From d9061388dde99e932bb45443f250bdb1cee70a82 Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sat, 28 Dec 2024 13:57:04 +0100
Subject: [PATCH 1/6] use additional loki logger

---
 backend/Pipfile                          |    1 +
 backend/Pipfile.lock                     |   11 +-
 backend/deployment                       |    2 +-
 backend/report.html                      | 1094 ----------------------
 backend/src/{persistence.py => cache.py} |    0
 backend/src/constants.py                 |   30 +-
 backend/src/main.py                      |    2 +-
 backend/src/tests/test_utils.py          |    2 +-
 8 files changed, 36 insertions(+), 1106 deletions(-)
 delete mode 100644 backend/report.html
 rename backend/src/{persistence.py => cache.py} (100%)

diff --git a/backend/Pipfile b/backend/Pipfile
index 4d06a94..1f9a632 100644
--- a/backend/Pipfile
+++ b/backend/Pipfile
@@ -25,3 +25,4 @@ pymemcache = "*"
 fastapi-cli = "*"
 scikit-learn = "*"
 pyqt6 = "*"
+loki-logger-handler = "*"
diff --git a/backend/Pipfile.lock b/backend/Pipfile.lock
index 880b9a6..b13bd13 100644
--- a/backend/Pipfile.lock
+++ b/backend/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "bb22b4e28c7aa199c94b688ad93d3ab0ccf1089a172131f4aec03b78e7bd7f1c"
+            "sha256": "6edd6644586e8814a0b4526adb3352dfc17828ca129de7a68c1d5929efe94daa"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -507,6 +507,15 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.4.7"
         },
+        "loki-logger-handler": {
+            "hashes": [
+                "sha256:aa1a9c933282c134a1e4271aba3cbaa2a3660eab6ea415bad7a072444ab98aa8",
+                "sha256:f6114727a9e5e6f3f2058b9b5324d1cab6d1a04e802079f7b57a8aeb7bd0a112"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '2.7'",
+            "version": "==1.0.2"
+        },
         "lxml": {
             "hashes": [
                 "sha256:01220dca0d066d1349bd6a1726856a78f7929f3878f7e2ee83c296c69495309e",
diff --git a/backend/deployment b/backend/deployment
index 718df09..4f0a028 160000
--- a/backend/deployment
+++ b/backend/deployment
@@ -1 +1 @@
-Subproject commit 718df09e88b63c9524c882ccbb8247ca1448d3ff
+Subproject commit 4f0a0289fcf8a7755d7dc1a76b443fe1233685ae
diff --git a/backend/report.html b/backend/report.html
deleted file mode 100644
index d46b72d..0000000
--- a/backend/report.html
+++ /dev/null
@@ -1,1094 +0,0 @@
-<!DOCTYPE html>
-<html>
-  <head>
-    <meta charset="utf-8"/>
-    <title id="head-title">Backend Testing Report</title>
-      <style type="text/css">body {
-  font-family: Helvetica, Arial, sans-serif;
-  font-size: 12px;
-  /* do not increase min-width as some may use split screens */
-  min-width: 800px;
-  color: #999;
-}
-
-h1 {
-  font-size: 24px;
-  color: black;
-}
-
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-  font-size: 16px;
-  color: black;
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-
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-  color: black;
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-
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-  color: #999;
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-
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-  border-collapse: collapse;
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-
-/******************************
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- ******************************/
-#environment td {
-  padding: 5px;
-  border: 1px solid #e6e6e6;
-  vertical-align: top;
-}
-#environment tr:nth-child(odd) {
-  background-color: #f6f6f6;
-}
-#environment ul {
-  margin: 0;
-  padding: 0 20px;
-}
-
-/******************************
- * TEST RESULT COLORS
- ******************************/
-span.passed,
-.passed .col-result {
-  color: green;
-}
-
-span.skipped,
-span.xfailed,
-span.rerun,
-.skipped .col-result,
-.xfailed .col-result,
-.rerun .col-result {
-  color: orange;
-}
-
-span.error,
-span.failed,
-span.xpassed,
-.error .col-result,
-.failed .col-result,
-.xpassed .col-result {
-  color: red;
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-
-.col-links__extra {
-  margin-right: 3px;
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-
-/******************************
- * RESULTS TABLE
- *
- * 1. Table Layout
- * 2. Extra
- * 3. Sorting items
- *
- ******************************/
-/*------------------
- * 1. Table Layout
- *------------------*/
-#results-table {
-  border: 1px solid #e6e6e6;
-  color: #999;
-  font-size: 12px;
-  width: 100%;
-}
-#results-table th,
-#results-table td {
-  padding: 5px;
-  border: 1px solid #e6e6e6;
-  text-align: left;
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-  font-weight: bold;
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- * 2. Extra
- *------------------*/
-.logwrapper {
-  max-height: 230px;
-  overflow-y: scroll;
-  background-color: #e6e6e6;
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-.logwrapper.expanded {
-  max-height: none;
-}
-.logwrapper.expanded .logexpander:after {
-  content: "collapse [-]";
-}
-.logwrapper .logexpander {
-  z-index: 1;
-  position: sticky;
-  top: 10px;
-  width: max-content;
-  border: 1px solid;
-  border-radius: 3px;
-  padding: 5px 7px;
-  margin: 10px 0 10px calc(100% - 80px);
-  cursor: pointer;
-  background-color: #e6e6e6;
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-.logwrapper .logexpander:after {
-  content: "expand [+]";
-}
-.logwrapper .logexpander:hover {
-  color: #000;
-  border-color: #000;
-}
-.logwrapper .log {
-  min-height: 40px;
-  position: relative;
-  top: -50px;
-  height: calc(100% + 50px);
-  border: 1px solid #e6e6e6;
-  color: black;
-  display: block;
-  font-family: "Courier New", Courier, monospace;
-  padding: 5px;
-  padding-right: 80px;
-  white-space: pre-wrap;
-}
-
-div.media {
-  border: 1px solid #e6e6e6;
-  float: right;
-  height: 240px;
-  margin: 0 5px;
-  overflow: hidden;
-  width: 320px;
-}
-
-.media-container {
-  display: grid;
-  grid-template-columns: 25px auto 25px;
-  align-items: center;
-  flex: 1 1;
-  overflow: hidden;
-  height: 200px;
-}
-
-.media-container--fullscreen {
-  grid-template-columns: 0px auto 0px;
-}
-
-.media-container__nav--right,
-.media-container__nav--left {
-  text-align: center;
-  cursor: pointer;
-}
-
-.media-container__viewport {
-  cursor: pointer;
-  text-align: center;
-  height: inherit;
-}
-.media-container__viewport img,
-.media-container__viewport video {
-  object-fit: cover;
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-  max-height: 100%;
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-.media__name,
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-.collapsible td:not(.col-links) {
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-.collapsible td:not(.col-links):hover::after {
-  color: #bbb;
-  font-style: italic;
-  cursor: pointer;
-}
-
-.col-result {
-  width: 130px;
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-.col-result:hover::after {
-  content: " (hide details)";
-}
-
-.col-result.collapsed:hover::after {
-  content: " (show details)";
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-#environment-header h2:hover::after {
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-#environment-header.collapsed h2:hover::after {
-  content: " (show details)";
-  color: #bbb;
-  font-style: italic;
-  cursor: pointer;
-  font-size: 12px;
-}
-
-/*------------------
- * 3. Sorting items
- *------------------*/
-.sortable {
-  cursor: pointer;
-}
-.sortable.desc:after {
-  content: " ";
-  position: relative;
-  left: 5px;
-  bottom: -12.5px;
-  border: 10px solid #4caf50;
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-.hidden, .summary__reload__button.hidden {
-  display: none;
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-.summary__data {
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-.summary__reload {
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-.controls {
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-      </style>
-    
-  </head>
-  <body>
-    <h1 id="title">Backend Testing Report</h1>
-    <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>
-    </div>
-    <table id="environment"></table>
-    <!-- TEMPLATES -->
-      <template id="template_environment_row">
-      <tr>
-        <td></td>
-        <td></td>
-      </tr>
-    </template>
-    <template id="template_results-table__body--empty">
-      <tbody class="results-table-row">
-        <tr id="not-found-message">
-          <td colspan="7">No results found. Check the filters.</th>
-        </tr>
-    </template>
-    <template id="template_results-table__tbody">
-      <tbody class="results-table-row">
-        <tr class="collapsible">
-        </tr>
-        <tr class="extras-row">
-          <td class="extra" colspan="7">
-            <div class="extraHTML"></div>
-            <div class="media">
-              <div class="media-container">
-                  <div class="media-container__nav--left"><</div>
-                  <div class="media-container__viewport">
-                    <img src="" />
-                    <video controls>
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-      <div class="summary__data">
-        <h2>Summary</h2>
-        <div class="additional-summary prefix">
-        </div>
-        <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()">
-            <div>There are still tests running. <br />Reload this page to get the latest results!</div>
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-          <th>Detailed trip</th>
-          <th>Trip Duration</th>
-          <th>Target Duration</th>
-          <th>Execution time</th>
-          <th>Links</th>
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-      </thead>
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-  </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_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;, 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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 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&#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>
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-    const { testSubset } = manager
-
-    renderContent(testSubset)
-    renderDerived()
-}
-
-module.exports = {
-    redraw,
-    bindEvents,
-    renderStatic,
-}
-
-},{"./datamanager.js":1,"./dom.js":2,"./filter.js":3,"./sort.js":7,"./storage.js":8}],6:[function(require,module,exports){
-class MediaViewer {
-    constructor(assets) {
-        this.assets = assets
-        this.index = 0
-    }
-
-    nextActive() {
-        this.index = this.index === this.assets.length - 1 ? 0 : this.index + 1
-        return [this.activeFile, this.index]
-    }
-
-    prevActive() {
-        this.index = this.index === 0 ? this.assets.length - 1 : this.index -1
-        return [this.activeFile, this.index]
-    }
-
-    get currentIndex() {
-        return this.index
-    }
-
-    get activeFile() {
-        return this.assets[this.index]
-    }
-}
-
-
-const setup = (resultBody, assets) => {
-    if (!assets.length) {
-        resultBody.querySelector('.media').classList.add('hidden')
-        return
-    }
-
-    const mediaViewer = new MediaViewer(assets)
-    const container = resultBody.querySelector('.media-container')
-    const leftArrow = resultBody.querySelector('.media-container__nav--left')
-    const rightArrow = resultBody.querySelector('.media-container__nav--right')
-    const mediaName = resultBody.querySelector('.media__name')
-    const counter = resultBody.querySelector('.media__counter')
-    const imageEl = resultBody.querySelector('img')
-    const sourceEl = resultBody.querySelector('source')
-    const videoEl = resultBody.querySelector('video')
-
-    const setImg = (media, index) => {
-        if (media?.format_type === 'image') {
-            imageEl.src = media.path
-
-            imageEl.classList.remove('hidden')
-            videoEl.classList.add('hidden')
-        } else if (media?.format_type === 'video') {
-            sourceEl.src = media.path
-
-            videoEl.classList.remove('hidden')
-            imageEl.classList.add('hidden')
-        }
-
-        mediaName.innerText = media?.name
-        counter.innerText = `${index + 1} / ${assets.length}`
-    }
-    setImg(mediaViewer.activeFile, mediaViewer.currentIndex)
-
-    const moveLeft = () => {
-        const [media, index] = mediaViewer.prevActive()
-        setImg(media, index)
-    }
-    const doRight = () => {
-        const [media, index] = mediaViewer.nextActive()
-        setImg(media, index)
-    }
-    const openImg = () => {
-        window.open(mediaViewer.activeFile.path, '_blank')
-    }
-    if (assets.length === 1) {
-        container.classList.add('media-container--fullscreen')
-    } else {
-        leftArrow.addEventListener('click', moveLeft)
-        rightArrow.addEventListener('click', doRight)
-    }
-    imageEl.addEventListener('click', openImg)
-}
-
-module.exports = {
-    setup,
-}
-
-},{}],7:[function(require,module,exports){
-const { manager } = require('./datamanager.js')
-const storageModule = require('./storage.js')
-
-const genericSort = (list, key, ascending, customOrder) => {
-    let sorted
-    if (customOrder) {
-        sorted = list.sort((a, b) => {
-            const aValue = a.result.toLowerCase()
-            const bValue = b.result.toLowerCase()
-
-            const aIndex = customOrder.findIndex((item) => item.toLowerCase() === aValue)
-            const bIndex = customOrder.findIndex((item) => item.toLowerCase() === bValue)
-
-            // Compare the indices to determine the sort order
-            return aIndex - bIndex
-        })
-    } else {
-        sorted = list.sort((a, b) => a[key] === b[key] ? 0 : a[key] > b[key] ? 1 : -1)
-    }
-
-    if (ascending) {
-        sorted.reverse()
-    }
-    return sorted
-}
-
-const durationSort = (list, ascending) => {
-    const parseDuration = (duration) => {
-        if (duration.includes(':')) {
-            // If it's in the format "HH:mm:ss"
-            const [hours, minutes, seconds] = duration.split(':').map(Number)
-            return (hours * 3600 + minutes * 60 + seconds) * 1000
-        } else {
-            // If it's in the format "nnn ms"
-            return parseInt(duration)
-        }
-    }
-    const sorted = list.sort((a, b) => parseDuration(a['duration']) - parseDuration(b['duration']))
-    if (ascending) {
-        sorted.reverse()
-    }
-    return sorted
-}
-
-const doInitSort = () => {
-    const type = storageModule.getSort(manager.initialSort)
-    const ascending = storageModule.getSortDirection()
-    const list = manager.testSubset
-    const initialOrder = ['Error', 'Failed', 'Rerun', 'XFailed', 'XPassed', 'Skipped', 'Passed']
-
-    storageModule.setSort(type)
-    storageModule.setSortDirection(ascending)
-
-    if (type?.toLowerCase() === 'original') {
-        manager.setRender(list)
-    } else {
-        let sortedList
-        switch (type) {
-        case 'duration':
-            sortedList = durationSort(list, ascending)
-            break
-        case 'result':
-            sortedList = genericSort(list, type, ascending, initialOrder)
-            break
-        default:
-            sortedList = genericSort(list, type, ascending)
-            break
-        }
-        manager.setRender(sortedList)
-    }
-}
-
-const doSort = (type, skipDirection) => {
-    const newSortType = storageModule.getSort(manager.initialSort) !== type
-    const currentAsc = storageModule.getSortDirection()
-    let ascending
-    if (skipDirection) {
-        ascending = currentAsc
-    } else {
-        ascending = newSortType ? false : !currentAsc
-    }
-    storageModule.setSort(type)
-    storageModule.setSortDirection(ascending)
-
-    const list = manager.testSubset
-    const sortedList = type === 'duration' ? durationSort(list, ascending) : genericSort(list, type, ascending)
-    manager.setRender(sortedList)
-}
-
-module.exports = {
-    doInitSort,
-    doSort,
-}
-
-},{"./datamanager.js":1,"./storage.js":8}],8:[function(require,module,exports){
-const possibleFilters = [
-    'passed',
-    'skipped',
-    'failed',
-    'error',
-    'xfailed',
-    'xpassed',
-    'rerun',
-]
-
-const getVisible = () => {
-    const url = new URL(window.location.href)
-    const settings = new URLSearchParams(url.search).get('visible')
-    const lower = (item) => {
-        const lowerItem = item.toLowerCase()
-        if (possibleFilters.includes(lowerItem)) {
-            return lowerItem
-        }
-        return null
-    }
-    return settings === null ?
-        possibleFilters :
-        [...new Set(settings?.split(',').map(lower).filter((item) => item))]
-}
-
-const hideCategory = (categoryToHide) => {
-    const url = new URL(window.location.href)
-    const visibleParams = new URLSearchParams(url.search).get('visible')
-    const currentVisible = visibleParams ? visibleParams.split(',') : [...possibleFilters]
-    const settings = [...new Set(currentVisible)].filter((f) => f !== categoryToHide).join(',')
-
-    url.searchParams.set('visible', settings)
-    window.history.pushState({}, null, unescape(url.href))
-}
-
-const showCategory = (categoryToShow) => {
-    if (typeof window === 'undefined') {
-        return
-    }
-    const url = new URL(window.location.href)
-    const currentVisible = new URLSearchParams(url.search).get('visible')?.split(',').filter(Boolean) ||
-        [...possibleFilters]
-    const settings = [...new Set([categoryToShow, ...currentVisible])]
-    const noFilter = possibleFilters.length === settings.length || !settings.length
-
-    noFilter ? url.searchParams.delete('visible') : url.searchParams.set('visible', settings.join(','))
-    window.history.pushState({}, null, unescape(url.href))
-}
-
-const getSort = (initialSort) => {
-    const url = new URL(window.location.href)
-    let sort = new URLSearchParams(url.search).get('sort')
-    if (!sort) {
-        sort = initialSort || 'result'
-    }
-    return sort
-}
-
-const setSort = (type) => {
-    const url = new URL(window.location.href)
-    url.searchParams.set('sort', type)
-    window.history.pushState({}, null, unescape(url.href))
-}
-
-const getCollapsedCategory = (renderCollapsed) => {
-    let categories
-    if (typeof window !== 'undefined') {
-        const url = new URL(window.location.href)
-        const collapsedItems = new URLSearchParams(url.search).get('collapsed')
-        switch (true) {
-        case !renderCollapsed && collapsedItems === null:
-            categories = ['passed']
-            break
-        case collapsedItems?.length === 0 || /^["']{2}$/.test(collapsedItems):
-            categories = []
-            break
-        case /^all$/.test(collapsedItems) || collapsedItems === null && /^all$/.test(renderCollapsed):
-            categories = [...possibleFilters]
-            break
-        default:
-            categories = collapsedItems?.split(',').map((item) => item.toLowerCase()) || renderCollapsed
-            break
-        }
-    } else {
-        categories = []
-    }
-    return categories
-}
-
-const getSortDirection = () => JSON.parse(sessionStorage.getItem('sortAsc')) || false
-const setSortDirection = (ascending) => sessionStorage.setItem('sortAsc', ascending)
-
-const getCollapsedIds = () => JSON.parse(sessionStorage.getItem('collapsedIds')) || []
-const setCollapsedIds = (list) => sessionStorage.setItem('collapsedIds', JSON.stringify(list))
-
-module.exports = {
-    getVisible,
-    hideCategory,
-    showCategory,
-    getCollapsedIds,
-    setCollapsedIds,
-    getSort,
-    setSort,
-    getSortDirection,
-    setSortDirection,
-    getCollapsedCategory,
-    possibleFilters,
-}
-
-},{}]},{},[4]);
-    </script>
-  </footer>
-</html>
\ No newline at end of file
diff --git a/backend/src/persistence.py b/backend/src/cache.py
similarity index 100%
rename from backend/src/persistence.py
rename to backend/src/cache.py
diff --git a/backend/src/constants.py b/backend/src/constants.py
index 21ed016..303e7ed 100644
--- a/backend/src/constants.py
+++ b/backend/src/constants.py
@@ -1,4 +1,4 @@
-"""Module allowing to access the parameters of route generation"""
+"""Module setting global parameters for the application, such as logging, cache, route generation, etc."""
 
 import logging
 import os
@@ -16,19 +16,33 @@ cache_dir_string = os.getenv('OSM_CACHE_DIR', './cache')
 OSM_CACHE_DIR = Path(cache_dir_string)
 
 
-# if we are in a debug session, set verbose and rich logging
-if os.getenv('DEBUG', "false") == "true":
+# if we are in a debug (local) session, set verbose and rich logging
+debug = os.getenv('DEBUG', "false") == "true"
+if os.getenv('KUBERNETES_SERVICE_HOST', None) is not None:
+    # in that case we want to log to stdout and also to loki
+    from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
+    loki_handler = LokiLoggerHandler(
+        url=os.getenv('LOKI_URL', 'http://loki:3100'),
+        labels={'app': 'anyway', 'env': 'production' if debug else 'staging'}
+    )
+    if debug:
+        logging.basicConfig(
+            level=logging.DEBUG,
+            handlers=[loki_handler, logging.StreamHandler()]
+        )
+    else:
+        logging.basicConfig(
+            level=logging.INFO,
+            handlers=[loki_handler, logging.StreamHandler()]
+        )
+else:
+    # in that case we are local and we want to log to stdout only, but make it pretty
     from rich.logging import RichHandler
     logging.basicConfig(
         level=logging.DEBUG,
         format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
         handlers=[RichHandler()]
     )
-else:
-    logging.basicConfig(
-        level=logging.INFO,
-        format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
-    )
 
 
 MEMCACHED_HOST_PATH = os.getenv('MEMCACHED_HOST_PATH', None)
diff --git a/backend/src/main.py b/backend/src/main.py
index a2efbf1..eea3bad 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -11,7 +11,7 @@ from .utils.landmarks_manager import LandmarkManager
 from .utils.toilets_manager import ToiletsManager
 from .utils.optimizer import Optimizer
 from .utils.refiner import Refiner
-from .persistence import client as cache_client
+from .cache import client as cache_client
 
 
 logger = logging.getLogger(__name__)
diff --git a/backend/src/tests/test_utils.py b/backend/src/tests/test_utils.py
index d5b69ad..73f4ec7 100644
--- a/backend/src/tests/test_utils.py
+++ b/backend/src/tests/test_utils.py
@@ -4,7 +4,7 @@ from fastapi import HTTPException
 from pydantic import ValidationError
 
 from ..structs.landmark import Landmark
-from ..persistence import client as cache_client
+from ..cache import client as cache_client
 
 
 def landmarks_to_osmid(landmarks: list[Landmark]) -> list[int] :

From c448e2dfb76ca0a42caeb50899b44a4d31a9ce78 Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sat, 28 Dec 2024 15:52:29 +0100
Subject: [PATCH 2/6] more verbose logger setup

---
 .vscode/settings.json    |  3 ---
 backend/deployment       |  2 +-
 backend/src/constants.py | 12 ++++++++++--
 3 files changed, 11 insertions(+), 6 deletions(-)
 delete mode 100644 .vscode/settings.json

diff --git a/.vscode/settings.json b/.vscode/settings.json
deleted file mode 100644
index 9ddf6b2..0000000
--- a/.vscode/settings.json
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-    "cmake.ignoreCMakeListsMissing": true
-}
\ No newline at end of file
diff --git a/backend/deployment b/backend/deployment
index 4f0a028..904f16b 160000
--- a/backend/deployment
+++ b/backend/deployment
@@ -1 +1 @@
-Subproject commit 4f0a0289fcf8a7755d7dc1a76b443fe1233685ae
+Subproject commit 904f16bfc0624b6ab8569e0a70050aaa3bd64b3f
diff --git a/backend/src/constants.py b/backend/src/constants.py
index 303e7ed..208bfa6 100644
--- a/backend/src/constants.py
+++ b/backend/src/constants.py
@@ -21,11 +21,19 @@ debug = os.getenv('DEBUG', "false") == "true"
 if os.getenv('KUBERNETES_SERVICE_HOST', None) is not None:
     # in that case we want to log to stdout and also to loki
     from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
+    loki_url = os.getenv('LOKI_URL')
+    if loki_url is None:
+        raise ValueError("LOKI_URL environment variable is not set")
+    
     loki_handler = LokiLoggerHandler(
-        url=os.getenv('LOKI_URL', 'http://loki:3100'),
-        labels={'app': 'anyway', 'env': 'production' if debug else 'staging'}
+        url = loki_url,
+        labels = {'app': 'anyway', 'environment': 'production' if debug else 'staging'}
     )
+    print(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {debug=}")
     if debug:
+        # we need to silence the debug logs made by the loki handler
+        logging.getLogger('urllib3.connectionpool').setLevel(logging.INFO)
+
         logging.basicConfig(
             level=logging.DEBUG,
             handlers=[loki_handler, logging.StreamHandler()]

From fa083a1080277cb68df711fd92cae6cad8eacf40 Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sat, 28 Dec 2024 22:25:42 +0100
Subject: [PATCH 3/6] logging cleanup

---
 .gitea/workflows/backend_run_lint.yaml |  2 -
 .gitea/workflows/backend_run_test.yaml |  1 -
 .vscode/launch.json                    | 10 +---
 backend/Dockerfile                     |  4 +-
 backend/launcher.py                    | 82 ++++++++++++++++++++++++++
 backend/logging_config.yaml            | 29 +++++++++
 backend/src/constants.py               | 40 +------------
 backend/src/structs/landmark.py        |  2 +-
 8 files changed, 118 insertions(+), 52 deletions(-)
 create mode 100644 backend/launcher.py
 create mode 100644 backend/logging_config.yaml

diff --git a/.gitea/workflows/backend_run_lint.yaml b/.gitea/workflows/backend_run_lint.yaml
index e3fd418..5db2228 100644
--- a/.gitea/workflows/backend_run_lint.yaml
+++ b/.gitea/workflows/backend_run_lint.yaml
@@ -25,8 +25,6 @@ jobs:
         ls -la
         # only install dev-packages
         pipenv install --categories=dev-packages
-        pipenv run pip freeze        
-
       working-directory: backend
 
     - name: Run linter
diff --git a/.gitea/workflows/backend_run_test.yaml b/.gitea/workflows/backend_run_test.yaml
index 36b5ee8..82ad499 100644
--- a/.gitea/workflows/backend_run_test.yaml
+++ b/.gitea/workflows/backend_run_test.yaml
@@ -25,7 +25,6 @@ jobs:
         ls -la
         # install all packages, including dev-packages
         pipenv install --dev
-        pipenv run pip freeze        
       working-directory: backend
 
     - name: Run Tests
diff --git a/.vscode/launch.json b/.vscode/launch.json
index 48d1c86..f5cc3b6 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -4,21 +4,15 @@
     // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
     "version": "0.2.0",
     "configurations": [
-        // backend - python using fastapi
+        // backend - python app that launches a uvicorn server
         {
             "name": "Backend - debug",
             "type": "debugpy",
             "request": "launch",
-            "module": "uvicorn",
+            "program": "launcher.py",
             "env": {
                 "DEBUG": "true"
             },
-            "args": [
-                // "--app-dir",
-                // "src",
-                "src.main:app",
-                "--reload",
-            ],
             "jinja": true,
             "cwd": "${workspaceFolder}/backend"
         },
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 25a5e31..fae8d25 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -7,6 +7,7 @@ RUN pip install pipenv
 RUN pipenv install --deploy --system
 
 COPY src src
+COPY launcher.py .
 
 EXPOSE 8000
 
@@ -14,5 +15,6 @@ EXPOSE 8000
 ENV NUM_WORKERS=1
 ENV OSM_CACHE_DIR=/cache
 ENV MEMCACHED_HOST_PATH=none
+ENV LOKI_URL=none
 
-CMD fastapi run src/main.py --port 8000 --workers $NUM_WORKERS
+CMD ["python", "launcher.py"]
diff --git a/backend/launcher.py b/backend/launcher.py
new file mode 100644
index 0000000..269433b
--- /dev/null
+++ b/backend/launcher.py
@@ -0,0 +1,82 @@
+"""Launcher for the FastAPI application. Fundametally this replicates the functionality of the uvicorn and fastapi CLI interfaces, but we need this to setup the logging correctly (and most importantly globally)"""
+
+import os
+import uvicorn
+import logging
+
+logger = logging.getLogger(__name__)
+is_debug = os.getenv('DEBUG', "false") == "true"
+is_kubernetes = os.getenv('KUBERNETES_SERVICE_HOST', None) is not None
+
+def logger_setup():
+    """
+    Setup the global logging configuration
+    """
+    logging_format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+
+    # Make uvicorn conform to the global logging configuration
+    uvicorn_logger = logging.getLogger('uvicorn')
+    uvicorn_logger.propagate = True
+    uvicorn_logger.handlers = []  # Remove default handlers to avoid duplicate logs
+
+    if is_kubernetes:
+        # in that case we want to log to stdout and also to loki
+        from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
+        loki_url = os.getenv('LOKI_URL')
+        if loki_url is None:
+            raise ValueError("LOKI_URL environment variable is not set")
+        
+        loki_handler = LokiLoggerHandler(
+            url = loki_url,
+            labels = {'app': 'anyway', 'environment': 'staging' if is_debug else 'production'}
+        )
+
+        logger.info(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {is_debug=}")
+        if is_debug:
+            logging.basicConfig(
+                format = logging_format,
+                level = logging.DEBUG,
+                handlers = [loki_handler, logging.StreamHandler()]
+            )
+            # we need to silence the debug logs made by the loki handler
+            logging.getLogger('urllib3.connectionpool').setLevel(logging.INFO)
+        else:
+            logging.basicConfig(
+                format = logging_format,
+                level = logging.INFO,
+                handlers = [loki_handler, logging.StreamHandler()]
+            )
+    else:
+        # if we are in a debug (local) session, set verbose and rich logging
+        from rich.logging import RichHandler
+        logging.basicConfig(
+            format = logging_format,
+            level = logging.DEBUG,
+            handlers = [RichHandler()]
+        )
+
+
+def uvicorn_run():
+    """
+    Run the FastAPI application using uvicorn
+    """
+    num_workers = os.getenv('NUM_WORKERS', 1)
+    logger.info(f"Starting FastAPI+uvicorn with {num_workers=}, {is_debug=}, {is_kubernetes=}")
+    uvicorn.run(
+        # we could in theory directly import the app and pass it as an object
+        # this 'import string' is required for hot reloading and scaling
+        'src.main:app',
+        host = '0.0.0.0',
+        port = 8000,
+        log_config = None,
+        access_log = True,
+        # Disable uvicorn's logging configuration so that it inherits the global one
+        workers = num_workers,
+        # Hot reload breaks logging, so we leave it disabled
+        # reload = is_debug
+    )
+    
+
+if __name__ == '__main__':
+    logger_setup()
+    uvicorn_run()
diff --git a/backend/logging_config.yaml b/backend/logging_config.yaml
new file mode 100644
index 0000000..d6b7a1d
--- /dev/null
+++ b/backend/logging_config.yaml
@@ -0,0 +1,29 @@
+version: 1
+disable_existing_loggers: False
+formatters:
+    standard:
+        format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+handlers:
+    console:
+        class: logging.StreamHandler
+        formatter: standard
+        level: DEBUG
+    rich:
+        class: rich.logging.RichHandler
+        level: DEBUG
+    loki:
+        class: loki_logger_handler.loki_logger_handler.LokiLoggerHandler
+        level: DEBUG
+        formatter: standard
+        url: ${LOKI_URL}
+        labels:
+            app: anyway
+            environment: ${ENVIRONMENT}
+loggers:
+    uvicorn:
+        handlers: [console, rich, loki]
+        level: DEBUG
+        propagate: False
+root:
+    handlers: [console, rich, loki]
+    level: DEBUG
\ No newline at end of file
diff --git a/backend/src/constants.py b/backend/src/constants.py
index 208bfa6..60a26c7 100644
--- a/backend/src/constants.py
+++ b/backend/src/constants.py
@@ -1,6 +1,5 @@
-"""Module setting global parameters for the application, such as logging, cache, route generation, etc."""
+"""Module setting global parameters for the application such as cache, route generation, etc."""
 
-import logging
 import os
 from pathlib import Path
 
@@ -16,43 +15,6 @@ cache_dir_string = os.getenv('OSM_CACHE_DIR', './cache')
 OSM_CACHE_DIR = Path(cache_dir_string)
 
 
-# if we are in a debug (local) session, set verbose and rich logging
-debug = os.getenv('DEBUG', "false") == "true"
-if os.getenv('KUBERNETES_SERVICE_HOST', None) is not None:
-    # in that case we want to log to stdout and also to loki
-    from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
-    loki_url = os.getenv('LOKI_URL')
-    if loki_url is None:
-        raise ValueError("LOKI_URL environment variable is not set")
-    
-    loki_handler = LokiLoggerHandler(
-        url = loki_url,
-        labels = {'app': 'anyway', 'environment': 'production' if debug else 'staging'}
-    )
-    print(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {debug=}")
-    if debug:
-        # we need to silence the debug logs made by the loki handler
-        logging.getLogger('urllib3.connectionpool').setLevel(logging.INFO)
-
-        logging.basicConfig(
-            level=logging.DEBUG,
-            handlers=[loki_handler, logging.StreamHandler()]
-        )
-    else:
-        logging.basicConfig(
-            level=logging.INFO,
-            handlers=[loki_handler, logging.StreamHandler()]
-        )
-else:
-    # in that case we are local and we want to log to stdout only, but make it pretty
-    from rich.logging import RichHandler
-    logging.basicConfig(
-        level=logging.DEBUG,
-        format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
-        handlers=[RichHandler()]
-    )
-
-
 MEMCACHED_HOST_PATH = os.getenv('MEMCACHED_HOST_PATH', None)
 if MEMCACHED_HOST_PATH == "none":
     MEMCACHED_HOST_PATH = None
diff --git a/backend/src/structs/landmark.py b/backend/src/structs/landmark.py
index a494896..60ef72a 100644
--- a/backend/src/structs/landmark.py
+++ b/backend/src/structs/landmark.py
@@ -139,4 +139,4 @@ class Toilets(BaseModel) :
     
     class Config:
         # This allows us to easily convert the model to and from dictionaries
-        orm_mode = True
\ No newline at end of file
+        from_attributes = True
\ No newline at end of file

From bc63b57154bb3cf002d8848f09254ff888a4ea0b Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sat, 28 Dec 2024 22:34:14 +0100
Subject: [PATCH 4/6] dumb type conversion

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

diff --git a/backend/launcher.py b/backend/launcher.py
index 269433b..5de65ca 100644
--- a/backend/launcher.py
+++ b/backend/launcher.py
@@ -60,7 +60,7 @@ def uvicorn_run():
     """
     Run the FastAPI application using uvicorn
     """
-    num_workers = os.getenv('NUM_WORKERS', 1)
+    num_workers = int(os.getenv('NUM_WORKERS', 1))
     logger.info(f"Starting FastAPI+uvicorn with {num_workers=}, {is_debug=}, {is_kubernetes=}")
     uvicorn.run(
         # we could in theory directly import the app and pass it as an object

From 4e07c10969565c816a1ecd55f12126aabf35255f Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sun, 29 Dec 2024 14:45:41 +0100
Subject: [PATCH 5/6] actually use fastapi lifetime manager to setup logging

---
 .vscode/launch.json             | 10 ++--
 backend/Dockerfile              |  3 +-
 backend/launcher.py             | 82 ---------------------------------
 backend/logging_config.yaml     | 29 ------------
 backend/src/logging_config.py   | 56 ++++++++++++++++++++++
 backend/src/main.py             | 17 ++++++-
 backend/src/structs/landmark.py | 10 ++--
 backend/src/structs/trip.py     |  8 ++--
 8 files changed, 88 insertions(+), 127 deletions(-)
 delete mode 100644 backend/launcher.py
 delete mode 100644 backend/logging_config.yaml
 create mode 100644 backend/src/logging_config.py

diff --git a/.vscode/launch.json b/.vscode/launch.json
index f5cc3b6..6f1ce86 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -4,17 +4,21 @@
     // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
     "version": "0.2.0",
     "configurations": [
-        // backend - python app that launches a uvicorn server
+        // backend - python using fastapi
         {
             "name": "Backend - debug",
             "type": "debugpy",
             "request": "launch",
-            "program": "launcher.py",
             "env": {
                 "DEBUG": "true"
             },
             "jinja": true,
-            "cwd": "${workspaceFolder}/backend"
+            "cwd": "${workspaceFolder}/backend",
+            "module": "fastapi",
+            "args": [
+                "dev",
+                "src/main.py"
+            ]
         },
         {
             "name": "Backend - tester",
diff --git a/backend/Dockerfile b/backend/Dockerfile
index fae8d25..0f1f475 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -7,7 +7,6 @@ RUN pip install pipenv
 RUN pipenv install --deploy --system
 
 COPY src src
-COPY launcher.py .
 
 EXPOSE 8000
 
@@ -17,4 +16,4 @@ ENV OSM_CACHE_DIR=/cache
 ENV MEMCACHED_HOST_PATH=none
 ENV LOKI_URL=none
 
-CMD ["python", "launcher.py"]
+CMD ["fastapi", "src/main.py", "--port", "8000", "--workers", "$NUM_WORKERS"]
diff --git a/backend/launcher.py b/backend/launcher.py
deleted file mode 100644
index 5de65ca..0000000
--- a/backend/launcher.py
+++ /dev/null
@@ -1,82 +0,0 @@
-"""Launcher for the FastAPI application. Fundametally this replicates the functionality of the uvicorn and fastapi CLI interfaces, but we need this to setup the logging correctly (and most importantly globally)"""
-
-import os
-import uvicorn
-import logging
-
-logger = logging.getLogger(__name__)
-is_debug = os.getenv('DEBUG', "false") == "true"
-is_kubernetes = os.getenv('KUBERNETES_SERVICE_HOST', None) is not None
-
-def logger_setup():
-    """
-    Setup the global logging configuration
-    """
-    logging_format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
-
-    # Make uvicorn conform to the global logging configuration
-    uvicorn_logger = logging.getLogger('uvicorn')
-    uvicorn_logger.propagate = True
-    uvicorn_logger.handlers = []  # Remove default handlers to avoid duplicate logs
-
-    if is_kubernetes:
-        # in that case we want to log to stdout and also to loki
-        from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
-        loki_url = os.getenv('LOKI_URL')
-        if loki_url is None:
-            raise ValueError("LOKI_URL environment variable is not set")
-        
-        loki_handler = LokiLoggerHandler(
-            url = loki_url,
-            labels = {'app': 'anyway', 'environment': 'staging' if is_debug else 'production'}
-        )
-
-        logger.info(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {is_debug=}")
-        if is_debug:
-            logging.basicConfig(
-                format = logging_format,
-                level = logging.DEBUG,
-                handlers = [loki_handler, logging.StreamHandler()]
-            )
-            # we need to silence the debug logs made by the loki handler
-            logging.getLogger('urllib3.connectionpool').setLevel(logging.INFO)
-        else:
-            logging.basicConfig(
-                format = logging_format,
-                level = logging.INFO,
-                handlers = [loki_handler, logging.StreamHandler()]
-            )
-    else:
-        # if we are in a debug (local) session, set verbose and rich logging
-        from rich.logging import RichHandler
-        logging.basicConfig(
-            format = logging_format,
-            level = logging.DEBUG,
-            handlers = [RichHandler()]
-        )
-
-
-def uvicorn_run():
-    """
-    Run the FastAPI application using uvicorn
-    """
-    num_workers = int(os.getenv('NUM_WORKERS', 1))
-    logger.info(f"Starting FastAPI+uvicorn with {num_workers=}, {is_debug=}, {is_kubernetes=}")
-    uvicorn.run(
-        # we could in theory directly import the app and pass it as an object
-        # this 'import string' is required for hot reloading and scaling
-        'src.main:app',
-        host = '0.0.0.0',
-        port = 8000,
-        log_config = None,
-        access_log = True,
-        # Disable uvicorn's logging configuration so that it inherits the global one
-        workers = num_workers,
-        # Hot reload breaks logging, so we leave it disabled
-        # reload = is_debug
-    )
-    
-
-if __name__ == '__main__':
-    logger_setup()
-    uvicorn_run()
diff --git a/backend/logging_config.yaml b/backend/logging_config.yaml
deleted file mode 100644
index d6b7a1d..0000000
--- a/backend/logging_config.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-version: 1
-disable_existing_loggers: False
-formatters:
-    standard:
-        format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
-handlers:
-    console:
-        class: logging.StreamHandler
-        formatter: standard
-        level: DEBUG
-    rich:
-        class: rich.logging.RichHandler
-        level: DEBUG
-    loki:
-        class: loki_logger_handler.loki_logger_handler.LokiLoggerHandler
-        level: DEBUG
-        formatter: standard
-        url: ${LOKI_URL}
-        labels:
-            app: anyway
-            environment: ${ENVIRONMENT}
-loggers:
-    uvicorn:
-        handlers: [console, rich, loki]
-        level: DEBUG
-        propagate: False
-root:
-    handlers: [console, rich, loki]
-    level: DEBUG
\ No newline at end of file
diff --git a/backend/src/logging_config.py b/backend/src/logging_config.py
new file mode 100644
index 0000000..0f93fa7
--- /dev/null
+++ b/backend/src/logging_config.py
@@ -0,0 +1,56 @@
+"""Sets up global logging configuration for the application."""
+
+import logging
+import os
+
+logger = logging.getLogger(__name__)
+
+
+def configure_logging():
+    """
+    Called at startup of a FastAPI application instance to setup logging. Depending on the environment, it will log to stdout or to Loki.
+    """
+
+    is_debug = os.getenv('DEBUG', "false") == "true"
+    is_kubernetes = os.getenv('KUBERNETES_SERVICE_HOST') is not None
+
+
+    if not is_kubernetes:
+        # in that case we want to log to stdout and also to loki
+        from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
+        loki_url = os.getenv('LOKI_URL')
+        loki_url = "http://localhost:3100/loki/api/v1/push"
+        if loki_url is None:
+            raise ValueError("LOKI_URL environment variable is not set")
+        
+        loki_handler = LokiLoggerHandler(
+            url = loki_url,
+            labels = {'app': 'anyway', 'environment': 'staging' if is_debug else 'production'}
+        )
+
+        logger.info(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {is_debug=}")
+        logging_handlers = [loki_handler, logging.StreamHandler()]
+        logging_level = logging.DEBUG if is_debug else logging.INFO
+        # no need for time since it's added by loki or can be shown in kube logs
+        logging_format = '%(name)s - %(levelname)s - %(message)s'
+
+    else:
+        # if we are in a debug (local) session, set verbose and rich logging
+        from rich.logging import RichHandler
+        logging_handlers = [RichHandler()]
+        logging_level = logging.DEBUG if is_debug else logging.INFO
+        logging_format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
+
+
+
+    logging.basicConfig(
+        level = logging_level,
+        format = logging_format,
+        handlers = logging_handlers
+    )
+
+    # also overwrite the uvicorn loggers
+    logging.getLogger('uvicorn').handlers = logging_handlers
+    logging.getLogger('uvicorn.access').handlers = logging_handlers
+    logging.getLogger('uvicorn.error').handlers = logging_handlers
+
diff --git a/backend/src/main.py b/backend/src/main.py
index eea3bad..c8c1f40 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -2,7 +2,9 @@
 
 import logging
 from fastapi import FastAPI, HTTPException, Query
+from contextlib import asynccontextmanager
 
+from .logging_config import configure_logging
 from .structs.landmark import Landmark, Toilets
 from .structs.preferences import Preferences
 from .structs.linked_landmarks import LinkedLandmarks
@@ -13,15 +15,26 @@ from .utils.optimizer import Optimizer
 from .utils.refiner import Refiner
 from .cache import client as cache_client
 
-
 logger = logging.getLogger(__name__)
 
-app = FastAPI()
 manager = LandmarkManager()
 optimizer = Optimizer()
 refiner = Refiner(optimizer=optimizer)
 
 
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    """Function to run at the start of the app"""
+    logger.info("Setting up logging")
+    configure_logging()
+    yield
+    logger.info("Shutting down logging")
+
+
+app = FastAPI(lifespan=lifespan)
+
+
+
 @app.post("/trip/new")
 def new_trip(preferences: Preferences,
              start: tuple[float, float],
diff --git a/backend/src/structs/landmark.py b/backend/src/structs/landmark.py
index 60ef72a..da0f122 100644
--- a/backend/src/structs/landmark.py
+++ b/backend/src/structs/landmark.py
@@ -1,7 +1,7 @@
 """Definition of the Landmark class to handle visitable objects across the world."""
 
 from typing import Optional, Literal
-from uuid import uuid4
+from uuid import uuid4, UUID
 from pydantic import BaseModel, Field
 
 
@@ -29,12 +29,12 @@ class Landmark(BaseModel) :
         description (Optional[str]): A text description of the landmark.
         duration (Optional[int]): The estimated time to visit the landmark (in minutes).
         name_en (Optional[str]): The English name of the landmark.
-        uuid (str): A unique identifier for the landmark, generated by default using uuid4.
+        uuid (UUID): A unique identifier for the landmark, generated by default using uuid4.
         must_do (Optional[bool]): Whether the landmark is a "must-do" attraction.
         must_avoid (Optional[bool]): Whether the landmark should be avoided.
         is_secondary (Optional[bool]): Whether the landmark is secondary or less important.
         time_to_reach_next (Optional[int]): Estimated time (in minutes) to reach the next landmark.
-        next_uuid (Optional[str]): UUID of the next landmark in sequence (if applicable).
+        next_uuid (Optional[UUID]): UUID of the next landmark in sequence (if applicable).
     """
 
     # Properties of the landmark
@@ -52,7 +52,7 @@ class Landmark(BaseModel) :
     name_en : Optional[str] = None
 
     # Unique ID of a given landmark
-    uuid: str = Field(default_factory=uuid4)
+    uuid: UUID = Field(default_factory=uuid4)
 
     # Additional properties depending on specific tour
     must_do : Optional[bool] = False
@@ -60,7 +60,7 @@ class Landmark(BaseModel) :
     is_secondary : Optional[bool] = False
 
     time_to_reach_next : Optional[int] = 0
-    next_uuid : Optional[str] = None
+    next_uuid : Optional[UUID] = None
 
     def __str__(self) -> str:
         """
diff --git a/backend/src/structs/trip.py b/backend/src/structs/trip.py
index c00f591..d9b19d7 100644
--- a/backend/src/structs/trip.py
+++ b/backend/src/structs/trip.py
@@ -1,6 +1,6 @@
 """Definition of the Trip class."""
 
-import uuid
+from uuid import uuid4, UUID
 from pydantic import BaseModel, Field
 from pymemcache.client.base import Client
 
@@ -19,9 +19,9 @@ class Trip(BaseModel):
     Methods:
         from_linked_landmarks: create a Trip from LinkedLandmarks object.
     """
-    uuid: str = Field(default_factory=uuid.uuid4)
+    uuid: UUID = Field(default_factory=uuid4)
     total_time: int
-    first_landmark_uuid: str
+    first_landmark_uuid: UUID
 
 
     @classmethod
@@ -31,7 +31,7 @@ class Trip(BaseModel):
         """
         trip = Trip(
             total_time = landmarks.total_time,
-            first_landmark_uuid = str(landmarks[0].uuid)
+            first_landmark_uuid = landmarks[0].uuid
         )
 
         # Store the trip in the cache

From 86187d906976767e834eba4e4bab6172713ff7a8 Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Sun, 29 Dec 2024 14:51:28 +0100
Subject: [PATCH 6/6] launch adjustments

---
 backend/Dockerfile            | 3 ++-
 backend/src/logging_config.py | 4 +++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/backend/Dockerfile b/backend/Dockerfile
index 0f1f475..b363917 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -16,4 +16,5 @@ ENV OSM_CACHE_DIR=/cache
 ENV MEMCACHED_HOST_PATH=none
 ENV LOKI_URL=none
 
-CMD ["fastapi", "src/main.py", "--port", "8000", "--workers", "$NUM_WORKERS"]
+# explicitly use a string instead of an argument list to force a shell and variable expansion
+CMD fastapi run src/main.py --port 8000 --workers $NUM_WORKERS
diff --git a/backend/src/logging_config.py b/backend/src/logging_config.py
index 0f93fa7..c43a246 100644
--- a/backend/src/logging_config.py
+++ b/backend/src/logging_config.py
@@ -15,7 +15,7 @@ def configure_logging():
     is_kubernetes = os.getenv('KUBERNETES_SERVICE_HOST') is not None
 
 
-    if not is_kubernetes:
+    if is_kubernetes:
         # in that case we want to log to stdout and also to loki
         from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
         loki_url = os.getenv('LOKI_URL')
@@ -31,6 +31,8 @@ def configure_logging():
         logger.info(f"Logging to Loki at {loki_url} with {loki_handler.labels} and {is_debug=}")
         logging_handlers = [loki_handler, logging.StreamHandler()]
         logging_level = logging.DEBUG if is_debug else logging.INFO
+        # silence the chatty logs loki generates itself
+        logging.getLogger('urllib3.connectionpool').setLevel(logging.WARNING)
         # no need for time since it's added by loki or can be shown in kube logs
         logging_format = '%(name)s - %(levelname)s - %(message)s'