From acc7631c551712c2c94ec49eeb3dd0dcf0472324 Mon Sep 17 00:00:00 2001
From: Remy Moll <me@moll.re>
Date: Mon, 12 Aug 2024 12:44:51 +0200
Subject: [PATCH] implement basic testing fixtures and linting

---
 .gitea/workflows/backend_run-lint.yaml   |  27 +
 .gitea/workflows/backend_run-test.yaml   |  27 +
 .vscode/launch.json                      |   6 +-
 backend/.pylintrc                        |   2 +
 backend/Pipfile                          |   2 +
 backend/Pipfile.lock                     | 945 +++++++----------------
 backend/src/__init__.py                  |   0
 backend/src/main.py                      |  16 +-
 backend/src/persistence.py               |   6 +-
 backend/src/structs/linked_landmarks.py  |   2 +-
 backend/src/tests/__init__.py            |   0
 backend/src/tests/test_main.py           |  34 +
 backend/src/utils/get_time_separation.py |   4 +-
 backend/src/utils/landmarks_manager.py   |  15 +-
 backend/src/utils/optimizer.py           |   6 +-
 backend/src/utils/refiner.py             |   6 +-
 backend/src/utils/take_most_important.py |   2 +-
 frontend/pubspec.lock                    |  24 +-
 18 files changed, 404 insertions(+), 720 deletions(-)
 create mode 100644 .gitea/workflows/backend_run-lint.yaml
 create mode 100644 .gitea/workflows/backend_run-test.yaml
 create mode 100644 backend/.pylintrc
 create mode 100644 backend/src/__init__.py
 create mode 100644 backend/src/tests/__init__.py
 create mode 100644 backend/src/tests/test_main.py

diff --git a/.gitea/workflows/backend_run-lint.yaml b/.gitea/workflows/backend_run-lint.yaml
new file mode 100644
index 0000000..390cfa7
--- /dev/null
+++ b/.gitea/workflows/backend_run-lint.yaml
@@ -0,0 +1,27 @@
+on:
+  pull_request:
+    branches:
+      - main
+    paths:
+      - backend/**
+
+name: Run linting on the backend code
+
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+
+    - uses: https://gitea.com/actions/checkout@v4
+
+    - name: Install dependencies
+      run: |
+        apt-get update && apt-get install -y python3 python3-pip
+        # only install dev-packages
+        pipenv install --categories=dev-packages
+      working-directory: backend
+
+    - name: Run linter
+      run: pipenv run pylint src
+      working-directory: backend
diff --git a/.gitea/workflows/backend_run-test.yaml b/.gitea/workflows/backend_run-test.yaml
new file mode 100644
index 0000000..17dfa16
--- /dev/null
+++ b/.gitea/workflows/backend_run-test.yaml
@@ -0,0 +1,27 @@
+on:
+  pull_request:
+    branches:
+      - main
+    paths:
+      - backend/**
+
+name: Run linting on the backend code
+
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+
+    - uses: https://gitea.com/actions/checkout@v4
+
+    - name: Install dependencies
+      run: |
+        apt-get update && apt-get install -y python3 python3-pip
+        # install all packages, including dev-packages
+        pipenv install --dev
+      working-directory: backend
+
+    - name: Run linter
+      run: pipenv run pytest src
+      working-directory: backend
diff --git a/.vscode/launch.json b/.vscode/launch.json
index c0cf17a..48d1c86 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -14,9 +14,9 @@
                 "DEBUG": "true"
             },
             "args": [
-                "--app-dir",
-                "src",
-                "main:app",
+                // "--app-dir",
+                // "src",
+                "src.main:app",
                 "--reload",
             ],
             "jinja": true,
diff --git a/backend/.pylintrc b/backend/.pylintrc
new file mode 100644
index 0000000..2f134bd
--- /dev/null
+++ b/backend/.pylintrc
@@ -0,0 +1,2 @@
+[MAIN]
+max-line-length=240
\ No newline at end of file
diff --git a/backend/Pipfile b/backend/Pipfile
index 1ca056b..1c3ef4c 100644
--- a/backend/Pipfile
+++ b/backend/Pipfile
@@ -4,6 +4,8 @@ verify_ssl = true
 name = "pypi"
 
 [dev-packages]
+pylint = "*"
+pytest = "*"
 
 [packages]
 numpy = "*"
diff --git a/backend/Pipfile.lock b/backend/Pipfile.lock
index a6b756c..63b32fb 100644
--- a/backend/Pipfile.lock
+++ b/backend/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "4f8b3f0395b4e5352330616870da13acf41e16d1b69ba31b15fd688e90b8b628"
+            "sha256": "fca4db30fa7bfbc45f5113c47eda4dcfbba04df056bd60bac77f89fe51984e95"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -142,14 +142,6 @@
             "markers": "python_full_version >= '3.7.0'",
             "version": "==3.3.2"
         },
-        "click": {
-            "hashes": [
-                "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28",
-                "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.1.7"
-        },
         "contourpy": {
             "hashes": [
                 "sha256:00e5388f71c1a0610e6fe56b5c44ab7ba14165cdd6d695429c5cd94021e390b2",
@@ -208,38 +200,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.12.1"
         },
-        "dnspython": {
-            "hashes": [
-                "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50",
-                "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.6.1"
-        },
-        "email-validator": {
-            "hashes": [
-                "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631",
-                "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.0"
-        },
         "fastapi": {
             "hashes": [
-                "sha256:4f51cfa25d72f9fbc3280832e84b32494cf186f50158d364a8765aabf22587bf",
-                "sha256:ddd1ac34cb1f76c2e2d7f8545a4bcb5463bce4834e81abf0b189e0c359ab2413"
+                "sha256:3487ded9778006a45834b8c816ec4a48d522e2631ca9e75ec5a774f1b052f821",
+                "sha256:d262bc56b7d101d1f4e8fc0ad2ac75bb9935fec504d2b7117686cec50710cf05"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8'",
-            "version": "==0.111.1"
-        },
-        "fastapi-cli": {
-            "hashes": [
-                "sha256:a2552f3a7ae64058cdbb530be6fa6dbfc975dc165e4fa66d224c3d396e25e809",
-                "sha256:e2e9ffaffc1f7767f488d6da34b6f5a377751c996f397902eb6abb99a67bde32"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.0.4"
+            "version": "==0.112.0"
         },
         "fonttools": {
             "hashes": [
@@ -314,71 +282,6 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.4.1"
         },
-        "h11": {
-            "hashes": [
-                "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d",
-                "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==0.14.0"
-        },
-        "httpcore": {
-            "hashes": [
-                "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61",
-                "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.0.5"
-        },
-        "httptools": {
-            "hashes": [
-                "sha256:00d5d4b68a717765b1fabfd9ca755bd12bf44105eeb806c03d1962acd9b8e563",
-                "sha256:0ac5a0ae3d9f4fe004318d64b8a854edd85ab76cffbf7ef5e32920faef62f142",
-                "sha256:0cf2372e98406efb42e93bfe10f2948e467edfd792b015f1b4ecd897903d3e8d",
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-                "sha256:97662ce7fb196c785344d00d638fc9ad69e18ee4bfb4000b35a52efe5adcc949",
-                "sha256:9bb68d3a085c2174c2477eb3ffe84ae9fb4fde8792edb7bcd09a1d8467e30a84",
-                "sha256:b512aa728bc02354e5ac086ce76c3ce635b62f5fbc32ab7082b5e582d27867bb",
-                "sha256:c6e26c30455600b95d94b1b836085138e82f177351454ee841c148f93a9bad5a",
-                "sha256:d2f6c3c4cb1948d912538217838f6e9960bc4a521d7f9b323b3da579cd14532f",
-                "sha256:dcbab042cc3ef272adc11220517278519adf8f53fd3056d0e68f0a6f891ba94e",
-                "sha256:e0b281cf5a125c35f7f6722b65d8542d2e57331be573e9e88bc8b0115c4a7a81",
-                "sha256:e57997ac7fb7ee43140cc03664de5f268813a481dff6245e0075925adc6aa185",
-                "sha256:fe467eb086d80217b7584e61313ebadc8d187a4d95bb62031b7bab4b205c3ba3"
-            ],
-            "version": "==0.6.1"
-        },
-        "httpx": {
-            "hashes": [
-                "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5",
-                "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.27.0"
-        },
         "idna": {
             "hashes": [
                 "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc",
@@ -387,14 +290,6 @@
             "markers": "python_version >= '3.5'",
             "version": "==3.7"
         },
-        "jinja2": {
-            "hashes": [
-                "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369",
-                "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.1.4"
-        },
         "kiwisolver": {
             "hashes": [
                 "sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf",
@@ -507,268 +402,182 @@
         },
         "lxml": {
             "hashes": [
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-        },
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-                "sha256:c3181df4583c4d3994d31fb235dc681d2aaad744fbdbf94c4802485ececdecf2",
-                "sha256:c4e37d36f0d19f0a4413d3e18c0d03d0c268ada2061868c1e6f5ab1a6d575077",
-                "sha256:c588f6abc13f78a67044c6b1273a99e1cf31038ad51815b3b016ce699f0d75c2",
-                "sha256:cbe83a6bbdf207ff0541de01e11904827540aa069293696dd528a6640bd6a5f6",
-                "sha256:d554236b2a2006e0ce16315c16eaa0d628dab009c33b63ea03f41c6107958374",
-                "sha256:dbcf72a37f0b3316e993e13ecf32f10c0e1259c28ffd0a85cee26e8549595fbc",
-                "sha256:dc284bbc8d7c78a6c69e0c7325ab46ee5e40bb4d50e494d8131a07ef47500e9e",
-                "sha256:dff6cdf35e31d1315790149fee351f9e52978130cef6c87c4b6c9b3baf78bc53",
-                "sha256:e469d01137942849cff40517c97a30a93ae79917752b34029f0ec72df6b46399",
-                "sha256:eb809e816916a3b210bed3c82fb88eaf16e8afcf9c115ebb2bacede1797d2547",
-                "sha256:ed2fcf7a07334c77fc8a230755c2209223a7cc44fc27597729b8ef5425aa61a3",
-                "sha256:f44069528d45a933997a6fef143030d8ca8042f0dfaad753e2906398290e2870",
-                "sha256:f764ba54e33daf20e167915edc443b6f88956f37fb606449b4a5b10ba42235a5",
-                "sha256:fc4e7fa5414512b481a2483775a8e8be7803a35b30ca805afa4998a84f9fd9e8",
-                "sha256:ffefa1374cd508d633646d51a8e9277763a9b78ae71324183693959cf94635a7"
-            ],
-            "version": "==12.0"
-        },
         "xarray": {
             "hashes": [
                 "sha256:1b0fd51ec408474aa1f4a355d75c00cc1c02bd425d97b2c2e551fd21810e7f64",
@@ -1674,5 +1176,96 @@
             "version": "==2024.7.0"
         }
     },
-    "develop": {}
+    "develop": {
+        "astroid": {
+            "hashes": [
+                "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a",
+                "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"
+            ],
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==3.2.4"
+        },
+        "dill": {
+            "hashes": [
+                "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca",
+                "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"
+            ],
+            "markers": "python_version >= '3.11'",
+            "version": "==0.3.8"
+        },
+        "iniconfig": {
+            "hashes": [
+                "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
+                "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
+        },
+        "isort": {
+            "hashes": [
+                "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109",
+                "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"
+            ],
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==5.13.2"
+        },
+        "mccabe": {
+            "hashes": [
+                "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325",
+                "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.7.0"
+        },
+        "packaging": {
+            "hashes": [
+                "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002",
+                "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==24.1"
+        },
+        "platformdirs": {
+            "hashes": [
+                "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee",
+                "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==4.2.2"
+        },
+        "pluggy": {
+            "hashes": [
+                "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
+                "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.5.0"
+        },
+        "pylint": {
+            "hashes": [
+                "sha256:03c8e3baa1d9fb995b12c1dbe00aa6c4bcef210c2a2634374aedeb22fb4a8f8f",
+                "sha256:a5d01678349454806cff6d886fb072294f56a58c4761278c97fb557d708e1eb3"
+            ],
+            "index": "pypi",
+            "markers": "python_full_version >= '3.8.0'",
+            "version": "==3.2.6"
+        },
+        "pytest": {
+            "hashes": [
+                "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5",
+                "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.2"
+        },
+        "tomlkit": {
+            "hashes": [
+                "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72",
+                "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.13.0"
+        }
+    }
 }
diff --git a/backend/src/__init__.py b/backend/src/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/src/main.py b/backend/src/main.py
index 313df93..fa21bf2 100644
--- a/backend/src/main.py
+++ b/backend/src/main.py
@@ -1,14 +1,14 @@
 import logging
 from fastapi import FastAPI, Query, Body, HTTPException
 
-from structs.landmark import Landmark
-from structs.preferences import Preferences
-from structs.linked_landmarks import LinkedLandmarks
-from structs.trip import Trip
-from utils.landmarks_manager import LandmarkManager
-from utils.optimizer import Optimizer
-from utils.refiner import Refiner
-from persistence import client as cache_client
+from .structs.landmark import Landmark
+from .structs.preferences import Preferences
+from .structs.linked_landmarks import LinkedLandmarks
+from .structs.trip import Trip
+from .utils.landmarks_manager import LandmarkManager
+from .utils.optimizer import Optimizer
+from .utils.refiner import Refiner
+from .persistence import client as cache_client
 
 
 logger = logging.getLogger(__name__)
diff --git a/backend/src/persistence.py b/backend/src/persistence.py
index 21f41d6..cb41914 100644
--- a/backend/src/persistence.py
+++ b/backend/src/persistence.py
@@ -1,6 +1,6 @@
 from pymemcache.client.base import Client
 
-import constants
+from .constants import MEMCACHED_HOST_PATH
 
 
 class DummyClient:
@@ -15,11 +15,11 @@ class DummyClient:
         return self._data[key]
 
 
-if constants.MEMCACHED_HOST_PATH is None:
+if MEMCACHED_HOST_PATH is None:
     client = DummyClient()
 else:
     client = Client(
-        constants.MEMCACHED_HOST_PATH,
+        MEMCACHED_HOST_PATH,
         timeout=1,
         allow_unicode_keys=True,
         encoding='utf-8'
diff --git a/backend/src/structs/linked_landmarks.py b/backend/src/structs/linked_landmarks.py
index 7d350f5..1f5fdd6 100644
--- a/backend/src/structs/linked_landmarks.py
+++ b/backend/src/structs/linked_landmarks.py
@@ -1,5 +1,5 @@
 from .landmark import Landmark
-from utils.get_time_separation import get_time
+from ..utils.get_time_separation import get_time
 
 class LinkedLandmarks:
     """
diff --git a/backend/src/tests/__init__.py b/backend/src/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/src/tests/test_main.py b/backend/src/tests/test_main.py
new file mode 100644
index 0000000..c5feafc
--- /dev/null
+++ b/backend/src/tests/test_main.py
@@ -0,0 +1,34 @@
+from fastapi.testclient import TestClient
+import pytest
+from ..main import app
+
+@pytest.fixture()
+def client():
+    return TestClient(app)
+
+
+def test_new_trip_invalid_prefs(client):
+    response = client.post(
+        "/trip/new",
+        json={
+            "preferences": {},
+            "start": [48.8566, 2.3522]
+            }
+        )
+    assert response.status_code == 422
+
+
+def test_new_trip_single_prefs(client):
+    response = client.post(
+        "/trip/new",
+        json={
+            "preferences": {"sightseeing": {"type": "sightseeing", "score": 1}, "nature": {"type": "nature", "score": 1}, "shopping": {"type": "shopping", "score": 1}, "max_time_minute": 360, "detour_tolerance_minute": 0},
+            "start": [48.8566, 2.3522]
+            }
+        )
+    assert response.status_code == 200
+
+
+def test_new_trip_matches_prefs(client):
+    # todo
+    pass
diff --git a/backend/src/utils/get_time_separation.py b/backend/src/utils/get_time_separation.py
index 5d7f5cb..7ec919d 100644
--- a/backend/src/utils/get_time_separation.py
+++ b/backend/src/utils/get_time_separation.py
@@ -1,9 +1,9 @@
 import yaml
 from geopy.distance import geodesic
 
-import constants
+from ..constants import OPTIMIZER_PARAMETERS_PATH
 
-with constants.OPTIMIZER_PARAMETERS_PATH.open('r') as f:
+with OPTIMIZER_PARAMETERS_PATH.open('r') as f:
     parameters = yaml.safe_load(f)
     DETOUR_FACTOR = parameters['detour_factor']
     AVERAGE_WALKING_SPEED = parameters['average_walking_speed']
diff --git a/backend/src/utils/landmarks_manager.py b/backend/src/utils/landmarks_manager.py
index 6cde21c..ce62f33 100644
--- a/backend/src/utils/landmarks_manager.py
+++ b/backend/src/utils/landmarks_manager.py
@@ -9,11 +9,10 @@ from pywikibot import config
 config.put_throttle = 0
 config.maxlag = 0
 
-from structs.preferences import Preferences, Preference
-from structs.landmark import Landmark
+from ..structs.preferences import Preferences, Preference
+from ..structs.landmark import Landmark
 from .take_most_important import take_most_important
-import constants
-
+from ..constants import AMENITY_SELECTORS_PATH, LANDMARK_PARAMETERS_PATH, OPTIMIZER_PARAMETERS_PATH, OSM_CACHE_DIR
 
 
 
@@ -30,10 +29,10 @@ class LandmarkManager:
 
     def __init__(self) -> None:
 
-        with constants.AMENITY_SELECTORS_PATH.open('r') as f:
+        with AMENITY_SELECTORS_PATH.open('r') as f:
             self.amenity_selectors = yaml.safe_load(f)
 
-        with constants.LANDMARK_PARAMETERS_PATH.open('r') as f:
+        with LANDMARK_PARAMETERS_PATH.open('r') as f:
             parameters = yaml.safe_load(f)
             self.max_bbox_side = parameters['city_bbox_side']
             self.radius_close_to = parameters['radius_close_to']
@@ -42,13 +41,13 @@ class LandmarkManager:
             self.tag_coeff = parameters['tag_coeff']
             self.N_important = parameters['N_important']
             
-        with constants.OPTIMIZER_PARAMETERS_PATH.open('r') as f:
+        with OPTIMIZER_PARAMETERS_PATH.open('r') as f:
             parameters = yaml.safe_load(f)
             self.walking_speed = parameters['average_walking_speed']
             self.detour_factor = parameters['detour_factor']
 
         self.overpass = Overpass()
-        CachingStrategy.use(JSON, cacheDir=constants.OSM_CACHE_DIR)
+        CachingStrategy.use(JSON, cacheDir=OSM_CACHE_DIR)
 
 
     def generate_landmarks_list(self, center_coordinates: tuple[float, float], preferences: Preferences) -> tuple[list[Landmark], list[Landmark]]:
diff --git a/backend/src/utils/optimizer.py b/backend/src/utils/optimizer.py
index 931a3d2..c8db0d5 100644
--- a/backend/src/utils/optimizer.py
+++ b/backend/src/utils/optimizer.py
@@ -5,9 +5,9 @@ from scipy.optimize import linprog
 from collections import defaultdict, deque
 from geopy.distance import geodesic
 
-from structs.landmark import Landmark
+from ..structs.landmark import Landmark
 from .get_time_separation import get_time
-import constants
+from ..constants import OPTIMIZER_PARAMETERS_PATH
 
     
 
@@ -26,7 +26,7 @@ class Optimizer:
     def __init__(self) :
 
         # load parameters from file
-        with constants.OPTIMIZER_PARAMETERS_PATH.open('r') as f:
+        with OPTIMIZER_PARAMETERS_PATH.open('r') as f:
             parameters = yaml.safe_load(f)
             self.detour_factor = parameters['detour_factor']
             self.average_walking_speed = parameters['average_walking_speed']
diff --git a/backend/src/utils/refiner.py b/backend/src/utils/refiner.py
index c8f0aa5..c424e2e 100644
--- a/backend/src/utils/refiner.py
+++ b/backend/src/utils/refiner.py
@@ -3,10 +3,10 @@ import yaml, logging
 from shapely import buffer, LineString, Point, Polygon, MultiPoint, concave_hull
 from math import pi
 
-from structs.landmark import Landmark
+from ..structs.landmark import Landmark
 from . import take_most_important, get_time_separation
 from .optimizer import Optimizer
-import constants
+from ..constants import OPTIMIZER_PARAMETERS_PATH
 
 
 
@@ -24,7 +24,7 @@ class Refiner :
         self.optimizer = optimizer
 
         # load parameters from file
-        with constants.OPTIMIZER_PARAMETERS_PATH.open('r') as f:
+        with OPTIMIZER_PARAMETERS_PATH.open('r') as f:
             parameters = yaml.safe_load(f)
             self.detour_factor = parameters['detour_factor']
             self.detour_corridor_width = parameters['detour_corridor_width']
diff --git a/backend/src/utils/take_most_important.py b/backend/src/utils/take_most_important.py
index b363add..667a6a6 100644
--- a/backend/src/utils/take_most_important.py
+++ b/backend/src/utils/take_most_important.py
@@ -1,4 +1,4 @@
-from structs.landmark import Landmark
+from ..structs.landmark import Landmark
 
 def take_most_important(landmarks: list[Landmark], N_important) -> list[Landmark] :
     L = len(landmarks)
diff --git a/frontend/pubspec.lock b/frontend/pubspec.lock
index 6f808e0..bbc1165 100644
--- a/frontend/pubspec.lock
+++ b/frontend/pubspec.lock
@@ -292,18 +292,18 @@ packages:
     dependency: transitive
     description:
       name: leak_tracker
-      sha256: "7f0df31977cb2c0b88585095d168e689669a2cc9b97c309665e3386f3e9d341a"
+      sha256: "3f87a60e8c63aecc975dda1ceedbc8f24de75f09e4856ea27daf8958f2f0ce05"
       url: "https://pub.dev"
     source: hosted
-    version: "10.0.4"
+    version: "10.0.5"
   leak_tracker_flutter_testing:
     dependency: transitive
     description:
       name: leak_tracker_flutter_testing
-      sha256: "06e98f569d004c1315b991ded39924b21af84cf14cc94791b8aea337d25b57f8"
+      sha256: "932549fb305594d82d7183ecd9fa93463e9914e1b67cacc34bc40906594a1806"
       url: "https://pub.dev"
     source: hosted
-    version: "3.0.3"
+    version: "3.0.5"
   leak_tracker_testing:
     dependency: transitive
     description:
@@ -332,18 +332,18 @@ packages:
     dependency: transitive
     description:
       name: material_color_utilities
-      sha256: "0e0a020085b65b6083975e499759762399b4475f766c21668c4ecca34ea74e5a"
+      sha256: f7142bb1154231d7ea5f96bc7bde4bda2a0945d2806bb11670e30b850d56bdec
       url: "https://pub.dev"
     source: hosted
-    version: "0.8.0"
+    version: "0.11.1"
   meta:
     dependency: transitive
     description:
       name: meta
-      sha256: "7687075e408b093f36e6bbf6c91878cc0d4cd10f409506f7bc996f68220b9136"
+      sha256: bdb68674043280c3428e9ec998512fb681678676b3c54e773629ffe74419f8c7
       url: "https://pub.dev"
     source: hosted
-    version: "1.12.0"
+    version: "1.15.0"
   nested:
     dependency: transitive
     description:
@@ -609,10 +609,10 @@ packages:
     dependency: transitive
     description:
       name: test_api
-      sha256: "9955ae474176f7ac8ee4e989dadfb411a58c30415bcfb648fa04b2b8a03afa7f"
+      sha256: "5b8a98dafc4d5c4c9c72d8b31ab2b23fc13422348d2997120294d3bac86b4ddb"
       url: "https://pub.dev"
     source: hosted
-    version: "0.7.0"
+    version: "0.7.2"
   typed_data:
     dependency: transitive
     description:
@@ -641,10 +641,10 @@ packages:
     dependency: transitive
     description:
       name: vm_service
-      sha256: "3923c89304b715fb1eb6423f017651664a03bf5f4b29983627c4da791f74a4ec"
+      sha256: f652077d0bdf60abe4c1f6377448e8655008eef28f128bc023f7b5e8dfeb48fc
       url: "https://pub.dev"
     source: hosted
-    version: "14.2.1"
+    version: "14.2.4"
   web:
     dependency: transitive
     description: