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Offline Location Service
  • Python 100%
2024年07月20日 08:53:21 +00:00
bin bin: Use /usr/bin/env in shebang 2024年07月16日 13:00:36 +00:00
ols locator/web: Fix radioType values of individual cells 2024年07月19日 17:34:59 +02:00
tests tests: Add unittest tests for clustering locator with cell networks 2024年07月16日 16:02:48 +03:00
.editorconfig editorconfig: Add max_line_length = 88 2024年07月16日 16:02:48 +03:00
.gitignore Add .gitignore file 2022年11月17日 22:23:40 +02:00
LICENSE Initial commit 2022年09月29日 22:25:52 +02:00
pyproject.toml Add setup.py and pyproject.toml 2023年03月30日 20:06:58 +03:00
README.md README: Document local DB configuration better 2024年07月06日 16:11:02 +03:00
requirements.txt requirements: Add fastcluster 2024年07月16日 13:02:04 +00:00
setup.cfg setup.cfg: Ignore Q000 (quotes) in flake8 2023年02月14日 16:37:34 +02:00
setup.py setup.py: Add 'cellid-ols-import' entrypoint 2023年03月30日 20:38:37 +03:00

Offline Location Service

A HTTP location service with Mozilla Location Service (MLS) compatible API. Takes a list of locally observed wifi access points and / or mobile cell ids and returns a latitude and longitude using various data sources. Not a web service, but a device-local server with caching databases and the aim of minimizing network access and information leakage. Designed to be run on Linux with GeoClue but may also work on other platforms.

Requirements

Python 3.11 (for asyncio cancel scopes). See requirements.txt for module requirements.

Data sources

Currently OLS can use data from the following sources:

  • Local database collected with a GPS-enabled device and Geoclue running with data submission enabled.
  • Wigle.net wifi and cell location backend with a local database cache and offline location resolution for cache hits. API keys are required, the free API keys unfortunately allow only a low number of daily queries.
  • Pass-through web backend to Ichnaea-compatible geolocation API (former MLS, BeaconDB, Google, Combain etc.). These may need API keys.
  • Offline cell id database with data from the likes of opencellid.org and MLS cell ID database (not updated or available from Mozilla any more)

Obsolete:

  • Offline M8B file backend. Unfortunately the minimum resolution here is 1 km and the M8B data available from wigle.net is very old.

Installation

Packages are currently not available. You can run OLS from the source tree as a Python module

python3 -m ols -d debug -C ols.toml

or using the entry point scripts under bin

bin/ols -d debug -C ols.toml

Alternatively, you can make a local install from the source tree with pipx

pipx install ./

The ols executable should then be at $HOME/.local/bin.

For permanent use, it's recommended to run OLS as a systemd user unit (or with superd). See the example service file ols/data/ols-example-user.service in sources.

Configuration and usage

The recommended setup with a GPS-enabled device is to use the clustering locator with a local database and Geoclue configured to submit data to the local OLS server. You probably need to scout your usual locations with the GPS source enabled in Geoclue (by using a map or navigation app) to get an initial database which works for you. The data is collected every time Geoclue gets a good GPS location, so your local database expands naturally every time you use a map application.

If your device does not have GPS (or even if it does, all resolvers in OLS can be used in parallel), you can use the clustering locator with the wigle.net wifi and cell resolvers. The example config at ols/data/ols-example-conf.toml does this. You need to add the apiuser and apitoken keys to the configuration from your wigle.net account.

Geoclue configuration

In order to make Geoclue use results from OLS, the configuration file at /etc/geoclue/geoclue.conf needs to be edited to make the wifi source URL point to the local OLS server. These lines should work with the default port configuration:

[wifi]
enable=true
url=http://localhost:8088/v1/geolocate

The Geoclue demo application can be now used to test the locator:

/usr/libexec/geoclue-2.0/demos/where-am-i -a 6

If you are running OLS with the debug logging enabled (-d debug), OLS should now output a lot of log messages and the demo app should print your location.

If you have GPS in your device and want to collect a local database, you should add these lines to the [wifi] section:

submit-data=true
submission-url=http://localhost:8088/v2/geosubmit

Cellid data

If you have a device with a ModemManager supported cell modem, GeoClue will receive cellid data and pass it to the location service, i.e. OLS.

Cellid location data can be downloaded in the opencellid CSV format from opencellid.org (requires registration). The former Mozilla Location Service (MLS) also used to host cell-id dumps.

The cellid-ols-import command under bin can be used to convert the downloaded CSV files to an sqlite3 database which can be used by the 'cellid' resolver in OLS. It's very much recommended to use the --mcc and --mnc arguments to cellid-ols-import, so that the database contains only the cell ids of your operator.

You can use this command to find the MCC and MNC of the cell which your device is currently using:

mmcli -m any --location-enable-3gpp && mmcli -m any --location-get

See also