Added TODO List and a utility to convert a GTFS folder to a Pandas

Dataframe and check the validity of the feed.
This commit is contained in:
Johannes Randerath 2024-06-01 04:04:04 +02:00
parent 9a4879a67d
commit aeed247b26
3 changed files with 172 additions and 0 deletions

15
TODO.md Normal file
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## General
- Decide for a license
- Decide how to license produced data as the work of inserting the data and the data itself is not ours. Make the users agree on a FLOSS or CC license for the GTFS files produced from their data? What if someone doesn't own the data they upload? What if it's not free - How can we produce data in that case? ToS?
## Frontend
- Add TODOs
## Backend
- Process GTFS files for im- and export
- Serve data to views in an intuitive way. As an object of a custom class?
- Fetch data to serve to views
- Write data received from views
- Implement views serve data to the templates
- Handle requests corrrectly in views and urls
- Convert the data object <-> Pandas DataFrame

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bin/f2py Executable file
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#!/home/johannes/code/transport-accessibility/bin/python
# -*- coding: utf-8 -*-
import re
import sys
from numpy.f2py.f2py2e import main
if __name__ == '__main__':
sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
sys.exit(main())

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import pandas as pd
class GTFS:
def __init__(self, folder_path):
self.folder_path = folder_path
self.agency = self.Agency(self.folder_path)
self.stops = self.Stops(self.folder_path)
self.routes = self.Routes(self.folder_path)
self.trips = self.Trips(self.folder_path)
self.stop_times = self.StopTimes(self.folder_path)
self.calendar = self.Calendar(self.folder_path)
self.calendar_dates = self.CalendarDates(self.folder_path)
self.fare_attributes = self.FareAttributes(self.folder_path)
self.fare_rules = self.FareRules(self.folder_path)
self.shapes = self.Shapes(self.folder_path)
self.frequencies = self.Frequencies(self.folder_path)
self.transfers = self.Transfers(self.folder_path)
self.feed_info = self.FeedInfo(self.folder_path)
self.errors = []
class GTFSFile:
def __init__(self, folder_path, file_name):
self.file_path = f"{folder_path}/{file_name}.txt"
self.data = self.load_data()
def load_data(self):
try:
return pd.read_csv(self.file_path)
except FileNotFoundError:
return None
class Agency(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'agency')
class Stops(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'stops')
class Routes(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'routes')
class Trips(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'trips')
class StopTimes(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'stop_times')
class Calendar(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'calendar')
class CalendarDates(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'calendar_dates')
class FareAttributes(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'fare_attributes')
class FareRules(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'fare_rules')
class Shapes(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'shapes')
class Frequencies(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'frequencies')
class Transfers(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'transfers')
class FeedInfo(GTFSFile):
def __init__(self, folder_path):
super().__init__(folder_path, 'feed_info')
def validate(self):
self.validate_agency()
self.validate_stops()
self.validate_routes()
self.validate_trips()
self.validate_stop_times()
self.validate_calendar()
self.validate_cross_references()
if not self.errors:
return None
else:
return self.errors
def validate_agency(self):
required_fields = ["agency_id", "agency_name", "agency_url", "agency_timezone"]
self.validate_required_fields(self.agency.data, required_fields, "agency.txt")
def validate_stops(self):
required_fields = ["stop_id", "stop_name", "stop_lat", "stop_lon"]
self.validate_required_fields(self.stops.data, required_fields, "stops.txt")
self.validate_lat_lon(self.stops.data)
def validate_routes(self):
required_fields = ["route_id", "route_short_name", "route_long_name", "route_type"]
self.validate_required_fields(self.routes.data, required_fields, "routes.txt")
def validate_trips(self):
required_fields = ["route_id", "service_id", "trip_id"]
self.validate_required_fields(self.trips.data, required_fields, "trips.txt")
def validate_stop_times(self):
required_fields = ["trip_id", "arrival_time", "departure_time", "stop_id", "stop_sequence"]
self.validate_required_fields(self.stop_times.data, required_fields, "stop_times.txt")
def validate_calendar(self):
required_fields = ["service_id", "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", "start_date", "end_date"]
self.validate_required_fields(self.calendar.data, required_fields, "calendar.txt")
def validate_required_fields(self, data, required_fields, filename):
for field in required_fields:
if field not in data.columns:
self.errors.append(f"Error: {filename} missing required field: {field}")
def validate_lat_lon(self, data):
for index, row in data.iterrows():
if not (-90 <= row['stop_lat'] <= 90):
self.errors.append(f"Error: stops.txt invalid latitude at row {index}: {row['stop_lat']}")
if not (-180 <= row['stop_lon'] <= 180):
self.errors.append(f"Error: stops.txt invalid longitude at row {index}: {row['stop_lon']}")
def validate_cross_references(self):
# Validate that trip_ids in stop_times.txt exist in trips.txt
stop_times_trip_ids = set(self.stop_times.data['trip_id'])
trips_trip_ids = set(self.trips.data['trip_id'])
missing_trip_ids = stop_times_trip_ids - trips_trip_ids
for trip_id in missing_trip_ids:
self.errors.append(f"Error: trip_id {trip_id} in stop_times.txt does not exist in trips.txt")
# Validate that stop_ids in stop_times.txt exist in stops.txt
stop_times_stop_ids = set(self.stop_times.data['stop_id'])
stops_stop_ids = set(self.stops.data['stop_id'])
missing_stop_ids = stop_times_stop_ids - stops_stop_ids
for stop_id in missing_stop_ids:
self.errors.append(f"Error: stop_id {stop_id} in stop_times.txt does not exist in stops.txt")