Last active
May 10, 2024 13:17
-
-
Save TimKraemer/0cdc58703b2303a2f48edb6f8f17e254 to your computer and use it in GitHub Desktop.
python script to create a driver's log book "Fahrtenbuch" for Excel based on Google's Maps Timeline takeout data
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import json | |
import sys | |
from datetime import datetime | |
import csv | |
import os | |
from geopy.geocoders import Nominatim # pip install geopy | |
def convert_date(date_str): | |
# Parse the ISO 8601 format date string | |
date_obj = datetime.fromisoformat(date_str.rstrip("Z")) | |
# Format the date into the desired format | |
formatted_date = date_obj.strftime("%d.%m.%Y, %H:%M") | |
return formatted_date | |
def generate_csv(directory): | |
for filename in os.listdir(directory): | |
# we're going to ignore all non-json files | |
fna = filename.split(".") | |
if len(fna) > 1 and fna[len(fna) - 1] == "json": | |
# for every json file... | |
with open(os.path.join(directory, filename), 'rb') as jsonFile: | |
# parse json | |
data = json.load(jsonFile) | |
# we're only interested in the activities from our timeline | |
activities = list( | |
filter(lambda tl_obj: "activitySegment" in tl_obj, data["timelineObjects"])) | |
# specifically we want all "IN_PASSENGER_VEHICLE" activities | |
trips = list( | |
filter(lambda activity: activity["activitySegment"]["activityType"] == "IN_PASSENGER_VEHICLE", activities)) | |
# we're using geopy's Nominatim reverse-location service (which uses openstreetmap's API) | |
locator = Nominatim(user_agent="trip2excel") | |
# csv first row as header (remove this, if you're only interested in the data) | |
csv_data = [("start address", "destination address", | |
"distance", "start time", "destination time")] | |
for trip in trips: | |
try: | |
# we're using the Nominatim's raw format, since we're going to format the address later | |
raw = locator.reverse("{}, {}".format( | |
(trip["activitySegment"]["startLocation"] | |
["latitudeE7"] / 10000000), | |
(trip["activitySegment"]["startLocation"] | |
["longitudeE7"] / 10000000) | |
)).raw | |
# format will be: building road house_number postcode town/suburb | |
start_address = "{} {} {} {} {}".format( | |
("{}".format(raw.get("address").get("building")) if raw.get("address").get( | |
"building") else ""), | |
(raw.get("address").get("road")), | |
(raw.get("address").get("house_number")), | |
(raw.get("address").get("postcode")), | |
(raw.get("address").get("town") | |
or raw.get("address").get("suburb")) | |
) | |
except KeyError: | |
# if there is no address for the given gps coordinates | |
print("unknown start_address") | |
start_address = "" | |
try: | |
# same as start_address // FIXME: avoid code-duplication | |
raw = locator.reverse("{}, {}".format( | |
(trip["activitySegment"]["endLocation"] | |
["latitudeE7"] / 10000000), | |
(trip["activitySegment"]["endLocation"] | |
["longitudeE7"] / 10000000) | |
)).raw | |
destination_address = "{} {} {} {} {}".format( | |
("{}".format(raw.get("address").get("building")) if raw.get("address").get( | |
"building") else ""), | |
(raw.get("address").get("road")), | |
(raw.get("address").get("house_number")), | |
(raw.get("address").get("postcode")), | |
(raw.get("address").get("town") | |
or raw.get("address").get("suburb")) | |
) | |
except KeyError: | |
print("unknown destination_address") | |
destination_address = "" | |
try: | |
# render the distance as kilometer | |
distance = "{}km".format( | |
trip["activitySegment"]["distance"] / 1000) | |
except KeyError: | |
print("unknown distance") | |
distance = "" | |
try: | |
# some date formatting - german style... | |
start_time = convert_date( | |
trip["activitySegment"]["duration"]["startTimestamp"]) | |
except KeyError: | |
print("unknown start_time") | |
start_time = "" | |
try: | |
destination_time = convert_date( | |
trip["activitySegment"]["duration"] | |
["endTimestamp"]) | |
except KeyError: | |
print("unknown destination_time") | |
destination_time = "" | |
# creating a csv row | |
csv_data.append(( | |
start_address, | |
destination_address, | |
distance, | |
start_time, | |
destination_time | |
)) | |
# some status reports for the terminal, since location retrieving takes some time... | |
print( | |
f'Processed trip {len(csv_data) - 1} of {len(trips)} in file {filename}') | |
# create .csv file with utf-8 encoding and some M$ Excel defaults... | |
with open(os.path.join(sys.argv[1], filename).split('.json')[0] + '.csv', 'w', newline='\n', | |
encoding='utf-8-sig') as csvFile: | |
writer = csv.writer(csvFile, dialect='excel', delimiter=';', quotechar='\'', | |
quoting=csv.QUOTE_MINIMAL) | |
writer.writerows(csv_data) | |
if __name__ == '__main__': | |
# as a first parameter we're expecting a directory filled with .json files from google's takeout location | |
# history archive request it here: https://takeout.google.com/settings/takeout/custom/location_history | |
if len(sys.argv) < 2: | |
print("Error: No directory specified. Please provide the directory as a parameter.") | |
sys.exit(1) | |
directory = sys.argv[1] | |
if not os.path.isdir(directory): | |
print(f"Error: The specified directory '{directory}' does not exist.") | |
sys.exit(1) | |
generate_csv(directory) |
- Google Takeout runterladen, entpacken
- das Script mit dem gerade entpackten Ordner als Parameter aufrufen:
z.B.python trip2excel.py DEIN_ORDNER
allerdings ist das Ding über zwei Jahre alt, ich weiß nicht ob sich mittlerweile das Format von Google Takeout verändert hat, falls ja würde ich mich über einen Patch freuen
updated the script to deal with google's current timestamp format
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Wie genau soll das Scrip funktionieren? würde mich über eine kurze Anleitung freuen.