74 Commits

Author SHA1 Message Date
f76cd603f3 Merge pull request 'Better landmark finding' (#27) from fix/backend/moore-tags into main
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Reviewed-on: #27
2024-10-22 09:20:53 +00:00
67f748244f update deployment config
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2024-10-15 10:30:20 +02:00
66fa55e8c3 remove boring bridges
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2024-10-14 19:10:31 +00:00
f4729a2de7 fix pipfile mismatch
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2024-10-09 23:41:58 +02:00
40edd923c3 remove geopy dependency
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2024-10-09 16:12:41 +02:00
6ad749eeed fix? bug where landmarks are returned as none 2024-10-09 16:10:40 +02:00
c20ebf3d63 add more tags and filter more restrictively
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2024-10-01 16:10:52 +02:00
6facde6e0b Merge pull request 'UI and UX fixes to make new trips (and the errors it might have less confusing)' (#26) from fix/frontend/greeter-ui into main
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Reviewed-on: #26
2024-09-30 16:09:10 +00:00
55b0a1b793 make ui at least usable throughout
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2024-09-30 18:07:27 +02:00
39df97f4d1 fix multiline secrets by using base64 2024-09-30 18:07:17 +02:00
43aa26a107 small kubeconfig dum dum
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2024-09-27 10:41:04 +02:00
badb8ff919 Merge pull request 'ensure attractiveness is always an int' (#25) from fix/backend/pydantic-issues into main
Reviewed-on: #25
2024-09-27 08:28:37 +00:00
290baec64e associated backend fixes
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2024-09-27 10:28:06 +02:00
3710a476e8 don't break when using sets
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2024-09-27 10:13:33 +02:00
cdc9b0ecd1 ensure attractiveness is always an int
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2024-09-27 09:47:10 +02:00
097abc5f29 remove gradle again
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2024-09-25 17:49:08 +02:00
55f8c938fb cleanup 2024-09-25 16:50:34 +02:00
59f3f0d454 update screenshots
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2024-09-25 16:20:33 +02:00
06dc0c7c3b Merge pull request 'Usability and styling' (#24) from feature/frontend-usability-and-styling into main
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Reviewed-on: #24
2024-09-25 13:26:19 +00:00
d37fb09d62 trip destination from current location
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2024-09-25 15:10:49 +02:00
88b825ea31 better visual coherence 2024-09-25 14:48:33 +02:00
d323194ea7 Better location handling on map 2024-09-24 23:48:07 +02:00
ed60fcba06 revamp new trip flow 2024-09-24 22:58:28 +02:00
eaa2334942 ensure new images are pulled upon redeployment 2024-09-22 15:13:32 +02:00
f71aab22dc Merge branch 'feature/adding-timed-visits'
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2024-09-22 15:04:56 +02:00
1f7b006a64 Merge pull request 'Fix deployment configuration' (#23) from test/backend-deploy-pipeline into main
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Reviewed-on: #23
2024-09-22 12:31:20 +00:00
e5ea6e64e7 fix ingress
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2024-09-21 16:04:35 +02:00
9deb461925 a bit of documentation
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2024-09-21 15:10:48 +02:00
7414f7109d updated deployment config
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2024-09-21 14:56:40 +02:00
94d12f2983 even more fixes
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2024-09-21 14:22:28 +02:00
0e3f56a131 must be this format?
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2024-09-21 13:14:11 +02:00
2f901e008e slight workflow test
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2024-09-21 13:12:56 +02:00
f45dccff97 just a test
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2024-09-21 13:09:27 +02:00
da85b91975 a better backend deployment workflow 2024-09-21 13:07:18 +02:00
156661bfba fix remote repo pushing 2024-09-20 14:56:08 +02:00
205ec37764 Merge branch 'feature/frontend/deploy-to-stores'
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2024-09-18 16:11:56 +02:00
db821b4856 cleanup and documentation
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2024-09-18 16:07:20 +02:00
b63c50ebd0 Merge pull request 'display more landmark information' (#21) from feature/frontend-more-landmark-information into main
Reviewed-on: #21
2024-09-18 13:07:53 +00:00
d4066a1726 cleanup of application to satisfy google requirements 2024-09-18 15:06:13 +02:00
7617c5788c launcher icon handling 2024-09-18 14:04:16 +02:00
1ade92aed3 better timing
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2024-09-10 18:12:17 +02:00
d1c53e08bb improved tour length
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2024-09-10 17:23:01 +02:00
797db5c1da set start and finish as primary
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2024-09-10 17:11:36 +02:00
055089bf76 better landmarks log
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2024-09-10 17:07:26 +02:00
3475990e5f fixed timing and optimizer speed
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2024-09-10 16:53:16 +02:00
7cbf5a037c display more landmark information
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2024-09-10 16:15:08 +02:00
20f20da9c5 fixed int score
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2024-09-10 10:16:01 +02:00
b11f082803 more automation 2024-09-10 10:12:53 +02:00
0ae20e4995 use fastlane to deploy android app 2024-09-06 08:26:44 +02:00
728b954643 added image and website urls
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2024-08-28 18:08:09 +02:00
83d83b03a9 Merge pull request 'fix memcache usage' (#18) from fix/backend-usable-memcached into main
Reviewed-on: #18
2024-08-24 15:45:47 +00:00
87ef37f0a9 Merge branch 'feature/frontend-onboarding' 2024-08-24 17:45:07 +02:00
5912f562c3 Merge pull request 'location picker and ui fixes' (#17) from feature/frontend/location-picker into main
Reviewed-on: #17
2024-08-24 15:36:10 +00:00
eaecc27305 onboarding screen proof of concept
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2024-08-17 13:12:46 +02:00
003b8d0f9c better time management for optimizer 2024-08-12 18:52:01 +02:00
a1fcc8d23b added duration
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2024-08-12 16:07:53 +02:00
da921171e9 more balanced scores
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2024-08-12 15:58:30 +02:00
d24bc2470b navigation intent gets opened correctly
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2024-08-11 16:06:20 +02:00
6d3399640e use more fitting floating action button, cleanup
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2024-08-10 17:14:56 +02:00
e951032f11 fix memcache usage
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2024-08-10 15:12:39 +02:00
22ca038017 trip loading (from device storage) much improved
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2024-08-09 11:39:11 +02:00
311b1c2218 location picker and ui fixes
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2024-08-09 00:48:45 +02:00
bea3a65fec Merge pull request 'Tentatively enable communication between front + backend' (#15) from feature/frontend-backend-interoperability into main
Reviewed-on: #15
2024-08-06 13:51:31 +00:00
f71b9b19a6 show correct landmark types when fetching from api
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2024-08-06 14:34:12 +02:00
89511f39cb better errorhandling, slimmed down optimizer
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2024-08-05 16:03:29 +02:00
71d9554d97 ui improvements for trips and landmarks
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2024-08-05 10:18:00 +02:00
c87a01b2e8 overhaul using a trip struct that notifies its ui dependencies
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2024-08-03 17:17:48 +02:00
5748630b99 bare implementation of comuncation with the api
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2024-08-01 22:48:28 +02:00
016622c7af frontend compliant with backend
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2024-08-01 19:35:25 +02:00
bf129b201d more straightforward logging 2024-08-01 19:34:48 +02:00
86bcec6b29 frontend groundwork
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2024-08-01 17:56:06 +02:00
07dde5ab58 persistence for recurring api calls
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2024-07-31 12:54:25 +02:00
db82495f11 rename frontend components to anyway 2024-07-30 22:49:28 +02:00
889b6c2096 added wikidata throttle to gitignore 2024-07-27 21:05:13 +02:00
165 changed files with 5681 additions and 2423 deletions

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@@ -0,0 +1,24 @@
on:
push:
tags:
- v*
name: Build and deploy the backend to production
jobs:
build-and-push:
name: Build and push image
uses: ./.gitea/workflows/workflow_build-image.yaml
with:
tag: stable
secrets:
PACKAGE_REGISTRY_ACCESS: ${{ secrets.PACKAGE_REGISTRY_ACCESS }}
deploy-prod:
name: Deploy to production
uses: ./.gitea/workflows/workflow_deploy-container.yaml
with:
overlay: prod
secrets:
KUBE_CONFIG: ${{ secrets.KUBE_CONFIG }}
needs: build-and-push

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@@ -0,0 +1,26 @@
on:
pull_request:
branches:
- main
paths:
- backend/**
name: Build and deploy the backend to staging
jobs:
build-and-push:
name: Build and push image
uses: ./.gitea/workflows/workflow_build-image.yaml
with:
tag: unstable
secrets:
PACKAGE_REGISTRY_ACCESS: ${{ secrets.PACKAGE_REGISTRY_ACCESS }}
deploy-prod:
name: Deploy to staging
uses: ./.gitea/workflows/workflow_deploy-container.yaml
with:
overlay: stg
secrets:
KUBE_CONFIG: ${{ secrets.KUBE_CONFIG }}
needs: build-and-push

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@@ -43,8 +43,10 @@ jobs:
working-directory: ./frontend
- name: Add required secrets
env:
ANDROID_SECRETS_PROPERTIES: ${{ secrets.ANDROID_SECRETS_PROPERTIES }}
run: |
echo ${{ secrets.ANDROID_SECRETS_PROPERTIES }} > ./android/secrets.properties
echo "$ANDROID_SECRETS_PROPERTIES" >> ./android/secrets.properties
working-directory: ./frontend
- name: Sanity check

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@@ -0,0 +1,39 @@
on:
push:
tags:
- v*
jobs:
push-to-remote:
# We want to use the macos runner provided by github actions. This requires to push to a remote first.
# After the push we can use the action under frontend/.github/actions/ to deploy properly using fastlane on macos.
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v3
with:
path: 'src'
- name: Checkout remote repository
uses: actions/checkout@v3
with:
path: 'dest'
ref: 'main'
github-server-url: 'https://github.com'
repository: 'moll-re/anyway-frontend-builder'
token: ${{ secrets.PUSH_GITHUB_API_TOKEN }}
fetch-depth: 0
persist-credentials: true
- name: Copy files to remote repository
run: cp -r src/frontend/. dest/
- name: Commit and push changes
run: |
cd dest
git config --global user.email "me@moll.re"
git config --global user.name "[bot]"
git add .
git commit -m "Automatic code update for tag"
git tag -a ${{ github.ref_name }} -m "mirrored tag"
git push origin main --tags

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@@ -1,12 +1,17 @@
on:
pull_request:
branches:
- main
paths:
- backend/**
workflow_call:
inputs:
tag:
required: true
type: string
secrets:
PACKAGE_REGISTRY_ACCESS:
required: true
name: Build and push docker image
jobs:
build:
name: Build
@@ -29,5 +34,5 @@ jobs:
uses: docker/build-push-action@v5
with:
context: backend
tags: git.kluster.moll.re/anydev/anyway-backend:latest
tags: git.kluster.moll.re/anydev/anyway-backend:${{ inputs.tag }}
push: true

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@@ -0,0 +1,35 @@
on:
workflow_call:
inputs:
overlay:
required: true
type: string
secrets:
KUBE_CONFIG:
required: true
name: Deploy the newly built container
jobs:
deploy:
name: Deploy
runs-on: ubuntu-latest
steps:
- uses: https://gitea.com/actions/checkout@v4
with:
submodules: true
- name: setup kubectl
uses: https://github.com/azure/setup-kubectl@v4
- name: Set kubeconfig
run: |
echo "${{ secrets.KUBE_CONFIG }}" > kubeconfig
- name: Deploy to k8s
run: |
kubectl apply -k backend/deployment/overlays/${{ inputs.overlay }} --kubeconfig=kubeconfig
kubectl -n anyway-backend rollout restart deployment/anyway-backend-${{ inputs.overlay }} --kubeconfig=kubeconfig

3
.gitmodules vendored Normal file
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@@ -0,0 +1,3 @@
[submodule "backend/deployment"]
path = backend/deployment
url = https://git.kluster.moll.re/anydev/anyway-backend-deployment

6
backend/.gitignore vendored
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@@ -1,6 +1,10 @@
# osm-cache
# osm-cache and wikidata cache
cache/
apicache/
# wikidata throttle
*.ctrl
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]

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@@ -13,5 +13,6 @@ EXPOSE 8000
# Set environment variables used by the deployment. These can be overridden by the user using this image.
ENV NUM_WORKERS=1
ENV OSM_CACHE_DIR=/cache
ENV MEMCACHED_HOST_PATH=none
CMD fastapi run src/main.py --port 8000 --workers $NUM_WORKERS

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@@ -9,8 +9,9 @@ name = "pypi"
numpy = "*"
fastapi = "*"
pydantic = "*"
geopy = "*"
shapely = "*"
scipy = "*"
osmpythontools = "*"
pywikibot = "*"
pymemcache = "*"
fastapi-cli = "*"

2219
backend/Pipfile.lock generated

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@@ -9,8 +9,11 @@ This repository contains the backend code for the application. It utilizes FastA
- Since the application is aimed to be deployed in a container, the `Dockerfile` is provided to build the image.
### Deployment
To deploy the backend docker container, we use kubernetes. The deployment configuration is located under [https://git.kluster.moll.re/anydev/deployment-backend/](https://git.kluster.moll.re/anydev/deployment-backend/).
To deploy the backend docker container, we use kubernetes. Modifications to the backend are automatically pushed to a two-stage environment through the CI pipeline. See [deployment/README](deployment/README.md] for further information.
The deployment configuration is included as a submodule in the `deployment` directory. The standalone repository is under [https://git.kluster.moll.re/anydev/anyway-backend-deployment/](https://git.kluster.moll.re/anydev/anyway-backend-deployment/).
## Development
TBD
TBD

1
backend/deployment Submodule

Submodule backend/deployment added at 718df09e88

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@@ -15,13 +15,21 @@ OSM_CACHE_DIR = Path(cache_dir_string)
import logging
import yaml
# if we are in a debug session, set verbose and rich logging
if os.getenv('DEBUG', "false") == "true":
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',
)
LOGGING_CONFIG = LOCATION_PREFIX / 'log_config.yaml'
config = yaml.safe_load(LOGGING_CONFIG.read_text())
logging.config.dictConfig(config)
# if we are in a debug session, set the log level to debug
if os.getenv('DEBUG', False):
logging.getLogger().setLevel(logging.DEBUG)
MEMCACHED_HOST_PATH = os.getenv('MEMCACHED_HOST_PATH', None)
if MEMCACHED_HOST_PATH == "none":
MEMCACHED_HOST_PATH = None

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@@ -1,34 +0,0 @@
version: 1
disable_existing_loggers: False
formatters:
simple:
format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
handlers:
console:
class: rich.logging.RichHandler
formatter: simple
# access:
# class: logging.FileHandler
# filename: logs/access.log
# level: INFO
# formatter: simple
loggers:
uvicorn.error:
level: INFO
handlers:
- console
propagate: no
# uvicorn.access:
# level: INFO
# handlers:
# - access
# propagate: no
root:
level: INFO
handlers:
- console
propagate: yes

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@@ -1,12 +1,14 @@
import logging
from fastapi import FastAPI, Query, Body
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
logger = logging.getLogger(__name__)
@@ -17,8 +19,8 @@ optimizer = Optimizer()
refiner = Refiner(optimizer=optimizer)
@app.post("/route/new")
def get_route(preferences: Preferences, start: tuple[float, float], end: tuple[float, float] | None = None) -> str:
@app.post("/trip/new")
def new_trip(preferences: Preferences, start: tuple[float, float], end: tuple[float, float] | None = None) -> Trip:
'''
Main function to call the optimizer.
:param preferences: the preferences specified by the user as the post body
@@ -27,15 +29,17 @@ def get_route(preferences: Preferences, start: tuple[float, float], end: tuple[f
:return: the uuid of the first landmark in the optimized route
'''
if preferences is None:
raise ValueError("Please provide preferences in the form of a 'Preference' BaseModel class.")
raise HTTPException(status_code=406, detail="Preferences not provided")
if preferences.shopping.score == 0 and preferences.sightseeing.score == 0 and preferences.nature.score == 0:
raise HTTPException(status_code=406, detail="All preferences are 0.")
if start is None:
raise ValueError("Please provide the starting coordinates as a tuple of floats.")
raise HTTPException(status_code=406, detail="Start coordinates not provided")
if end is None:
end = start
logger.info("No end coordinates provided. Using start=end.")
start_landmark = Landmark(name='start', type='start', location=(start[0], start[1]), osm_type='start', osm_id=0, attractiveness=0, must_do=True, n_tags = 0)
end_landmark = Landmark(name='end', type='finish', location=(end[0], end[1]), osm_type='end', osm_id=0, attractiveness=0, must_do=True, n_tags = 0)
end_landmark = Landmark(name='finish', type='finish', location=(end[0], end[1]), osm_type='end', osm_id=0, attractiveness=0, must_do=True, n_tags = 0)
# Generate the landmarks from the start location
landmarks, landmarks_short = manager.generate_landmarks_list(
@@ -47,22 +51,37 @@ def get_route(preferences: Preferences, start: tuple[float, float], end: tuple[f
landmarks_short.insert(0, start_landmark)
landmarks_short.append(end_landmark)
# TODO infer these parameters from the preferences
max_walking_time = 4 # hours
detour = 30 # minutes
# First stage optimization
base_tour = optimizer.solve_optimization(max_walking_time*60, landmarks_short)
try:
base_tour = optimizer.solve_optimization(preferences.max_time_minute, landmarks_short)
except ArithmeticError:
raise HTTPException(status_code=500, detail="No solution found")
except TimeoutError:
raise HTTPException(status_code=500, detail="Optimzation took too long")
# Second stage optimization
refined_tour = refiner.refine_optimization(landmarks, base_tour, max_walking_time*60, detour)
refined_tour = refiner.refine_optimization(landmarks, base_tour, preferences.max_time_minute, preferences.detour_tolerance_minute)
linked_tour = LinkedLandmarks(refined_tour)
return linked_tour[0].uuid
# upon creation of the trip, persistence of both the trip and its landmarks is ensured
trip = Trip.from_linked_landmarks(linked_tour, cache_client)
return trip
#### For already existing trips/landmarks
@app.get("/trip/{trip_uuid}")
def get_trip(trip_uuid: str) -> Trip:
try:
trip = cache_client.get(f"trip_{trip_uuid}")
return trip
except KeyError:
raise HTTPException(status_code=404, detail="Trip not found")
@app.get("/landmark/{landmark_uuid}")
def get_landmark(landmark_uuid: str) -> Landmark:
#cherche dans linked_tour et retourne le landmark correspondant
pass
try:
landmark = cache_client.get(f"landmark_{landmark_uuid}")
return landmark
except KeyError:
raise HTTPException(status_code=404, detail="Landmark not found")

View File

@@ -1,3 +1,6 @@
# Tags were picked mostly arbitrarily, based on the OSM wiki and the OSM tags page.
# See https://taginfo.openstreetmap.org for more inspiration.
nature:
leisure: park
geological: ''
@@ -11,7 +14,24 @@ nature:
- alpine_hut
- viewpoint
- zoo
waterway: waterfall
- resort
- picnic_site
water:
- pond
- lake
- river
- basin
- stream
- lagoon
- rapids
waterway:
- waterfall
- river
- canal
- dam
- dock
- boatyard
shopping:
shop:
@@ -23,10 +43,48 @@ sightseeing:
- museum
- attraction
- gallery
- artwork
- aquarium
historic: ''
amenity:
- planetarium
- place_of_worship
- fountain
- townhall
water:
- reflecting_pool
bridge:
- aqueduct
- viaduct
- boardwalk
- cantilever
- abandoned
building:
- church
- chapel
- mosque
- synagogue
- ruins
- temple
- government
- cathedral
- castle
- museum
# to be used later on
restauration:
shop:
- coffee
- bakery
- restaurant
- pastry
amenity:
- restaurant
- cafe
- ice_cream
- food_court
- biergarten

View File

@@ -1,6 +1,11 @@
city_bbox_side: 5000 #m
city_bbox_side: 7500 #m
radius_close_to: 50
church_coeff: 0.8
park_coeff: 1.2
tag_coeff: 10
church_coeff: 0.5
nature_coeff: 1.25
overall_coeff: 10
tag_exponent: 1.15
image_bonus: 10
viewpoint_bonus: 15
wikipedia_bonus: 6
N_important: 40
pay_bonus: -1

View File

@@ -1,4 +1,6 @@
detour_factor: 1.4
detour_corridor_width: 200
detour_corridor_width: 300
average_walking_speed: 4.8
max_landmarks: 7
max_landmarks: 10
max_landmarks_refiner: 30
overshoot: 1.8

View File

@@ -0,0 +1,28 @@
from pymemcache.client.base import Client
from pymemcache import serde
import constants
class DummyClient:
_data = {}
def set(self, key, value, **kwargs):
self._data[key] = value
def set_many(self, data, **kwargs):
self._data.update(data)
def get(self, key, **kwargs):
return self._data[key]
if constants.MEMCACHED_HOST_PATH is None:
client = DummyClient()
else:
client = Client(
constants.MEMCACHED_HOST_PATH,
timeout = 1,
allow_unicode_keys = True,
encoding = 'utf-8',
serde = serde.pickle_serde
)

View File

@@ -5,7 +5,7 @@ from uuid import uuid4
# Output to frontend
class Landmark(BaseModel) :
# Properties of the landmark
name : str
type: Literal['sightseeing', 'nature', 'shopping', 'start', 'finish']
@@ -14,25 +14,39 @@ class Landmark(BaseModel) :
osm_id : int
attractiveness : int
n_tags : int
image_url : Optional[str] = None # TODO future
image_url : Optional[str] = None
website_url : Optional[str] = None
description : Optional[str] = None # TODO future
duration : Optional[int] = 0 # TODO future
duration : Optional[int] = 0
name_en : Optional[str] = None
# Unique ID of a given landmark
uuid: str = Field(default_factory=uuid4) # TODO implement this ASAP
uuid: str = Field(default_factory=uuid4)
# Additional properties depending on specific tour
must_do : Optional[bool] = False
must_avoid : Optional[bool] = False
is_secondary : Optional[bool] = False # TODO future
time_to_reach_next : Optional[int] = 0 # TODO fix this in existing code
next_uuid : Optional[str] = None # TODO implement this ASAP
def __hash__(self) -> int:
return self.uuid.int
time_to_reach_next : Optional[int] = 0
next_uuid : Optional[str] = None
def __str__(self) -> str:
time_to_next_str = f", time_to_next={self.time_to_reach_next}" if self.time_to_reach_next else ""
return f'Landmark({self.type}): [{self.name} @{self.location}, score={self.attractiveness}{time_to_next_str}]'
is_secondary_str = f", secondary" if self.is_secondary else ""
type_str = '(' + self.type + ')'
if self.type in ["start", "finish", "nature", "shopping"] : type_str += '\t '
return f'Landmark{type_str}: [{self.name} @{self.location}, score={self.attractiveness}{time_to_next_str}{is_secondary_str}]'
def distance(self, value: 'Landmark') -> float:
return (self.location[0] - value.location[0])**2 + (self.location[1] - value.location[1])**2
def __hash__(self) -> int:
return hash(self.name)
def __eq__(self, value: 'Landmark') -> bool:
# eq and hash must be consistent
# in particular, if two objects are equal, their hash must be equal
# uuid and osm_id are just shortcuts to avoid comparing all the properties
# if they are equal, we know that the name is also equal and in turn the hash is equal
return self.uuid == value.uuid or self.osm_id == value.osm_id or (self.name == value.name and self.distance(value) < 0.001)

View File

@@ -1,4 +1,3 @@
import uuid
from .landmark import Landmark
from utils.get_time_separation import get_time
@@ -9,8 +8,7 @@ class LinkedLandmarks:
"""
_landmarks = list[Landmark]
total_time = int
uuid = str
total_time: int = 0
def __init__(self, data: list[Landmark] = None) -> None:
"""
@@ -19,7 +17,6 @@ class LinkedLandmarks:
Args:
data (list[Landmark], optional): The list of landmarks that are linked together. Defaults to None.
"""
self.uuid = uuid.uuid4()
self._landmarks = data if data else []
self._link_landmarks()
@@ -28,7 +25,11 @@ class LinkedLandmarks:
"""
Create the links between the landmarks in the list by setting their .next_uuid and the .time_to_next attributes.
"""
self.total_time = 0
# Mark secondary landmarks as such
self.update_secondary_landmarks()
for i, landmark in enumerate(self._landmarks[:-1]):
landmark.next_uuid = self._landmarks[i + 1].uuid
time_to_next = get_time(landmark.location, self._landmarks[i + 1].location)
@@ -38,24 +39,26 @@ class LinkedLandmarks:
self._landmarks[-1].next_uuid = None
self._landmarks[-1].time_to_reach_next = 0
def update_secondary_landmarks(self) -> None:
# Extract the attractiveness scores and sort them in descending order
scores = sorted([landmark.attractiveness for landmark in self._landmarks], reverse=True)
# Determine the 10th highest score
if len(scores) >= 10:
threshold_score = scores[9]
else:
# If there are fewer than 10 landmarks, use the lowest score in the list as the threshold
threshold_score = min(scores) if scores else 0
# Update 'is_secondary' for landmarks with attractiveness below the threshold score
for landmark in self._landmarks:
if landmark.attractiveness < threshold_score and landmark.type not in ["start", "finish"]:
landmark.is_secondary = True
def __getitem__(self, index: int) -> Landmark:
return self._landmarks[index]
def __str__(self) -> str:
return f"LinkedLandmarks, total time: {self.total_time} minutes, {len(self._landmarks)} stops: [{','.join([str(landmark) for landmark in self._landmarks])}]"
def asdict(self) -> dict:
"""
Convert the linked landmarks to a json serializable dictionary.
Returns:
dict: A dictionary representation of the linked landmarks.
"""
return {
'uuid': self.uuid,
'total_time': self.total_time,
'landmarks': [landmark.dict() for landmark in self._landmarks]
}
return f"LinkedLandmarks [{' ->'.join([str(landmark) for landmark in self._landmarks])}]"

View File

@@ -2,7 +2,6 @@ from pydantic import BaseModel
from typing import Optional, Literal
class Preference(BaseModel) :
name: str
type: Literal['sightseeing', 'nature', 'shopping', 'start', 'finish']
score: int # score could be from 1 to 5
@@ -17,5 +16,5 @@ class Preferences(BaseModel) :
# Shopping (diriger plutôt vers des zones / rues commerçantes)
shopping : Preference
max_time_minute: Optional[int] = 6*60
max_time_minute: Optional[int] = 6*60
detour_tolerance_minute: Optional[int] = 0

View File

@@ -0,0 +1,31 @@
from pydantic import BaseModel, Field
from pymemcache.client.base import Client
from .linked_landmarks import LinkedLandmarks
import uuid
class Trip(BaseModel):
uuid: str = Field(default_factory=uuid.uuid4)
total_time: int
first_landmark_uuid: str
@classmethod
def from_linked_landmarks(self, landmarks: LinkedLandmarks, cache_client: Client) -> "Trip":
"""
Initialize a new Trip object and ensure it is stored in the cache.
"""
trip = Trip(
total_time = landmarks.total_time,
first_landmark_uuid = str(landmarks[0].uuid)
)
# Store the trip in the cache
cache_client.set(f"trip_{trip.uuid}", trip)
# make sure to await the result (noreply=False). Otherwise the cache might not be inplace when the trip is actually requested
cache_client.set_many({f"landmark_{landmark.uuid}": landmark for landmark in landmarks}, expire=3600, noreply=False)
# is equivalent to:
# for landmark in landmarks:
# cache_client.set(f"landmark_{landmark.uuid}", landmark, expire=3600)
return trip

View File

@@ -20,22 +20,12 @@ def test(start_coords: tuple[float, float], finish_coords: tuple[float, float] =
preferences = Preferences(
sightseeing=Preference(
name='sightseeing',
type='sightseeing',
score = 5),
nature=Preference(
name='nature',
type='nature',
score = 5),
shopping=Preference(
name='shopping',
type='shopping',
score = 5),
max_time_minute=180,
detour_tolerance_minute=30
)
sightseeing=Preference(type='sightseeing', score = 5),
nature=Preference(type='nature', score = 5),
shopping=Preference(type='shopping', score = 5),
max_time_minute=100,
detour_tolerance_minute=0
)
# Create start and finish
if finish_coords is None :
@@ -69,7 +59,11 @@ def test(start_coords: tuple[float, float], finish_coords: tuple[float, float] =
refined_tour = refiner.refine_optimization(all_landmarks=landmarks, base_tour=base_tour, max_time = preferences.max_time_minute, detour = preferences.detour_tolerance_minute)
linked_tour = LinkedLandmarks(refined_tour)
logger.info(f"Optimized route: {linked_tour}")
total_time = 0
logger.info("Optimized route : ")
for l in linked_tour :
logger.info(f"{l}")
logger.info(f"Estimated length of tour : {linked_tour.total_time} mintutes and visiting {len(linked_tour._landmarks)} landmarks.")
# with open('linked_tour.yaml', 'w') as f:
# yaml.dump(linked_tour.asdict(), f)
@@ -77,9 +71,9 @@ def test(start_coords: tuple[float, float], finish_coords: tuple[float, float] =
return linked_tour
#test(tuple((48.8344400, 2.3220540))) # Café Chez César
#test(tuple((48.8375946, 2.2949904))) # Point random
#test(tuple((47.377859, 8.540585))) # Zurich HB
#test(tuple((45.7576485, 4.8330241))) # Lyon Bellecour
# test(tuple((48.8344400, 2.3220540))) # Café Chez César
# test(tuple((48.8375946, 2.2949904))) # Point random
# test(tuple((47.377859, 8.540585))) # Zurich HB
# test(tuple((45.758217, 4.831814))) # Lyon Bellecour
test(tuple((48.5848435, 7.7332974))) # Strasbourg Gare
#test(tuple((48.2067858, 16.3692340))) # Vienne
# test(tuple((48.2067858, 16.3692340))) # Vienne

View File

@@ -1,5 +1,5 @@
import yaml
from geopy.distance import geodesic
from math import sin, cos, sqrt, atan2, radians
import constants
@@ -8,6 +8,7 @@ with constants.OPTIMIZER_PARAMETERS_PATH.open('r') as f:
DETOUR_FACTOR = parameters['detour_factor']
AVERAGE_WALKING_SPEED = parameters['average_walking_speed']
EARTH_RADIUS_KM = 6373
def get_time(p1: tuple[float, float], p2: tuple[float, float]) -> int:
"""
@@ -16,24 +17,34 @@ def get_time(p1: tuple[float, float], p2: tuple[float, float]) -> int:
Args:
p1 (Tuple[float, float]): Coordinates of the starting location.
p2 (Tuple[float, float]): Coordinates of the destination.
detour (float): Detour factor affecting the distance.
speed (float): Walking speed in kilometers per hour.
Returns:
Returns:
int: Time to travel from p1 to p2 in minutes.
"""
# Compute the straight-line distance in km
if p1 == p2 :
if p1 == p2:
return 0
else:
dist = geodesic(p1, p2).kilometers
else:
# Compute the distance in km along the surface of the Earth
# (assume spherical Earth)
# this is the haversine formula, stolen from stackoverflow
# in order to not use any external libraries
lat1, lon1 = radians(p1[0]), radians(p1[1])
lat2, lon2 = radians(p2[0]), radians(p2[1])
# Consider the detour factor for average cityto deterline walking distance (in km)
walk_dist = dist*DETOUR_FACTOR
dlon = lon2 - lon1
dlat = lat2 - lat1
a = sin(dlat / 2)**2 + cos(lat1) * cos(lat2) * sin(dlon / 2)**2
c = 2 * atan2(sqrt(a), sqrt(1 - a))
distance = EARTH_RADIUS_KM * c
# Consider the detour factor for average an average city
walk_distance = distance * DETOUR_FACTOR
# Time to walk this distance (in minutes)
walk_time = walk_dist/AVERAGE_WALKING_SPEED*60
walk_time = walk_distance / AVERAGE_WALKING_SPEED * 60
return round(walk_time)

View File

@@ -1,35 +1,27 @@
import math as m
import math
import yaml
import logging
from OSMPythonTools.overpass import Overpass, overpassQueryBuilder
from OSMPythonTools.cachingStrategy import CachingStrategy, JSON
from pywikibot import ItemPage, Site
from pywikibot import config
config.put_throttle = 0
config.maxlag = 0
from structs.preferences import Preferences, Preference
from structs.preferences import Preferences
from structs.landmark import Landmark
from .take_most_important import take_most_important
import constants
SIGHTSEEING = 'sightseeing'
NATURE = 'nature'
SHOPPING = 'shopping'
# silence the overpass logger
logging.getLogger('OSMPythonTools').setLevel(level=logging.CRITICAL)
class LandmarkManager:
logger = logging.getLogger(__name__)
city_bbox_side: int # bbox side in meters
radius_close_to: int # radius in meters
church_coeff: float # coeff to adjsut score of churches
park_coeff: float # coeff to adjust score of parks
tag_coeff: float # coeff to adjust weight of tags
nature_coeff: float # coeff to adjust score of parks
overall_coeff: float # coeff to adjust weight of tags
N_important: int # number of important landmarks to consider
@@ -40,13 +32,23 @@ class LandmarkManager:
with constants.LANDMARK_PARAMETERS_PATH.open('r') as f:
parameters = yaml.safe_load(f)
self.city_bbox_side = parameters['city_bbox_side']
self.max_bbox_side = parameters['city_bbox_side']
self.radius_close_to = parameters['radius_close_to']
self.church_coeff = parameters['church_coeff']
self.park_coeff = parameters['park_coeff']
self.tag_coeff = parameters['tag_coeff']
self.nature_coeff = parameters['nature_coeff']
self.overall_coeff = parameters['overall_coeff']
self.tag_exponent = parameters['tag_exponent']
self.image_bonus = parameters['image_bonus']
self.wikipedia_bonus = parameters['wikipedia_bonus']
self.viewpoint_bonus = parameters['viewpoint_bonus']
self.pay_bonus = parameters['pay_bonus']
self.N_important = parameters['N_important']
with constants.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)
@@ -64,88 +66,42 @@ class LandmarkManager:
preferences (Preferences): The user's preference settings that influence the landmark selection.
Returns:
tuple[list[Landmark], list[Landmark]]:
- A list of all existing landmarks.
- A list of the most important landmarks based on the user's preferences.
tuple[list[Landmark], list[Landmark]]:
- A list of all existing landmarks.
- A list of the most important landmarks based on the user's preferences.
"""
L = []
bbox = self.create_bbox(center_coordinates)
max_walk_dist = (preferences.max_time_minute/2)/60*self.walking_speed*1000/self.detour_factor
reachable_bbox_side = min(max_walk_dist, self.max_bbox_side)
# use set to avoid duplicates, this requires some __methods__ to be set in Landmark
all_landmarks = set()
bbox = self.create_bbox(center_coordinates, reachable_bbox_side)
# list for sightseeing
if preferences.sightseeing.score != 0:
score_function = lambda loc, n_tags: int((self.count_elements_close_to(loc) + ((n_tags**1.2)*self.tag_coeff) )*self.church_coeff)
L1 = self.fetch_landmarks(bbox, self.amenity_selectors['sightseeing'], SIGHTSEEING, score_function)
self.correct_score(L1, preferences.sightseeing)
L += L1
score_function = lambda score: score * 10 * preferences.sightseeing.score / 5
current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['sightseeing'], preferences.sightseeing.type, score_function)
all_landmarks.update(current_landmarks)
# list for nature
if preferences.nature.score != 0:
score_function = lambda loc, n_tags: int((self.count_elements_close_to(loc) + ((n_tags**1.2)*self.tag_coeff) )*self.park_coeff)
L2 = self.fetch_landmarks(bbox, self.amenity_selectors['nature'], NATURE, score_function)
self.correct_score(L2, preferences.nature)
L += L2
score_function = lambda score: score * 10 * self.nature_coeff * preferences.nature.score / 5
current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['nature'], preferences.nature.type, score_function)
all_landmarks.update(current_landmarks)
# list for shopping
if preferences.shopping.score != 0:
score_function = lambda loc, n_tags: int(self.count_elements_close_to(loc) + ((n_tags**1.2)*self.tag_coeff))
L3 = self.fetch_landmarks(bbox, self.amenity_selectors['shopping'], SHOPPING, score_function)
self.correct_score(L3, preferences.shopping)
L += L3
L = self.remove_duplicates(L)
L_constrained = take_most_important(L, self.N_important)
self.logger.info(f'Generated {len(L)} landmarks around {center_coordinates}, and constrained to {len(L_constrained)} most important ones.')
return L, L_constrained
score_function = lambda score: score * 10 * preferences.shopping.score / 5
current_landmarks = self.fetch_landmarks(bbox, self.amenity_selectors['shopping'], preferences.shopping.type, score_function)
all_landmarks.update(current_landmarks)
def remove_duplicates(self, landmarks: list[Landmark]) -> list[Landmark]:
"""
Removes duplicate landmarks based on their names from the given list. Only retains the landmark with highest score
landmarks_constrained = take_most_important(all_landmarks, self.N_important)
self.logger.info(f'Generated {len(all_landmarks)} landmarks around {center_coordinates}, and constrained to {len(landmarks_constrained)} most important ones.')
Parameters:
landmarks (list[Landmark]): A list of Landmark objects.
return all_landmarks, landmarks_constrained
Returns:
list[Landmark]: A list of unique Landmark objects based on their names.
"""
L_clean = []
names = []
for landmark in landmarks:
if landmark.name in names:
continue
else:
names.append(landmark.name)
L_clean.append(landmark)
return L_clean
def correct_score(self, landmarks: list[Landmark], preference: Preference):
"""
Adjust the attractiveness score of each landmark in the list based on user preferences.
This method updates the attractiveness of each landmark by scaling it according to the user's preference score.
The score adjustment is computed using a simple linear transformation based on the preference score.
Args:
landmarks (list[Landmark]): A list of landmarks whose scores need to be corrected.
preference (Preference): The user's preference settings that influence the attractiveness score adjustment.
Raises:
TypeError: If the type of any landmark in the list does not match the expected type in the preference.
"""
if len(landmarks) == 0:
return
if landmarks[0].type != preference.type:
raise TypeError(f"LandmarkType {preference.type} does not match the type of Landmark {landmarks[0].name}")
for elem in landmarks:
elem.attractiveness = int(elem.attractiveness*preference.score/5) # arbitrary computation
def count_elements_close_to(self, coordinates: tuple[float, float]) -> int:
@@ -168,7 +124,7 @@ class LandmarkManager:
radius = self.radius_close_to
alpha = (180*radius) / (6371000*m.pi)
alpha = (180 * radius) / (6371000 * math.pi)
bbox = {'latLower':lat-alpha,'lonLower':lon-alpha,'latHigher':lat+alpha,'lonHigher': lon+alpha}
# Build the query to find elements within the radius
@@ -191,12 +147,13 @@ class LandmarkManager:
return 0
def create_bbox(self, coordinates: tuple[float, float]) -> tuple[float, float, float, float]:
def create_bbox(self, coordinates: tuple[float, float], reachable_bbox_side: int) -> tuple[float, float, float, float]:
"""
Create a bounding box around the given coordinates.
Args:
coordinates (tuple[float, float]): The latitude and longitude of the center of the bounding box.
reachable_bbox_side (int): The side length of the bounding box in meters.
Returns:
tuple[float, float, float, float]: The minimum latitude, minimum longitude, maximum latitude, and maximum longitude
@@ -207,11 +164,11 @@ class LandmarkManager:
lon = coordinates[1]
# Half the side length in km (since it's a square bbox)
half_side_length_km = self.city_bbox_side / 2 / 1000
half_side_length_km = reachable_bbox_side / 2 / 1000
# Convert distance to degrees
lat_diff = half_side_length_km / 111 # 1 degree latitude is approximately 111 km
lon_diff = half_side_length_km / (111 * m.cos(m.radians(lat))) # Adjust for longitude based on latitude
lon_diff = half_side_length_km / (111 * math.cos(math.radians(lat))) # Adjust for longitude based on latitude
# Calculate bbox
min_lat = lat - lat_diff
@@ -250,32 +207,32 @@ class LandmarkManager:
query = overpassQueryBuilder(
bbox = bbox,
elementType = ['way', 'relation'],
# selector can in principle be a list already,
# but it generates the intersection of the queries
# we want the union
selector = sel,
# conditions = [],
conditions = ['count_tags()>5'],
includeCenter = True,
out = 'body'
)
self.logger.debug(f"Query: {query}")
try:
result = self.overpass.query(query)
except Exception as e:
self.logger.error(f"Error fetching landmarks: {e}")
return
continue
for elem in result.elements():
name = elem.tag('name') # Add name
location = (elem.centerLat(), elem.centerLon()) # Add coordinates (lat, lon)
name = elem.tag('name')
location = (elem.centerLat(), elem.centerLon())
# TODO: exclude these from the get go
# skip if unprecise location
if name is None or location[0] is None:
continue
# skip if unused
if 'disused:leisure' in elem.tags().keys():
continue
# skip if part of another building
if 'building:part' in elem.tags().keys() and elem.tag('building:part') == 'yes':
continue
@@ -284,33 +241,39 @@ class LandmarkManager:
osm_id = elem.id() # Add OSM id
elem_type = landmarktype # Add the landmark type as 'sightseeing,
n_tags = len(elem.tags().keys()) # Add number of tags
score = n_tags**self.tag_exponent # Add score
website_url = None
image_url = None
name_en = None
# remove specific tags
skip = False
for tag in elem.tags().keys():
if "pay" in tag:
n_tags -= 1 # discard payment options for tags
# payment options are a good sign
score += self.pay_bonus
if "disused" in tag:
skip = True # skip disused amenities
# skip disused amenities
skip = True
break
if "wikipedia" in tag:
n_tags += 3 # wikipedia entries count more
if "wiki" in tag:
# wikipedia entries count more
score += self.wikipedia_bonus
if tag == "wikidata":
Q = elem.tag('wikidata')
site = Site("wikidata", "wikidata")
item = ItemPage(site, Q)
item.get()
n_languages = len(item.labels)
n_tags += n_languages/10
if "viewpoint" in tag:
score += self.viewpoint_bonus
duration = 10
if "image" in tag:
score += self.image_bonus
if elem_type != "nature":
if "leisure" in tag and elem.tag('leisure') == "park":
elem_type = "nature"
if landmarktype != SHOPPING:
if landmarktype != "shopping":
if "shop" in tag:
skip = True
break
@@ -319,23 +282,44 @@ class LandmarkManager:
skip = True
break
if tag in ['website', 'contact:website']:
website_url = elem.tag(tag)
if tag == 'image':
image_url = elem.tag('image')
if tag =='name:en':
name_en = elem.tag('name:en')
if skip:
continue
score = score_function(location, n_tags)
if score != 0:
# Generate the landmark and append it to the list
landmark = Landmark(
name=name,
type=elem_type,
location=location,
osm_type=osm_type,
osm_id=osm_id,
attractiveness=score,
must_do=False,
n_tags=int(n_tags)
)
return_list.append(landmark)
score = score_function(score)
if "place_of_worship" in elem.tags().values():
score = score * self.church_coeff
duration = 15
elif "museum" in elem.tags().values():
score = score * self.church_coeff
duration = 60
else:
duration = 5
# finally create our own landmark object
landmark = Landmark(
name = name,
type = elem_type,
location = location,
osm_type = osm_type,
osm_id = osm_id,
attractiveness = int(score),
must_do = False,
n_tags = int(n_tags),
duration = int(duration),
name_en = name_en,
image_url = image_url,
website_url = website_url
)
return_list.append(landmark)
self.logger.debug(f"Fetched {len(return_list)} landmarks of type {landmarktype} in {bbox}")
@@ -357,7 +341,7 @@ def dict_to_selector_list(d: dict) -> list:
for key, value in d.items():
if type(value) == list:
val = '|'.join(value)
return_list.append(f'{key}~"{val}"')
return_list.append(f'{key}~"^({val})$"')
elif type(value) == str and len(value) == 0:
return_list.append(f'{key}')
else:

View File

@@ -3,7 +3,6 @@ import numpy as np
from scipy.optimize import linprog
from collections import defaultdict, deque
from geopy.distance import geodesic
from structs.landmark import Landmark
from .get_time_separation import get_time
@@ -17,10 +16,11 @@ class Optimizer:
logger = logging.getLogger(__name__)
detour: int = None # accepted max detour time (in minutes)
detour_factor: float # detour factor of straight line vs real distance in cities
average_walking_speed: float # average walking speed of adult
max_landmarks: int # max number of landmarks to visit
detour: int = None # accepted max detour time (in minutes)
detour_factor: float # detour factor of straight line vs real distance in cities
average_walking_speed: float # average walking speed of adult
max_landmarks: int # max number of landmarks to visit
overshoot: float # overshoot to allow maxtime to overflow. Optimizer is a bit restrictive
def __init__(self) :
@@ -31,6 +31,7 @@ class Optimizer:
self.detour_factor = parameters['detour_factor']
self.average_walking_speed = parameters['average_walking_speed']
self.max_landmarks = parameters['max_landmarks']
self.overshoot = parameters['overshoot']
@@ -167,7 +168,7 @@ class Optimizer:
def init_ub_dist(self, landmarks: list[Landmark], max_steps: int):
def init_ub_dist(self, landmarks: list[Landmark], max_time: int):
"""
Initialize the objective function coefficients and inequality constraints for the optimization problem.
@@ -176,7 +177,7 @@ class Optimizer:
Args:
landmarks (list[Landmark]): List of landmarks.
max_steps (int): Maximum number of steps allowed.
max_time (int): Maximum time of visit allowed.
Returns:
Tuple[list[float], list[float], list[int]]: Objective function coefficients, inequality constraint coefficients, and the right-hand side of the inequality constraint.
@@ -191,19 +192,19 @@ class Optimizer:
dist_table = [0]*len(landmarks)
c.append(-spot1.attractiveness)
for j, spot2 in enumerate(landmarks) :
t = get_time(spot1.location, spot2.location)
t = get_time(spot1.location, spot2.location) + spot1.duration
dist_table[j] = t
closest = sorted(dist_table)[:22]
closest = sorted(dist_table)[:25]
for i, dist in enumerate(dist_table) :
if dist not in closest :
dist_table[i] = 32700
A_ub += dist_table
c = c*len(landmarks)
return c, A_ub, [max_steps]
return c, A_ub, [max_time*self.overshoot]
def respect_number(self, L: int):
def respect_number(self, L, max_landmarks: int):
"""
Generate constraints to ensure each landmark is visited only once and cap the total number of visited landmarks.
@@ -224,7 +225,7 @@ class Optimizer:
b.append(1)
A = np.vstack((A, ones*L))
b.append(self.max_landmarks+1)
b.append(max_landmarks+1)
return A, b
@@ -433,6 +434,7 @@ class Optimizer:
self,
max_time: int,
landmarks: list[Landmark],
max_landmarks: int = None
) -> list[Landmark]:
"""
Main optimization pipeline to solve the landmark visiting problem.
@@ -443,15 +445,18 @@ class Optimizer:
Args:
max_time (int): Maximum time allowed for the tour in minutes.
landmarks (list[Landmark]): List of landmarks to visit.
max_landmarks (int): Maximum number of landmarks visited
Returns:
list[Landmark]: The optimized tour of landmarks with updated travel times, or None if no valid solution is found.
"""
if max_landmarks is None :
max_landmarks = self.max_landmarks
L = len(landmarks)
# SET CONSTRAINTS FOR INEQUALITY
c, A_ub, b_ub = self.init_ub_dist(landmarks, max_time) # Add the distances from each landmark to the other
A, b = self.respect_number(L) # Respect max number of visits (no more possible stops than landmarks).
A, b = self.respect_number(L, max_landmarks) # Respect max number of visits (no more possible stops than landmarks).
A_ub = np.vstack((A_ub, A), dtype=np.int16)
b_ub += b
A, b = self.break_sym(L) # break the 'zig-zag' symmetry
@@ -470,7 +475,7 @@ class Optimizer:
A, b = self.respect_start_finish(L) # Force start and finish positions
A_eq = np.vstack((A_eq, A), dtype=np.int8)
b_eq += b
A, b = self.respect_order(L) # Respect order of visit (only works when max_steps is limiting factor)
A, b = self.respect_order(L) # Respect order of visit (only works when max_time is limiting factor)
A_eq = np.vstack((A_eq, A), dtype=np.int8)
b_eq += b

View File

@@ -17,7 +17,7 @@ class Refiner :
detour_factor: float # detour factor of straight line vs real distance in cities
detour_corridor_width: float # width of the corridor around the path
average_walking_speed: float # average walking speed of adult
max_landmarks: int # max number of landmarks to visit
max_landmarks_refiner: int # max number of landmarks to visit
optimizer: Optimizer # optimizer object
def __init__(self, optimizer: Optimizer) :
@@ -29,7 +29,7 @@ class Refiner :
self.detour_factor = parameters['detour_factor']
self.detour_corridor_width = parameters['detour_corridor_width']
self.average_walking_speed = parameters['average_walking_speed']
self.max_landmarks = parameters['max_landmarks'] + 4
self.max_landmarks_refiner = parameters['max_landmarks_refiner']
def create_corridor(self, landmarks: list[Landmark], width: float) :
@@ -214,7 +214,7 @@ class Refiner :
if self.is_in_area(area, landmark.location) and landmark.name not in visited_names:
second_order_landmarks.append(landmark)
return take_most_important.take_most_important(second_order_landmarks, len(visited_landmarks))
return take_most_important.take_most_important(second_order_landmarks, int(self.max_landmarks_refiner*0.75))
# Try fix the shortest path using shapely
@@ -308,8 +308,8 @@ class Refiner :
"""
# No need to refine if no detour is taken
if detour == 0:
return base_tour
# if detour == 0:
# return base_tour
minor_landmarks = self.get_minor_landmarks(all_landmarks, base_tour, self.detour_corridor_width)
@@ -322,7 +322,8 @@ class Refiner :
# get a new tour
new_tour = self.optimizer.solve_optimization(
max_time = max_time + detour,
landmarks = full_set
landmarks = full_set,
max_landmarks = self.max_landmarks_refiner
)
if new_tour is None:

View File

@@ -1,38 +1,16 @@
from structs.landmark import Landmark
def take_most_important(landmarks: list[Landmark], N_important) -> list[Landmark] :
L = len(landmarks)
L_copy = []
L_clean = []
scores = [0]*len(landmarks)
names = []
name_id = {}
def take_most_important(landmarks: list[Landmark], n_important) -> list[Landmark]:
"""
Given a list of landmarks, return the n_important most important landmarks
Parameters:
landmarks: list[Landmark] - list of landmarks
n_important: int - number of most important landmarks to return
Returns:
list[Landmark] - list of the n_important most important landmarks
"""
for i, elem in enumerate(landmarks) :
if elem.name not in names :
names.append(elem.name)
name_id[elem.name] = [i]
L_copy.append(elem)
else :
name_id[elem.name] += [i]
scores = []
for j in name_id[elem.name] :
scores.append(L[j].attractiveness)
best_id = max(range(len(scores)), key=scores.__getitem__)
t = name_id[elem.name][best_id]
if t == i :
for old in L_copy :
if old.name == elem.name :
old.attractiveness = L[t].attractiveness
scores = [0]*len(L_copy)
for i, elem in enumerate(L_copy) :
scores[i] = elem.attractiveness
# Sort landmarks by attractiveness (descending)
sorted_landmarks = sorted(landmarks, key=lambda x: x.attractiveness, reverse=True)
res = sorted(range(len(scores)), key = lambda sub: scores[sub])[-(N_important-L):]
for i, elem in enumerate(L_copy) :
if i in res :
L_clean.append(elem)
return L_clean
return sorted_landmarks[:n_important]

View File

@@ -0,0 +1,56 @@
on:
push:
tags:
- 'v*'
jobs:
build:
runs-on: macos-latest
steps:
- uses: actions/checkout@v4
- name: Set up ruby env
uses: ruby/setup-ruby@v1
with:
ruby-version: 3.2.1
bundler-cache: true
- name: Setup java for android build
uses: actions/setup-java@v4
with:
java-version: '17'
distribution: 'zulu'
- name: Setup android SDK
uses: android-actions/setup-android@v3
- name: Install Flutter
uses: subosito/flutter-action@v2
with:
channel: stable
flutter-version: 3.22.0
cache: true
- name: Infer version number from git tag
id: version
env:
REF_NAME: ${{ github.ref_name }}
run:
# remove the 'v' prefix from the tag name
echo "VERSION_NAME=${REF_NAME//v}" >> $GITHUB_ENV
- name: Load secrets from github
run: |
echo "${{ secrets.ANDROID_SECRET_PROPERTIES_BASE64 }}" | base64 -d > secrets.properties
echo "${{ secrets.ANDROID_GOOGLE_PLAY_JSON_BASE64 }}" | base64 -d > google-key.json
echo "${{ secrets.ANDROID_KEYSTORE_BASE64 }}" | base64 -d > release.keystore
working-directory: android
- name: Install fastlane
run: bundle install
working-directory: android
- name: Run fastlane lane
run: bundle exec fastlane deploy_testing
working-directory: android
# the environment variable VERSION_NAME is implicitly available

View File

@@ -1,6 +1,6 @@
# Frontend
This is the frontend of the project. It is a Flutter application that is designed to run on both Android and iOS devices. The frontend is responsible for displaying the user interface and handling user input. It communicates with the backend to retrieve and send data.
The frontend of this project is a Flutter application designed to run on both Android and iOS devices (and possibly as a PWA). The frontend is responsible for displaying the user interface and handling user input. It communicates with the backend via a REST-api to retrieve and send data.
## Getting Started
@@ -15,3 +15,43 @@ Once you have the Flutter SDK installed, you can locally install the dependencie
```bash
flutter pub get
```
## Development
### ...
### Icons and logos
The application uses a custom launcher icon and splash screen. These are managed platform-independently using the `flutter_launcher_icons` package.
To update the icons, change the `flutter_launcher_icons.yaml` configuration file. Especially the `image_path` is relevant. Then run
```bash
dart run flutter_launcher_icons
```
### Deploying a new version
To truly deploy a new version of the application, i.e. to the official app stores, a special CI step is required. This listens for new tags. To create a new tag position yourself on the main branch and run
```bash
git tag -a v<name> -m "Release <name>"
git push origin v<name>
```
We adhere to the [Semantic Versioning](https://semver.org/) standard, so the tag should be of the form `v0.1.8` for example.
## Fastlane - in depth
The application is deployed to the Google Play Store and the Apple App Store using fastlane: [https://docs.fastlane.tools/](https://docs.fastlane.tools/)
Fastlane is installed as a Ruby gem. Since the bundler-gemfile is scoped to a single directory, a `Gemfile` is included in both the `android` and `ios` directories. Once installed, the usage is
```bash
cd frontend/android # or ios
bundle install
bundle exec fastlane <lane>
```
This is reused in the CI/CD pipeline to automate the deployment process.
Fastlane assumes mutliple secrets to be present as files in the platform directories. These are:
- for android:
- `secrets.properties` used by gradle to load secrets needed at execution time
- `release.keystore` used by gradle to sign the apk
- `google-key.json` used by fastlane to authenticate with the Google Play Store
- for ios:
- TODO
These files are stored as secrets in the GitHub repository so that the CI pipeline can access them.

View File

@@ -1,8 +1,8 @@
gradle-wrapper.jar
gradlew
gradlew.bat
gradle/
/.gradle
/captures/
/gradlew
/gradlew.bat
/local.properties
/secrets.properties
GeneratedPluginRegistrant.java
@@ -12,3 +12,6 @@ GeneratedPluginRegistrant.java
key.properties
**/*.keystore
**/*.jks
# Fastlane google cloud access
google-key.json

3
frontend/android/Gemfile Normal file
View File

@@ -0,0 +1,3 @@
source "https://rubygems.org"
gem "fastlane"

View File

@@ -0,0 +1,220 @@
GEM
remote: https://rubygems.org/
specs:
CFPropertyList (3.0.7)
base64
nkf
rexml
addressable (2.8.7)
public_suffix (>= 2.0.2, < 7.0)
artifactory (3.0.17)
atomos (0.1.3)
aws-eventstream (1.3.0)
aws-partitions (1.970.0)
aws-sdk-core (3.202.2)
aws-eventstream (~> 1, >= 1.3.0)
aws-partitions (~> 1, >= 1.651.0)
aws-sigv4 (~> 1.9)
jmespath (~> 1, >= 1.6.1)
aws-sdk-kms (1.88.0)
aws-sdk-core (~> 3, >= 3.201.0)
aws-sigv4 (~> 1.5)
aws-sdk-s3 (1.159.0)
aws-sdk-core (~> 3, >= 3.201.0)
aws-sdk-kms (~> 1)
aws-sigv4 (~> 1.5)
aws-sigv4 (1.9.1)
aws-eventstream (~> 1, >= 1.0.2)
babosa (1.0.4)
base64 (0.2.0)
claide (1.1.0)
colored (1.2)
colored2 (3.1.2)
commander (4.6.0)
highline (~> 2.0.0)
declarative (0.0.20)
digest-crc (0.6.5)
rake (>= 12.0.0, < 14.0.0)
domain_name (0.6.20240107)
dotenv (2.8.1)
emoji_regex (3.2.3)
excon (0.111.0)
faraday (1.10.3)
faraday-em_http (~> 1.0)
faraday-em_synchrony (~> 1.0)
faraday-excon (~> 1.1)
faraday-httpclient (~> 1.0)
faraday-multipart (~> 1.0)
faraday-net_http (~> 1.0)
faraday-net_http_persistent (~> 1.0)
faraday-patron (~> 1.0)
faraday-rack (~> 1.0)
faraday-retry (~> 1.0)
ruby2_keywords (>= 0.0.4)
faraday-cookie_jar (0.0.7)
faraday (>= 0.8.0)
http-cookie (~> 1.0.0)
faraday-em_http (1.0.0)
faraday-em_synchrony (1.0.0)
faraday-excon (1.1.0)
faraday-httpclient (1.0.1)
faraday-multipart (1.0.4)
multipart-post (~> 2)
faraday-net_http (1.0.2)
faraday-net_http_persistent (1.2.0)
faraday-patron (1.0.0)
faraday-rack (1.0.0)
faraday-retry (1.0.3)
faraday_middleware (1.2.0)
faraday (~> 1.0)
fastimage (2.3.1)
fastlane (2.222.0)
CFPropertyList (>= 2.3, < 4.0.0)
addressable (>= 2.8, < 3.0.0)
artifactory (~> 3.0)
aws-sdk-s3 (~> 1.0)
babosa (>= 1.0.3, < 2.0.0)
bundler (>= 1.12.0, < 3.0.0)
colored (~> 1.2)
commander (~> 4.6)
dotenv (>= 2.1.1, < 3.0.0)
emoji_regex (>= 0.1, < 4.0)
excon (>= 0.71.0, < 1.0.0)
faraday (~> 1.0)
faraday-cookie_jar (~> 0.0.6)
faraday_middleware (~> 1.0)
fastimage (>= 2.1.0, < 3.0.0)
gh_inspector (>= 1.1.2, < 2.0.0)
google-apis-androidpublisher_v3 (~> 0.3)
google-apis-playcustomapp_v1 (~> 0.1)
google-cloud-env (>= 1.6.0, < 2.0.0)
google-cloud-storage (~> 1.31)
highline (~> 2.0)
http-cookie (~> 1.0.5)
json (< 3.0.0)
jwt (>= 2.1.0, < 3)
mini_magick (>= 4.9.4, < 5.0.0)
multipart-post (>= 2.0.0, < 3.0.0)
naturally (~> 2.2)
optparse (>= 0.1.1, < 1.0.0)
plist (>= 3.1.0, < 4.0.0)
rubyzip (>= 2.0.0, < 3.0.0)
security (= 0.1.5)
simctl (~> 1.6.3)
terminal-notifier (>= 2.0.0, < 3.0.0)
terminal-table (~> 3)
tty-screen (>= 0.6.3, < 1.0.0)
tty-spinner (>= 0.8.0, < 1.0.0)
word_wrap (~> 1.0.0)
xcodeproj (>= 1.13.0, < 2.0.0)
xcpretty (~> 0.3.0)
xcpretty-travis-formatter (>= 0.0.3, < 2.0.0)
gh_inspector (1.1.3)
google-apis-androidpublisher_v3 (0.54.0)
google-apis-core (>= 0.11.0, < 2.a)
google-apis-core (0.11.3)
addressable (~> 2.5, >= 2.5.1)
googleauth (>= 0.16.2, < 2.a)
httpclient (>= 2.8.1, < 3.a)
mini_mime (~> 1.0)
representable (~> 3.0)
retriable (>= 2.0, < 4.a)
rexml
google-apis-iamcredentials_v1 (0.17.0)
google-apis-core (>= 0.11.0, < 2.a)
google-apis-playcustomapp_v1 (0.13.0)
google-apis-core (>= 0.11.0, < 2.a)
google-apis-storage_v1 (0.31.0)
google-apis-core (>= 0.11.0, < 2.a)
google-cloud-core (1.7.1)
google-cloud-env (>= 1.0, < 3.a)
google-cloud-errors (~> 1.0)
google-cloud-env (1.6.0)
faraday (>= 0.17.3, < 3.0)
google-cloud-errors (1.4.0)
google-cloud-storage (1.47.0)
addressable (~> 2.8)
digest-crc (~> 0.4)
google-apis-iamcredentials_v1 (~> 0.1)
google-apis-storage_v1 (~> 0.31.0)
google-cloud-core (~> 1.6)
googleauth (>= 0.16.2, < 2.a)
mini_mime (~> 1.0)
googleauth (1.8.1)
faraday (>= 0.17.3, < 3.a)
jwt (>= 1.4, < 3.0)
multi_json (~> 1.11)
os (>= 0.9, < 2.0)
signet (>= 0.16, < 2.a)
highline (2.0.3)
http-cookie (1.0.7)
domain_name (~> 0.5)
httpclient (2.8.3)
jmespath (1.6.2)
json (2.7.2)
jwt (2.8.2)
base64
mini_magick (4.13.2)
mini_mime (1.1.5)
multi_json (1.15.0)
multipart-post (2.4.1)
nanaimo (0.3.0)
naturally (2.2.1)
nkf (0.2.0)
optparse (0.5.0)
os (1.1.4)
plist (3.7.1)
public_suffix (6.0.1)
rake (13.2.1)
representable (3.2.0)
declarative (< 0.1.0)
trailblazer-option (>= 0.1.1, < 0.2.0)
uber (< 0.2.0)
retriable (3.1.2)
rexml (3.3.6)
strscan
rouge (2.0.7)
ruby2_keywords (0.0.5)
rubyzip (2.3.2)
security (0.1.5)
signet (0.19.0)
addressable (~> 2.8)
faraday (>= 0.17.5, < 3.a)
jwt (>= 1.5, < 3.0)
multi_json (~> 1.10)
simctl (1.6.10)
CFPropertyList
naturally
strscan (3.1.0)
terminal-notifier (2.0.0)
terminal-table (3.0.2)
unicode-display_width (>= 1.1.1, < 3)
trailblazer-option (0.1.2)
tty-cursor (0.7.1)
tty-screen (0.8.2)
tty-spinner (0.9.3)
tty-cursor (~> 0.7)
uber (0.1.0)
unicode-display_width (2.5.0)
word_wrap (1.0.0)
xcodeproj (1.25.0)
CFPropertyList (>= 2.3.3, < 4.0)
atomos (~> 0.1.3)
claide (>= 1.0.2, < 2.0)
colored2 (~> 3.1)
nanaimo (~> 0.3.0)
rexml (>= 3.3.2, < 4.0)
xcpretty (0.3.0)
rouge (~> 2.0.7)
xcpretty-travis-formatter (1.0.1)
xcpretty (~> 0.2, >= 0.0.7)
PLATFORMS
ruby
x86_64-linux
DEPENDENCIES
fastlane
BUNDLED WITH
2.5.18

View File

@@ -2,13 +2,12 @@
### Keystore setup
```bash
keytool -genkey -v -keystore release.keystore -keyalg RSA -keysize 2048 -validity 10000 -alias release
keytool -genkey -v -keystore release.keystore -keyalg RSA -keysize 2048 -validity 10000 -alias upload
```
- This is required to store local credentials securely (not used for now).
- But necesseary in order to restrict the particular api key to a particular app (through the sha1 of the associated keystore).
- This is required to store local credentials securely and more importantly to sign the app for google play store distribution.
### Building and secret credentials
### Using secret credentials during build
Following the guide under [https://developers.google.com/maps/flutter-package/config#android_1](https://developers.google.com/maps/flutter-package/config#android_1).
- Add the following to `android/build.gradle`:
```gradle
@@ -36,13 +35,39 @@ Following the guide under [https://developers.google.com/maps/flutter-package/co
android:value="${MAPS_API_KEY}" />
```
### Signing the app
Compared to the flutter template application, a few changes have to be made:
- Added to `android/app/build.gradle`:
```gradle
signingConfigs {
release {
keyAlias = secretProperties['keyAlias']
keyPassword = secretProperties['keyPassword']
storeFile = secretProperties['storeFile'] ? file(secretProperties['storeFile']) : null
storePassword = secretProperties['storePassword']
}
}
```
- Changed the `buildTypes` to use the `release` signing config:
```gradle
buildTypes {
release {
signingConfig signingConfigs.release
}
}
```
This makes use of the `secretProperties` defined previously:
```gradle
secretPropertiesFile.withReader('UTF-8') { reader ->
secretProperties.load(reader)
}
```
### Using the credentials in CI
- Add the base64 encoded credentials to the repository secrets (e.g. `ANDROID_SECRETS`).
- Add the secret files to the repository secrets (e.g. `ANDROID_SECRETS_PROPERTIES`).
- temporarily write them back to files during the CI execution:
```bash
base64 -i android/secrets.properties
echo {{ secrets.ANDROID_SECRETS }} >> android/secrets.properties
```
- Use the following in the CI script:
```bash
echo {{ secrets.ANDROID_SECRETS }} | base64 -d > android/secrets.properties
```

View File

@@ -42,7 +42,7 @@ if (secretPropertiesFile.exists()) {
android {
namespace "com.example.fast_network_navigation"
namespace "com.anydev.anyway"
compileSdk flutter.compileSdkVersion
ndkVersion flutter.ndkVersion
@@ -61,7 +61,7 @@ android {
defaultConfig {
// TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html).
applicationId "com.example.fast_network_navigation"
applicationId "com.anydev.anyway"
// You can update the following values to match your application needs.
// For more information, see: https://docs.flutter.dev/deployment/android#reviewing-the-gradle-build-configuration.
// Minimum Android version for Google Maps SDK
@@ -76,11 +76,18 @@ android {
}
signingConfigs {
release {
keyAlias = secretProperties['keyAlias']
keyPassword = secretProperties['keyPassword']
storeFile = secretProperties['storeFile'] ? file(secretProperties['storeFile']) : null
storePassword = secretProperties['storePassword']
}
}
buildTypes {
release {
// TODO: Add your own signing config for the release build.
// Signing with the debug keys for now, so `flutter run --release` works.
signingConfig signingConfigs.debug
signingConfig = signingConfigs.release
}
}
}

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@@ -1,9 +1,12 @@
<manifest xmlns:android="http://schemas.android.com/apk/res/android">
<!-- Required to fetch data from the internet. -->
<uses-permission android:name="android.permission.INTERNET"/>
<!-- Required to show user location -->
<uses-permission android:name="android.permission.ACCESS_FINE_LOCATION"/>
<uses-permission android:name="android.permission.ACCESS_COARSE_LOCATION" />
<application
android:label="fast_network_navigation"
android:label="anyway"
android:name="${applicationName}"
android:icon="@mipmap/ic_launcher">
<activity

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@@ -1,4 +1,4 @@
package com.example.fast_network_navigation
package com.anydev.anyway
import io.flutter.embedding.android.FlutterActivity

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@@ -0,0 +1,2 @@
json_key_file("google-key.json") # Path to the json secret file - Follow https://docs.fastlane.tools/actions/supply/#setup to get one
package_name("com.anydev.anyway") # e.g. com.krausefx.app

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@@ -0,0 +1,42 @@
# Uncomment the line if you want fastlane to automatically update itself
# update_fastlane
default_platform(:android)
platform :android do
desc "Deploy a new version as a preview version"
lane :deploy_testing do
version_name = ENV["VERSION_NAME"]
sh(
"flutter",
"build",
"appbundle",
"--release",
"--build-name=#{version_name}",
)
upload_to_play_store(
track: 'alpha',
skip_upload_apk: true,
skip_upload_changelogs: true,
)
end
desc "Deploy a new version as a full release"
lane :deploy_release do
gradle(
task: "clean assembleRelease",
properties: {
# loaded from environment
"android.injected.version.name" => ENV["VERSION_NAME"],
}
)
upload_to_play_store(
track: "production",
skip_upload_apk: true,
skip_upload_changelogs: true,
)
end
end

View File

@@ -0,0 +1,40 @@
fastlane documentation
----
# Installation
Make sure you have the latest version of the Xcode command line tools installed:
```sh
xcode-select --install
```
For _fastlane_ installation instructions, see [Installing _fastlane_](https://docs.fastlane.tools/#installing-fastlane)
# Available Actions
## Android
### android deploy_testing
```sh
[bundle exec] fastlane android deploy_testing
```
Deploy a new version as a preview version
### android deploy_release
```sh
[bundle exec] fastlane android deploy_release
```
Deploy a new version as a full release
----
This README.md is auto-generated and will be re-generated every time [_fastlane_](https://fastlane.tools) is run.
More information about _fastlane_ can be found on [fastlane.tools](https://fastlane.tools).
The documentation of _fastlane_ can be found on [docs.fastlane.tools](https://docs.fastlane.tools).

View File

@@ -0,0 +1,7 @@
AnyWay - plan city trips your way
AnyWay is a mobile application that helps users plan city trips. The app allows users to specify their preferences and constraints, and then generates a personalized itinerary for them. The planning follows some guiding principles:
- **Personalization**:The user's preferences should be reflected in the choice of destinations.
- **Efficiency**:The itinerary should be optimized for the user's constraints.
- **Flexibility**: We aknowledge that tourism is a dynamic activity, and that users may want to change their plans on the go.
- **Discoverability**: Tourism is an inherently exploratory activity. Once a rough itinerary is generated, detours and spontaneous decisions should be encouraged.

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@@ -0,0 +1 @@
AnyWay - plan city trips your way!

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@@ -0,0 +1 @@
AnyWay

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@@ -1,5 +0,0 @@
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-7.6.3-all.zip

View File

@@ -20,7 +20,7 @@ pluginManagement {
plugins {
id "dev.flutter.flutter-plugin-loader" version "1.0.0"
id "com.android.application" version "7.3.0" apply false
id "org.jetbrains.kotlin.android" version "1.7.10" apply false
id "org.jetbrains.kotlin.android" version "2.0.20" apply false
}
include ":app"

107
frontend/assets/cat.svg Normal file
View File

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@@ -0,0 +1,3 @@
description: This file stores settings for Dart & Flutter DevTools.
documentation: https://docs.flutter.dev/tools/devtools/extensions#configure-extension-enablement-states
extensions:

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@@ -0,0 +1,17 @@
flutter_launcher_icons:
image_path: "assets/launcher/icon.png"
# Android section
android: true
min_sdk_android: 21 # android min sdk min:16, default 21
# iOS section
ios: true
remove_alpha_ios: true # app store rejecs icons with alpha
# Web section
web:
generate: true
image_path: "assets/launcher/icon.png"
# background_color: "#hexcode"
# theme_color: "#hexcode"

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@@ -427,7 +427,7 @@
isa = XCBuildConfiguration;
buildSettings = {
ALWAYS_SEARCH_USER_PATHS = NO;
ASSETCATALOG_COMPILER_GENERATE_SWIFT_ASSET_SYMBOL_EXTENSIONS = YES;
ASSETCATALOG_COMPILER_GENERATE_SWIFT_ASSET_SYMBOL_EXTENSIONS = AppIcon;
CLANG_ANALYZER_NONNULL = YES;
CLANG_CXX_LANGUAGE_STANDARD = "gnu++0x";
CLANG_CXX_LIBRARY = "libc++";
@@ -484,7 +484,7 @@
isa = XCBuildConfiguration;
buildSettings = {
ALWAYS_SEARCH_USER_PATHS = NO;
ASSETCATALOG_COMPILER_GENERATE_SWIFT_ASSET_SYMBOL_EXTENSIONS = YES;
ASSETCATALOG_COMPILER_GENERATE_SWIFT_ASSET_SYMBOL_EXTENSIONS = AppIcon;
CLANG_ANALYZER_NONNULL = YES;
CLANG_CXX_LANGUAGE_STANDARD = "gnu++0x";
CLANG_CXX_LIBRARY = "libc++";

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@@ -13,7 +13,7 @@
<key>CFBundleInfoDictionaryVersion</key>
<string>6.0</string>
<key>CFBundleName</key>
<string>fast_network_navigation</string>
<string>anyway</string>
<key>CFBundlePackageType</key>
<string>APPL</string>
<key>CFBundleShortVersionString</key>

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