From b1b09ccf5894b06bca1c618ccded184193fa4617 Mon Sep 17 00:00:00 2001
From: Helldragon67 <kilian.scheidecker@orange.fr>
Date: Fri, 13 Dec 2024 09:01:01 +0100
Subject: [PATCH] new test against cache

---
 backend/report.html             |  8 ++---
 backend/src/tests/test_cache.py | 42 ++++++++++++++++++++++
 backend/src/tests/test_utils.py | 63 +++++++++++++++++++++++++++------
 3 files changed, 98 insertions(+), 15 deletions(-)
 create mode 100644 backend/src/tests/test_cache.py
diff --git a/backend/report.html b/backend/report.html
index 3280295..d46b72d 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 13-Dec-2024 at 07:40:03 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 13-Dec-2024 at 08:58:37 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ div.media {
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">11 tests took 00:00:03.</p>
+        <p class="run-count">12 tests took 865 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()">
@@ -395,7 +395,7 @@ div.media {
             <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">9 Passed,</span>
+            <span class="passed">10 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-6.8.0-50-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;metadata&#34;: &#34;3.1.1&#34;, &#34;anyio&#34;: &#34;4.6.2.post1&#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;232 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;13 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;13 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;11 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;11 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;10 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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) - 4 - La Fecht (99 | 5) - 4 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;13 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;15 min&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 stdout call -----------------------------\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;location&amp;#x27;: [48.084588, 7.280405], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;771e3bad-a5ec-4d99-a3d6-6adba854f75f&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 4, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;f9e96d15-cb47-4c68-a115-b125d395a619&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;La Fecht&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;nature&amp;#x27;, &amp;#x27;location&amp;#x27;: [48.0863902, 7.2812045], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 83013892, &amp;#x27;attractiveness&amp;#x27;: 99, &amp;#x27;n_tags&amp;#x27;: 4, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 5, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;f9e96d15-cb47-4c68-a115-b125d395a619&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 4, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;da682522-afee-4c5b-86c4-0464546b5864&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;location&amp;#x27;: [48.084588, 7.280405], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;end&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;da682522-afee-4c5b-86c4-0464546b5864&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 0, &amp;#x27;next_uuid&amp;#x27;: None}\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) - 3 - M\u00e9morial Lyonnais du G\u00e9nocide Arm\u00e9nien (265 | 5) - 4 - \u00c9glise Saint-Fran\u00e7ois-de-Sales (211 | 5) - 4 - Chapelle des J\u00e9suites (161 | 5) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;33 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;30 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;618 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 0x7f47a1f189b0&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        duration_minutes = 30\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        osm_ids = landmarks_to_osmid(landmarks)\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert duration_minutes*0.8 &amp;lt; int(result[&amp;#x27;total_time&amp;#x27;]) &amp;lt; duration_minutes*1.2\n&amp;gt;       assert 136200148 in osm_ids         # check for Cath\u00e9drale St. Jean in trip\nE       assert 136200148 in [0, 265922306, 82260098, 144904193, 0]\n\nsrc/tests/test_main.py:78: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7576485, 4.8330241], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;cbf9d10a-84da-4317-afa1-fa8ee370a1b4&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 3, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;780f0119-78c3-445f-9d39-b0a45f9c316a&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;M\u00e9morial Lyonnais du G\u00e9nocide Arm\u00e9nien&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;sightseeing&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7564328, 4.8340045], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 265922306, &amp;#x27;attractiveness&amp;#x27;: 265, &amp;#x27;n_tags&amp;#x27;: 9, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 5, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;780f0119-78c3-445f-9d39-b0a45f9c316a&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 4, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;9022486e-76d0-4a7a-900e-91c6a16c46e5&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;\u00c9glise Saint-Fran\u00e7ois-de-Sales&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;sightseeing&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7553013, 4.8318315], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 82260098, &amp;#x27;attractiveness&amp;#x27;: 211, &amp;#x27;n_tags&amp;#x27;: 9, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 5, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;9022486e-76d0-4a7a-900e-91c6a16c46e5&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 4, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;b9512def-188f-422b-a995-8181f7d3f933&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Chapelle des J\u00e9suites&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;sightseeing&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7558343, 4.8287635], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 144904193, &amp;#x27;attractiveness&amp;#x27;: 161, &amp;#x27;n_tags&amp;#x27;: 8, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 5, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;b9512def-188f-422b-a995-8181f7d3f933&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 7, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;0a0e8d05-b1c2-49ed-add0-03e1532c1895&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7576485, 4.8330241], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;end&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;0a0e8d05-b1c2-49ed-add0-03e1532c1895&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 0, &amp;#x27;next_uuid&amp;#x27;: None}\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) - 39 - P\u00f4le de Commerces et de Loisirs Confluence (237 | 30) - 47 - Cordeliers (554 | 45) - 8 - Grand H\u00f4tel-Dieu (519 | 30) - 25 - Muji (377 | 30) - 3 - Galeries Lafayette (267 | 30) - 2 - Cour Oxyg\u00e8ne (108 | 30) - 1 - HEMA (195 | 30) - 2 - Westfield La Part-Dieu (598 | 30) - 19 - Chinatown (106 | 45) - 16 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;462 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;client = &amp;lt;starlette.testclient.TestClient object at 0x7f47a1f189b0&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        duration_minutes = 600\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        # osm_ids = landmarks_to_osmid(landmarks)\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; int(result[&amp;#x27;total_time&amp;#x27;]) &amp;lt; duration_minutes*1.2\nE       assert (600 * 0.8) &amp;lt; 462\nE        +  where 462 = int(462)\n\nsrc/tests/test_main.py:110: AssertionError\n\n----------------------------- Captured stdout call -----------------------------\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7576485, 4.8330241], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;start&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;9159196c-1b76-4b08-9fa6-320b5c6bd36e&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 39, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;0f8d985b-3d4a-473e-955d-61fee443f990&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;P\u00f4le de Commerces et de Loisirs Confluence&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7410414, 4.8171031], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 440270633, &amp;#x27;attractiveness&amp;#x27;: 237, &amp;#x27;n_tags&amp;#x27;: 14, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;https://www.confluence.fr/&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;0f8d985b-3d4a-473e-955d-61fee443f990&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 47, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;065eaaef-c25d-43c1-baf5-46bbb784613b&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Cordeliers&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.762186042960266, 4.833812418411551], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;node&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 5545183519, &amp;#x27;attractiveness&amp;#x27;: 554, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 45, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;065eaaef-c25d-43c1-baf5-46bbb784613b&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 8, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;96ce818e-b82a-4902-8c90-b38e6167388d&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Grand H\u00f4tel-Dieu&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7586955, 4.8364597], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;relation&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 300128, &amp;#x27;attractiveness&amp;#x27;: 519, &amp;#x27;n_tags&amp;#x27;: 22, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;https://grand-hotel-dieu.com&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;96ce818e-b82a-4902-8c90-b38e6167388d&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 25, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;f7f4fc59-de56-40d8-acf6-a2649ab0d689&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Muji&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7615971, 4.8543781], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 1044165817, &amp;#x27;attractiveness&amp;#x27;: 377, &amp;#x27;n_tags&amp;#x27;: 14, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;https://www.muji.com/fr/&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: &amp;#x27;Muji&amp;#x27;, &amp;#x27;uuid&amp;#x27;: &amp;#x27;f7f4fc59-de56-40d8-acf6-a2649ab0d689&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 3, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;ea4ece0e-ef51-4234-8019-5bded852538f&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Galeries Lafayette&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7627107, 4.8556833], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 1069872743, &amp;#x27;attractiveness&amp;#x27;: 267, &amp;#x27;n_tags&amp;#x27;: 11, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;http://www.galerieslafayette.com/&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;ea4ece0e-ef51-4234-8019-5bded852538f&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 2, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;0ba74af7-6f73-4fac-b5b4-952cfac4a8cb&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Cour Oxyg\u00e8ne&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7620905, 4.8568873], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 132673030, &amp;#x27;attractiveness&amp;#x27;: 108, &amp;#x27;n_tags&amp;#x27;: 6, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;0ba74af7-6f73-4fac-b5b4-952cfac4a8cb&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 1, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;48db71e4-e0cb-497b-82fb-56c092ce9b8b&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;HEMA&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7619133, 4.8565239], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 1069872750, &amp;#x27;attractiveness&amp;#x27;: 195, &amp;#x27;n_tags&amp;#x27;: 9, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;https://fr.westfield.com/lapartdieu/store/HEMA/www.hema.fr&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;48db71e4-e0cb-497b-82fb-56c092ce9b8b&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 2, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;23d841eb-f1aa-4a3a-bf3a-7401dd6e5f4b&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Westfield La Part-Dieu&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.761331, 4.855676], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 62338376, &amp;#x27;attractiveness&amp;#x27;: 598, &amp;#x27;n_tags&amp;#x27;: 23, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: &amp;#x27;https://fr.westfield.com/lapartdieu&amp;#x27;, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 30, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;23d841eb-f1aa-4a3a-bf3a-7401dd6e5f4b&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 19, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;00152252-843d-40cb-b8fe-b80455f7fde7&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;Chinatown&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;shopping&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7555139490566, 4.84416276981132], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;way&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 996515596, &amp;#x27;attractiveness&amp;#x27;: 106, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 45, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;00152252-843d-40cb-b8fe-b80455f7fde7&amp;#x27;, &amp;#x27;must_do&amp;#x27;: False, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 16, &amp;#x27;next_uuid&amp;#x27;: &amp;#x27;82f03711-9d01-4c2e-8977-193e3c6aa780&amp;#x27;}\nAPI Response of type &amp;lt;class &amp;#x27;dict&amp;#x27;&amp;gt; in json format: {&amp;#x27;name&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;type&amp;#x27;: &amp;#x27;finish&amp;#x27;, &amp;#x27;location&amp;#x27;: [45.7576485, 4.8330241], &amp;#x27;osm_type&amp;#x27;: &amp;#x27;end&amp;#x27;, &amp;#x27;osm_id&amp;#x27;: 0, &amp;#x27;attractiveness&amp;#x27;: 0, &amp;#x27;n_tags&amp;#x27;: 0, &amp;#x27;image_url&amp;#x27;: None, &amp;#x27;website_url&amp;#x27;: None, &amp;#x27;description&amp;#x27;: None, &amp;#x27;duration&amp;#x27;: 0, &amp;#x27;name_en&amp;#x27;: None, &amp;#x27;uuid&amp;#x27;: &amp;#x27;82f03711-9d01-4c2e-8977-193e3c6aa780&amp;#x27;, &amp;#x27;must_do&amp;#x27;: True, &amp;#x27;must_avoid&amp;#x27;: False, &amp;#x27;is_secondary&amp;#x27;: False, &amp;#x27;time_to_reach_next&amp;#x27;: 0, &amp;#x27;next_uuid&amp;#x27;: None}\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-6.8.0-50-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;metadata&#34;: &#34;3.1.1&#34;, &#34;anyio&#34;: &#34;4.6.2.post1&#34;}}, &#34;tests&#34;: {&#34;src/tests/test_cache.py::test_cache&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;src/tests/test_cache.py::test_cache&#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_cache.py::test_cache&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;77 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;No log output captured.&#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;No log output captured.&#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;No log output captured.&#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;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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) - 4 - La Fecht (99 | 5) - 4 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;13 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;15 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;19 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#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) - 3 - M\u00e9morial Lyonnais du G\u00e9nocide Arm\u00e9nien (265 | 5) - 4 - \u00c9glise Saint-Fran\u00e7ois-de-Sales (211 | 5) - 4 - Chapelle des J\u00e9suites (161 | 5) - 7 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;33 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;30 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;129 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 0x7eb8bb831310&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        duration_minutes = 30\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        osm_ids = landmarks_to_osmid(landmarks)\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n        assert duration_minutes*0.8 &amp;lt; int(result[&amp;#x27;total_time&amp;#x27;]) &amp;lt; duration_minutes*1.2\n&amp;gt;       assert 136200148 in osm_ids         # check for Cath\u00e9drale St. Jean in trip\nE       assert 136200148 in [0, 265922306, 82260098, 144904193, 0]\n\nsrc/tests/test_main.py:78: AssertionError\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) - 39 - P\u00f4le de Commerces et de Loisirs Confluence (237 | 30) - 47 - Cordeliers (554 | 45) - 8 - Grand H\u00f4tel-Dieu (519 | 30) - 25 - Muji (377 | 30) - 3 - Galeries Lafayette (267 | 30) - 2 - Cour Oxyg\u00e8ne (108 | 30) - 1 - HEMA (195 | 30) - 2 - Westfield La Part-Dieu (598 | 30) - 19 - Chinatown (106 | 45) - 16 - finish (0 | 0) - 0&lt;/td&gt;&#34;, &#34;&lt;td&gt;462 min&lt;/td&gt;&#34;, &#34;&lt;td&gt;600 min&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;616 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 0x7eb8bb831310&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        duration_minutes = 600\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        # osm_ids = landmarks_to_osmid(landmarks)\n    \n        # Add details to report\n        log_trip_details(request, landmarks, result[&amp;#x27;total_time&amp;#x27;], duration_minutes)\n    \n        # checks :\n        assert response.status_code == 200  # check for successful planning\n&amp;gt;       assert duration_minutes*0.8 &amp;lt; int(result[&amp;#x27;total_time&amp;#x27;]) &amp;lt; duration_minutes*1.2\nE       assert (600 * 0.8) &amp;lt; 462\nE        +  where 462 = int(462)\n\nsrc/tests/test_main.py:110: AssertionError\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/tests/test_cache.py b/backend/src/tests/test_cache.py
new file mode 100644
index 0000000..d2cfaca
--- /dev/null
+++ b/backend/src/tests/test_cache.py
@@ -0,0 +1,42 @@
+"""Collection of tests to ensure correct handling of invalid input."""
+
+from fastapi.testclient import TestClient
+import pytest
+
+from .test_utils import load_trip_landmarks
+from ..main import app
+
+
+@pytest.fixture(scope="module")
+def client():
+    """Client used to call the app."""
+    return TestClient(app)
+
+
+def test_cache(client, request):    # pylint: disable=redefined-outer-name
+    """
+    Test n°1 : Custom test in Turckheim to ensure small villages are also supported.
+
+    Args:
+        client:
+        request:
+    """
+    duration_minutes = 15
+    response = client.post(
+        "/trip/new",
+        json={
+            "preferences": {"sightseeing": {"type": "sightseeing", "score": 5},
+            "nature": {"type": "nature", "score": 5},
+            "shopping": {"type": "shopping", "score": 5},
+            "max_time_minute": duration_minutes,
+            "detour_tolerance_minute": 0},
+            "start": [48.084588, 7.280405]
+            }
+        )
+    result = response.json()
+    landmarks = load_trip_landmarks(client, result['first_landmark_uuid'])
+    landmarks_cached = load_trip_landmarks(client, result['first_landmark_uuid'], True)
+
+    # checks :
+    assert response.status_code == 200  # check for successful planning
+    assert landmarks_cached == landmarks
diff --git a/backend/src/tests/test_utils.py b/backend/src/tests/test_utils.py
index f36bb33..ed4e271 100644
--- a/backend/src/tests/test_utils.py
+++ b/backend/src/tests/test_utils.py
@@ -2,8 +2,10 @@
 import logging
 from typing import List
 from fastapi import HTTPException
+from pydantic import ValidationError
 
 from ..structs.landmark import Landmark
+from ..persistence import client as cache_client
 
 
 def landmarks_to_osmid(landmarks: List[Landmark]) -> List[int] :
@@ -42,18 +44,58 @@ def fetch_landmark(client, landmark_uuid: str):
     try:
         json_data = response.json()
         logger.info(f"API Response: {json_data}")
-        print(f"API Response of type {type(json_data)} in json format: {json_data}")
     except ValueError as e:
         logger.error(f"Failed to parse response as JSON: {response.text}")
         raise HTTPException(status_code=500, detail="Invalid response format from API")
+    
+    # Try validating against the Landmark model here to ensure consistency
+    try:
+        landmark = Landmark(**json_data)
+    except ValidationError as ve:
+        logging.error(f"Validation error: {ve}")
+        raise HTTPException(status_code=500, detail="Invalid data format received from API")
+    
 
     if "detail" in json_data:
         raise HTTPException(status_code=500, detail=json_data["detail"])
 
-    return json_data
+    return Landmark(**json_data)
 
 
-def load_trip_landmarks(client, first_uuid: str) -> List[Landmark]:
+def fetch_landmark_cache(landmark_uuid: str):
+    """
+    Fetch landmark data from the cache based on the landmark UUID.
+
+    Args:
+        landmark_uuid (str): The UUID of the landmark.
+
+    Returns:
+        dict: Landmark data fetched from the cache or raises an HTTP exception.
+    """
+    logger = logging.getLogger(__name__)
+
+    # Try to fetch the landmark data from the cache
+    try:
+        landmark = cache_client.get(f"landmark_{landmark_uuid}")
+        if not landmark :
+            logger.warning(f"Cache miss for landmark UUID: {landmark_uuid}")
+            raise HTTPException(status_code=404, detail=f"Landmark with UUID {landmark_uuid} not found in cache.")
+        
+        # Validate that the fetched data is a dictionary
+        if not isinstance(landmark, Landmark):
+            logger.error(f"Invalid cache data format for landmark UUID: {landmark_uuid}. Expected dict, got {type(landmark).__name__}.")
+            raise HTTPException(status_code=500, detail="Invalid cache data format.")
+
+        return landmark
+    
+    except Exception as exc:
+        logger.error(f"Unexpected error occurred while fetching landmark UUID {landmark_uuid}: {exc}")
+        raise HTTPException(status_code=500, detail="An unexpected error occurred while fetching the landmark from the cache") from exc
+    
+    
+
+
+def load_trip_landmarks(client, first_uuid: str, from_cache=None) -> List[Landmark]:
     """
     Load all landmarks for a trip using the response from the API.
 
@@ -67,14 +109,13 @@ def load_trip_landmarks(client, first_uuid: str) -> List[Landmark]:
     next_uuid = first_uuid
 
     while next_uuid is not None:
-        landmark_data = fetch_landmark(client, next_uuid)
-        # # Convert UUIDs to strings explicitly
-        # landmark_data = {
-        #     key: str(value) if isinstance(value, UUID) else value
-        #     for key, value in landmark_data.items()
-        # }
-        landmarks.append(Landmark(**landmark_data)) # Create Landmark objects
-        next_uuid = landmark_data.get('next_uuid')  # Prepare for the next iteration
+        if from_cache :
+            landmark = fetch_landmark_cache(next_uuid)
+        else :
+            landmark = fetch_landmark(client, next_uuid)
+
+        landmarks.append(landmark)
+        next_uuid = landmark.next_uuid  # Prepare for the next iteration
 
     return landmarks
 
