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 96 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 10 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](45.73968219431761,4.807273148692414,45.775614805682395,4.858775051307586););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 5 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.75324738656399,4.820918152820221,45.771213692246384,4.846671218926986););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.74632733352244,4.8183334842467245,45.76429363920483,4.844083356662366););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.746510277391366,4.831610256467969,45.76447658307376,4.8573602132994695););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](45.758362049081875,4.830990597869345,45.77632835476427,4.856746025207581););out ids center;\nINFO     src.main:main.py:103 Fetched 240 landmarks in  \t: 12.209 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 7 times, objective value : 3717\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 9 times, objective value : 2921\nDEBUG    src.main:main.py:129 First stage optimization\t: 5.076 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 2.161 seconds\nINFO     src.main:main.py:131 Total computation time\t: 7.237 seconds\nINFO     src.main:main.py:136 Generated a trip of 129 minutes with 11 landmarks in 19.446 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f91b26a616b618bb25093f5b303ece8f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 50d0dc9e70fd9e3c0a286fc359355946\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for dc7b2ed764a2e568a95aa425b254b3a3\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3125bb53b235f404e6a91c156cfdebd9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 2a51e0111ddf1f97b5a09b1595122878\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_cologne&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_cologne&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_cologne&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 10 - St. Kunibert (691 | 5) - 17 - K\u00f6ln Triangle (765 | 10) - 16 - R\u00f6misch-Germanisches Museum (901 | 60) - 2 - K\u00f6lner Dom (1474 | 10) - 13 - St. Maria im Kapitol (633 | 5) - 4 - Trinitatiskirche (604 | 5) - 2 - St. Maria Lyskirchen (662 | 5) - 7 - St. Georg (460 | 5) - 6 - Wasserturm Hotel Cologne (696 | 5) - 5 - St. Peter (538 | 5) - 1 - St. C\u00e4cilien (546 | 5) - 5 - Schauspielhaus K\u00f6ln (477 | 5) - 5 - Kreissparkasse K\u00f6ln (696 | 5) - 2 - St. Aposteln (825 | 5) - 13 - St. Gereon (1059 | 5) - 10 - Galeria (531 | 30) - 4 - St. Maria in der Kupfergasse (518 | 5) - 4 - Oper der Stadt K\u00f6ln (601 | 5) - 9 - St.Andreas (632 | 5) - 2 - Excelsior Hotel Ernst (793 | 5) - 2 - St. Mari\u00e4 Himmelfahrt (455 | 5) - 2 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;336 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:01:21&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_cologne&amp;gt;&amp;gt;\n\n    def test_cologne(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b03 : Custom test in Cologne to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [50.942352665, 6.957777972392]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 80.70 seconds\nE       assert 80.70358157157898 &amp;lt; 30\n\nsrc/tests/test_main.py:137: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[historic](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[building=cathedral](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 274 landmarks of type sightseeing in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 274 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[leisure=park](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[geological](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 58 landmarks of type nature in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 58 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (50.92438635931761, 6.929264642708961, 50.960318970682394, 6.986291302075039)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](50.92438635931761,6.929264642708961,50.960318970682394,6.986291302075039););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 4 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.9287116590991,6.928579683414902,50.94667796478149,6.9570901568836065););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.92823714239689,6.939290170636843,50.94620344807928,6.967800353172677););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](50.93005858508985,6.941934305506917,50.948024890772245,6.970445604837909););out ids center;\nINFO     src.main:main.py:103 Fetched 267 landmarks in  \t: 12.403 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 9168\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 1 times, objective value : 14557\nDEBUG    src.main:main.py:129 First stage optimization\t: 1.069 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.296 seconds\nINFO     src.main:main.py:131 Total computation time\t: 1.365 seconds\nINFO     src.main:main.py:136 Generated a trip of 336 minutes with 23 landmarks in 13.768 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b69424cd2db112915e4463700fba36c1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c18b4bd08e7914d762f03bdbae8dfb4b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 86e8746446c894246a9abefaae26ab44\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a43a80a0fed6ffcb70267231f663b7de\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b3bf98c041d15d9606149ccf12c456ef\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_strasbourg&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Monument du G\u00e9n\u00e9ral Kl\u00e9ber (176 | 5) - 1 - Aubette (347 | 30) - 3 - \u00c9glise protestante Saint-Pierre-le-Jeune (347 | 5) - 6 - \u00c9glise catholique Saint-Pierre-le-Jeune (197 | 5) - 5 - Palais du Rhin (529 | 5) - 6 - De la Grande \u00eele \u00e0 la Neustadt (414 | 5) - 4 - H\u00f4tel de Ville (295 | 5) - 5 - Cath\u00e9drale Notre-Dame (728 | 10) - 5 - Grande \u00cele (259 | 5) - 7 - \u00c9glise protestante Saint-Thomas (303 | 5) - 2 - Circuit \u00ab Petite France \u00bb (414 | 5) - 9 - Barrage Vauban (391 | 5) - 10 - \u00c9glise Catholique Saint-Jean-Baptiste (281 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;166 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:55&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_strasbourg&amp;gt;&amp;gt;\n\n    def test_strasbourg(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b04 : Custom test in Strasbourg to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 180\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.5846589226, 7.74078715721]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 55.30 seconds\nE       assert 55.295562744140625 &amp;lt; 30\n\nsrc/tests/test_main.py:178: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[historic](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 76 landmarks of type sightseeing in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 76 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[leisure=park](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[geological](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 119 landmarks of type nature in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 119 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 3 landmarks of type shopping in (48.56669261691761, 7.713627729924946, 48.60262522828239, 7.7679465844950535)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 3 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](48.56669261691761,7.713627729924946,48.60262522828239,7.7679465844950535););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 2 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.57246749715879,7.734780535156979,48.59043380284118,7.761938238527238););out ids center;\nINFO     src.main:main.py:103 Fetched 137 landmarks in  \t: 8.59 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 5 times, objective value : 4514\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 7 times, objective value : 4681\nDEBUG    src.main:main.py:129 First stage optimization\t: 2.477 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 1.398 seconds\nINFO     src.main:main.py:131 Total computation time\t: 3.875 seconds\nINFO     src.main:main.py:136 Generated a trip of 166 minutes with 15 landmarks in 12.465 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 031c8d994624070cc498421dece0eefe\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 5a51635525095aef8f8c341d06e8b667\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 40b0b122f717edc9044381811a8b0917\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6aca70df6359e6b7643227f6c36c4512\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 763503ca7e4606fea3d567883ff470a5\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 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for b6260db5133c9148fe17d4f19f1044f5\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for da9db28e2822f56d29e1f90a42057fd7\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a2a9c49d1a2a1408d9236ee17022f638\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 5d8a5eeea7c1e60128820b0e52b91407\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 37670afb46b4e2376824f149049cca23\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 24a9c1b2e6a02b36fcb62fc797185189\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 1d55e2ae0301b8c1b97d582b89377ce9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e7a324d18a34514d6544f078e244fc95\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9c15ce8ff9e57c114cf0bf252706e09f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 72337e58bea3114a2cd89394c0a0a18f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for bad6aeb37756f2728b6ac7e4838491d4\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 1f775c61260fb3533e4ba4876ba1ca89\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a5d4a1043144ffa0f2d7313c0caf2924\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 206e739327c5e9aa485abc4f48c1ed11\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e489799dae749a137436c9deb2a4facd\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a68a12ae3072c82b94b13f43086c6bad\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 66dc74edbbde76b433f6f400fe1dd543\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_zurich&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_zurich&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_zurich&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 8 - Liebfrauenkirche (281 | 5) - 6 - Russisch-Orthodoxe Auferstehungskirche (369 | 5) - 15 - Friedenskirche (207 | 5) - 2 - Predigerkirche (351 | 5) - 12 - Methodisten-Kirche (174 | 5) - 9 - Grossm\u00fcnster (483 | 5) - 1 - Helmhaus (406 | 60) - 3 - Fraum\u00fcnster (531 | 5) - 3 - St. Peter (489 | 5) - 8 - Jelmoli (303 | 30) - 8 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;205 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;180 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:42&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_zurich&amp;gt;&amp;gt;\n\n    def test_zurich(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b05 : Custom test in Zurich to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 180\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [47.377884227, 8.5395114066]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 41.97 seconds\nE       assert 41.97261595726013 &amp;lt; 30\n\nsrc/tests/test_main.py:219: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[historic](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[building=cathedral](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 83 landmarks of type sightseeing in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 83 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[leisure=park](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[geological](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 71 landmarks of type nature in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 71 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (47.35991792131761, 8.512979561217715, 47.395850532682395, 8.566043251982286)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](47.35991792131761,8.512979561217715,47.395850532682395,8.566043251982286););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 3 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.362662094146756,8.531001769640882,47.38062839982915,8.557530476142249););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](47.36314100187579,8.526281455227702,47.38110730755818,8.552810402633925););out ids center;\nINFO     src.main:main.py:103 Fetched 152 landmarks in  \t: 10.116 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 19 times, objective value : 3573\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 8 times, objective value : 3594\nDEBUG    src.main:main.py:129 First stage optimization\t: 9.236 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 1.704 seconds\nINFO     src.main:main.py:131 Total computation time\t: 10.94 seconds\nINFO     src.main:main.py:136 Generated a trip of 205 minutes with 12 landmarks in 21.057 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for d9eac3b40ac73f3234cf0d3557162e52\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c278aa1e91090024b53eace74ec9b63f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 156ef5b27c837bf7f6cfe093e36fac08\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6656c1f78a27c8ba3a5bcdd807403586\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3d752b332b24dc342c80aa3e48422efa\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0a12a1b2993befa076a785d2c8f88842\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e8bfcb95fca4b50dda2eb905ba2ddc12\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9d019c5e31ebd23ffdf9568cac17622b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 751be1477e9f1bb4f00322d77dcff733\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9f31f26927b844fb2434831a3e640b4a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8f2af37ccc8a1124ffbde22e4422f88\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a4f030757fa65342b7bf0bdcf52677d0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 90b9dd1b8d995b3b7146e9db33ef464e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 4b787091c991f8528a159d588846b67f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 11869858e9d23d49385fb8c5521e5156\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 91e80234651db384bca9fd2924ce4e1f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 478da09e61ebb99e76f508d36257eecb\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 357cb96df09bdee5e3b7eb653b6d5d16\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 77febdf40603fe02247c28eff4b796e1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6dc5df5f8cbcbc7a4c13bb003d2b62ae\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 20c6f76dfbe9c447ed9e91bcea4f91c9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 94aa3007d1ff722cb6386ef03901fa5b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 58aca4025a568d3b613c9fa1f63be661\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c0f37462e6d5c1156cf20b7d8f82c8ab\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8cfa6b5b82fb09dd2ea416eaad869cc\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 741aa6bd0ab3484ec6f71806a72c7a6a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 96a9b9bbc500ac8cf1678285d42a1d80\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c9893a4db2a150097901b7b1b05edfc6\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for bc150eaa646543a6df5653fefdc15ba9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 8cd94ac7827137f941bde775eddd6749\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 50dbe7a23cc7d99ffa5f79a81e30fff4\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3df0d210a42b209ec68dca1030adaf56\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 017a59c093fe60edac958b8ffa4f02c0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 674c21f13e873d94d92dc6d18a232ec0\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_paris&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_paris&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_paris&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 9 - \u00c9glise Saint-Germain l&#39;Auxerrois (662 | 5) - 8 - Pyramide du Louvre (557 | 5) - 3 - Tunnel des Tuileries (506 | 5) - 18 - \u00c9glise Notre-Dame-de-l&#39;Assomption (575 | 5) - 10 - \u00c9glise Saint-Roch (633 | 5) - 8 - Palais du Louvre (891 | 5) - 6 - Temple de l&#39;Oratoire du Louvre (840 | 5) - 10 - Basilique Notre-Dame-des-Victoires (575 | 5) - 15 - La Samaritaine (416 | 5) - 8 - Palais de Justice de Paris (531 | 5) - 7 - Tour Saint-Jacques (793 | 5) - 10 - \u00c9glise Saint-Leu - Saint-Gilles (546 | 5) - 6 - Centre Georges Pompidou (1118 | 5) - 3 - \u00c9glise Saint-Merri (529 | 5) - 14 - M\u00e9morial des Martyrs de la D\u00e9portation (624 | 5) - 4 - Cath\u00e9drale Notre-Dame de Paris (1469 | 10) - 6 - \u00c9glise Saint-S\u00e9verin (437 | 5) - 7 - Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne - Centre Sorbonne (406 | 5) - 12 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;259 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;200 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:52&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_paris&amp;gt;&amp;gt;\n\n    def test_paris(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b06 : Custom test in Paris (les Halles) centre to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 200\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.85468881798671, 2.3423925755998374]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 51.51 seconds\nE       assert 51.511590003967285 &amp;lt; 30\n\nsrc/tests/test_main.py:260: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[historic](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 419 landmarks of type sightseeing in (48.83672251230432, 2.3150869554078004, 48.872655123669105, 2.3696981957918744)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 419 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type shopping in (48.83672251230432, 2.3150869554078004, 48.872655123669105, 2.3696981957918744)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 10 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](48.83672251230432,2.3150869554078004,48.872655123669105,2.3696981957918744););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 17 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85824730054227,2.312984536068473,48.87621360622466,2.340296999269872););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.854915013230226,2.3331740443839917,48.87288131891262,2.360484688949341););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.848647948222634,2.34504468600901,48.86661425390503,2.3723519111541114););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.843512035569404,2.3193047566514466,48.8614783412518,2.3466091804346445););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](48.85275741460065,2.3507354943028407,48.870723720283046,2.3780449615111143););out ids center;\nINFO     src.main:main.py:103 Fetched 366 landmarks in  \t: 13.396 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 14 times, objective value : 8772\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 12108\nDEBUG    src.main:main.py:129 First stage optimization\t: 6.926 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.557 seconds\nINFO     src.main:main.py:131 Total computation time\t: 7.484 seconds\nINFO     src.main:main.py:136 Generated a trip of 259 minutes with 20 landmarks in 20.88 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 78351b124204bc03e1ef90607268f93f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for ad4dc4da03822ac79868bcfba3d45c79\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f4d32ee9aef9ab0e8fc99189f62eb335\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e948371ee73e26513b31196a39024ad9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 64718cf4b830c17ce59614fb2516d113\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0ebf3424e8582facb69da2d544675d8a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 492f2f962491d1740a5c77d09a6c92c4\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 684a8a12089403eadb3c7ce091c2be80\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0761193ce64927f58787e2fc39863356\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for d1d35056fe1637ce51119c73a2a52a15\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 2a0067f12a13b198722138c1f197c456\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b13c7051ce6fe4b8d323b2a7b67c91c4\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 88b4c508310db2fb1509f79904b305ba\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f6c80cb4aaa281b8164786fc1ca29c23\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 36a9addf8f85c7842056a22fb23f72f9\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 60c5bd7fa08145f807bfb8e462830130\nDEBUG    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src.overpass.overpass:overpass.py:111 Cache set for 64b1af12be350f7fba57d89055462253\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 10ea1df16aafbd4f2c077e0d936b5773\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 0192977825ad85074fdb26005a6950d0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 57f529fd05034522c841da34c8cc433e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 642067051f13007c46bd092a5ade5caf\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 2b34766c9639bc208e3269b8380e56e3\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b8ae0a66097bf25e5d9e07dcedef9fa3\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_new_york&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_new_york&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_new_york&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 7 - Saint Patrick&#39;s Old Cathedral (489 | 10) - 9 - Capitale (810 | 5) - 9 - Museum at Eldridge Street (604 | 60) - 4 - First Chinese Presbyterian Church (461 | 5) - 9 - Columbus Park (646 | 5) - 4 - Collect Pond Park (485 | 5) - 15 - Washington Market Park (530 | 5) - 12 - Saint Paul&#39;s Chapel (575 | 5) - 5 - John Street Methodist Church (575 | 5) - 6 - Trinity Church (721 | 5) - 7 - 9/11 Memorial &amp; Museum (750 | 60) - 3 - One World Trade Center (840 | 5) - 15 - USCGC LILAC (575 | 5) - 13 - Duarte Square (685 | 5) - 11 - St. Anthony of Padua Church (489 | 5) - 7 - Judson Memorial Church (518 | 5) - 16 - Union Square Park (646 | 5) - 10 - Flatiron Building (780 | 5) - 5 - Cathedral of St. Sava (518 | 10) - 4 - Madison Square Park (646 | 5) - 23 - Saint Mark&#39;s in-the-Bowery (633 | 5) - 11 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;430 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:47&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_new_york&amp;gt;&amp;gt;\n\n    def test_new_york(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b07 : Custom test in New York to ensure proper decision making in crowded area.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 600\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [40.72592726802, -73.9920434795]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 46.87 seconds\nE       assert 46.874966621398926 &amp;lt; 30\n\nsrc/tests/test_main.py:301: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[historic](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[historic](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[building=cathedral](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 141 landmarks of type sightseeing in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 141 sightseeing landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[leisure=park](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[leisure=park](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[geological](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[geological](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 137 landmarks of type nature in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 137 nature landmarks\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(way[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439);relation[shop~&amp;quot;^(department_store|mall)$&amp;quot;](if: count_tags()&amp;gt;5)(40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 4 landmarks of type shopping in (40.70796096233761, -74.01575075976561, 40.743893573702394, -73.96833619923439)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 4 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;~&amp;quot;^(bag|boutique|clothes)$&amp;quot;](40.70796096233761,-74.01575075976561,40.743893573702394,-73.96833619923439););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 5 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71467674541966,-74.01190334848363,40.73264305110205,-73.98819687586419););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.713766897158806,-74.00628963015923,40.7317332028412,-73.98258348160546););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.729054988825474,-74.00386944371749,40.74702129450787,-73.98015784794916););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);way[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);relation[&amp;quot;place&amp;quot;~&amp;quot;^(suburb|neighborhood|neighbourhood|quarter|city_block)$&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428););out ids center;\nDEBUG    src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass\nQuery = [out:json];(node[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);way[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428);relation[&amp;quot;shop&amp;quot;=&amp;quot;mall&amp;quot;](40.71141282049213,-74.00078062841241,40.72937912617452,-73.97707531825428););out ids center;\nINFO     src.main:main.py:103 Fetched 275 landmarks in  \t: 21.474 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 6 times, objective value : 6905\nDEBUG    src.optimization.refiner:refiner.py:345 Using 15 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 2 times, objective value : 12976\nDEBUG    src.main:main.py:129 First stage optimization\t: 2.554 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.223 seconds\nINFO     src.main:main.py:131 Total computation time\t: 2.777 seconds\nINFO     src.main:main.py:136 Generated a trip of 430 minutes with 23 landmarks in 24.252 seconds.\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 882ad72402565b576d19bc057f9d46b2\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for ff37f7969f648625e01552cd5c81d4f7\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for adec8890fc0b3d02f127cc638fc5dc6c\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 74fa052096bf76415b6ff0c443e2e938\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 6c21aa000c2dd793704d9cb0358c36d2\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 45ca0d93a6dfa98bb19a6ae6d78e09eb\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 921856cf3173dd548ada23ee0350c039\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 41fa98e5f9c369052a7641ead89303ea\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b837b7df36baadfb8aba8ed2cbd6cdca\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for e2343d88d60491b8304aa1318fc2bc9b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f5bdaae1a0f61631b3f83195dc8000a6\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 35fef6aafb74cc93b6c584f6bf479d3e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 77aeb178300fded3a5b33bd9ebd1799b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 32865579e8b3bfdcf96313683269ea98\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 612e9c5bf4eb5177129175deef30d30b\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 76a83602c160b84a47e2ae2328b2d032\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3a4b7d33ee6587884434eabb306f9b9d\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3f69e1a51967492f3e01b6e0d0bef651\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 4b3239a153d92db8cd3670b4d50414b0\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f4c8214c5e866fa27f50a4c78245f1bd\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 00badfae856c259e82603ddbb1ac3d04\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 962010bb46a14f196e6adca14690176e\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 3152790167a6742c6f673357f1cb4876\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for abd00efe407206f34abfc444a909411a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 00125c6c5ffd661c18497cdf1b59711a\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for c1e0dfa5ebb4cad79f4aa8d9300d3a05\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 331f38157bdf19f819a55bd7364d9eb5\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 23770db581442931e3b0b6df033571fa\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 04a48b78a31fd90c5816c4de9a4281a1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 9113effe1e07c618b01ea25446b6d55f\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for a8dfb8af3dc2fd058936f1f6eeb1a8e1\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for 90b92ca2ebb8b0ef9b35f2bb2d077fbe\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for f705d8118456a370651753b39e215e27\nDEBUG    src.overpass.overpass:overpass.py:111 Cache set for b38a0b594f5ee3b6a8c48e77ce48e69e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}], &#34;src/tests/test_main.py::test_shopping&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_shopping&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_shopping&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 32 - Westfield La Part-Dieu (546 | 30) - 32 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;94 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;240 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:01&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x75b14f4fe9f0&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_shopping&amp;gt;&amp;gt;\n\n    def test_shopping(client, request) :   # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b08 : Custom test in Lyon centre to ensure shopping clusters are found.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 240\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [45.7576485, 4.8330241]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; result[&amp;#x27;total_time&amp;#x27;], f&amp;quot;Trip too short: {result[&amp;#x27;total_time&amp;#x27;]} instead of {duration_minutes}&amp;quot;\nE       AssertionError: Trip too short: 94 instead of 240\nE       assert (240 * 0.8) &amp;lt; 94\n\nsrc/tests/test_main.py:343: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:108 Fetching shopping landmarks...\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 13 landmarks of type shopping in (45.73968219431761, 4.807273148692414, 45.775614805682395, 4.858775051307586)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:110 Found 13 shopping landmarks\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:137 Found 7 different shopping clusters.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 0.012 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 4 times, objective value : 1983\nDEBUG    src.optimization.refiner:refiner.py:345 Using 4 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 8 times, objective value : 546\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.914 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.2 seconds\nINFO     src.main:main.py:131 Total computation time\t: 1.113 seconds\nINFO     src.main:main.py:136 Generated a trip of 94 minutes with 3 landmarks in 1.126 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index 7519d6d..aa39b6f 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -135,7 +135,7 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
 
-    BackgroundTasks(fill_cache())
+    background_tasks = BackgroundTasks(fill_cache())
 
     return trip
 

From 25c2b6b0d1fff80504969592c89594428a0f74d3 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 13:04:42 +0100
Subject: [PATCH 12/22] better error handling

---
 backend/report.html              | 12 ++++++------
 backend/src/main.py              |  5 +++--
 backend/src/overpass/overpass.py |  8 ++++++--
 backend/src/tests/test_main.py   |  3 ++-
 4 files changed, 17 insertions(+), 11 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 2b85da6..87e9e5d 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 12:37:35 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 12:52:37 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,18 +382,18 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">0/0 test done.</p>
+        <p class="run-count">1 test took 00:00:31.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
-          <div class="summary__reload__button " onclick="location.reload()">
+          <div class="summary__reload__button hidden" onclick="location.reload()">
             <div>There are still tests running. <br />Reload this page to get the latest results!</div>
           </div>
         </div>
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
-            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
+            <span class="failed">1 Failed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" disabled/>
             <span class="passed">0 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:31&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x7678d3c99400&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_turckheim&amp;gt;&amp;gt;\n\n    def test_turckheim(client, request):    # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b01 : Custom test in Turckheim to ensure small villages are also supported.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 20\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.084588, 7.280405]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert isinstance(landmarks, list)  # check that the return type is a list\n        assert len(landmarks) &amp;gt; 2           # check that there is something to visit\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 30.69 seconds\nE       assert 30.685150384902954 &amp;lt; 30\n\nsrc/tests/test_main.py:54: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[historic](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 9 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 9 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[leisure=park](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[leisure=park](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[geological](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[geological](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 10 nature landmarks\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 12.036 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.064 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.029 seconds\nINFO     src.main:main.py:131 Total computation time\t: 0.092 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 12.128 seconds.\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 17697322ddb543cd28c7d672da5b0a42\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 2d4f31d2bcc071a8ae54824e88b0b71f\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b038bd8d4d6e49b077d4475aef2dbec7\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for fc8f85cdaba838cf56c61bf67d3d073f\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 57782ff2b60d1b4b56fae34a135862f8\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b2fd047a07f9563c8c0925aad9d61052\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 36c2ed8cfba53833c4be58184562e315\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for bfec290793bde2bf9796d5dda23d0122\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7ee38297ba20e3bc47b984dce2785e22\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7989cbe1aff4f6d0054a6c5550d3fcc\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7f98015c7bc3a9100e10bc1c1ddfa572\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 43424dbebba69d06a66a34728c3bb93e\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7d4ee874adac132bc9e80d7172fab8e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index aa39b6f..bb063fa 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -40,7 +40,8 @@ app = FastAPI(lifespan=lifespan)
 @app.post("/trip/new")
 def new_trip(preferences: Preferences,
              start: tuple[float, float],
-             end: tuple[float, float] | None = None) -> Trip:
+             end: tuple[float, float] | None = None, 
+             background_tasks: BackgroundTasks = None) -> Trip:
     """
     Main function to call the optimizer.
 
@@ -135,7 +136,7 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
 
-    background_tasks = BackgroundTasks(fill_cache())
+    background_tasks.add(fill_cache())
 
     return trip
 
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index edcb41b..f49b439 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -102,6 +102,7 @@ class Overpass :
             request = urllib.request.Request(self.overpass_url, data=data, headers=self.headers)
 
             with urllib.request.urlopen(request) as response:
+
                 # Convert the HTTPResponse to a string and load data
                 response_data = response.read().decode('utf-8')  
                 data = json.loads(response_data)
@@ -110,7 +111,6 @@ class Overpass :
                 elements = data.get('elements', [])
                 self.caching_strategy.set(cache_key, elements)
                 self.logger.debug(f'Cache set for {cache_key}')
-
         except urllib.error.URLError as e:
             raise ConnectionError(f"Error connecting to Overpass API: {e}") from e
         except Exception as exc :
@@ -333,7 +333,11 @@ def fill_cache():
 
                 # Read the whole file content as a string
                 with open(entry.path, 'r') as f:
-                    json_data = json.load(f)
+                    try :
+                        json_data = json.load(f)
+                    except Exception as exc :
+                        raise json.JSONDecodeError(f'Failed to parse file {f}') from exc
+        
 
                 # Fill the cache with the query and key
                 overpass.fill_cache(json_data)
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index a865942..5c546a9 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -56,7 +56,7 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
-
+'''
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
@@ -342,3 +342,4 @@ def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     assert comp_time < 30, f"Computation time exceeded 30 seconds: {comp_time:.2f} seconds"
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
+'''
\ No newline at end of file

From 757773f433f86fdaf896ac09c3058f51f86918c6 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 14:07:54 +0100
Subject: [PATCH 13/22] correct task adding

---
 backend/report.html | 14 +++++++-------
 backend/src/main.py |  2 +-
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 87e9e5d..a74ab9d 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 12:52:37 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 14:07:50 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">1 test took 00:00:31.</p>
+        <p class="run-count">1 test took 159 ms.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -392,10 +392,10 @@ div.media {
         <div class="summary__spacer"></div>
         <div class="controls">
           <div class="filters">
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" />
-            <span class="failed">1 Failed,</span>
-            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" disabled/>
-            <span class="passed">0 Passed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="failed" disabled/>
+            <span class="failed">0 Failed,</span>
+            <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="passed" />
+            <span class="passed">1 Passed,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="skipped" disabled/>
             <span class="skipped">0 Skipped,</span>
             <input checked="true" class="filter" name="filter_checkbox" type="checkbox" data-test-result="xfailed" disabled/>
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Failed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Failed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:31&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;client = &amp;lt;starlette.testclient.TestClient object at 0x7678d3c99400&amp;gt;\nrequest = &amp;lt;FixtureRequest for &amp;lt;Function test_turckheim&amp;gt;&amp;gt;\n\n    def test_turckheim(client, request):    # pylint: disable=redefined-outer-name\n        &amp;quot;&amp;quot;&amp;quot;\n        Test n\u00b01 : Custom test in Turckheim to ensure small villages are also supported.\n    \n        Args:\n            client:\n            request:\n        &amp;quot;&amp;quot;&amp;quot;\n        start_time = time.time()  # Start timer\n        duration_minutes = 20\n    \n        response = client.post(\n            &amp;quot;/trip/new&amp;quot;,\n            json={\n                &amp;quot;preferences&amp;quot;: {&amp;quot;sightseeing&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;sightseeing&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                &amp;quot;nature&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;nature&amp;quot;, &amp;quot;score&amp;quot;: 5},\n                &amp;quot;shopping&amp;quot;: {&amp;quot;type&amp;quot;: &amp;quot;shopping&amp;quot;, &amp;quot;score&amp;quot;: 0},\n                &amp;quot;max_time_minute&amp;quot;: duration_minutes,\n                &amp;quot;detour_tolerance_minute&amp;quot;: 0},\n                &amp;quot;start&amp;quot;: [48.084588, 7.280405]\n                }\n            )\n        result = response.json()\n        landmarks = load_trip_landmarks(client, result[&amp;#x27;first_landmark_uuid&amp;#x27;])\n    \n    \n        # Get computation time\n        comp_time = time.time() - start_time\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # for elem in landmarks :\n        #     print(elem)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert isinstance(landmarks, list)  # check that the return type is a list\n        assert len(landmarks) &amp;gt; 2           # check that there is something to visit\n&amp;gt;       assert comp_time &amp;lt; 30, f&amp;quot;Computation time exceeded 30 seconds: {comp_time:.2f} seconds&amp;quot;\nE       AssertionError: Computation time exceeded 30 seconds: 30.69 seconds\nE       assert 30.685150384902954 &amp;lt; 30\n\nsrc/tests/test_main.py:54: AssertionError\n\n------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:66 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[tourism~&amp;quot;^(museum|attraction|gallery|artwork|aquarium)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[historic](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[historic](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[amenity~&amp;quot;^(planetarium|place_of_worship|fountain|townhall)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[water=reflecting_pool](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[bridge~&amp;quot;^(aqueduct|viaduct|boardwalk|cantilever|abandoned)$&amp;quot;](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[building=cathedral](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[building=cathedral](if: count_tags()&amp;gt;5)(48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 9 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 9 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[&amp;quot;historic&amp;quot;~&amp;quot;^(monument|building|yes)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center;\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[leisure=park](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[leisure=park](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[geological](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[geological](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[natural~&amp;quot;^(geyser|hot_spring|arch|volcano|stone)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);node[tourism~&amp;quot;^(alpine_hut|viewpoint|zoo|resort|picnic_site)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[water~&amp;quot;^(pond|lake|river|basin|stream|lagoon|rapids)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nINFO     src.overpass.overpass:overpass.py:84 Cache miss. Fetching data through Overpass.\nDEBUG    src.overpass.overpass:overpass.py:85 Query = [out:json];(way[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641);relation[waterway~&amp;quot;^(waterfall|river|canal|dam|dock|boatyard)$&amp;quot;](48.079458619727674,7.272726663391359,48.08971738027232,7.288083336608641););out ids center tags;\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 10 nature landmarks\nINFO     src.main:main.py:103 Fetched 12 landmarks in  \t: 12.036 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:129 First stage optimization\t: 0.064 seconds\nDEBUG    src.main:main.py:130 Second stage optimization\t: 0.029 seconds\nINFO     src.main:main.py:131 Total computation time\t: 0.092 seconds\nINFO     src.main:main.py:136 Generated a trip of 23 minutes with 4 landmarks in 12.128 seconds.\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 17697322ddb543cd28c7d672da5b0a42\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 2d4f31d2bcc071a8ae54824e88b0b71f\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b038bd8d4d6e49b077d4475aef2dbec7\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for fc8f85cdaba838cf56c61bf67d3d073f\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 57782ff2b60d1b4b56fae34a135862f8\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b2fd047a07f9563c8c0925aad9d61052\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 36c2ed8cfba53833c4be58184562e315\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for bfec290793bde2bf9796d5dda23d0122\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7ee38297ba20e3bc47b984dce2785e22\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7989cbe1aff4f6d0054a6c5550d3fcc\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7f98015c7bc3a9100e10bc1c1ddfa572\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 43424dbebba69d06a66a34728c3bb93e\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7d4ee874adac132bc9e80d7172fab8e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;159 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:67 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 24 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 24 nature landmarks\nINFO     src.main:main.py:104 Fetched 25 landmarks in  \t: 0.009 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:130 First stage optimization\t: 0.101 seconds\nDEBUG    src.main:main.py:131 Second stage optimization\t: 0.033 seconds\nINFO     src.main:main.py:132 Total computation time\t: 0.134 seconds\nINFO     src.main:main.py:137 Generated a trip of 23 minutes with 4 landmarks in 0.143 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index bb063fa..104ff08 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -136,7 +136,7 @@ def new_trip(preferences: Preferences,
     trip = Trip.from_linked_landmarks(linked_tour, cache_client)
     logger.info(f'Generated a trip of {trip.total_time} minutes with {len(refined_tour)} landmarks in {round(t_generate_landmarks + t_first_stage + t_second_stage,3)} seconds.')
 
-    background_tasks.add(fill_cache())
+    background_tasks.add_task(fill_cache)
 
     return trip
 

From f48dcf80c20fa36f4a91723ade74676df6480577 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 15:19:03 +0100
Subject: [PATCH 14/22] better exception

---
 backend/src/overpass/overpass.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index f49b439..2bdfb66 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -335,8 +335,10 @@ def fill_cache():
                 with open(entry.path, 'r') as f:
                     try :
                         json_data = json.load(f)
+                    except json.decoder.JSONDecodeError as exc :
+                        raise Exception(f'Failed to parse file {f}') from exc
                     except Exception as exc :
-                        raise json.JSONDecodeError(f'Failed to parse file {f}') from exc
+                        raise Exception(f'An unexpected error occured while parsing file {f}') from exc
         
 
                 # Fill the cache with the query and key

From 581644a1089563e95dcc5b433388f98862a8695e Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 15:26:52 +0100
Subject: [PATCH 15/22] come onnnnn

---
 backend/src/overpass/overpass.py                 | 2 --
 backend/src/parameters/optimizer_parameters.yaml | 2 +-
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 2bdfb66..2aa3510 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -335,8 +335,6 @@ def fill_cache():
                 with open(entry.path, 'r') as f:
                     try :
                         json_data = json.load(f)
-                    except json.decoder.JSONDecodeError as exc :
-                        raise Exception(f'Failed to parse file {f}') from exc
                     except Exception as exc :
                         raise Exception(f'An unexpected error occured while parsing file {f}') from exc
         
diff --git a/backend/src/parameters/optimizer_parameters.yaml b/backend/src/parameters/optimizer_parameters.yaml
index 5a28e49..2603e08 100644
--- a/backend/src/parameters/optimizer_parameters.yaml
+++ b/backend/src/parameters/optimizer_parameters.yaml
@@ -6,4 +6,4 @@ max_landmarks_refiner: 20
 overshoot: 0.0016
 time_limit: 1
 gap_rel: 0.05
-max_iter: 25
\ No newline at end of file
+max_iter: 40
\ No newline at end of file

From 2a5023df4bffbb2e8ddb61e04051e328646938e3 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 15:51:51 +0100
Subject: [PATCH 16/22] damn xml

---
 backend/src/overpass/overpass.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 2aa3510..64fbbcc 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -336,7 +336,7 @@ def fill_cache():
                     try :
                         json_data = json.load(f)
                     except Exception as exc :
-                        raise Exception(f'An unexpected error occured while parsing file {f}') from exc
+                        overpass.logger.error(f'An error occured while parsing file {f} as .json file')
         
 
                 # Fill the cache with the query and key

From 1240f86d6efa5c63477232f6e81a3c8fc7c6ea62 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 15:59:01 +0100
Subject: [PATCH 17/22] damn xml

---
 backend/src/overpass/overpass.py | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 64fbbcc..cb692ca 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -334,13 +334,11 @@ def fill_cache():
                 # Read the whole file content as a string
                 with open(entry.path, 'r') as f:
                     try :
+                        # load data and fill the cache with the query and key
                         json_data = json.load(f)
+                        overpass.fill_cache(json_data)
                     except Exception as exc :
                         overpass.logger.error(f'An error occured while parsing file {f} as .json file')
-        
-
-                # Fill the cache with the query and key
-                overpass.fill_cache(json_data)
 
                 # Now delete the file as the cache is filled
                 os.remove(entry.path)

From 699737bc40aebce3e53678a2726378f8e649c1a1 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 16:24:51 +0100
Subject: [PATCH 18/22] more docs

---
 backend/src/main.py                      |  2 +-
 backend/src/overpass/caching_strategy.py | 25 ++++++++++++++++++++++++
 backend/src/overpass/overpass.py         | 21 --------------------
 3 files changed, 26 insertions(+), 22 deletions(-)

diff --git a/backend/src/main.py b/backend/src/main.py
index 104ff08..54c8b44 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -14,7 +14,7 @@ from .utils.landmarks_manager import LandmarkManager
 from .utils.toilets_manager import ToiletsManager
 from .optimization.optimizer import Optimizer
 from .optimization.refiner import Refiner
-from .overpass.overpass import fill_cache
+from .overpass.caching_strategy import fill_cache
 from .cache import client as cache_client
 
 
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index d7bc5aa..d2c5add 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -3,6 +3,7 @@ import json
 import hashlib
 
 from ..constants import OSM_CACHE_DIR, OSM_TYPES
+from .overpass import Overpass
 
 
 def get_cache_key(query: str) -> str:
@@ -133,3 +134,27 @@ class CachingStrategy:
                     selector: str, conditions: list=None, out='center'):
         """Create a hollow cache entry."""
         cls.__strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
+
+
+def fill_cache():
+    """
+    Scans the specified cache directory for files starting with 'hollow_' and attempts to load
+    their contents as JSON to fill the cache of the Overpass system.
+    """
+    overpass = Overpass()
+
+    with os.scandir(OSM_CACHE_DIR) as it:
+        for entry in it:
+            if entry.is_file() and entry.name.startswith('hollow_'):
+
+                try :
+                    # Read the whole file content as a string
+                    with open(entry.path, 'r') as f:
+                        # load data and fill the cache with the query and key
+                        json_data = json.load(f)
+                        overpass.fill_cache(json_data)
+                    # Now delete the file as the cache is filled
+                    os.remove(entry.path)
+
+                except Exception as exc :
+                    overpass.logger.error(f'An error occured while parsing file {f} as .json file')
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index cb692ca..17a1031 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -321,24 +321,3 @@ def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
         return osm_id, coords, name
     else :
         return osm_id, coords
-
-
-def fill_cache():
-
-    overpass = Overpass()
-
-    with os.scandir(OSM_CACHE_DIR) as it:
-        for entry in it:
-            if entry.is_file() and entry.name.startswith('hollow_'):
-
-                # Read the whole file content as a string
-                with open(entry.path, 'r') as f:
-                    try :
-                        # load data and fill the cache with the query and key
-                        json_data = json.load(f)
-                        overpass.fill_cache(json_data)
-                    except Exception as exc :
-                        overpass.logger.error(f'An error occured while parsing file {f} as .json file')
-
-                # Now delete the file as the cache is filled
-                os.remove(entry.path)

From 1f4815c991b43dde0a1c6c025f03f600c2243da7 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 16:31:15 +0100
Subject: [PATCH 19/22] better logs

---
 backend/report.html                      |  6 ++---
 backend/src/main.py                      |  2 +-
 backend/src/overpass/caching_strategy.py | 33 ++----------------------
 backend/src/overpass/overpass.py         | 31 +++++++++++++++++++---
 4 files changed, 33 insertions(+), 39 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index a74ab9d..44e772a 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 14:07:50 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 28-Jan-2025 at 16:30:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">1 test took 159 ms.</p>
+        <p class="run-count">1 test took 00:00:10.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;159 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:67 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 24 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 24 nature landmarks\nINFO     src.main:main.py:104 Fetched 25 landmarks in  \t: 0.009 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:130 First stage optimization\t: 0.101 seconds\nDEBUG    src.main:main.py:131 Second stage optimization\t: 0.033 seconds\nINFO     src.main:main.py:132 Total computation time\t: 0.134 seconds\nINFO     src.main:main.py:137 Generated a trip of 23 minutes with 4 landmarks in 0.143 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:67 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 10 nature landmarks\nINFO     src.main:main.py:104 Fetched 22 landmarks in  \t: 5.367 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:130 First stage optimization\t: 0.126 seconds\nDEBUG    src.main:main.py:131 Second stage optimization\t: 0.033 seconds\nINFO     src.main:main.py:132 Total computation time\t: 0.159 seconds\nINFO     src.main:main.py:137 Generated a trip of 23 minutes with 4 landmarks in 5.526 seconds.\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b2fd047a07f9563c8c0925aad9d61052\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7ee38297ba20e3bc47b984dce2785e22\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7f98015c7bc3a9100e10bc1c1ddfa572\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 43424dbebba69d06a66a34728c3bb93e\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7d4ee874adac132bc9e80d7172fab8e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/main.py b/backend/src/main.py
index 54c8b44..104ff08 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -14,7 +14,7 @@ from .utils.landmarks_manager import LandmarkManager
 from .utils.toilets_manager import ToiletsManager
 from .optimization.optimizer import Optimizer
 from .optimization.refiner import Refiner
-from .overpass.caching_strategy import fill_cache
+from .overpass.overpass import fill_cache
 from .cache import client as cache_client
 
 
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index d2c5add..2f6e944 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -3,7 +3,6 @@ import json
 import hashlib
 
 from ..constants import OSM_CACHE_DIR, OSM_TYPES
-from .overpass import Overpass
 
 
 def get_cache_key(query: str) -> str:
@@ -13,6 +12,7 @@ def get_cache_key(query: str) -> str:
     """
     return hashlib.md5(query.encode('utf-8')).hexdigest()
 
+
 class CachingStrategyBase:
     """
     Base class for implementing caching strategies.
@@ -25,15 +25,10 @@ class CachingStrategyBase:
         """Store data in the cache with the specified key."""
         raise NotImplementedError('Subclass should implement set')
 
-    def set_hollow(self, key, cell: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions=[], out='center'):
+    def set_hollow(self, key, **kwargs):
         """Create a hollow (empty) cache entry with a specific key."""
         raise NotImplementedError('Subclass should implement set_hollow')
 
-    def fill_hollow(self, key, value):
-        """Fill in the cache for an existing hollow entry."""
-        raise NotImplementedError('Subclass should implement fill_hollow')
-
     def close(self):
         """Clean up or close any resources used by the caching strategy."""
 
@@ -134,27 +129,3 @@ class CachingStrategy:
                     selector: str, conditions: list=None, out='center'):
         """Create a hollow cache entry."""
         cls.__strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
-
-
-def fill_cache():
-    """
-    Scans the specified cache directory for files starting with 'hollow_' and attempts to load
-    their contents as JSON to fill the cache of the Overpass system.
-    """
-    overpass = Overpass()
-
-    with os.scandir(OSM_CACHE_DIR) as it:
-        for entry in it:
-            if entry.is_file() and entry.name.startswith('hollow_'):
-
-                try :
-                    # Read the whole file content as a string
-                    with open(entry.path, 'r') as f:
-                        # load data and fill the cache with the query and key
-                        json_data = json.load(f)
-                        overpass.fill_cache(json_data)
-                    # Now delete the file as the cache is filled
-                    os.remove(entry.path)
-
-                except Exception as exc :
-                    overpass.logger.error(f'An error occured while parsing file {f} as .json file')
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index 17a1031..f2158f6 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -52,10 +52,11 @@ class Overpass :
 
         # If there is no missing data, return the cached responses
         if not hollow_cache_keys :
-            self.logger.info('Cache hit.')
+            self.logger.info(f'Cache hit for {len(cached_responses)} quadrants.')
             return self._combine_cached_data(cached_responses)
 
         # TODO If there is SOME missing data : hybrid stuff with partial cache
+        self.logger.info(f'Cache miss for {len(hollow_cache_keys)} quadrants.')
 
         # Missing data: Make a query to Overpass API
         query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
@@ -80,9 +81,7 @@ class Overpass :
                 response_data = response.read().decode('utf-8')  # Convert the HTTPResponse to a string
                 data = json.loads(response_data)  # Load the JSON from the string
                 elements = data.get('elements', [])
-
-                self.logger.info(f'Cache miss. Fetching data through Overpass.')
-                self.logger.debug(f'Query = {query_str}')
+                # self.logger.debug(f'Query = {query_str}')
                 return elements
 
         except urllib.error.URLError as e:
@@ -321,3 +320,27 @@ def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
         return osm_id, coords, name
     else :
         return osm_id, coords
+
+
+def fill_cache():
+    """
+    Scans the specified cache directory for files starting with 'hollow_' and attempts to load
+    their contents as JSON to fill the cache of the Overpass system.
+    """
+    overpass = Overpass()
+
+    with os.scandir(OSM_CACHE_DIR) as it:
+        for entry in it:
+            if entry.is_file() and entry.name.startswith('hollow_'):
+
+                try :
+                    # Read the whole file content as a string
+                    with open(entry.path, 'r') as f:
+                        # load data and fill the cache with the query and key
+                        json_data = json.load(f)
+                        overpass.fill_cache(json_data)
+                    # Now delete the file as the cache is filled
+                    os.remove(entry.path)
+
+                except Exception as exc :
+                    overpass.logger.error(f'An error occured while parsing file {entry.path} as .json file')

From 83c1533e78f78c030fbe00c73aad7a41af78cca6 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Tue, 28 Jan 2025 16:31:59 +0100
Subject: [PATCH 20/22] all tests again

---
 backend/src/tests/test_main.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index 5c546a9..a865942 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -56,7 +56,7 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
-'''
+
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
@@ -342,4 +342,3 @@ def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     assert comp_time < 30, f"Computation time exceeded 30 seconds: {comp_time:.2f} seconds"
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
-'''
\ No newline at end of file

From 21706ea7e66d63bd0a3460663ab531cf34ea21d6 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Wed, 29 Jan 2025 09:35:26 +0100
Subject: [PATCH 21/22] hybrid cache now

---
 backend/report.html                      |   6 +-
 backend/src/constants.py                 |   3 +-
 backend/src/overpass/caching_strategy.py |   3 +-
 backend/src/overpass/overpass.py         | 146 +++++++++++++++++------
 backend/src/tests/test_main.py           |   9 +-
 5 files changed, 120 insertions(+), 47 deletions(-)

diff --git a/backend/report.html b/backend/report.html
index 44e772a..e6bf3cb 100644
--- a/backend/report.html
+++ b/backend/report.html
@@ -328,7 +328,7 @@ div.media {
   </head>
   <body>
     <h1 id="title">Backend Testing Report</h1>
-    <p>Report generated on 28-Jan-2025 at 16:30:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 29-Jan-2025 at 09:35:03 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">1 test took 00:00:10.</p>
+        <p class="run-count">1 test took 97 ms.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -432,7 +432,7 @@ div.media {
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 6 - H\u00f4tel des Deux-Clefs (217 | 5) - 1 - H\u00f4tel de ville (238 | 5) - 6 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;00:00:10&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:67 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 20 landmarks of type sightseeing in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 20 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:100 Fetching nature landmarks...\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:59 Cache miss for 1 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 1 quadrants.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 10 landmarks of type nature in (48.079458619727674, 7.272726663391359, 48.08971738027232, 7.288083336608641)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:103 Found 10 nature landmarks\nINFO     src.main:main.py:104 Fetched 22 landmarks in  \t: 5.367 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.optimization.refiner:refiner.py:345 Using 5 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 455\nDEBUG    src.main:main.py:130 First stage optimization\t: 0.126 seconds\nDEBUG    src.main:main.py:131 Second stage optimization\t: 0.033 seconds\nINFO     src.main:main.py:132 Total computation time\t: 0.159 seconds\nINFO     src.main:main.py:137 Generated a trip of 23 minutes with 4 landmarks in 5.526 seconds.\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b2fd047a07f9563c8c0925aad9d61052\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7ee38297ba20e3bc47b984dce2785e22\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 7f98015c7bc3a9100e10bc1c1ddfa572\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for 43424dbebba69d06a66a34728c3bb93e\nDEBUG    src.overpass.overpass:overpass.py:112 Cache set for b7d4ee874adac132bc9e80d7172fab8e\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.12.3&#34;, &#34;Platform&#34;: &#34;Linux-6.8.0-51-generic-x86_64-with-glibc2.39&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.3.4&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;anyio&#34;: &#34;4.8.0&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_main.py::test_turckheim&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_main.py::test_turckheim&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;src/tests/test_main.py::test_turckheim&lt;/td&gt;&#34;, &#34;&lt;td&gt;start (0 | 0) - 3 - Mairie du 2e arrondissement (78 | 5) - 1 - Basilique Saint-Martin d&#39;Ainay (406 | 5) - 3 - Chapelle Paul Couturier (109 | 5) - 1 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;23 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;20 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;97 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;------------------------------ Captured log call -------------------------------\nDEBUG    asyncio:selector_events.py:64 Using selector: EpollSelector\nINFO     src.main:main.py:67 No end coordinates provided. Using start=end.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:76 Starting to fetch landmarks...\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:88 Fetching sightseeing landmarks...\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nDEBUG    src.utils.landmarks_manager:landmarks_manager.py:204 Fetched 16 landmarks of type sightseeing in (45.74643460077641, 4.819803369760263, 45.756693361321055, 4.834505559895031)\nINFO     src.utils.landmarks_manager:landmarks_manager.py:91 Found 16 sightseeing landmarks\nINFO     src.overpass.overpass:overpass.py:55 Cache hit for 2/2 quadrants.\nINFO     src.utils.cluster_manager:cluster_manager.py:145 Found 0 sightseeing clusters.\nINFO     src.main:main.py:104 Fetched 12 landmarks in  \t: 0.011 seconds\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 593\nDEBUG    src.optimization.refiner:refiner.py:345 Using 2 minor landmarks around the predicted path\nDEBUG    src.optimization.optimizer:optimizer.py:597 First results are out. Looking out for circles and correcting.\nINFO     src.optimization.optimizer:optimizer.py:637 Re-optimized 0 times, objective value : 593\nDEBUG    src.main:main.py:130 First stage optimization\t: 0.045 seconds\nDEBUG    src.main:main.py:131 Second stage optimization\t: 0.025 seconds\nINFO     src.main:main.py:132 Total computation time\t: 0.071 seconds\nINFO     src.main:main.py:137 Generated a trip of 23 minutes with 5 landmarks in 0.082 seconds.\nINFO     httpx:_client.py:1025 HTTP Request: POST http://testserver/trip/new &amp;quot;HTTP/1.1 200 OK&amp;quot;\n\n&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;Backend Testing Report&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/backend/src/constants.py b/backend/src/constants.py
index 61e215c..df811f7 100644
--- a/backend/src/constants.py
+++ b/backend/src/constants.py
@@ -2,7 +2,7 @@
 
 import os
 from pathlib import Path
-from typing import List, Literal
+from typing import List, Literal, Tuple
 
 
 LOCATION_PREFIX = Path('src')
@@ -16,6 +16,7 @@ cache_dir_string = os.getenv('OSM_CACHE_DIR', './cache')
 OSM_CACHE_DIR = Path(cache_dir_string)
 
 OSM_TYPES = List[Literal['way', 'node', 'relation']]
+BBOX = Tuple[float, float, float, float]
 
 MEMCACHED_HOST_PATH = os.getenv('MEMCACHED_HOST_PATH', None)
 if MEMCACHED_HOST_PATH == "none":
diff --git a/backend/src/overpass/caching_strategy.py b/backend/src/overpass/caching_strategy.py
index 2f6e944..f334872 100644
--- a/backend/src/overpass/caching_strategy.py
+++ b/backend/src/overpass/caching_strategy.py
@@ -54,7 +54,8 @@ class JSONCache(CachingStrategyBase):
                 # Open and parse the cached JSON data
                 with open(filename, 'r', encoding='utf-8') as file:
                     data = json.load(file)
-                return data  # Return the parsed JSON data
+                # Return the data as a list of dicts.
+                return data
             except json.JSONDecodeError:
                 return None  # Return None if parsing fails
         return None
diff --git a/backend/src/overpass/overpass.py b/backend/src/overpass/overpass.py
index f2158f6..9180e9a 100644
--- a/backend/src/overpass/overpass.py
+++ b/backend/src/overpass/overpass.py
@@ -4,12 +4,14 @@ import urllib
 import math
 import logging
 import json
+from typing import List, Tuple
 
 from .caching_strategy import get_cache_key, CachingStrategy
-from ..constants import OSM_CACHE_DIR, OSM_TYPES
+from ..constants import OSM_CACHE_DIR, OSM_TYPES, BBOX
 
 
 RESOLUTION = 0.05
+CELL = Tuple[int, int]
 
 
 class Overpass :
@@ -29,8 +31,8 @@ class Overpass :
         self.caching_strategy = CachingStrategy.use(caching_strategy, cache_dir=cache_dir)
 
 
-    def send_query(self, bbox: tuple, osm_types: OSM_TYPES,
-                    selector: str, conditions: list=None, out='center'):
+    def send_query(self, bbox: BBOX, osm_types: OSM_TYPES,
+                    selector: str, conditions: list=None, out='center') -> List[dict]:
         """
         Sends the Overpass QL query to the Overpass API and returns the parsed json response.
 
@@ -42,28 +44,35 @@ class Overpass :
             out (str): Output format ('center', 'body', etc.). Defaults to 'center'.
 
         Returns:
-            dict:    Parsed json response from the Overpass API, or cached data if available.
+            list:   Parsed json response from the Overpass API, or cached data if available.
         """
         # Determine which grid cells overlap with this bounding box.
         overlapping_cells = Overpass._get_overlapping_cells(bbox)
 
         # Retrieve cached data and identify missing cache entries
-        cached_responses, hollow_cache_keys = self._retrieve_cached_data(overlapping_cells, osm_types, selector, conditions, out)
+        cached_responses, non_cached_cells = self._retrieve_cached_data(overlapping_cells, osm_types, selector, conditions, out)
 
-        # If there is no missing data, return the cached responses
-        if not hollow_cache_keys :
-            self.logger.info(f'Cache hit for {len(cached_responses)} quadrants.')
-            return self._combine_cached_data(cached_responses)
+        self.logger.info(f'Cache hit for {len(overlapping_cells)-len(non_cached_cells)}/{len(overlapping_cells)} quadrants.')
 
-        # TODO If there is SOME missing data : hybrid stuff with partial cache
-        self.logger.info(f'Cache miss for {len(hollow_cache_keys)} quadrants.')
+        # If there is no missing data, return the cached responses after filtering.
+        if not non_cached_cells :
+            return Overpass._filter_landmarks(cached_responses, bbox)
 
-        # Missing data: Make a query to Overpass API
-        query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
-        return self.fetch_data_from_api(query_str)
+        # If there is no cached data, fetch all from Overpass.
+        elif not cached_responses :
+            query_str = Overpass.build_query(bbox, osm_types, selector, conditions, out)
+            return self.fetch_data_from_api(query_str)
+
+        # Hybrid cache: some data from Overpass, some data from cache.
+        else :
+            # Resize the bbox for smaller search area and build new query string.
+            non_cached_bbox = Overpass._get_non_cached_bbox(non_cached_cells, bbox)
+            query_str = Overpass.build_query(non_cached_bbox, osm_types, selector, conditions, out)
+            non_cached_responses = self.fetch_data_from_api(query_str)
+            return Overpass._filter_landmarks(cached_responses, bbox) + non_cached_responses
 
 
-    def fetch_data_from_api(self, query_str: str) -> list:
+    def fetch_data_from_api(self, query_str: str) -> List[dict]:
         """
         Fetch data from the Overpass API and return the json data.
 
@@ -117,7 +126,7 @@ class Overpass :
 
 
     @staticmethod
-    def build_query(bbox: tuple, osm_types: OSM_TYPES,
+    def build_query(bbox: BBOX, osm_types: OSM_TYPES,
                     selector: str, conditions: list=None, out='center') -> str:
         """
         Constructs a query string for the Overpass API to retrieve OpenStreetMap (OSM) data.
@@ -160,9 +169,10 @@ class Overpass :
         return query
 
 
-    def _retrieve_cached_data(self, overlapping_cells: list, osm_types: OSM_TYPES, selector: str, conditions: list, out: str):
+    def _retrieve_cached_data(self, overlapping_cells: CELL, osm_types: OSM_TYPES,
+                              selector: str, conditions: list, out: str) -> Tuple[List[dict], list[CELL]]:
         """
-        Retrieve cached data and identify missing cache entries.
+        Retrieve cached data and identify missing cache quadrants.
 
         Args:
             overlapping_cells (list): Cells to check for cached data.
@@ -174,7 +184,7 @@ class Overpass :
         Returns:
             tuple: A tuple containing:
                 - cached_responses (list): List of cached data found.
-                - hollow_cache_keys (list): List of keys with missing data.
+                - non_cached_cells (list(tuple)): List of cells with missing data.
         """
         cell_key_dict = {}
         for cell in overlapping_cells :
@@ -184,29 +194,29 @@ class Overpass :
             cell_key_dict[cell] = get_cache_key(key_str)
 
         cached_responses = []
-        hollow_cache_keys = []
+        non_cached_cells = []
 
         # Retrieve the cached data and mark the missing entries as hollow
         for cell, key in cell_key_dict.items():
             cached_data = self.caching_strategy.get(key)
             if cached_data is not None :
-                cached_responses.append(cached_data)
+                cached_responses += cached_data
             else:
                 self.caching_strategy.set_hollow(key, cell, osm_types, selector, conditions, out)
-                hollow_cache_keys.append(key)
+                non_cached_cells.append(cell)
 
-        return cached_responses, hollow_cache_keys
+        return cached_responses, non_cached_cells
 
 
     @staticmethod
-    def _build_query_from_hollow(json_data: dict):
+    def _build_query_from_hollow(json_data: dict) -> Tuple[str, str]:
         """
         Build query string using information from a hollow cache entry.
         """
         # Extract values from the JSON object
         key = json_data.get('key')
         cell = tuple(json_data.get('cell'))
-        bbox = Overpass._get_bbox_from_grid_cell(cell[0], cell[1])
+        bbox = Overpass._get_bbox_from_grid_cell(cell)
         osm_types = json_data.get('osm_types')
         selector = json_data.get('selector')
         conditions = json_data.get('conditions')
@@ -218,7 +228,7 @@ class Overpass :
 
 
     @staticmethod
-    def _get_overlapping_cells(query_bbox: tuple):
+    def _get_overlapping_cells(query_bbox: tuple) -> List[CELL]:
         """
         Returns a set of all grid cells that overlap with the given bounding box.
         """
@@ -237,7 +247,7 @@ class Overpass :
 
 
     @staticmethod
-    def _get_grid_cell(lat: float, lon: float):
+    def _get_grid_cell(lat: float, lon: float) -> CELL:
         """
         Returns the grid cell coordinates for a given latitude and longitude.
         Each grid cell is 0.05°lat x 0.05°lon resolution in size.
@@ -248,7 +258,7 @@ class Overpass :
 
 
     @staticmethod
-    def _get_bbox_from_grid_cell(lat_index: int, lon_index: int):
+    def _get_bbox_from_grid_cell(cell: CELL) -> BBOX:
         """
         Returns the bounding box for a given grid cell index.
         Each grid cell is resolution x resolution in size.
@@ -256,26 +266,84 @@ class Overpass :
         The bounding box is returned as (min_lat, min_lon, max_lat, max_lon).
         """
         # Calculate the southwest (min_lat, min_lon) corner of the bounding box
-        min_lat = round(lat_index * RESOLUTION, 2)
-        min_lon = round(lon_index * RESOLUTION, 2)
+        min_lat = round(cell[0] * RESOLUTION, 2)
+        min_lon = round(cell[1] * RESOLUTION, 2)
 
         # Calculate the northeast (max_lat, max_lon) corner of the bounding box
-        max_lat = round((lat_index + 1) * RESOLUTION, 2)
-        max_lon = round((lon_index + 1) * RESOLUTION, 2)
+        max_lat = round((cell[0] + 1) * RESOLUTION, 2)
+        max_lon = round((cell[1] + 1) * RESOLUTION, 2)
 
         return (min_lat, min_lon, max_lat, max_lon)
 
 
     @staticmethod
-    def _combine_cached_data(cached_data_list):
+    def _get_non_cached_bbox(non_cached_cells: List[CELL], original_bbox: BBOX):
         """
-        Combines data from multiple cached responses into a single result.
+        Calculate the non-cached bounding box by excluding cached cells.
+
+        Args:
+            non_cached_cells (list): The list of cells that were not found in the cache.
+            original_bbox (tuple): The original bounding box (min_lat, min_lon, max_lat, max_lon).
+
+        Returns:
+            tuple: The new bounding box that excludes cached cells, or None if all cells are cached.
         """
-        combined_data = []
-        for cached_data in cached_data_list:
-            for element in cached_data:
-                combined_data.append(element)
-        return combined_data
+        if not non_cached_cells:
+            return None  # All cells were cached
+
+        # Initialize the non-cached bounding box with extreme values
+        min_lat, min_lon, max_lat, max_lon = float('inf'), float('inf'), float('-inf'), float('-inf')
+
+        # Iterate over non-cached cells to find the new bounding box
+        for cell in non_cached_cells:
+            cell_min_lat, cell_min_lon, cell_max_lat, cell_max_lon = Overpass._get_bbox_from_grid_cell(cell)
+
+            min_lat = min(min_lat, cell_min_lat)
+            min_lon = min(min_lon, cell_min_lon)
+            max_lat = max(max_lat, cell_max_lat)
+            max_lon = max(max_lon, cell_max_lon)
+
+        # If no update to bounding box, return the original
+        if min_lat == float('inf') or min_lon == float('inf'):
+            return None
+
+        return (max(min_lat, original_bbox[0]), 
+                max(min_lon, original_bbox[1]), 
+                min(max_lat, original_bbox[2]), 
+                min(max_lon, original_bbox[3]))
+
+
+    @staticmethod
+    def _filter_landmarks(elements: List[dict], bbox: BBOX) -> List[dict]:
+        """
+        Filters elements based on whether their coordinates are inside the given bbox.
+
+        Args:
+        - elements (list of dict): List of elements containing coordinates.
+        - bbox (tuple): A bounding box defined as (min_lat, min_lon, max_lat, max_lon).
+
+        Returns:
+        - list: A list of elements whose coordinates are inside the bounding box.
+        """
+
+        filtered_elements = []
+        min_lat, min_lon, max_lat, max_lon = bbox
+
+        for elem in elements:
+            # Extract coordinates based on the 'type' of element
+            if elem.get('type') != 'node':
+                center = elem.get('center', {})
+                lat = float(center.get('lat', 0))
+                lon = float(center.get('lon', 0))
+            else:
+                lat = float(elem.get('lat', 0))
+                lon = float(elem.get('lon', 0))
+
+            # Check if the coordinates fall within the given bounding box
+            if min_lat <= lat <= max_lat and min_lon <= lon <= max_lon:
+                filtered_elements.append(elem)
+
+        return filtered_elements
 
 
 def get_base_info(elem: dict, osm_type: OSM_TYPES, with_name=False) :
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index a865942..e44bba8 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -27,11 +27,13 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
         "/trip/new",
         json={
             "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
-            "nature": {"type": "nature", "score": 5},
+            "nature": {"type": "nature", "score": 0},
             "shopping": {"type": "shopping", "score": 0},
             "max_time_minute": duration_minutes,
             "detour_tolerance_minute": 0},
-            "start": [48.084588, 7.280405]
+            # "start": [48.084588, 7.280405]
+            # "start": [45.74445023349939, 4.8222687890538865]
+            "start": [45.75156398104873, 4.827154464827647]
             }
         )
     result = response.json()
@@ -56,7 +58,7 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
-
+'''
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
@@ -342,3 +344,4 @@ def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     assert comp_time < 30, f"Computation time exceeded 30 seconds: {comp_time:.2f} seconds"
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
+'''
\ No newline at end of file

From 080ecd28aeefff940d369cc4ff6b9f81ff2ccacc Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Wed, 29 Jan 2025 09:37:03 +0100
Subject: [PATCH 22/22] all tests

---
 backend/src/tests/test_main.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
index e44bba8..b3f1c1a 100644
--- a/backend/src/tests/test_main.py
+++ b/backend/src/tests/test_main.py
@@ -58,7 +58,6 @@ def test_turckheim(client, request):    # pylint: disable=redefined-outer-name
     assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
     # assert 2!= 3
 
-'''
 def test_bellecour(client, request) :   # pylint: disable=redefined-outer-name
     """
     Test n°2 : Custom test in Lyon centre to ensure proper decision making in crowded area.
@@ -343,5 +342,4 @@ def test_shopping(client, request) :   # pylint: disable=redefined-outer-name
     assert response.status_code == 200  # check for successful planning
     assert comp_time < 30, f"Computation time exceeded 30 seconds: {comp_time:.2f} seconds"
     assert duration_minutes*0.8 < result['total_time'], f"Trip too short: {result['total_time']} instead of {duration_minutes}"
-    assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
-'''
\ No newline at end of file
+    assert duration_minutes*1.2 > result['total_time'], f"Trip too long: {result['total_time']} instead of {duration_minutes}"
\ No newline at end of file
