diff --git a/.gitignore b/.gitignore index 87d5640..346e7bc 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,18 @@ __pycache__/ csvdata/* *.zip +build/ + +# IDE settings .idea +.vscode + +/importer/build/ +/importer/dist/ +/importer/SimRa_Importer.egg-info +/api/SimRaAPI/migrations/ + +# Graphhopper service and map data +graphhopper/*.pbf +graphhopper/*.jar +graph-cache/ \ No newline at end of file diff --git a/README.md b/README.md index 0640253..12ac721 100644 --- a/README.md +++ b/README.md @@ -1,16 +1,15 @@ -# SimRa-Visualization +# SimRa Visualization This project is part of the SimRa research project which includes the following subprojects: -- [sirma-android](https://github.com/simra-project/simra-android/): The SimRa app for Android. + +- [simra-android](https://github.com/simra-project/simra-android/): The SimRa app for Android. - [simra-ios](https://github.com/simra-project/simra-ios): The SimRa app for iOS. - [backend](https://github.com/simra-project/backend): The SimRa backend software. - [dataset](https://github.com/simra-project/dataset): Result data from the SimRa project. - [screenshots](https://github.com/simra-project/screenshots): Screenshots of both the iOS and Android app. -- [SimRa-Visualization](https://github.com/simra-project/SimRa-Visualization): Web application for visualizing the dataset. - -In this project, we collect – with a strong focus on data protection and privacy – data on such near crashes to identify when and where bicyclists are especially at risk. We also aim to identify the main routes of bicycle traffic in Berlin. To obtain such data, we have developed a smartphone app that uses GPS information to track routes of bicyclists and the built-in acceleration sensors to pre-categorize near crashes. After their trip, users are asked to annotate and upload the collected data, pseudonymized per trip. -For more information see [our website](https://www.digital-future.berlin/en/research/projects/simra/). +- SimRa-Visualization: Web application for visualizing the dataset([frontend](https://github.com/simra-project/simra-visualization-web), [backend](https://github.com/simra-project/simra-visualizations-server)). +In this project, we collect – with a strong focus on data protection and privacy – data on such near crashes to identify when and where bicyclists are especially at risk. We also aim to identify the main routes of bicycle traffic in Berlin. To obtain such data, we have developed a smartphone app that uses GPS information to track routes of bicyclists and the built-in acceleration sensors to pre-categorize near crashes. After their trip, users are asked to annotate and upload the collected data, pseudonymized per trip. For more information see [our website](https://www.digital-future.berlin/en/research/projects/simra/). ## Configuration / Install @@ -18,3 +17,20 @@ For more information see [our website](https://www.digital-future.berlin/en/rese 2. (Optionally) change ports in `docker-compose.yml`` 3. Run `docker-compose up -d`. This might take forever and even afterwards you need to wait until the database is fully imported. 4. Setup the frontend so that it uses these services (`.env` in the frontend project) + +## Project Architecture + +This project consists of the following directories: + +- `api/`: Provide RESTful functionality, e.g. to deliver detailed incident information. +- `doc/`: Contains the projects documentation. +- `graphhopper/`: Configuration files and scripts for the Graphhopper service. +- `importer/`: Import csv files, generated by the SimRa smartphone applications into an postgreSQL database. +- `tileserver/`: Tirex and Mapnik realted configuration and map description files, relevant for these services. +- `util/`: Bash scripts for ease of development and setup. + +## Setup + +Detailed setup guides can be found here: +- [Arch](doc/SETUP_ARCH.md) +- [Ubuntu 18.04 LTS](doc/SETUP_UBUNTU.md) diff --git a/TIREX-README b/TIREX-README deleted file mode 100644 index 858d3c5..0000000 --- a/TIREX-README +++ /dev/null @@ -1,13 +0,0 @@ -1. Install Python 3.8 + dev headers -2. Install PostgreSQL, create database and user simra, allow password access from local -3. Install PostGis -4. Install Mapnik https://github.com/mapnik/mapnik TAG v3.0.23 -5. Install Mapnik Python Bindings https://github.com/mapnik/python-mapnik BRANCH 3.0.x -6. Install Tirex -7. Configure Tirex using README, (double check permissions!), start tirex-master und tirex-backend-manager -8. Test Tirex: `tirex-batch --prio=25 map=simra_rides bbox=-180,-90,180,90 z=0-6` und `tirex-status` -9. Install apache2, apache2-dev -10. Install mod_tile https://github.com/openstreetmap/mod_tile -11. Sym link /var/lib/tirex/tiles to /var/lib/mod_tile, set up conf -12. Start apache2 - diff --git a/api/SimRaAPI/apps.py b/api/SimRaAPI/apps.py index b674aa9..21c65da 100644 --- a/api/SimRaAPI/apps.py +++ b/api/SimRaAPI/apps.py @@ -2,4 +2,4 @@ class SimraapiConfig(AppConfig): - name = 'SimRaAPI' + name = "SimRaAPI" diff --git a/api/SimRaAPI/migrations/0001_initial.py b/api/SimRaAPI/migrations/0001_initial.py deleted file mode 100644 index 7423bc1..0000000 --- a/api/SimRaAPI/migrations/0001_initial.py +++ /dev/null @@ -1,24 +0,0 @@ -# Generated by Django 3.1 on 2020-08-09 14:17 - -import django.contrib.gis.db.models.fields -from django.db import migrations, models - - -class Migration(migrations.Migration): - - initial = True - - dependencies = [ - ] - - operations = [ - migrations.CreateModel( - name='SpatialData', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('name', models.CharField(max_length=100)), - ('description', models.TextField()), - ('geom', django.contrib.gis.db.models.fields.PolygonField(srid=4326)), - ], - ), - ] diff --git a/api/SimRaAPI/migrations/0002_incident_parsedfiles_ride.py b/api/SimRaAPI/migrations/0002_incident_parsedfiles_ride.py deleted file mode 100644 index 0555fc7..0000000 --- a/api/SimRaAPI/migrations/0002_incident_parsedfiles_ride.py +++ /dev/null @@ -1,50 +0,0 @@ -# Generated by Django 3.1 on 2020-08-09 15:12 - -import django.contrib.gis.db.models.fields -import django.contrib.postgres.fields -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('SimRaAPI', '0001_initial'), - ] - - operations = [ - migrations.CreateModel( - name='Incident', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('rideTimestamp', models.DateTimeField()), - ('bikeType', models.IntegerField()), - ('childCheckbox', models.BooleanField()), - ('trailerCheckbox', models.BooleanField()), - ('pLoc', models.IntegerField()), - ('incident', models.IntegerField()), - ('iType', models.IntegerField()), - ('scary', models.BooleanField()), - ('desc', models.TextField()), - ('filename', models.CharField(max_length=32)), - ('geom', django.contrib.gis.db.models.fields.PointField(srid=4326)), - ], - ), - migrations.CreateModel( - name='ParsedFiles', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('fileName', models.CharField(max_length=32)), - ('fileType', models.CharField(max_length=32)), - ('importTimestamp', models.DateTimeField(auto_now=True)), - ], - ), - migrations.CreateModel( - name='Ride', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('timestamps', django.contrib.postgres.fields.ArrayField(base_field=models.DateTimeField(), size=None)), - ('filename', models.CharField(max_length=32)), - ('geom', django.contrib.gis.db.models.fields.LineStringField(srid=4326)), - ], - ), - ] diff --git a/api/SimRaAPI/migrations/0004_osmlargejunctions_osmwaysjunctions_osmwayslegs.py b/api/SimRaAPI/migrations/0004_osmlargejunctions_osmwaysjunctions_osmwayslegs.py deleted file mode 100644 index 792b037..0000000 --- a/api/SimRaAPI/migrations/0004_osmlargejunctions_osmwaysjunctions_osmwayslegs.py +++ /dev/null @@ -1,45 +0,0 @@ -# Generated by Django 3.1 on 2020-09-13 15:38 - -import django.contrib.gis.db.models.fields -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('SimRaAPI', '0003_auto_20200912_1545'), - ] - - operations = [ - migrations.CreateModel( - name='OsmLargeJunctions', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('point', django.contrib.gis.db.models.fields.PointField(srid=4326)), - ('count', models.IntegerField(default=0)), - ('totalDuration', models.BigIntegerField(default=0)), - ], - ), - migrations.CreateModel( - name='OsmWaysJunctions', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('point', django.contrib.gis.db.models.fields.PointField(srid=4326)), - ], - ), - migrations.CreateModel( - name='OsmWaysLegs', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('osmId', models.BigIntegerField()), - ('geom', django.contrib.gis.db.models.fields.GeometryField(srid=4326)), - ('streetName', models.TextField()), - ('postalCode', models.TextField()), - ('highwayName', models.TextField()), - ('count', models.IntegerField(default=0)), - ('score', models.FloatField(default=0)), - ('weekdayCount', models.IntegerField(default=0)), - ('rushhourCount', models.IntegerField(default=0)), - ], - ), - ] diff --git a/api/SimRaAPI/migrations/__init__.py b/api/SimRaAPI/migrations/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/api/SimRaAPI/models.py b/api/SimRaAPI/models.py index 7e442e0..dc1c95b 100644 --- a/api/SimRaAPI/models.py +++ b/api/SimRaAPI/models.py @@ -1,8 +1,37 @@ +"""Collection of entity classes. + +Classes +------- +ParsedFiles +Ride +Profile +Incident +RideSegmentSurface +RideSegmentVelocity +OsmWaysJunctions +OsmWaysLegs +OsmWaysLargeJunctions +""" + from django.contrib.gis.db import models from django.contrib.postgres.fields import ArrayField class ParsedFiles(models.Model): + """A class used to represent a parsed CSV file of a bicycle ride. + + Attributes + ---------- + filename : CharField + The name of the CSV file the ride was imported from. + fileType : CharField + Either 'profile' or 'ride'. + region : CharField + The region the recorded ride was done in, e.g. 'Berlin'. + importTimeStamp : DateTimeField + The exact time stamp of when the file was imported into the database. + """ + fileName = models.CharField(max_length=32) fileType = models.CharField(max_length=32) region = models.CharField(max_length=32, default="unknown") @@ -10,15 +39,58 @@ class ParsedFiles(models.Model): class Ride(models.Model): + """A class used to represent a bicycle ride. + + Attributes + ---------- + timestamps : ArrayField(DateTimeField) + The time stamps of the GPS measurements. + filename : CharField + The name of the CSV file the ride was imported from. + geom : LineStringField + Raw GPS data of the ride. + shortest_path : LineStringField + The shortest path from start to end point. + start : PointField + The coordinate the trajectory was started from. + end : PointField + The end coordinate of the trajectory. + legs : ArrayField(BigIntegerField) + IDs of legs the map matched ride is covering. + """ + timestamps = ArrayField(models.DateTimeField()) filename = models.CharField(max_length=32) geom = models.LineStringField() + shortest_path = models.LineStringField() start = models.PointField(null=True) end = models.PointField(null=True) legs = ArrayField(models.BigIntegerField(), default=list) class Profile(models.Model): + """A class used to represent a user profile of the SimRa application. + + Attributes + ---------- + birth : IntegerField + Birth year group. + gender : IntegerField + 1 = Male, 2 = Female, 3 = Other + region : IntegerField + regionSpoken : CharField + experience : IntegerField + Experience as a cyclist in year groups. + numberOfRides : IntegerField + duration : IntegerField + numberOfIncidents : IntegerField + length : IntegerField + idle : IntegerField + behaviour : IntegerField + How much the user follows the traffic rules. 0 - 5, where 0 is 'never' and 5 is 'always'. + numberOfScary : IntegerField + """ + birth = models.IntegerField() gender = models.IntegerField() region = models.IntegerField() @@ -34,6 +106,35 @@ class Profile(models.Model): class Incident(models.Model): + """A class used to represent a near miss incident. + + Attributes + ---------- + rideTimestamp : DateTimeField + Time stamp of when the incident happened. + bikeType : IntegerField + Type of the bicycle used. + childCheckbox : BooleanField + False, if no child was being transported, true otherwise. + trailerCheckbox : BooleanField + False, if no trailer is attached to the bike, true otherwise. + pLoc : IntegerField + Location of the phone during the ride. + incident : IntegerField + iType : IntegerField + The other participant involved in the incident. + scary : BooleanField + True, if the incident was scary, false otherwise. + desc : TextField + Description of the incident. + filename : CharField + The name of the CSV file the incident was saved in. + ride : ForeignKey(Ride) + The ride in which the incident happened. + geom : PointField + The coordinates where the incident happened. + """ + rideTimestamp = models.DateTimeField() bikeType = models.IntegerField() childCheckbox = models.BooleanField() @@ -45,25 +146,80 @@ class Incident(models.Model): desc = models.TextField() filename = models.CharField(max_length=32) ride = models.ForeignKey(Ride, on_delete=models.CASCADE, null=True) - geom = models.PointField() class RideSegmentSurface(models.Model): + """The surface quality of a ride segment. + + Attributes + ---------- + geom : LineStringField + The coordinates of the ride segment. + score : FloatField + A score representing the road quality. + """ + geom = models.LineStringField() score = models.FloatField() class RideSegmentVelocity(models.Model): + """The velocity of a ride segment. + + Attributes + ---------- + geom : LineStringField + The coordinates of the ride segment. + velocity : FloatField + """ + geom = models.LineStringField() velocity = models.FloatField() class OsmWaysJunctions(models.Model): + """A class used to represent a junction of the OSM service. + + Attributes + ---------- + point : PointField + The coordinate of the junction in the OSM service. + """ + point = models.PointField() class OsmWaysLegs(models.Model): + """A class used to represent a leg of the OSM service. + + Attributes + ---------- + osmId : BigIntegerField + The of the leg in the OSM service. + geom : GeometryField + Coordinates of the leg. + streetName : TextField + postalCode : TextField + highwayName : TextField + count : IntegerField + score : FloatField + score_array : ArrayField(FloatField) + velocity : FloatField + velocity_array : ArrayField(FloatField) + weekdayCount : IntegerField + morningCount : IntegerField + eveningCount : IntegerField + normalIncidentCount : IntegerField + scaryIncidentCount : IntegerField + avoidedCount : IntegerField + Number of times the leg was not used by a cyclist even though + it would have been the shortest route. + chosenCount : IntegerField + Number of times the leg was chosen by a cyclist even though + there existed a shorter path which could have been chosen. + """ + osmId = models.BigIntegerField() geom = models.GeometryField() streetName = models.TextField() @@ -79,11 +235,23 @@ class OsmWaysLegs(models.Model): eveningCount = models.IntegerField(default=0) normalIncidentCount = models.IntegerField(default=0) scaryIncidentCount = models.IntegerField(default=0) + avoidedCount = models.IntegerField(default=0) + chosenCount = models.IntegerField(default=0) class OsmLargeJunctions(models.Model): + """A class used to represent a large junction of the OSM service. + + Attributes + ---------- + point : PointField + The coordinate of the junction. + count : IntegerField + totalDuration : IntegerField + avgDuration : FloatField + """ + point = models.PointField(spatial_index=True) count = models.IntegerField(default=0) totalDuration = models.BigIntegerField(default=0) avgDuration = models.FloatField(default=0) - diff --git a/api/SimRaAPI/serializers.py b/api/SimRaAPI/serializers.py index 4711acc..5f379e5 100644 --- a/api/SimRaAPI/serializers.py +++ b/api/SimRaAPI/serializers.py @@ -6,26 +6,49 @@ class RideSerializer(GeoFeatureModelSerializer): class Meta: model = Ride - geo_field = 'geom' - fields = ('filename',) + geo_field = "geom" + fields = ("filename",) class IncidentSerializer(GeoFeatureModelSerializer): class Meta: model = Incident - geo_field = 'geom' - fields = ('rideTimestamp', 'bikeType', 'childCheckbox', 'trailerCheckbox', 'pLoc', 'incident', 'iType', 'scary', 'desc', 'filename', 'ride_id') + geo_field = "geom" + fields = ( + "rideTimestamp", + "bikeType", + "childCheckbox", + "trailerCheckbox", + "pLoc", + "incident", + "iType", + "scary", + "desc", + "filename", + "ride_id", + ) class ParsedFilesSerializer(ModelSerializer): class Meta: model = ParsedFiles - fields = ('fileName', 'fileType', 'importTimestamp') + fields = ("fileName", "fileType", "importTimestamp") class LegSerializer(GeoFeatureModelSerializer): class Meta: model = OsmWaysLegs - geo_field = 'geom' - fields = ('osmId', 'streetName', 'postalCode', 'highwayName', 'count', 'score', 'weekdayCount', 'morning_count', 'evening_count') - + geo_field = "geom" + fields = ( + "osmId", + "streetName", + "postalCode", + "highwayName", + "count", + "score", + "weekdayCount", + "morning_count", + "evening_count", + "avoided_count", + "chosen_count", + ) diff --git a/api/api/settings.py b/api/api/settings.py index b3f6a88..d86a5af 100644 --- a/api/api/settings.py +++ b/api/api/settings.py @@ -21,75 +21,74 @@ # See https://docs.djangoproject.com/en/3.1/howto/deployment/checklist/ # SECURITY WARNING: keep the secret key used in production secret! -SECRET_KEY = 'zs!2%fi$!d$2yub#a98pwi5&b=a=+70^q)3brlnxyb+u94ql4h' +SECRET_KEY = "zs!2%fi$!d$2yub#a98pwi5&b=a=+70^q)3brlnxyb+u94ql4h" # SECURITY WARNING: don't run with debug turned on in production! DEBUG = True -ALLOWED_HOSTS = ["207.180.205.80"] +ALLOWED_HOSTS = ["127.0.0.1"] # 207.180.205.80 # Application definition INSTALLED_APPS = [ - 'django.contrib.admin', - 'django.contrib.auth', - 'django.contrib.contenttypes', - 'django.contrib.sessions', - 'django.contrib.messages', - 'django.contrib.staticfiles', - 'rest_framework', - 'corsheaders', - 'rest_framework_gis', - 'SimRaAPI.apps.SimraapiConfig', + "django.contrib.admin", + "django.contrib.auth", + "django.contrib.contenttypes", + "django.contrib.sessions", + "django.contrib.messages", + "django.contrib.staticfiles", + "rest_framework", + "corsheaders", + "rest_framework_gis", + "SimRaAPI.apps.SimraapiConfig", ] MIDDLEWARE = [ - 'corsheaders.middleware.CorsMiddleware', - 'django.middleware.security.SecurityMiddleware', - 'django.contrib.sessions.middleware.SessionMiddleware', - 'django.middleware.common.CommonMiddleware', - 'django.middleware.csrf.CsrfViewMiddleware', - 'django.contrib.auth.middleware.AuthenticationMiddleware', - 'django.contrib.messages.middleware.MessageMiddleware', - 'django.middleware.clickjacking.XFrameOptionsMiddleware', - 'django.middleware.common.CommonMiddleware', + "corsheaders.middleware.CorsMiddleware", + "django.middleware.security.SecurityMiddleware", + "django.contrib.sessions.middleware.SessionMiddleware", + "django.middleware.common.CommonMiddleware", + "django.middleware.csrf.CsrfViewMiddleware", + "django.contrib.auth.middleware.AuthenticationMiddleware", + "django.contrib.messages.middleware.MessageMiddleware", + "django.middleware.clickjacking.XFrameOptionsMiddleware", + "django.middleware.common.CommonMiddleware", ] -ROOT_URLCONF = 'api.urls' +ROOT_URLCONF = "api.urls" TEMPLATES = [ { - 'BACKEND': 'django.template.backends.django.DjangoTemplates', - 'DIRS': [os.path.join(BASE_DIR, 'templates')] - , - 'APP_DIRS': True, - 'OPTIONS': { - 'context_processors': [ - 'django.template.context_processors.debug', - 'django.template.context_processors.request', - 'django.contrib.auth.context_processors.auth', - 'django.contrib.messages.context_processors.messages', + "BACKEND": "django.template.backends.django.DjangoTemplates", + "DIRS": [os.path.join(BASE_DIR, "templates")], + "APP_DIRS": True, + "OPTIONS": { + "context_processors": [ + "django.template.context_processors.debug", + "django.template.context_processors.request", + "django.contrib.auth.context_processors.auth", + "django.contrib.messages.context_processors.messages", ], }, }, ] -WSGI_APPLICATION = 'api.wsgi.application' +WSGI_APPLICATION = "api.wsgi.application" # Database # https://docs.djangoproject.com/en/3.1/ref/settings/#databases DATABASES = { - 'default': { - 'ENGINE': 'django.contrib.gis.db.backends.postgis', - 'NAME': 'simra', - 'USER': 'simra', - 'PASSWORD': 'simra12345simra', - 'HOST': '127.0.0.1', - 'PORT': '5432', - 'COMMAND_TIMEOUT': 600 + "default": { + "ENGINE": "django.contrib.gis.db.backends.postgis", + "NAME": "simra", + "USER": "simra", + "PASSWORD": "simra12345simra", + "HOST": "127.0.0.1", + "PORT": "5432", + "COMMAND_TIMEOUT": 600, } } @@ -99,16 +98,16 @@ AUTH_PASSWORD_VALIDATORS = [ { - 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator', + "NAME": "django.contrib.auth.password_validation.UserAttributeSimilarityValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator', + "NAME": "django.contrib.auth.password_validation.MinimumLengthValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator', + "NAME": "django.contrib.auth.password_validation.CommonPasswordValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator', + "NAME": "django.contrib.auth.password_validation.NumericPasswordValidator", }, ] @@ -116,9 +115,9 @@ # Internationalization # https://docs.djangoproject.com/en/3.1/topics/i18n/ -LANGUAGE_CODE = 'en-us' +LANGUAGE_CODE = "en-us" -TIME_ZONE = 'UTC' +TIME_ZONE = "UTC" USE_I18N = True @@ -130,13 +129,15 @@ # Static files (CSS, JavaScript, Images) # https://docs.djangoproject.com/en/3.1/howto/static-files/ -STATIC_URL = '/static/' +STATIC_URL = "/static/" CORS_ORIGIN_ALLOW_ALL = True CACHES = { - 'default': { - 'BACKEND': 'django.core.cache.backends.memcached.MemcachedCache', - 'LOCATION': '127.0.0.1:11211', + "default": { + "BACKEND": "django.core.cache.backends.memcached.MemcachedCache", + "LOCATION": "127.0.0.1:11211", } } + +DEFAULT_AUTO_FIELD = "django.db.models.AutoField" diff --git a/api/api/urls.py b/api/api/urls.py index c3b5a0e..c37c8c4 100644 --- a/api/api/urls.py +++ b/api/api/urls.py @@ -15,16 +15,25 @@ """ from django.urls import re_path, include, path from rest_framework import routers -from SimRaAPI.views import RideViewSet, IncidentViewSet, ParsedFilesViewSet, LegViewSet, get_statistics, get_regions +from SimRaAPI.views import ( + RideViewSet, + IncidentViewSet, + ParsedFilesViewSet, + LegViewSet, + get_statistics, + get_regions, +) router = routers.DefaultRouter(trailing_slash=False) -router.register(r'rides', RideViewSet) -router.register(r'incidents', IncidentViewSet) -router.register(r'files', ParsedFilesViewSet) -router.register(r'legs', LegViewSet) +router.register(r"rides", RideViewSet) +router.register(r"incidents", IncidentViewSet) +router.register(r"files", ParsedFilesViewSet) +router.register(r"legs", LegViewSet) urlpatterns = [ - re_path(r'^api/', include(router.urls)), - path('api/statistics//', get_statistics), # get statistics for a specific region - path('api/regions/', get_regions), # get all regions as list + re_path(r"^api/", include(router.urls)), + path( + "api/statistics//", get_statistics + ), # get statistics for a specific region + path("api/regions/", get_regions), # get all regions as list ] diff --git a/api/api/wsgi.py b/api/api/wsgi.py index f701c39..c5e3e51 100644 --- a/api/api/wsgi.py +++ b/api/api/wsgi.py @@ -12,7 +12,7 @@ from django.core.wsgi import get_wsgi_application os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'api.settings') -sys.path.append('/var/simra/SimRa2/api') -sys.path.append('/var/simra/SimRa2/api/api') +sys.path.append('/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/api') +sys.path.append('/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/api/api') application = get_wsgi_application() diff --git a/doc/SETUP_ARCH.md b/doc/SETUP_ARCH.md new file mode 100644 index 0000000..590ee79 --- /dev/null +++ b/doc/SETUP_ARCH.md @@ -0,0 +1,65 @@ +# Setup on Arch Linux + +Latest update: 26.05.2021 + +This guide describes the project setup for Manjaro linux, an arch based linux distribution. + +- Install python3. +- Install pip3. + +## Setup of postgresql + +- Install postgreSQL via `sudo pacman -S postgresql`. Check the version via `psql --version`. Should be `13.2`. +- Create the database `simra`. +- Create the database user `simra`. +- Allow local database access. +- Install postgis via `sudo pacman -S postgis`. +- Log into the postgresql database as a super user and execute `CREATE EXTENSION postgis;`. Log out again. + +## Setup mapnik and tirex + +- Install mapnik via `sudo pacman -S mapnik`. +- Install `pyhton-mapnik`. +- Install Tirex. +- `sudo mkdir /var/lib/tirex/ /var/run/tirex/ /usr/lib/tirex/ /var/log/tirex/ /etx/tirex/` +- `chown tirex:tirex -R /var/lib/tirex/ /var/run/tirex/ /usr/lib/tirex/ /var/log/tirex/ /etx/tirex/` + +## Setup django + +- `pip3 install django` + +Inside the `/api/` directory run: + +- `rmdir /SimRaAPI/migrations` +- `python3 manage.py makemigrations SimRaAPI` +- `python3 manage.py migrate` + +## Setup apache2 + +- `yay -S apache` +- Start apache + +## Setup mod_tile + +- `mkdir /usr/include/iniparser/` +- `sudo cp /usr/include/iniparser.h /usr/include/iniparser/` +- `sudo ln -s /var/lib/tirex/tiles /var/lib/mod_tile` + +## Graphhopper + +- Clone the project +- Copy the config file +- Start the graphhopper server by executing `./start.sh` inside the `/graphhopper/` directory. + +## Initial database population + +Fill the database with street segments of the OSM street network: `sudo ./imposm-0.10.0-linux-x86-64/imposm import -mapping mapping.yml -read "berlin-latest.osm.pbf" -overwritecache -write -connection postgis://simra:simra@localhost/simra`. This creates the schema `import` with the table `osm_ways` which is used in the next step by the `create_legs.py` script. + +## Run the importer + +- Execute `python3 importer/importer/create_legs.py`. This populates the database with legs. +- Execute `python3 importer/importer/import.py`. This will import the CSV data into the database. + +## List of known issues + +The directory `/var/run/tirex/` is deleted on every shutdown of the machine. Thus, `sudo mkdir /var/run/tirex/` and `chown tirex:tirex -R /var/run/tirex/` have to be repeated. You can provide a shell script to do so in your autostart directory. diff --git a/doc/SETUP_UBUNTU.md b/doc/SETUP_UBUNTU.md new file mode 100644 index 0000000..c8c4400 --- /dev/null +++ b/doc/SETUP_UBUNTU.md @@ -0,0 +1,257 @@ +- [Setup on Ubuntu Linux](#setup-on-ubuntu-linux) + - [Python](#python) + - [PostgreSQL Database](#postgresql-database) + - [Setup Mapnik and tirex](#setup-mapnik-and-tirex) + - [Setup apache2](#setup-apache2) + - [Setup mod_tile](#setup-mod_tile) + - [Django & Python](#django--python) + - [Graphhopper](#graphhopper) + - [Initial database population](#initial-database-population) + - [Run the importer](#run-the-importer) + - [Rendering Map Tiles](#rendering-map-tiles) +- [List of known issues](#list-of-known-issues) + +# Setup on Ubuntu Linux + +Latest update: 13.06.2021 + +This guide describes the project setup for Ubuntu 18.04. If you have a clean setup OS you can also try running the `util/ubuntu-setup.sh` script which should do all the steps described here automatically. + +Make sure all your packages are up to date with `sudo apt update`. + +## Python + +Install Python 3.8 and python development headers: `sudo apt install python3.8 python3.8-dev` + +`python3.8 --version` should return `Python 3.8.10` now. + +Now, change the `python` command to point towards `python3.8` instead of python 2: + +``` +update-alternatives --remove python /usr/bin/python2 +sudo update-alternatives --install /usr/bin/python python /usr/bin/python3.8 10 +``` + +Now, to install pip for python 3.8, first execute `sudo apt remove python-pip` to remove existing pip versions. Then check, whether pip is no longer installed (`pip --version`). + +Next, install pip for Python 3.6 via `sudo apt install python3-pip` (`pip3 --version`) and then install pip for Python 3.8 by using pip: `python -m pip install pip`. Last, set your `~/.local/bin/` directory in the `PATH` variable. To do so, open `~./bashrc` (or your respective shell configuration file) and paste the following at the end of the file: + +``` +# set PATH so it includes user's private bin if it exists +if [ -d "$HOME/.local/bin" ] ; then + PATH="$HOME/.local/bin:$PATH" +fi +``` + +Now restart the terminal or execute `source ~/.bashrc` and check whether the installation was successful with `pip --version` which should return XYZ. + +(Steps taken from [this](https://stackoverflow.com/questions/63207385/how-do-i-install-pip-for-python-3-8-on-ubuntu-without-changing-any-defaults) tutorial.) + +Lastly, start django by executing `python manage.py runserver` in the `api/` directory. + +Python packages which have to be installed after (TODO: Add to requirements.txt): + +- `rdp` +- `geopy` +- `gpxpy` + +## PostgreSQL Database + +Install the database via `sudo apt install postgresql postgresql-contrib`. `psql --version`. should return `10.17`. + +The following lines create a new database user `simra` and a database of the same name. To do so we use the default psql user `postgres` who has superadmin access to the entire PostgreSQL instance. + +``` +sudo -u postgres createuser simra +sudo -u postgres createdb simra +``` + +Next, enter the psql command line interface as the user `postgres` to allocate a password to the new `simra` user: + +``` +sudo -u postgres psql +psql=# alter user simra with encrypted password 'simra'; +psql=# grant all privileges on database simra to simra; +psql=# alter role simra superuser; +``` + +The CLI should return `ALTER ROLE` and `GRANT` as visual feedback when both operations where successful. You can also check whether the database was created by typing `\list` into the psql CLI which will list all databases. + +To quit the CLI, type `\q` and press enter. + +(The steps above where taken from [this](https://medium.com/coding-blocks/creating-user-database-and-adding-access-on-postgresql-8bfcd2f4a91e) tutorial.) + +Install postgis via `sudo apt install postgis`. Next, you need to log into the database as the `postgres` user and activate PostGIS by executing `CREATE EXTENSION postgis;`. The `SELECT PostGIS_full_version();` should yield version 2.4.3.Log out again. + +We recommend the tool pgAdmin4 for managing the PostgreSQL database because it allows for geo data visualization. It can be installed, following [this tutorial](https://www.pgadmin.org/download/pgadmin-4-apt/). + +## Setup Mapnik and tirex + +Clone the mapnik repository via `git clone https://github.com/mapnik/mapnik` and enter the `mapnik/` directory. + +``` +# you might have to update your outdated clang +sudo add-apt-repository -y ppa:ubuntu-toolchain-r/test +sudo apt-get update -y + +# https://askubuntu.com/questions/509218/how-to-install-clang +# Grab the key that LLVM use to GPG-sign binary distributions +wget -O - https://apt.llvm.org/llvm-snapshot.gpg.key | sudo apt-key add - +sudo apt-add-repository "deb http://apt.llvm.org/bionic/ llvm-toolchain-bionic-6.0 main" +sudo apt-get install -y gcc-6 g++-6 clang-6.0 lld-6.0 +export CXX="clang++-6.0" && export CC="clang-6.0" + + +# Install mapnik +git clone https://github.com/mapnik/mapnik mapnik +cd mapnik +git checkout v3.0.x +git submodule update --init +sudo apt-get install zlib1g-dev clang make pkg-config curl +source bootstrap.sh +./configure CUSTOM_CXXFLAGS="-D_GLIBCXX_USE_CXX11_ABI=0" CXX=${CXX} CC=${CC} +make -j 3 # Uses 3 CPU cores +make test # This yields 6 errors if your OS username is not 'simra' but you can ignore them. +sudo make install +``` + +Install `python-mapnik` by using apt: `sudo apt install python-mapnik`. _Attention!_ This could yield errors, as this is probably not meant for mapnik 3.0.x! + +For tirex we first need a new user: + +``` +sudo useradd -M tirex +sudo usermod -L tirex +``` + +Install Tirex by executing the following lines: + +``` +# Meet missing dependencies +sudo apt install devscripts + +# Install Perl modules +sudo cpan IPC::ShareLite JSON GD LWP +sudo cpan CPAN # Updates to newer cpan + +# Install, build and install Tirex +git clone git@github.com:openstreetmap/tirex.git +make +sudo make install +``` + +Check whether `/etc/tirex/` and `/usr/lib/tirex/` exist. If not, something went wrong and you should restart the Tirex setup. + +Tirex needs some additional directories to run, so create them now: `sudo mkdir /var/lib/tirex/ /var/run/tirex/ /var/log/tirex/` + +Next, run `chown tirex:tirex -R /var/lib/tirex/ /var/run/tirex/ /usr/lib/tirex/ /var/log/tirex/ /etx/tirex/` to allocated respective rights for the user `tirex`. + +Now, remove the initial Mapnik directory of Tirex via `sudo rmdir /etc/tirex/renderer/mapnik`. Create a symlink to this repositories folder `tileserver/mapnik_config/` instead, e.g. `sudo ln -s /home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_config /etc/tirex/renderer/mapnik`. **Be sure that the path to `mapnik_config/` does not contain spaces!** + +Next, remove all content from the `openseamap/` directory via `sudo rm -r /etc/tirex/renderer/openseamap/*`. + +Execute `sudo mkdir /var/lib/tirex/tiles` to create the Tirex tiles folder and for each config file in `tileserver/mapnik_config/` create a folder of the same name in `/var/lib/tirex/tiles/`: `sudo mkdir incident-combined popularity-combined relative-speed-aggregated relative-speed-single rides-density_all rides-density_rushhourevening rides-density_rushhourmorning rides-density_weekend rides-original stoptimes surface-quality-aggregated surface-quality-single popularity-score popularity-combined popularity-original_avoided popularity-original_chosen popularity_w-incidents_combined popularity_w-incidents_score popularity-original_w-incidents_avoided popularity-original_w-incidents_chosen`. Grant permission via `sudo chown tirex:tirex -R /var/lib/tirex`. + +Then copy the service files `tirex-backend-manager.service` and `tirex-master.service` into the systems service folder. Both service files can be found inside the directory `tileserver/config/` inside this repository. + +``` +sudo cp ./tileserver/config/tirex-master.service /etc/systemd/system +sudo cp ./tileserver/config/tirex-backend-manager.service /etc/systemd/system +``` + +Grant this permission: `sudo chown tirex:tirex -R /var/run/tirex`. + +Finally, update `/etc/tirex/renderer/mapnik.conf`: `plugindir` should be `/usr/local/lib/mapnik/input` and `fontdir` should be `/usr/local/lib/mapnik/fonts`. + +In your `mapnik_config/` directory change the `mapfile` variable to point towards the map files inside `mapnik_maps/`. + +Now you can start the Tirex services: `sudo systemctl start tirex-master` and `sudo systemctl start tirex-backend-manager`. + +## Setup apache2 + +Install the web server by executing `sudo apt install apache2 apache2-dev`. Checking the status of the server with `systemctl status apache2` should yield `active (running)`. If not, start the web server manually via `sudo systemctl start apache2`. + +Now copy `simra-ubuntu.conf` into `/etc/apache2/mods-available`: `sudo cp ./tileserver/config/simra-ubuntu.conf /etc/apache2/mods-available`. Next we system link the config file to `/etc/apache2/mods-enabled`: `sudo ln -s /etc/apache2/mods-available/simra-ubuntu.conf /etc/apache2/mods-enabled`. Apache2 will automatically look into these directories and read those configurations. Lastly restart the service via `sudo systemctl restart apache2`. + +## Setup mod_tile + +This package is a module for the Apache web server. If not done yet, add the OSM PPA to the OS: `sudo add-apt-repository -y ppa:osmadmins/ppa`. Now the installation is possible straight forward by executing `sudo apt-get install -y libapache2-mod-tile`. Lastly execute `sudo ln -s /var/lib/tirex/tiles /var/lib/mod_tile` to create a system link. + +## Django & Python + +Now that the database is set up, we will create database models which will define the form of the database tables which will be filled later. For that, the project uses the django framework which can be installed with pip: `pip install django`. + +Then, execute `pip install -r requirements.txt`. This will run in an error which can be resolved by downgrading the `libpq5` package and installing some more dependencies: + +``` +sudo apt install libgpgme-dev python-apt python3-testresources +sudo apt-get install libpq-dev python-dev pkg-config libcairo2-dev +sudo apt-get install libpq5=10.17-0ubuntu0.18.04.1 +sudo apt-get install libpq-dev python-dev +pip install psycopg2 +``` + +TODO: Can the apt-get commands be executed together? + +Now run `pip install -r requirements.txt` again. + +_Attention!_ `mapnik==3.0.23` was removed from `requirements.txt`. TODO: Put back in there? + +Navigate into the `api/` directory (if necessary, remove `SimRaAPI/migrations/`) and run: + +``` +python manage.py makemigrations SimRaAPI +python manage.py migrate +``` + +## Graphhopper + +This component is used to determine the shortest routes between two GPS coordinates as well as to map match the raw GPS data onto a map. + +``` +# Download the Graphhopper web server +wget https://graphhopper.com/public/releases/graphhopper-web-3.0.jar -P ./graphhopper/ + +# Download street map data for DACH (Germany, Austria, Switzerland) +sudo mkdir /var/simra /var/simra/pbf +sudo wget http://download.geofabrik.de/europe/dach-latest.osm.pbf -P /var/simra/pbf/ +``` + +If not done yet, install Java on your system: `sudo apt install default-jdk`. + +Now start the web server by executing `java -jar ./graphhopper/graphhopper-web-3.0.jar server ./graphhopper/config.yml`. **Make sure this service is running before importing any GPS data.** TODO: Make `start.sh` executable: You can also use the startup script provided in the same folder. To do so, give it execution permission by calling `chmod +x ./graphhopper/start.sh`. Now you can start the Graphhopper web server via `./graphhopper/start.sh`. + +_Notice: Starting the service can take a while as it will create a graph inside `graph-cache/`._ + +## Initial database population + +Now the PostgreSQL database gets filled with basic map data, retrieved by the OSM service. To do so, we use the tool [Imposm](https://imposm.org/docs/imposm3/latest/). + +Navigate into the `osm importer` directory and execute `sudo ./imposm-0.10.0-linux-x86-64/imposm import -mapping mapping.yml -read "berlin-latest.osm.pbf" -overwritecache -write -connection postgis://simra:simra12345simra@localhost/simra`. This creates the schema `import` with the table `osm_ways` which is used in the next step by the `create_legs.py` script. + +## Run the importer + +Next, the existing map data is separated into legs which represent single street segments of the street network. To do that, execute `python importer/importer/create_legs.py`. This will fill the database tables `OsmWaysLegs`, `OsmWaysJunctions` and `OsmWaysLargeJunctions` inside the schema `public` of the `simra` database. + +Execute `python importer/importer/import.py`. This will import the CSV data into the database. + +Attention, depending on the amount of data which is imported, this process can take a while. To test if your setup is working we highly recommend to test with a small amount of CSV files. + +## Rendering Map Tiles + +Now that everything is set up, the data in the database can be rendered into PNG images which are used by the Tirex tile server. To do so execute `tirex-batch map=rides-original bbox=11.642761,51.894292,15.135040,53.006521 z=0-10`. You can monitor this process by calling `tirex-status` in another terminal instance. + +Attention, depending on the amount of data which is imported, this process can take a while. + +# List of known issues + +For detailed feedback, the following commands may be useful: + +- `tirex-status` +- `tirex-status --once --extended` +- `journalctl -xe` +- For development and easier use of Tirex related task, check out the `tirex` bash script in `util/`. To view available commands and options execute `./util/tirex.sh -h`. + +For some of the components mentioned above, detailed setup instructions can be found [here](https://ircama.github.io/osm-carto-tutorials/tile-server-ubuntu/). + +The directory `/var/run/tirex/` is deleted on every shutdown of the machine. Thus, `sudo mkdir /var/run/tirex/` and `chown tirex:tirex -R /var/run/tirex/` have to be repeated. You can provide a shell script to do so in your autostart directory. \ No newline at end of file diff --git a/graphhopper/config.yml b/graphhopper/config.yml new file mode 100644 index 0000000..305317b --- /dev/null +++ b/graphhopper/config.yml @@ -0,0 +1,18 @@ +graphhopper: + datareader.file: /var/simra/pbf/dach-latest.osm.pbf + graph.dataaccess: MMAP_STORE + graph.location: graph-cache + graph.flag_encoders: bike + profiles: + - name: bike + vehicle: bike + weighting: fastest + +server: + application_connectors: + - type: http + port: 8989 + bind_host: localhost + - type: http + port: 8990 + bind_host: localhost \ No newline at end of file diff --git a/graphhopper/start.sh b/graphhopper/start.sh new file mode 100644 index 0000000..a9abe09 --- /dev/null +++ b/graphhopper/start.sh @@ -0,0 +1 @@ +java -jar graphhopper-web-3.0.jar server config.yml \ No newline at end of file diff --git a/importer/README.md b/importer/README.md deleted file mode 100644 index 169cfe2..0000000 --- a/importer/README.md +++ /dev/null @@ -1 +0,0 @@ -python3.8 setup.py install diff --git a/importer/importer/create_legs.py b/importer/importer/create_legs.py index e89a989..e6fc7b6 100644 --- a/importer/importer/create_legs.py +++ b/importer/importer/create_legs.py @@ -1,45 +1,50 @@ -from settings import * -import os +from settings import logging from db_connection import DatabaseConnection -import datetime -import tqdm -import sys -import profile, rides -if __name__ == '__main__': +"""A python module to populate the simra database with leg entities.""" + +if __name__ == "__main__": with DatabaseConnection() as cur: - print(f"[*] Inserting data into OsmWaysJunctions") - cur.execute(""" - INSERT INTO public."SimRaAPI_osmwaysjunctions" (point) - SELECT ST_Transform((ST_DumpPoints(geometry)).geom, 4326) AS point - FROM import.osm_ways - GROUP BY point - HAVING count(*) >= 2 - """) - print(f"[+] Success") - print(f"[*] Inserting data into OsmWaysLegs") - cur.execute(""" - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER count SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER score SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "weekdayCount" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "morningCount" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "eveningCount" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "normalIncidentCount" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "scaryIncidentCount" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "score_array" SET DEFAULT array[]::float[]; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "velocity" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "velocity_array" SET DEFAULT array[]::float[]; - """) - cur.execute(""" - INSERT INTO public."SimRaAPI_osmwayslegs" ("osmId", "geom", "streetName", "postalCode", "highwayName") + logging.info("Inserting data into the table 'OsmWaysJunctions'") + cur.execute( + """ + INSERT INTO public."SimRaAPI_osmwaysjunctions" (point) + SELECT ST_Transform((ST_DumpPoints(geometry)).geom, 4326) AS point + FROM import.osm_ways + GROUP BY point + HAVING count(*) >= 2 + """ + ) + logging.info("... Success") + + logging.info("Inserting data into the table 'OsmWaysLegs'") + cur.execute( + """ + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER count SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER score SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "weekdayCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "morningCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "eveningCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "normalIncidentCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "scaryIncidentCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "score_array" SET DEFAULT array[]::float[]; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "velocity" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "velocity_array" SET DEFAULT array[]::float[]; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "avoidedCount" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmwayslegs" ALTER "chosenCount" SET DEFAULT 0; + """ + ) + cur.execute( + """ + INSERT INTO public."SimRaAPI_osmwayslegs" ("osmId", "geom", "streetName", "postalCode", "highwayName") SELECT osm_id, - (ST_Dump(ST_Split( - ST_Transform(geometry, 4326), - ST_Collect(public."SimRaAPI_osmwaysjunctions".point)) - )).geom AS geometry, - street_name, - postal_code, - highway_type + (ST_Dump(ST_Split( + ST_Transform(geometry, 4326), + ST_Collect(public."SimRaAPI_osmwaysjunctions".point)) + )).geom AS geometry, + street_name, + postal_code, + highway_type FROM import.osm_ways JOIN public."SimRaAPI_osmwaysjunctions" ON public."SimRaAPI_osmwaysjunctions".point && ST_Transform(import.osm_ways.geometry, 4326) @@ -48,36 +53,33 @@ street_name, postal_code, highway_type; - """) - - print(f"[+] Success") - - print(f"[*] Inserting data into OsmLargeJunctions") - - cur.execute(""" - ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER count SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER "totalDuration" SET DEFAULT 0; - ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER "avgDuration" SET DEFAULT 0; - """) - - cur.execute(""" -INSERT INTO public."SimRaAPI_osmlargejunctions" (point) - SELECT st_transform((ST_DumpPoints(geom)).geom, 4326) AS point - FROM public."SimRaAPI_osmwayslegs" - WHERE "highwayName" = 'primary' - OR "highwayName" = 'secondary' - OR "highwayName" = 'secondary_link' - OR "highwayName" = 'tertiary' - OR "highwayName" = 'tertiary_link' - OR "highwayName" = 'living_street' - OR "highwayName" = 'residential' - OR "highwayName" = 'cycleway' - GROUP BY point - HAVING count(*) >= 3 - - """) + """ + ) + logging.info("... Success") - print(f"[+] Success") - #""" - # SELECT * FROM public."SimRaAPI_parsedfiles" WHERE "fileName" LIKE %s - # """, (f'%{filename}%', )) + logging.info("Inserting data into the table 'OsmLargeJunctions'") + cur.execute( + """ + ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER count SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER "totalDuration" SET DEFAULT 0; + ALTER TABLE public."SimRaAPI_osmlargejunctions" ALTER "avgDuration" SET DEFAULT 0; + """ + ) + cur.execute( + """ + INSERT INTO public."SimRaAPI_osmlargejunctions" (point) + SELECT st_transform((ST_DumpPoints(geom)).geom, 4326) AS point + FROM public."SimRaAPI_osmwayslegs" + WHERE "highwayName" = 'primary' + OR "highwayName" = 'secondary' + OR "highwayName" = 'secondary_link' + OR "highwayName" = 'tertiary' + OR "highwayName" = 'tertiary_link' + OR "highwayName" = 'living_street' + OR "highwayName" = 'residential' + OR "highwayName" = 'cycleway' + GROUP BY point + HAVING count(*) >= 3 + """ + ) + logging.info("... Success") diff --git a/importer/importer/filters.py b/importer/importer/filters.py index b9e2626..e802fd9 100644 --- a/importer/importer/filters.py +++ b/importer/importer/filters.py @@ -1,21 +1,62 @@ -from importer.settings import * +"""Library of different filter functions. + +Methods +------- +apply_smoothing_filters() + apply_acc_filter() + apply_rdp_filter() +apply_removal_filters() + apply_short_distance_filter() + apply_short_duration_filter() + apply_high_avg_speed_filter() + apply_user_forgot_to_stop_filter() +""" + +from settings import * from rdp import rdp from geopy.distance import great_circle def apply_smoothing_filters(ride): + """Reduces the data points of ride. + + Parameters + ---------- + ride : Ride + Ride entity to be filtered. + + Returns + ------- + Ride + Ride entity with fewer data but similar accuracy. + """ ride = apply_acc_filter(ride) ride = apply_rdp_filter(ride) return ride def apply_removal_filters(ride): + """Checks whether one of four filters apply. + + Parameters + ---------- + ride : Ride + Ride entity to be filtered. + + Returns + ------- + bool + True, if the trajectory can't be used for further calucations + because one of the filters triggered. + """ ride_distance = calc_dist(ride.raw_coords_filtered) ride_duration = (ride.timestamps[-1] - ride.timestamps[0]).seconds - return apply_short_distance_filter(ride_distance) | \ - apply_short_duration_filter(ride_duration) | \ - apply_high_avg_speed_filter(ride_distance, ride_duration) | \ - apply_user_forgot_to_stop_filter(ride) + return ( + apply_short_distance_filter(ride_distance) + | apply_short_duration_filter(ride_duration) + | apply_high_avg_speed_filter(ride_distance, ride_duration) + | apply_user_forgot_to_stop_filter(ride) + ) def apply_acc_filter(ride): @@ -23,16 +64,28 @@ def apply_acc_filter(ride): mask = [acc > MIN_ACCURACY for acc in ride.accuracies] ride.raw_coords_filtered = filter_by_mask(ride.raw_coords, mask) ride.timestamps_filtered = filter_by_mask(ride.timestamps, mask) - print("Accuracy filter filtered {} coordinates.".format(len_before - len(ride.raw_coords_filtered))) + print( + "Accuracy filter filtered {} coordinates.".format( + len_before - len(ride.raw_coords_filtered) + ) + ) return ride def apply_rdp_filter(ride): len_before = len(ride.raw_coords_filtered) mask = rdp(ride.raw_coords_filtered, RDP_EPSILON, return_mask=True) - ride.raw_coords_filtered = filter_by_mask(ride.raw_coords_filtered, [not boolean for boolean in mask]) - ride.timestamps_filtered = filter_by_mask(ride.timestamps_filtered, [not boolean for boolean in mask]) - print("RDP filter filtered {} coordinates.".format(len_before - len(ride.raw_coords_filtered))) + ride.raw_coords_filtered = filter_by_mask( + ride.raw_coords_filtered, [not boolean for boolean in mask] + ) + ride.timestamps_filtered = filter_by_mask( + ride.timestamps_filtered, [not boolean for boolean in mask] + ) + print( + "RDP filter filtered {} coordinates.".format( + len_before - len(ride.raw_coords_filtered) + ) + ) return ride @@ -77,11 +130,15 @@ def apply_high_avg_speed_filter(distance, duration): def apply_user_forgot_to_stop_filter(ride): for i in range(len(ride.raw_coords)): if i + 100 < len(ride.raw_coords): - dist = calc_dist(ride.raw_coords[i:i + 100]) + dist = calc_dist(ride.raw_coords[i : i + 100]) else: break if dist < MIN_DISTANCE_TO_COVER_IN_5_MIN: - print("Ride filtered due to user forgot to stop recording (user only covered {}m in ~5min).".format(dist)) + print( + "Ride filtered due to user forgot to stop recording (user only covered {}m in ~5min).".format( + dist + ) + ) return True return False diff --git a/importer/importer/import.py b/importer/importer/import.py index 151bcb8..9e438bb 100644 --- a/importer/importer/import.py +++ b/importer/importer/import.py @@ -6,35 +6,48 @@ import profile, rides -if __name__ == '__main__': +if __name__ == "__main__": files = [] for r, d, f in os.walk(IMPORT_DIRECTORY, followlinks=True): for file in f: - if '.' not in file: + if "." not in file: files.append(os.path.join(r, file)) for file in tqdm.tqdm(files): - if "Profiles" in file: + if "Profiles" in file: # Don't process further, when not a ride file. continue filename = file.split("/")[-1] region = file.split("/")[-3] with DatabaseConnection() as cur: - cur.execute(""" + cur.execute( + """ SELECT * FROM public."SimRaAPI_parsedfiles" WHERE "fileName" LIKE %s - """, (f'%{filename}%', )) - if cur.fetchone() is not None: + """, + (f"%{filename}%",), + ) + if ( + cur.fetchone() is not None + ): # Don't process further, if ride already exists. continue try: - with DatabaseConnection() as cur: # new database connection for the whole transaction + with DatabaseConnection() as cur: # new database connection for the whole transaction if "Profiles" in file: profile.handle_profile(file, cur) continue else: - print(file) + logging.info(file) rides.handle_ride_file(file, cur) - cur.execute(""" + cur.execute( + """ INSERT INTO public."SimRaAPI_parsedfiles" ("fileName", "fileType", "region", "importTimestamp") VALUES (%s, %s, %s, %s) - """, [filename, "profile" if "Profiles" in file else "ride", region, datetime.datetime.utcnow()]) + """, + [ + filename, + "profile" if "Profiles" in file else "ride", + region, + datetime.datetime.utcnow(), + ], + ) except Exception as e: - raise(e) - print(f"Skipped ride {filename} due to exception {e}") + logging.exception(f"Skipped ride {filename} due to exception {e}") + raise (e) diff --git a/importer/importer/incidents.py b/importer/importer/incidents.py index c46eafe..56d72f8 100644 --- a/importer/importer/incidents.py +++ b/importer/importer/incidents.py @@ -10,7 +10,7 @@ def handle_incidents(data, filename, cur): pLoc = -1 incidents = [] for row in data: - rideTimestamp = datetime.utcfromtimestamp(int(row.get("ts", 0)) / 1000) + rideTimestamp = datetime.utcfromtimestamp(int(row.get("ts", 0) or 0) / 1000) bikeType = row.get("bike", -1) childCheckbox = row.get("childCheckBox", 0) == "1" trailerCheckbox = row.get("trailerCheckBox", 0) == "1" @@ -27,7 +27,7 @@ def handle_incidents(data, filename, cur): i += 1 scary = row.get("scary", 0) == "1" desc = row.get("desc", "") - geom = Point(row["lon"], row["lat"], srid=4326) + geom = Point(row.get("lon", 0) or 0, row.get("lat", 0) or 0, srid=4326) cur.execute(""" INSERT INTO public."SimRaAPI_incident" ("rideTimestamp", "bikeType", "childCheckbox", "trailerCheckbox", "pLoc", "incident", "iType", "scary", "desc", "filename", "geom") VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s) RETURNING id """, [rideTimestamp, bikeType, childCheckbox, trailerCheckbox, pLoc, incident, iType, scary, desc, filename, geom]) diff --git a/importer/importer/leg_service.py b/importer/importer/leg_service.py index a997ad5..cd4bfbc 100644 --- a/importer/importer/leg_service.py +++ b/importer/importer/leg_service.py @@ -1,29 +1,87 @@ +"""Service which manipulates the osmwayslegs database table. + +Methods +------- + determine_legs(map_matched_coords, cur) + Determines the legs of the OSM service, belonging to a specific + ride. + insert_map_matched_coords(map_matched_coords, cur) + Saves the map matched coordinates as an entity into a temporary + database 'ride'. + find_legs(cur) + Retrieves all OSM legs which are part of a certain ride. + update_legs + Calculates measures for legs belonging to a specific ride and + save the new information into the database. + update_avoided_legs + Updates the 'avoidedCount' attribute in the database of all + given legs of the set. + is_weekday : bool + is_morning : bool + is_evening : bool +""" + import pandas as pd POSTGIS_SURROUNDING_RIDE_BUFFER_SIZE = 0.00002 def determine_legs(map_matched_coords, cur): + """Determines the legs of the OSM service, belonging to a specific + ride. + + Returns + ------- + List of legs + Legs, belonging to the map matched coordinates of the ride, + passed as a parameter. + """ insert_map_matched_coords(map_matched_coords, cur) return find_legs(cur) def insert_map_matched_coords(map_matched_coords, cur): - cur.execute('DROP TABLE IF EXISTS ride;') - cur.execute('CREATE TEMP TABLE ride (geometry geometry NOT NULL);') + """Saves the map matched coordinates as an entity into a temporary + database 'ride'. + + Parameters + ---------- + map_matched_coords + List of coordinates, map matched by the graphhopper service. + cur : DatabaseConnection + """ - insert_map_matched_query = 'INSERT INTO ride VALUES (st_buffer(st_makeline(ARRAY[' + cur.execute("DROP TABLE IF EXISTS ride;") + cur.execute("CREATE TEMP TABLE ride (geometry geometry NOT NULL);") + + insert_map_matched_query = "INSERT INTO ride VALUES (st_buffer(st_makeline(ARRAY[" for coord in map_matched_coords: - insert_map_matched_query += 'St_SetSRID(st_makepoint(' + str(coord[0]) + ',' + str(coord[1]) + '), 4326),' + insert_map_matched_query += ( + "St_SetSRID(st_makepoint(" + + str(coord[0]) + + "," + + str(coord[1]) + + "), 4326)," + ) if len(map_matched_coords) > 0: insert_map_matched_query = insert_map_matched_query[:-1] - insert_map_matched_query += ']::geometry[]), ' + str(POSTGIS_SURROUNDING_RIDE_BUFFER_SIZE) + '));' + insert_map_matched_query += ( + "]::geometry[]), " + str(POSTGIS_SURROUNDING_RIDE_BUFFER_SIZE) + "));" + ) cur.execute(insert_map_matched_query) def find_legs(cur): - query = ''' + """Retrieves all OSM legs which are part of a certain ride. The + ride has to be temporarily saved in the database table 'ride' which + is created by callling the function insert_map_matched_coords(). + + Parameters + ---------- + cur : DatabaseConnection + """ + query = """ SELECT sub.id, sub."osmId", @@ -38,7 +96,9 @@ def find_legs(cur): "velocity", "velocity_array", "normalIncidentCount", - "scaryIncidentCount" + "scaryIncidentCount", + "avoidedCount", + "chosenCount" FROM ( SELECT l.id, @@ -54,112 +114,310 @@ def find_legs(cur): "velocity", "velocity_array", "normalIncidentCount", - "scaryIncidentCount" + "scaryIncidentCount", + "avoidedCount", + "chosenCount" FROM ride r, public."SimRaAPI_osmwayslegs" l WHERE r.geometry && l.geom LIMIT 100000) AS sub, ride r WHERE st_contains(r.geometry, sub.geom); - ''' + """ cur.execute(query) return cur.fetchall() -def update_legs(ride, legs, cur, IRI, phone_loc, velocity_sections, incident_locs): - df = pd.DataFrame(data=legs, index=range(len(legs)), - columns=['id', 'osm_id', 'geometry', 'street_name', 'count', 'score', 'weekday_count', - 'morning_count', "evening_count", "score_array", "velocity", "velocity_array", "normal_incident_count", "scary_incident_count"]) - df['count'] += 1 +def update_legs( + ride, + legs, + shortest_path_legs, + cur, + IRI, + phone_loc, + velocity_sections, + incident_locs, + is_detour, +): + """Calculates measures for legs belonging to a specific ride and + save the new information into the database. + + Parameters + ---------- + legs + List of OSM legs with all their attributes which where + traversed by the cyclist. + shortest_path_legs + Set of legs which are part of the shortest route of the + trajectory. + phone_loc + The location of the phone during the ride. + is_detour : bool + Whether the trajectory should be counted as a detour because + it exceeds the threshold parameters. + """ + # Current state of the OSM service legs + df = pd.DataFrame( + data=legs, + index=range(len(legs)), + columns=[ + "id", + "osm_id", + "geometry", + "street_name", + "count", + "score", + "weekday_count", + "morning_count", + "evening_count", + "score_array", + "velocity", + "velocity_array", + "normal_incident_count", + "scary_incident_count", + "avoided_count", + "chosen_count", + ], + ) + + # Increase counters + df["count"] += 1 for i, leg in df.iterrows(): + # TODO: Put if outside of for loop if is_weekday(ride.timestamps): - df.at[i, 'weekday_count'] += 1 + df.at[i, "weekday_count"] += 1 if is_morning(ride.timestamps): - df.at[i, 'morning_count'] += 1 + df.at[i, "morning_count"] += 1 if is_evening(ride.timestamps): - df.at[i, 'evening_count'] += 1 + df.at[i, "evening_count"] += 1 + + # Increase avoided and chosen counters, if trajectory was a detour. + if is_detour: + # All legs which where not traversed and which are part of the + # shortest trajectory. + avoided = list( + filter( + lambda shortest_path_sleg: True + if shortest_path_sleg not in legs + else False, + shortest_path_legs, + ) + ) + update_avoided_legs(avoided, cur) - cur.execute(""" - CREATE TEMP TABLE updated_legs(count INT, score FLOAT, weekday_count INT, morning_count INT, evening_count INT, id BIGINT, score_array FLOAT[], velocity FLOAT, velocity_array FLOAT[], normal_incident_count INT, scary_incident_count INT) ON COMMIT DROP - """) + # All legs which where travered but which are not part of the + # shortest trajectory. + chosen = list( + filter(lambda sleg: True if sleg not in shortest_path_legs else False, legs) + ) + for idx, leg in enumerate(legs): + if leg in chosen: + df.at[idx, "chosen_count"] += 1 - cur.execute(""" - CREATE TEMP TABLE legs_to_match(id BIGINT, geom GEOMETRY(LINESTRING,4326)) ON COMMIT DROP - """) - tup = [tuple(x) for x in df[['id', 'geometry']].to_numpy()] - cur.executemany(""" - INSERT INTO legs_to_match (id, geom) VALUES(%s, ST_GeomFromText(%s,4326)) - """, tup) + # Create a temporary table to buffer updated leg information + cur.execute( + """ + CREATE TEMP TABLE updated_legs( + count INT, + score FLOAT, + weekday_count INT, + morning_count INT, + evening_count INT, + id BIGINT, + score_array FLOAT[], + velocity FLOAT, + velocity_array FLOAT[], + normal_incident_count INT, + scary_incident_count INT, + avoided_count INT, + chosen_count INT + ) + ON COMMIT DROP + """ + ) + # Create a temporary database table for the legs of the ride which + # need to be matched. + cur.execute( + """ + CREATE TEMP TABLE legs_to_match(id BIGINT, geom GEOMETRY(LINESTRING,4326)) ON COMMIT DROP + """ + ) + tup = [tuple(x) for x in df[["id", "geometry"]].to_numpy()] + cur.executemany( + """ + INSERT INTO legs_to_match (id, geom) VALUES(%s, ST_GeomFromText(%s,4326)) + """, + tup, + ) + + # If the phones was attached to the bikes handelbar, calculate a + # street quality score. if phone_loc == 1 or phone_loc == "1": # Handlebar from tqdm import tqdm + for iri in tqdm(IRI): - cur.execute(""" - SELECT id, ST_Distance(geom, ST_SetSRID(ST_MakePoint(%s, %s),4326)) as d FROM legs_to_match ORDER BY d ASC LIMIT 1 - """, (iri[2][0], iri[2][1])) + cur.execute( + """ + SELECT + id, + ST_Distance( + geom, ST_SetSRID(ST_MakePoint(%s, %s),4326) + ) as d + FROM legs_to_match ORDER BY d ASC LIMIT 1 + """, + (iri[2][0], iri[2][1]), + ) candidates = cur.fetchall() for candidate in candidates: if candidate[0] in list(df["id"]): - for i in df.loc[df['id'] == candidate[0]]["score_array"]: + for i in df.loc[df["id"] == candidate[0]]["score_array"]: i.append(iri[0]) break for i, leg in df.iterrows(): - if len(df.at[i, 'score_array']) > 0: - df.at[i, 'score'] = sum(df.at[i, "score_array"]) / len(df.at[i, "score_array"]) + if len(df.at[i, "score_array"]) > 0: + df.at[i, "score"] = sum(df.at[i, "score_array"]) / len( + df.at[i, "score_array"] + ) else: df.at[i, "score"] = -1 + + # Process near miss incidents for incident in incident_locs: - cur.execute(""" - SELECT id, ST_Distance(geom, %s) as d FROM legs_to_match ORDER BY d ASC LIMIT 1 - """, (incident[0],)) + cur.execute( + """ + SELECT id, ST_Distance(geom, %s) as d + FROM legs_to_match ORDER BY d ASC LIMIT 1 + """, + (incident[0],), + ) candidates = cur.fetchall() for candidate in candidates: if candidate[0] in list(df["id"]): if not incident[1]: - df.loc[df['id'] == candidate[0], "normal_incident_count"] += 1 + df.loc[df["id"] == candidate[0], "normal_incident_count"] += 1 else: - df.loc[df['id'] == candidate[0], "scary_incident_count"] += 1 - + df.loc[df["id"] == candidate[0], "scary_incident_count"] += 1 + # Process velocity data for vel_section in velocity_sections: - cur.execute(""" - SELECT id, ST_Distance(geom, ST_SetSRID(ST_MakePoint(%s, %s),4326)) as d FROM legs_to_match ORDER BY d ASC LIMIT 1 - """, (vel_section[0][0][0], vel_section[0][0][1])) + cur.execute( + """ + SELECT + id, + ST_Distance( + geom, ST_SetSRID(ST_MakePoint(%s, %s),4326) + ) as d + FROM legs_to_match ORDER BY d ASC LIMIT 1 + """, + (vel_section[0][0][0], vel_section[0][0][1]), + ) candidates = cur.fetchall() for candidate in candidates: if candidate[0] in list(df["id"]): - for i in df.loc[df['id'] == candidate[0]]["velocity_array"]: + for i in df.loc[df["id"] == candidate[0]]["velocity_array"]: i.append(vel_section[2]) break for i, leg in df.iterrows(): - if len(df.at[i, 'velocity_array']) > 0: - df.at[i, 'velocity'] = sum(df.at[i, "velocity_array"]) / len(df.at[i, "velocity_array"]) + if len(df.at[i, "velocity_array"]) > 0: + df.at[i, "velocity"] = sum(df.at[i, "velocity_array"]) / len( + df.at[i, "velocity_array"] + ) else: df.at[i, "velocity"] = -1 - tuples = [tuple(x) for x in df[['count', 'score', 'weekday_count', 'morning_count', "evening_count", 'id', 'score_array', "velocity", "velocity_array", "normal_incident_count", "scary_incident_count"]].to_numpy()] - cur.executemany(""" - INSERT INTO updated_legs (count, score, weekday_count, morning_count, evening_count, id, score_array, velocity, velocity_array, normal_incident_count, scary_incident_count) - VALUES(%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)""", - tuples) + # Store updated information in the temporary database table + # 'updated_legs'. + tuples = [ + tuple(x) + for x in df[ + [ + "count", + "score", + "weekday_count", + "morning_count", + "evening_count", + "id", + "score_array", + "velocity", + "velocity_array", + "normal_incident_count", + "scary_incident_count", + "avoided_count", + "chosen_count", + ] + ].to_numpy() + ] + cur.executemany( + """ + INSERT INTO updated_legs ( + count, + score, + weekday_count, + morning_count, + evening_count, + id, + score_array, + velocity, + velocity_array, + normal_incident_count, + scary_incident_count, + avoided_count, + chosen_count + ) + VALUES(%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s) + """, + tuples, + ) + + # Move updated leg data into the persistend database table + # 'SimRaAPI_osmwayslegs'. + cur.execute( + """ + UPDATE public."SimRaAPI_osmwayslegs" + SET + count = updated_legs.count, + score = updated_legs.score, + "weekdayCount" = updated_legs.weekday_count, + "morningCount" = updated_legs.morning_count, + "eveningCount" = updated_legs.evening_count, + "score_array" = updated_legs.score_array, + "velocity" = updated_legs.velocity, + "velocity_array" = updated_legs.velocity_array, + "normalIncidentCount" = updated_legs.normal_incident_count, + "scaryIncidentCount" = updated_legs.scary_incident_count, + "avoidedCount" = updated_legs.avoided_count, + "chosenCount" = updated_legs.chosen_count + FROM updated_legs + WHERE updated_legs.id = public."SimRaAPI_osmwayslegs".id; + """ + ) - cur.execute(""" + +def update_avoided_legs(avoided_legs, cur): + """Updates the 'avoidedCount' attribute in the database of all + given legs of the set. + + Parameters + ---------- + avoided_legs + List of legs which where circumnavigated by the cyclist. + cur : DatabaseConnection + """ + + for leg in avoided_legs: + leg_avoided_count = leg[14] + 1 + leg_id = leg[0] + + cur.execute( + """ UPDATE public."SimRaAPI_osmwayslegs" - SET - count = updated_legs.count, - score = updated_legs.score, - "weekdayCount" = updated_legs.weekday_count, - "morningCount" = updated_legs.morning_count, - "eveningCount" = updated_legs.evening_count, - "score_array" = updated_legs.score_array, - "velocity" = updated_legs.velocity, - "velocity_array" = updated_legs.velocity_array, - "normalIncidentCount" = updated_legs.normal_incident_count, - "scaryIncidentCount" = updated_legs.scary_incident_count - FROM updated_legs - WHERE updated_legs.id = public."SimRaAPI_osmwayslegs".id; - """) + SET "avoidedCount" = %s + WHERE public."SimRaAPI_osmwayslegs".id = %s; + """, + (leg_avoided_count, leg_id), + ) def is_weekday(timestamps): @@ -167,11 +425,10 @@ def is_weekday(timestamps): def is_morning(timestamps): - hour = timestamps[int(len(timestamps)/2)].hour + hour = timestamps[int(len(timestamps) / 2)].hour return 6 <= hour < 9 def is_evening(timestamps): - hour = timestamps[int(len(timestamps)/2)].hour + hour = timestamps[int(len(timestamps) / 2)].hour return 16 <= hour < 19 - diff --git a/importer/importer/map_match_service.py b/importer/importer/map_match_service.py index d5dab28..6950e0f 100644 --- a/importer/importer/map_match_service.py +++ b/importer/importer/map_match_service.py @@ -26,8 +26,8 @@ def create_gpx(coords): def query_map_match_server(gpx_xml): # curl -XPOST -H "Content-Type: application/gpx+xml" -d @route.gpx "localhost:8989/match?vehicle=bike&type=gpx&gps_accuracy=50" map_matched = [] - url = 'http://localhost:8989/match?vehicle=bike&type=gpx&gps_accuracy=50' - headers = {'Content-Type': 'application/gpx+xml'} + url = "http://localhost:8989/match?vehicle=bike&type=gpx&gps_accuracy=50" + headers = {"Content-Type": "application/gpx+xml"} response = requests.post(url, data=gpx_xml, headers=headers) gpx = gpxpy.parse(response.text) diff --git a/importer/importer/rides.py b/importer/importer/rides.py index 9e1bb96..e273452 100644 --- a/importer/importer/rides.py +++ b/importer/importer/rides.py @@ -1,10 +1,30 @@ +"""Application logic to import ride entities from a CSV file. + +Methods +------- +handle_ride_file() + Splits up a CSV file into incidents and ride coordinates and + calls the respective methods to process them further. +handle_ride() + Reads all relevant data from a CSV file and persists the corresponding + data regarding the ride in the database. +is_teleportation() + +Classes +------- +Ride + A class used to represent a bicycle ride. +""" + import incidents import csv +import os from postgis import LineString, Point from datetime import datetime from db_connection import DatabaseConnection import filters import map_match_service +import shortest_path_service import leg_service import stop_service import velocity_service @@ -13,7 +33,17 @@ def handle_ride_file(filename, cur): - with open(filename, 'r') as f: + """Splits up a CSV file into incidents and ride coordinates and + calls the respective methods to process them further. + + Parameters + ---------- + filename : str + Name of the CSV file the ride is saved in. + cur : DatabaseConnection + """ + + with open(filename, "r") as f: incident_list = [] ride = [] split_found = False @@ -25,13 +55,30 @@ def handle_ride_file(filename, cur): incident_list.append(line) else: ride.append(line) - phone_loc, incident_locs = incidents.handle_incidents(incident_list, filename, cur) + phone_loc, incident_locs = incidents.handle_incidents( + incident_list, filename, cur + ) if settings.GET_ALL_SURFACE_SCORES: phone_loc = "1" handle_ride(ride, filename, cur, phone_loc, incident_locs) def handle_ride(data, filename, cur, phone_loc, incident_locs): + """Reads all relevant data from a CSV file and persists the corresponding + data regarding the ride in the database. + + Parameters + ---------- + data : str[ ] + Data entries of the CSV file describing the ride. + filename : str + Name of the CSV file where the ride is saved in. + cur : DatabaseConnection + phone_loc : bool + 1, if the phone was attached to the handlebar, 0 otherwise. + If 1, street quality can be calculated from the sensor data. + """ + data = csv.DictReader(data[1:], delimiter=",") raw_coords = [] @@ -39,90 +86,215 @@ def handle_ride(data, filename, cur, phone_loc, incident_locs): timestamps = [] accelerations = [] + # Process the CSV file line by line and save into the variable ride for row in data: if row["lat"]: raw_coords.append([float(row["lon"]), float(row["lat"])]) try: if row["acc"]: if float(row["acc"]) > 100.0: # ride goes to trash - print("Ride is filtered due to accuracies > 100m") + settings.logging.info( + "Ride is filtered due to accuracies > 100m" + ) return accuracies.append(float(row["acc"])) except KeyError: + settings.logging.error( + "Key error: One of the CSV table attributes is missing." + ) return - timestamps.append(datetime.utcfromtimestamp(int(row["timeStamp"]) / 1000)) # timeStamp is in Java TS Format + # timeStamp is in Java TS Format + timestamps.append(datetime.utcfromtimestamp(int(row["timeStamp"]) / 1000)) try: if row["X"]: - accelerations.append((float(row["X"]), float(row["Y"]), float(row["Z"]), - datetime.utcfromtimestamp(int(row["timeStamp"]) / 1000), raw_coords[-1])) - except TypeError: + accelerations.append( + ( + float(row["X"]), + float(row["Y"]), + float(row["Z"]), + datetime.utcfromtimestamp(int(row["timeStamp"]) / 1000), + raw_coords[-1], + ) + ) + except Exception: # TypeError: + settings.logging.error("Type error") return ride = Ride(raw_coords, accuracies, timestamps) + # Start of filter pipeline =======> if len(ride.raw_coords) == 0: - print("Ride is filtered due to len(coords) == 0") + settings.logging.info("Ride is filtered due to len(coords) == 0") return if is_teleportation(ride.timestamps): - print("Ride is filtered due to teleportation") + settings.logging.info("Ride is filtered due to teleportation") return - IRI, ride_sections_surface = surface_quality_service.process_surface(ride, accelerations) + try: + IRI, ride_sections_surface = surface_quality_service.process_surface( + ride, accelerations + ) + except ValueError as e: + settings.logging.exception( + "ValueError: Latitude normalization has been prohibited in the newer versions of geopy." + ) + return ride_sections_velocity = velocity_service.process_velocity(ride) ride = filters.apply_smoothing_filters(ride) if filters.apply_removal_filters(ride): return + # <------- End of filter pipeline + # Map match the data map_matched = map_match_service.map_match(ride) if len(map_matched) == 0: return + # Geographical length of the map matched trajectory + map_matched_length = calculate_geographical_length(cur, map_matched) - legs = leg_service.determine_legs(map_matched, cur) - leg_service.update_legs(ride, legs, cur, IRI, phone_loc, ride_sections_velocity, incident_locs) - - stop_service.process_stops(ride, legs, cur) - + # Determine remaining attributes ls = LineString(ride.raw_coords_filtered, srid=4326) filename = filename.split("/")[-1] start = Point(ride.raw_coords_filtered[0], srid=4326) end = Point(ride.raw_coords_filtered[-1], srid=4326) + + # Start of entity processing pipeline =======> + # Process shortest path + sp = shortest_path_service.query_shortest_path_server(start, end) + shortest_path = LineString(sp, srid=4326) + # Geographical lengths of the shortest path + shortest_path_length = calculate_geographical_length(cur, sp) + + # Process legs from the rides data + # Get set of OSM legs blonging to the shortest path of a trajectory + shortest_path_legs = leg_service.determine_legs(sp, cur) + # Get set of OSM legs belonging to a ride + legs = leg_service.determine_legs(map_matched, cur) + leg_service.update_legs( + ride, + legs, + shortest_path_legs, + cur, + IRI, + phone_loc, + ride_sections_velocity, + incident_locs, + is_detour(map_matched_length, shortest_path_length), + ) + + # Process trajectory stops + stop_service.process_stops(ride, legs, cur) + + # Create surface ride segments if phone_loc == 1 or phone_loc == "1": # Handlebar - print("Phone is on Handlebar, finding road surface quality") + settings.logging.info("Phone is on Handlebar, finding road surface quality") try: - cur.executemany(""" + cur.executemany( + """ INSERT INTO public."SimRaAPI_ridesegmentsurface" (geom, score) VALUES (%s, %s) - """, ride_sections_surface) + """, + ride_sections_surface, + ) except Exception as e: - print("Can't create surface ride segments.") + settings.logging.exception("Can't create surface ride segments.") raise (e) + + # Create velocity ride segments try: - cur.executemany(""" - INSERT INTO public."SimRaAPI_ridesegmentvelocity" (geom, velocity) VALUES (%s, %s) - """, list(map(lambda x: (LineString(x[0], srid=4326), x[2]), ride_sections_velocity))) + cur.executemany( + """ + INSERT INTO public."SimRaAPI_ridesegmentvelocity" (geom, velocity) VALUES (%s, %s) + """, + list( + map( + lambda x: (LineString(x[0], srid=4326), x[2]), + ride_sections_velocity, + ) + ), + ) except Exception as e: - print("Can't create velocity ride segments.") + settings.logging.exception("Can't create velocity ride segments.") raise (e) + # <------- End of entity processing pipeline + + # Save the ride into the database try: - cur.execute(""" - INSERT INTO public."SimRaAPI_ride" (geom, timestamps, legs, filename, "start", "end") VALUES (%s, %s, %s, %s, %s, %s) RETURNING id; - """, [ls, timestamps, [i[0] for i in legs], filename, start, end]) + cur.execute( + """ + INSERT INTO public."SimRaAPI_ride" (geom, shortest_path, timestamps, legs, filename, "start", "end") VALUES (%s, %s, %s, %s, %s, %s, %s) RETURNING id; + """, + [ls, shortest_path, timestamps, [i[0] for i in legs], filename, start, end], + ) ride_id = cur.fetchone()[0] incidents.update_ride_ids([i[2] for i in incident_locs], ride_id, cur) except: - print(f"Problem parsing {filename}") + settings.logging.exception(f"Problem parsing {filename}") raise Exception("Can not parse ride!") -if __name__ == '__main__': - filepath = "../csvdata/Berlin/Rides/VM2_-351907452" - with DatabaseConnection() as cur: - handle_ride_file(filepath, cur) +def calculate_geographical_length(cur, coo_arr): + """Builds a Linestring out of an array of coordinates and applies + the PostGIS function ST_LENGTH with SRID=4326 to it. + + Parameters + ---------- + cur : DatabaseConnection + coo_arr : float[] + Array of coordinates. + + Returns + ------- + float + Length of the geographical linestring in meters. + """ + coo_string = "" + for coo in coo_arr: + coo_string += str(coo[0]) + " " + str(coo[1]) + "," + + query_string = f"SELECT ST_Length(ST_GeomFromText('LINESTRING({coo_string[:-1]})',4326)::geography);" + cur.execute(query_string) + return cur.fetchone()[0] + + +def is_detour(traj_lgth, sp_lgth): + """Determines whether the original trajectory should be counted + as a detour, because it surmounts the threshold parameters for + detours. + + Parameters + ---------- + traj_lgth : float + Geographical length of the trajectory in meters. + sp_lgth : float + Geographical length of the shortest path in meters. + + Returns + ------- + bool + Whether the trajectory is counted as a detour. + """ + return ( + traj_lgth - traj_lgth * settings.DETOUR_THRESHOLD_PERCENT > sp_lgth + and traj_lgth > sp_lgth + settings.DETOUR_THRESHOLD_METER + ) def is_teleportation(timestamps): + """ + Parameters + ---------- + timestamps : datetime[ ] + Time stamps of coordinate measurements of the ride. + + Returns + ------- + bool + Whether the users phone 'teleported' during the ride. + """ + for i, t in enumerate(timestamps): if i + 1 < len(timestamps): if (timestamps[i + 1] - timestamps[i]).seconds > 20: @@ -131,9 +303,34 @@ def is_teleportation(timestamps): class Ride: + """A class used to represent a bicycle ride.""" + def __init__(self, raw_coords, accuracies, timestamps): + """ + Parameters + ---------- + raw_coords + The coordinates of the trajectory. + accuracies + timestamps + """ self.raw_coords = raw_coords self.raw_coords_filtered = None self.accuracies = accuracies self.timestamps = timestamps self.timestamps_filtered = None + + +if __name__ == "__main__": + """Executed when invoked directly. Only for testing purposes. + + Attention: Will result in multiple database entries for the same + ride if executed more than once! + """ + + dirname = os.path.dirname(os.path.dirname(__file__)) + filepath = os.path.join(dirname, "resources/csvdata/Berlin/Rides/VM2_493290084") + settings.logging.info(f"Testing the module with {filepath}") + + with DatabaseConnection() as cur: + handle_ride_file(filepath, cur) diff --git a/importer/importer/settings.py b/importer/importer/settings.py index 33c05fb..55bc6d3 100644 --- a/importer/importer/settings.py +++ b/importer/importer/settings.py @@ -1,12 +1,21 @@ -# IMPORT_DIRECTORY = "../csvdata/EichwaldeNew/ZES_Experimentell" -IMPORT_DIRECTORY = "../csvdata/EichwaldeNew/ZES_Experimentell" +import logging + +# Possible debug levels are CRITICAL, ERROR, WARNING, INFO and DEBUG. +logging.basicConfig( + level=logging.WARNING, format="%(levelname)s - %(module)s - %(message)s" +) + +# The directory to import the SimRa generated CSV files from. +IMPORT_DIRECTORY = "/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/Monitored_CSV_Data" + +# PostgreSQL database connection parameters. DB_HOST = "127.0.0.1" DB_NAME = "simra" DB_USER = "simra" DB_PASSWORD = "simra12345simra" DB_PORT = 5432 -MIN_ACCURACY = float('inf') +MIN_ACCURACY = float("inf") RDP_EPSILON = 0.000005 MIN_RIDE_DISTANCE = 200 # in meters @@ -17,6 +26,16 @@ COVERED_DISTANCE_INSIDE_STOP_THRESHOLD = 0.5 # in meters DISTANCE_TO_JUNCTION_THRESHOLD = 30 # in meters -COVERED_DISTANCE_INSIDE_STOP_FOR_VELOCITY_THRESHOLD = 4.2 # in meters. ≈ 5km/h with a resolution of 1coord/3secs +COVERED_DISTANCE_INSIDE_STOP_FOR_VELOCITY_THRESHOLD = ( + 4.2 # in meters. ≈ 5km/h with a resolution of 1coord/3secs +) + +GET_ALL_SURFACE_SCORES = False + +# Percentage at which an alternate route is counted as a detour. E.g. +# 0.1 for when an alternative route can cover 10% more length before +# it is considered as a detour. +DETOUR_THRESHOLD_PERCENT = 0.1 +DETOUR_THRESHOLD_METER = 10 -GET_ALL_SURFACE_SCORES = True +logging.info("Loaded") diff --git a/importer/importer/shortest_path_service.py b/importer/importer/shortest_path_service.py new file mode 100644 index 0000000..caa9f70 --- /dev/null +++ b/importer/importer/shortest_path_service.py @@ -0,0 +1,20 @@ +import requests +import json + + +def query_shortest_path_server(start, end): + """Retrieves the shortest path between a start and an end point + by querying a local graphhopper server. + + Parameters + ---------- + start : Point + Coordinate where the trajectory starts. + end : Point + End coordinate of the trajectory. + """ + url = f"http://localhost:8989/route?vehicle=bike&point={start[1]},{start[0]}&point={end[1]},{end[0]}&points_encoded=false" + headers = {"Content-Type": "application/json"} + response = requests.get(url, headers=headers) + coordinates = json.loads(response.text)["paths"][0]["points"]["coordinates"] + return coordinates diff --git a/importer/importer/stop_service.py b/importer/importer/stop_service.py index f9d309f..89065f2 100644 --- a/importer/importer/stop_service.py +++ b/importer/importer/stop_service.py @@ -1,18 +1,27 @@ from geopy.distance import great_circle -from settings import COVERED_DISTANCE_INSIDE_STOP_THRESHOLD, DISTANCE_TO_JUNCTION_THRESHOLD +from settings import ( + logging, + COVERED_DISTANCE_INSIDE_STOP_THRESHOLD, + DISTANCE_TO_JUNCTION_THRESHOLD, +) def find_junctions(legs, cur): legs_ids = [(leg[0],) for leg in legs] - cur.execute(""" + cur.execute( + """ CREATE TEMP TABLE tmp_legs(leg_id BIGINT) ON COMMIT DROP - """) + """ + ) - cur.executemany(""" + cur.executemany( + """ INSERT INTO tmp_legs VALUES(%s)""", - legs_ids) - cur.execute(""" + legs_ids, + ) + cur.execute( + """ SELECT DISTINCT j.id, j.count, j."totalDuration" FROM ( SELECT l.geom FROM tmp_legs as t @@ -20,7 +29,8 @@ def find_junctions(legs, cur): ) as sub, "SimRaAPI_osmlargejunctions" j WHERE st_intersects(sub.geom,j.point) - """) + """ + ) return cur.fetchall() @@ -28,7 +38,11 @@ def process_stops(ride, legs, cur): all_ride_junctions = find_junctions(legs, cur) raw_stops = find_stops_in_raw_coords(ride, COVERED_DISTANCE_INSIDE_STOP_THRESHOLD) stops = find_junctions_of_stops(raw_stops, cur) - no_stop_junctions = [jnc for jnc in all_ride_junctions if jnc[0] not in [stop.junction[0] for stop in stops]] # junctions, where cyclist did not stop + no_stop_junctions = [ + jnc + for jnc in all_ride_junctions + if jnc[0] not in [stop.junction[0] for stop in stops] + ] # junctions, where cyclist did not stop for jnc in no_stop_junctions: update_junction(jnc, 0, cur) for stop in stops: @@ -36,6 +50,7 @@ def process_stops(ride, legs, cur): continue update_junction(stop.junction, stop.duration.seconds, cur) + def find_stops_in_raw_coords(ride, stop_threshold): stops = [] coords = ride.raw_coords @@ -65,7 +80,9 @@ def find_stops_in_raw_coords(ride, stop_threshold): def find_junctions_of_stops(stops, cur): for stop in stops: junction = match_junction_to_stop(stop, cur) - if junction[3] > DISTANCE_TO_JUNCTION_THRESHOLD: # stop is ignored as cyclist did not stop at a junction but somewhere on the way + if ( + junction[3] > DISTANCE_TO_JUNCTION_THRESHOLD + ): # stop is ignored as cyclist did not stop at a junction but somewhere on the way continue stop.junction = junction stops = [stop for stop in stops if stop.junction is not None] @@ -86,7 +103,9 @@ def match_junction_to_stop(stop, cur): ORDER BY point <-> st_setsrid(st_makepoint({0}, {1}), 4326) LIMIT 1; - """.format(stop.raw_coord[0], stop.raw_coord[1]) + """.format( + stop.raw_coord[0], stop.raw_coord[1] + ) cur.execute(query) return cur.fetchone() @@ -102,7 +121,9 @@ def update_junction(junction, new_duration, cur): "totalDuration" = {1}, "avgDuration" = {2} WHERE id = {3}; - """.format(count, cum_duration, avg_duration, junction[0]) + """.format( + count, cum_duration, avg_duration, junction[0] + ) cur.execute(query) diff --git a/importer/importer/surface_quality_service.py b/importer/importer/surface_quality_service.py index 24fbf75..9e8ebac 100644 --- a/importer/importer/surface_quality_service.py +++ b/importer/importer/surface_quality_service.py @@ -5,6 +5,12 @@ def process_surface(ride, accelerations): + """ + Raises + ------ + ValueError + Latitude normalization has been prohibited in the newer versions of geopy. + """ raw_coords = ride.raw_coords timestamps = ride.timestamps first_five_seconds = [] @@ -41,7 +47,10 @@ def process_surface(ride, accelerations): current_max_idx += 1 if len(in_window) < 2: continue - Sh = great_circle(in_window[0][4], in_window[-1][4]).meters + try: + Sh = great_circle(in_window[0][4], in_window[-1][4]).meters + except ValueError as e: + raise ValueError from e if Sh > 0: iri = sum(list(zip(*in_window))[5]) / Sh if not (IRI and (ts - IRI[-1][1]).total_seconds() < every_x_seconds): diff --git a/importer/resources/csvdata/Berlin/Rides/VM2_493290084 b/importer/resources/csvdata/Berlin/Rides/VM2_493290084 new file mode 100644 index 0000000..3786477 --- /dev/null +++ b/importer/resources/csvdata/Berlin/Rides/VM2_493290084 @@ -0,0 +1,5468 @@ +72#1 +key,lat,lon,ts,bike,childCheckBox,trailerCheckBox,pLoc,incident,i1,i2,i3,i4,i5,i6,i7,i8,i9,scary,desc,i10 +2,52.5379747,13.37313561,1612637232418,0,0,0,0,7,0,0,0,0,0,0,0,1,0,0,,0 +1004,52.53296444,13.38429353,1612636966432,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,,0 +1005,52.53753012,13.37402539,1612637214112,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,,0 +1006,52.5384727,13.3724569,1612637253981,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,,0 + +========================= +72#1 +lat,lon,X,Y,Z,timeStamp,acc,a,b,c,obsDistanceLeft1,obsDistanceLeft2,obsDistanceRight1,obsDistanceRight2,obsClosePassEvent +52.52893368,13.38822786,-2.4613745,1.9123105,-8.591583,1612636748158,11.318951,-1.1901656,0.25885904,0.66059655,,,, 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+,,-0.21976519,0.97615755,10.529864,1612637458796,,-0.09294424,-0.28003114,0.26112273,,,, +,,-0.51097554,0.98208624,9.960919,1612637458920,,0.07270423,-1.579919,-0.2004027,,,, diff --git a/requirements.txt b/requirements.txt index 80b7d8f..7d84d4a 100644 --- a/requirements.txt +++ b/requirements.txt @@ -13,7 +13,7 @@ bleach==3.1.5 blinker==1.4 Brotli==1.0.7 CacheControl==0.12.6 -cairocffi==1.1.0 +cairocffi==1.2.0 certifi==2018.1.18 cffi==1.14.1 chardet==3.0.4 @@ -25,7 +25,7 @@ cryptography==3.0 cycler==0.10.0 decorator==4.4.2 defusedxml==0.6.0 -devscripts===2.17.12ubuntu1.1 +devscripts===1.0.0 distlib==0.3.1 distro==1.5.0 distro-info===0.18ubuntu0.18.04.1 @@ -80,7 +80,6 @@ language-selector==0.1 ldap3==2.8 linecache2==1.0.0 Mako==1.1.3 -mapnik==3.0.23 MarkupSafe==1.1.1 matplotlib==3.2.1 mccabe==0.6.1 @@ -126,7 +125,6 @@ pynvim==0.4.1 pyparsing==2.4.7 pyproj==2.5.0 pyrsistent==0.16.0 -python-apt==1.6.5+ubuntu0.3 python-dateutil==2.8.1 python-debian==0.1.32 python-editor==1.0.4 diff --git a/tileserver/README.md b/tileserver/README.md deleted file mode 100644 index 9eec443..0000000 --- a/tileserver/README.md +++ /dev/null @@ -1,18 +0,0 @@ -# Tirex user -create service user tirex (useradd -M tirex, usermod -L tirex) - -# Mapnik -~~copy rides.xml to /usr/share/maps and ensure permissions~~ -~~copy simra_rides.conf to /etc/tirex/renderer/mapnik/~~ -remove /etc/tirex/renderer/mapnik -create symlink to mapnik_config directory: ln -s /var/simra/SimRa2/tileserver/mapnik_config /etc/tirex/renderer/mapnik -remove /etc/tirex/renderer/openseamap/ (all contents) - -# Tirex tiles -create folders for each config, like /var/lib/tirex/tiles/simra_rides_density -set permissions: chown tirex:tirex -R /var/lib/tirex - -# Services -copy service files to /etc/systemd/service/ -create folder /var/run/tirex with permissions tirex:tirex -update /etc/tirex/renderer : plugindir should be /usr/local/lib/mapnik/input, fontdir=/usr/local/lib/mapnik/fonts diff --git a/tileserver/cmd_generate_tiles_berlin_z_0_18.sh b/tileserver/cmd_generate_tiles_berlin_z_0_18.sh deleted file mode 100644 index ffe256e..0000000 --- a/tileserver/cmd_generate_tiles_berlin_z_0_18.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/usr/bin/env bash - -tirex-batch --prio=25 map=incident-combined bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=relative-speed bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=rides-density_all bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=rides-density_rushhourmorning bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=rides-density_rushhourevening bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=rides-density_weekend bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=rides-original bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=stoptimes bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=surface-quality-aggregated bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 -tirex-batch --prio=25 map=surface-quality-single bbox=12.587585,52.060935,14.040527,52.855864 z=0-18 diff --git a/tileserver/cmd_generate_tiles_berlin_z_6_15.sh b/tileserver/cmd_generate_tiles_berlin_z_6_15.sh deleted file mode 100644 index 7f973c0..0000000 --- a/tileserver/cmd_generate_tiles_berlin_z_6_15.sh +++ /dev/null @@ -1,12 +0,0 @@ -#!/usr/bin/env bash - -tirex-batch --prio=25 map=incident-combined bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=relative-speed bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=rides-density_all bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=rides-density_rushhourmorning bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=rides-density_rushhourevening bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=rides-density_weekend bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=rides-original bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=stoptimes bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=surface-quality-aggregated bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 -tirex-batch --prio=25 map=surface-quality-single bbox=12.587585,52.060935,14.040527,52.855864 z=6-15 diff --git a/tileserver/config/simra-arch.conf b/tileserver/config/simra-arch.conf new file mode 100644 index 0000000..1d8c9b4 --- /dev/null +++ b/tileserver/config/simra-arch.conf @@ -0,0 +1,24 @@ +LoadModule tile_module /usr/lib/httpd/modules/mod_tile.so +ModTileRenderdSocketName /var/lib/tirex/modtile.sock +ModTileTileDir /var/lib/mod_tile +ModTileRequestTimeout 5 + +AddTileConfig /tiles/incident-combined/ incident-combined +AddTileConfig /tiles/relative-speed-aggregated/ relative-speed-aggregated +AddTileConfig /tiles/relative-speed-single/ relative-speed-single +AddTileConfig /tiles/rides-density_all/ rides-density_all +AddTileConfig /tiles/rides-density_rushhourmorning/ rides-density_rushhourmorning +AddTileConfig /tiles/rides-density_rushhourevening/ rides-density_rushhourevening +AddTileConfig /tiles/rides-density_weekend/ rides-density_weekend +AddTileConfig /tiles/rides-original/ rides-original +AddTileConfig /tiles/stoptimes/ stoptimes +AddTileConfig /tiles/surface-quality-aggregated/ surface-quality-aggregated +AddTileConfig /tiles/surface-quality-single/ surface-quality-single +AddTileConfig /tiles/popularity-score/ popularity-score +AddTileConfig /tiles/popularity-combined/ popularity-combined +AddTileConfig /tiles/popularity-original_avoided/ popularity-original_avoided +AddTileConfig /tiles/popularity-original_chosen/ popularity-original_chosen +AddTileConfig /tiles/popularity_w-incidents_combined/ popularity_w-incidents_combined +AddTileConfig /tiles/popularity_w-incidents_score/ popularity_w-incidents_score +AddTileConfig /tiles/popularity-original_w-incidents_avoided/ popularity-original_w-incidents_avoided +AddTileConfig /tiles/popularity-original_w-incidents_chosen/ popularity-original_w-incidents_chosen diff --git a/tileserver/config/simra-ubuntu.conf b/tileserver/config/simra-ubuntu.conf new file mode 100644 index 0000000..fad4810 --- /dev/null +++ b/tileserver/config/simra-ubuntu.conf @@ -0,0 +1,24 @@ +LoadModule tile_module /usr/lib/apache2/modules/mod_tile.so +ModTileRenderdSocketName /var/lib/tirex/modtile.sock +ModTileTileDir /var/lib/mod_tile +ModTileRequestTimeout 5 + +AddTileConfig /tiles/incident-combined/ incident-combined +AddTileConfig /tiles/relative-speed-aggregated/ relative-speed-aggregated +AddTileConfig /tiles/relative-speed-single/ relative-speed-single +AddTileConfig /tiles/rides-density_all/ rides-density_all +AddTileConfig /tiles/rides-density_rushhourmorning/ rides-density_rushhourmorning +AddTileConfig /tiles/rides-density_rushhourevening/ rides-density_rushhourevening +AddTileConfig /tiles/rides-density_weekend/ rides-density_weekend +AddTileConfig /tiles/rides-original/ rides-original +AddTileConfig /tiles/stoptimes/ stoptimes +AddTileConfig /tiles/surface-quality-aggregated/ surface-quality-aggregated +AddTileConfig /tiles/surface-quality-single/ surface-quality-single +AddTileConfig /tiles/popularity-score/ popularity-score +AddTileConfig /tiles/popularity-combined/ popularity-combined +AddTileConfig /tiles/popularity-original_avoided/ popularity-original_avoided +AddTileConfig /tiles/popularity-original_chosen/ popularity-original_chosen +AddTileConfig /tiles/popularity_w-incidents_combined/ popularity_w-incidents_combined +AddTileConfig /tiles/popularity_w-incidents_score/ popularity_w-incidents_score +AddTileConfig /tiles/popularity-original_w-incidents_avoided/ popularity-original_w-incidents_avoided +AddTileConfig /tiles/popularity-original_w-incidents_chosen/ popularity-original_w-incidents_chosen diff --git a/tileserver/config/tile.conf b/tileserver/config/tile.conf deleted file mode 100644 index b6740ff..0000000 --- a/tileserver/config/tile.conf +++ /dev/null @@ -1,16 +0,0 @@ - LoadModule tile_module /usr/lib/apache2/modules/mod_tile.so - ModTileRenderdSocketName /var/lib/tirex/modtile.sock - ModTileTileDir /var/lib/mod_tile - ModTileRequestTimeout 5 - - AddTileConfig /tiles/incident-combined/ incident-combined - AddTileConfig /tiles/relative-speed-aggregated/ relative-speed-aggregated - AddTileConfig /tiles/relative-speed-single/ relative-speed-single - AddTileConfig /tiles/rides-density_all/ rides-density_all - AddTileConfig /tiles/rides-density_rushhourmorning/ rides-density_rushhourmorning - AddTileConfig /tiles/rides-density_rushhourevening/ rides-density_rushhourevening - AddTileConfig /tiles/rides-density_weekend/ rides-density_weekend - AddTileConfig /tiles/rides-original/ rides-original - AddTileConfig /tiles/stoptimes/ stoptimes - AddTileConfig /tiles/surface-quality-aggregated/ surface-quality-aggregated - AddTileConfig /tiles/surface-quality-single/ surface-quality-single diff --git a/tileserver/mapnik_config/popluarity-score.conf b/tileserver/mapnik_config/popluarity-score.conf new file mode 100644 index 0000000..8a1b97a --- /dev/null +++ b/tileserver/mapnik_config/popluarity-score.conf @@ -0,0 +1,4 @@ +name=popularity-score +tiledir=/var/lib/tirex/tiles/popularity-score +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-score.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popluarity_w-incidents_score.conf b/tileserver/mapnik_config/popluarity_w-incidents_score.conf new file mode 100644 index 0000000..ba61f12 --- /dev/null +++ b/tileserver/mapnik_config/popluarity_w-incidents_score.conf @@ -0,0 +1,4 @@ +name=popularity_w-incidents_score +tiledir=/var/lib/tirex/tiles/popularity_w-incidents_score +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity_w-incidents_score.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity-combined.conf b/tileserver/mapnik_config/popularity-combined.conf new file mode 100644 index 0000000..4aefb04 --- /dev/null +++ b/tileserver/mapnik_config/popularity-combined.conf @@ -0,0 +1,4 @@ +name=popularity-combined +tiledir=/var/lib/tirex/tiles/popularity-combined +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-combined.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity-original_avoided.conf b/tileserver/mapnik_config/popularity-original_avoided.conf new file mode 100644 index 0000000..3654a29 --- /dev/null +++ b/tileserver/mapnik_config/popularity-original_avoided.conf @@ -0,0 +1,4 @@ +name=popularity-original_avoided +tiledir=/var/lib/tirex/tiles/popularity-original_avoided +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-original_avoided.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity-original_chosen.conf b/tileserver/mapnik_config/popularity-original_chosen.conf new file mode 100644 index 0000000..4012ced --- /dev/null +++ b/tileserver/mapnik_config/popularity-original_chosen.conf @@ -0,0 +1,4 @@ +name=popularity-original_chosen +tiledir=/var/lib/tirex/tiles/popularity-original_chosen +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-original_chosen.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity-original_w-incidents_avoided.conf b/tileserver/mapnik_config/popularity-original_w-incidents_avoided.conf new file mode 100644 index 0000000..e6e52bf --- /dev/null +++ b/tileserver/mapnik_config/popularity-original_w-incidents_avoided.conf @@ -0,0 +1,4 @@ +name=popularity-original_w-incidents_avoided +tiledir=/var/lib/tirex/tiles/popularity-original_w-incidents_avoided +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-original_w-incidents_avoided.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity-original_w-incidents_chosen.conf b/tileserver/mapnik_config/popularity-original_w-incidents_chosen.conf new file mode 100644 index 0000000..d23e5da --- /dev/null +++ b/tileserver/mapnik_config/popularity-original_w-incidents_chosen.conf @@ -0,0 +1,4 @@ +name=popularity-original_w-incidents_chosen +tiledir=/var/lib/tirex/tiles/popularity-original_w-incidents_chosen +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity-original_w-incidents_chosen.xml \ No newline at end of file diff --git a/tileserver/mapnik_config/popularity_w-incidents_combined.conf b/tileserver/mapnik_config/popularity_w-incidents_combined.conf new file mode 100644 index 0000000..5a20d09 --- /dev/null +++ b/tileserver/mapnik_config/popularity_w-incidents_combined.conf @@ -0,0 +1,4 @@ +name=popularity_w-incidents_combined +tiledir=/var/lib/tirex/tiles/popularity_w-incidents_combined +maxz=18 +mapfile=/home/sfuehr/Documents/TUB-WI/S7_BA_SimRa/simra-visualizations-server/tileserver/mapnik_maps/popularity_w-incidents_combined.xml \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity-combined.xml b/tileserver/mapnik_maps/popularity-combined.xml new file mode 100644 index 0000000..402510c --- /dev/null +++ b/tileserver/mapnik_maps/popularity-combined.xml @@ -0,0 +1,58 @@ + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + + ( + SELECT + *, + CASE + WHEN p_score BETWEEN 0.0 AND 0.15 THEN concat('rgb(', ROUND(158 + (p_score / 0.15) * 69.0), ',', ROUND(26 - (p_score / 0.15) * 15.0), ',', ROUND(22 - (p_score / 0.15) * 3.0), ')') + WHEN p_score BETWEEN 0.15 AND 0.30 THEN concat('rgb(', ROUND(227 + ((p_score - 0.15) / 0.15) * 12.0), ',', ROUND(11 + ((p_score - 0.15) / 0.15) * 114.0), ',', ROUND(19 - ((p_score - 0.15) / 0.15) * 8.0), ')') + WHEN p_score BETWEEN 0.30 AND 0.50 THEN concat('rgb(', ROUND(239 - ((p_score - 0.3) / 0.2) * 2.0), ',', ROUND(125 + ((p_score - 0.3) / 0.2) * 101.0), ',', ROUND(7 - ((p_score - 0.3) / 0.2) * 3.0), ')') + WHEN p_score BETWEEN 0.50 AND 0.75 THEN concat('rgb(', ROUND(237 - ((p_score - 0.5) / 0.25) * 95.0), ',', ROUND(226 - ((p_score - 0.5) / 0.25) * 34.0), ',', ROUND(4 + ((p_score - 0.5) / 0.25) * 8.0), ')') + ELSE concat('rgb(', ROUND(142 - ((p_score - 0.75) / 0.25) * 74.0), ',', ROUND(192 - ((p_score - 0.75) / 0.25) * 39.0), ',', ROUND(84 - ((p_score - 0.75) / 0.25) * 31.0), ')') + END as color + FROM ( + SELECT + *, + -- popularity score + ROUND((1 - a_score + c_score) / 2, 2) as p_score + FROM ( + SELECT *, + -- Avoided-Score between 0 and 1 + CASE + WHEN "avoidedCount" > "count" THEN 1.0 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- Chose-Score between 0 and 1 + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- stroke width + sqrt(count / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed + ) q + ) t + + + diff --git a/tileserver/mapnik_maps/popularity-original_avoided.xml b/tileserver/mapnik_maps/popularity-original_avoided.xml new file mode 100644 index 0000000..62a1500 --- /dev/null +++ b/tileserver/mapnik_maps/popularity-original_avoided.xml @@ -0,0 +1,36 @@ + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + ( + SELECT + *, + concat('hsl(', ROUND((240 - (1 - a_score) * 50.0)), ', 71%, 53%)') as color + FROM ( + SELECT + *, + -- Avoided-Score between 0 and 1 + CASE + WHEN "avoidedCount" > "count" THEN 1.0 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- stroke width + sqrt("avoidedCount" / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed + ) t + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity-original_chosen.xml b/tileserver/mapnik_maps/popularity-original_chosen.xml new file mode 100644 index 0000000..30374c2 --- /dev/null +++ b/tileserver/mapnik_maps/popularity-original_chosen.xml @@ -0,0 +1,33 @@ + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + ( + SELECT + *, + concat('hsl(', ROUND((240 - (1 - c_score) * 50.0)), ', 71%, 53%)') as color + FROM ( + SELECT + *, + -- chosen score + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- stroke width + sqrt("chosenCount" / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" AS legs + WHERE "count" > 0 + ) needed + ) t + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity-original_w-incidents_avoided.xml b/tileserver/mapnik_maps/popularity-original_w-incidents_avoided.xml new file mode 100644 index 0000000..9aeef89 --- /dev/null +++ b/tileserver/mapnik_maps/popularity-original_w-incidents_avoided.xml @@ -0,0 +1,61 @@ + + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + ( + SELECT + *, + concat('hsl(', ROUND((240 - (1 - a_score) * 50.0)), ', 71%, 53%)') as color + FROM ( + SELECT + *, + -- Avoided-Score between 0 and 1 + CASE + WHEN "avoidedCount" > "count" THEN 1.0 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- stroke width + sqrt("avoidedCount" / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed + ) t + + + + incident + + postgis + localhost + simra + simra + simra12345simra + (select * from public."SimRaAPI_incident" where incident > 0) t + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity-original_w-incidents_chosen.xml b/tileserver/mapnik_maps/popularity-original_w-incidents_chosen.xml new file mode 100644 index 0000000..5142981 --- /dev/null +++ b/tileserver/mapnik_maps/popularity-original_w-incidents_chosen.xml @@ -0,0 +1,58 @@ + + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + ( + SELECT + *, + concat('hsl(', ROUND((240 - (1 - c_score) * 50.0)), ', 71%, 53%)') as color + FROM ( + SELECT + *, + -- chosen score + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- stroke width + sqrt("chosenCount" / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" AS legs + WHERE "count" > 0 + ) needed + ) t + + + + incident + + postgis + localhost + simra + simra + simra12345simra + (select * from public."SimRaAPI_incident" where incident > 0) t + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity-score.xml b/tileserver/mapnik_maps/popularity-score.xml new file mode 100644 index 0000000..30b2e60 --- /dev/null +++ b/tileserver/mapnik_maps/popularity-score.xml @@ -0,0 +1,69 @@ + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + + ( + SELECT + *, + CASE + WHEN p_mscore BETWEEN 0.0 AND 0.15 THEN concat('rgb(', ROUND(158 + (p_mscore / 0.15) * 69.0), ',', ROUND(26 - (p_mscore / 0.15) * 15.0), ',', ROUND(22 - (p_mscore / 0.15) * 3.0), ')') + WHEN p_mscore BETWEEN 0.15 AND 0.30 THEN concat('rgb(', ROUND(227 + ((p_mscore - 0.15) / 0.15) * 12.0), ',', ROUND(11 + ((p_mscore - 0.15) / 0.15) * 114.0), ',', ROUND(19 - ((p_mscore - 0.15) / 0.15) * 8.0), ')') + WHEN p_mscore BETWEEN 0.30 AND 0.50 THEN concat('rgb(', ROUND(239 - ((p_mscore - 0.3) / 0.2) * 2.0), ',', ROUND(125 + ((p_mscore - 0.3) / 0.2) * 101.0), ',', ROUND(7 - ((p_mscore - 0.3) / 0.2) * 3.0), ')') + WHEN p_mscore BETWEEN 0.50 AND 0.75 THEN concat('rgb(', ROUND(237 - ((p_mscore - 0.5) / 0.25) * 95.0), ',', ROUND(226 - ((p_mscore - 0.5) / 0.25) * 34.0), ',', ROUND(4 + ((p_mscore - 0.5) / 0.25) * 8.0), ')') + ELSE concat('rgb(', ROUND(142 - ((p_mscore - 0.75) / 0.25) * 74.0), ',', ROUND(192 - ((p_mscore - 0.75) / 0.25) * 39.0), ',', ROUND(84 - ((p_mscore - 0.75) / 0.25) * 31.0), ')') + END as color + FROM ( + SELECT + *, + -- Mixed Popularity-Score + ROUND((((1 - a_score) + c_score + s_score * 2.0) / 4), 2) as p_mscore + FROM ( + SELECT + *, + -- Safety-Score between 0 and 1 + ROUND(1 - GREATEST(LEAST((1.0 * ("normalIncidentCount" + 4.4 * "scaryIncidentCount") / "count" * ST_Length(geom::geography)), 1), 0)::numeric, 2) as s_score, + -- Avoided-Score between 0 and 2 + CASE + WHEN "avoidedCount" > "count" THEN 1.00 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- Chosen-Score between 0 and 1 + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- Stroke width + sqrt(count / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed3 + ) needed2 + ) needed + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/popularity_w-incidents_combined.xml b/tileserver/mapnik_maps/popularity_w-incidents_combined.xml new file mode 100644 index 0000000..996b73d --- /dev/null +++ b/tileserver/mapnik_maps/popularity_w-incidents_combined.xml @@ -0,0 +1,83 @@ + + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + + ( + SELECT + *, + CASE + WHEN p_score BETWEEN 0.0 AND 0.15 THEN concat('rgb(', ROUND(158 + (p_score / 0.15) * 69.0), ',', ROUND(26 - (p_score / 0.15) * 15.0), ',', ROUND(22 - (p_score / 0.15) * 3.0), ')') + WHEN p_score BETWEEN 0.15 AND 0.30 THEN concat('rgb(', ROUND(227 + ((p_score - 0.15) / 0.15) * 12.0), ',', ROUND(11 + ((p_score - 0.15) / 0.15) * 114.0), ',', ROUND(19 - ((p_score - 0.15) / 0.15) * 8.0), ')') + WHEN p_score BETWEEN 0.30 AND 0.50 THEN concat('rgb(', ROUND(239 - ((p_score - 0.3) / 0.2) * 2.0), ',', ROUND(125 + ((p_score - 0.3) / 0.2) * 101.0), ',', ROUND(7 - ((p_score - 0.3) / 0.2) * 3.0), ')') + WHEN p_score BETWEEN 0.50 AND 0.75 THEN concat('rgb(', ROUND(237 - ((p_score - 0.5) / 0.25) * 95.0), ',', ROUND(226 - ((p_score - 0.5) / 0.25) * 34.0), ',', ROUND(4 + ((p_score - 0.5) / 0.25) * 8.0), ')') + ELSE concat('rgb(', ROUND(142 - ((p_score - 0.75) / 0.25) * 74.0), ',', ROUND(192 - ((p_score - 0.75) / 0.25) * 39.0), ',', ROUND(84 - ((p_score - 0.75) / 0.25) * 31.0), ')') + END as color + FROM ( + SELECT + *, + -- popularity score + ROUND((1 - a_score + c_score) / 2, 2) as p_score + FROM ( + SELECT *, + -- Avoided-Score between 0 and 1 + CASE + WHEN "avoidedCount" > "count" THEN 1.0 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- Chose-Score between 0 and 1 + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- stroke width + sqrt(count / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed + ) q + ) t + + + + incident + + postgis + localhost + simra + simra + simra12345simra + (select * from public."SimRaAPI_incident" where incident > 0) t + + + diff --git a/tileserver/mapnik_maps/popularity_w-incidents_score.xml b/tileserver/mapnik_maps/popularity_w-incidents_score.xml new file mode 100644 index 0000000..94b35f3 --- /dev/null +++ b/tileserver/mapnik_maps/popularity_w-incidents_score.xml @@ -0,0 +1,94 @@ + + + + + + legs + + postgis + localhost + simra + simra + simra12345simra + + ( + SELECT + *, + CASE + WHEN p_mscore BETWEEN 0.0 AND 0.15 THEN concat('rgb(', ROUND(158 + (p_mscore / 0.15) * 69.0), ',', ROUND(26 - (p_mscore / 0.15) * 15.0), ',', ROUND(22 - (p_mscore / 0.15) * 3.0), ')') + WHEN p_mscore BETWEEN 0.15 AND 0.30 THEN concat('rgb(', ROUND(227 + ((p_mscore - 0.15) / 0.15) * 12.0), ',', ROUND(11 + ((p_mscore - 0.15) / 0.15) * 114.0), ',', ROUND(19 - ((p_mscore - 0.15) / 0.15) * 8.0), ')') + WHEN p_mscore BETWEEN 0.30 AND 0.50 THEN concat('rgb(', ROUND(239 - ((p_mscore - 0.3) / 0.2) * 2.0), ',', ROUND(125 + ((p_mscore - 0.3) / 0.2) * 101.0), ',', ROUND(7 - ((p_mscore - 0.3) / 0.2) * 3.0), ')') + WHEN p_mscore BETWEEN 0.50 AND 0.75 THEN concat('rgb(', ROUND(237 - ((p_mscore - 0.5) / 0.25) * 95.0), ',', ROUND(226 - ((p_mscore - 0.5) / 0.25) * 34.0), ',', ROUND(4 + ((p_mscore - 0.5) / 0.25) * 8.0), ')') + ELSE concat('rgb(', ROUND(142 - ((p_mscore - 0.75) / 0.25) * 74.0), ',', ROUND(192 - ((p_mscore - 0.75) / 0.25) * 39.0), ',', ROUND(84 - ((p_mscore - 0.75) / 0.25) * 31.0), ')') + END as color + FROM ( + SELECT + *, + -- Mixed Popularity-Score + ROUND((((1 - a_score) + c_score + s_score * 2.0) / 4), 2) as p_mscore + FROM ( + SELECT + *, + -- Safety-Score between 0 and 1 + ROUND(1 - GREATEST(LEAST((1.0 * ("normalIncidentCount" + 4.4 * "scaryIncidentCount") / "count" * ST_Length(geom::geography)), 1), 0)::numeric, 2) as s_score, + -- Avoided-Score between 0 and 2 + CASE + WHEN "avoidedCount" > "count" THEN 1.00 + ELSE ROUND("avoidedCount"::numeric / "count"::numeric, 2) + END as a_score, + -- Chosen-Score between 0 and 1 + ROUND("chosenCount"::numeric / "count"::numeric, 2) as c_score, + -- Stroke width + sqrt(count / 500.0) * 4.5 + 1.5 as width + FROM public."SimRaAPI_osmwayslegs" + WHERE count > 0 + ) needed3 + ) needed2 + ) needed + + + + incident + + postgis + localhost + simra + simra + simra12345simra + (select * from public."SimRaAPI_incident" where incident > 0) t + + + \ No newline at end of file diff --git a/tileserver/mapnik_maps/rides-original.xml b/tileserver/mapnik_maps/rides-original.xml index bdccbe8..7595c71 100644 --- a/tileserver/mapnik_maps/rides-original.xml +++ b/tileserver/mapnik_maps/rides-original.xml @@ -15,7 +15,7 @@ - + ride postgis @@ -26,7 +26,7 @@ public."SimRaAPI_ride" - + incident postgis diff --git a/tileserver/mapnik_maps/rides-quality-segments.xml b/tileserver/mapnik_maps/rides-quality-segments.xml new file mode 100644 index 0000000..e13f0c1 --- /dev/null +++ b/tileserver/mapnik_maps/rides-quality-segments.xml @@ -0,0 +1,25 @@ + + + + + segment + + postgis + localhost + simra + simra + simra12345simra + ( + select + *, + concat('hsl(', ROUND((1 - LEAST(score / 0.25, 1)) * 120.0), ' , 73%, 50%)') as color + from public."SimRaAPI_ridesegment" + where score > 0 + ) t + + + diff --git a/tileserver/cmd_reload_tirex_soft.sh b/util/cmd_reload_tirex_soft.sh similarity index 54% rename from tileserver/cmd_reload_tirex_soft.sh rename to util/cmd_reload_tirex_soft.sh index bb913a9..ddd4546 100644 --- a/tileserver/cmd_reload_tirex_soft.sh +++ b/util/cmd_reload_tirex_soft.sh @@ -1,4 +1,4 @@ #!/usr/bin/env bash tirex-send reload_config -service tirex-backend-manager restart +service tirex-backend-manager restart \ No newline at end of file diff --git a/util/tirex.sh b/util/tirex.sh new file mode 100755 index 0000000..31eb92f --- /dev/null +++ b/util/tirex.sh @@ -0,0 +1,162 @@ +#! /bin/sh + +while [ -n "$1" ]; do # while loop starts + + case "$1" in + + -c) # Creates the /var/run/tirex directory the right way + sudo mkdir /var/run/tirex + sudo chown tirex:tirex /var/run/tirex + echo "Created /var/run/tirex and made 'tirex' the owner." + shift + ;; + + -d) # Development reset + sudo $0 -e maps + sudo $0 -s tm + sudo $0 -s tbm + shift + ;; + + -h) # Prints help + VAR1=$(cat <