Hey everyone!
I’m excited to introduce Reitti, a location tracking and analysis application designed to help you gain insights about your movement patterns and significant places—all while keeping your data private on your own server.
Core Capabilities:
- Visit Tracking: Automatically recognizes and categorizes the places where you spend time, using customizable detection algorithms
- Trip Analysis: Analyzes your movements between locations to understand how you travel whether by walking, cycling, or driving
- Interactive Timeline: Visualizes all your past activities on an interactive timeline with map and list views that show visit duration, transport method, and distance traveled
Photo Integration:
- Connect your self-hosted Immich photo server to seamlessly display photos taken at specific locations right within Reitti’s timeline. The interactive photo viewer lets you browse galleries for each place.
Data Import Options:
- Multiple Formats Supported: Reitti can import existing location data from GPX, GeoJSON, and Google Takeout (JSON) backups
- Real-time Updates: Automatically receive location info via mobile apps like OwnTracks, GPSLogger or our REST API
Customization:
- Multi-geocoding Services: Configurable options to convert coordinates to human-readable addresses using providers like Nominatim
- User Profiles: Customize individual display names, password management, and API token security under your own control
Self-hosting:
- Reitti is designed to be deployed on your own infrastructure using Docker containers. We provide configuration templates to set up linked services like PostgreSQL, RabbitMQ and Redis that keep all your location data private.
Reitti is still early in development but has already developed extensive capabilities. I’d love to hear your feedback and answer any questions to tailor Reitti to meet the community’s needs.
Hope this sparks some interest!
Daniel
This is a bit of a long shot. Does this work with tracking devices? I’m looking for a degoogled way to track my cat and somebody linked me here.
Greetings, @Pandoras_Can_Opener@mander.xyz, that sounds like a truly wonderful idea, and as a fellow cat owner, it brings me great joy to hear about it. 😻
In fact, I have recently changed the analysis of data, which is now performed in near real-time as soon as new data becomes available. I am currently working on the functionality to display multiple users (or, in your case, Pandora) on the map, which should be beneficial to your idea.
Now, the primary question is, how can we integrate the data from the tracker into Reitti. Thats something I have no idea at the moment. Do you have any Infos about that?
I’ve got a question about how reitti calculates significant places/visits.
I was thinking of adjust gps logger so that it doesn’t log points if they’re within 10m of the last point it logged. That will clear up the data when I’m at home or work, so that there is less of a random squiggle of location data. It will record me arriving at home, and leaving home, but not much in between.
Will that impact how reitti calculates locations though? Is it looking at the number of points, or is it simply a matter of duration within a particular vicinity?
Having all of this data stored in a location I can control has been really good.
But yesterday, it was pointed out to me that the API reitti provides means I have access to over a decades worth of location history that I can use to geotag my photo collection! That is a game changer. I’ve been trying to find a way to pull that information from google location history for a long time, and it turns out, you’ve created it!
This is really valuable to me, so I want you to know just how much I appreciate the effort you’ve put in to making it. Thank you
Dear OP,
I just spent some time setting up Reitti and I am very pleased with the results. Many thanks for all the work and great documentation.
I do have a few questions:
- You mention that it can take hours to days for Photon to setup. How do I know its done?
- The default external reverse geocoding is not doing anything for me, but there seems little to no info in the logs for me to try any remedy. Related to my previous comment, how would I know that photon is working correct?
- Is it possible to enjoy the map view in color in stead of the black and white?
Thanks for your time.
Cool, thanks for the feedback.
For: 1: There should be something about downloading in the Photon logs. You can check with
docker compose logs photon. I do not remember how long it took to download the index for Germany, but it was noticeable. It depends a lot on how you are connected to the internet and then how long it takes to extract the index.2: You should also see that in the log of Photon. If the default does not work reliably, you can create an account on Geoapify; it is free, and you get 3000 reverse geocode requests per day. I personally have Photon for DE and then the default service and additional Geoapify.
3: Yeah, I was also thinking about that. In the end, a per-user setting and then the overlay should be disabled, but it could take a while until I can get to it.
Cool!
I love the UI for this one, it’s unique compared to the others
Thanks otter, I tried to have a historical look. Like going to the past an revive your memories. Hope it worked out. I am actually pretty happy with it.
This is really awesome! I was just about to start looking for something like this, so great timing. Going to get this up on my Unraid server tomorrow and play around with it
Fuck yeah this is awesome! The detail of Immich integration is just the icing on top of an awesome cake!
How demanding is it on server resources? Am I likely to be able to run it on an old Raspberry Pi that’s also running a couple of other relatively light tasks? How much storage does it end up using over time? I’m probably going to try and get it running either on my Pi or my Synology NAS, though the latter has had issues with Docker containers in the past depending on the container’s dependencies…
Looks to be a java application with a number of services running alongside- I don’t think it’s going to be lightweight to run on resource constrained devices, but sweet project anyway! (Side note, no clue how you engineers find the time to hack on things like this, I feel like I’ve got so little time to myself I cannot imagine dedicating it to a project like this)
I have no clue if a raspberry will handle it. There a a couple of services involved to make it fast, but they are then another burden like RabbitMQ. Which make ingesting data instantaneous but you need extra processing power to handle the queues. It all comes with a tradeoff.
For size, there is mainly the PostGIS DB. I just checked and my db is around 800 MB for roughtly 8 1/2 Years of data.
Photon (the reverse geocode enabled in the compose file) is another beast. For Germany it takes 14 GB of storage while running, if you let PARALLELL updates enabled you can double that every time the index is updated. But you can remove that from the compose file and rely on external Geocoders. It is described in https://github.com/dedicatedcode/reitti?tab=readme-ov-file#reverse-geocoding-options
Oh interesting. I’ve just read through that link, and I was assuming that something similar to the “external only” option would have been the only way it worked. More specifically, I thought it’d just store a list of historical points and display those on an OSM overlay. But it seems like even “external only” is much more involved than that.
What happens with self-hosted Photon if you specify a country, but then also visit another country? (I assume in hybrid mode it’s as simple as "use Photon in your country, use Nominatim otherwise?)
But yeah, definitely sounds like a Pi is probably not gonna cut it. I’ll have to see if my Synology can do it, or if the weird OS restrictions Synology imposes prevent it.
If you use Photon and only have your main country available, it will fallback to the configured external Geo-coding-services since Photon will not return a result then. So the order of execution is:
- first try Photon
- if it does not return anything, try to call one or all of the available Geo coding services.
Is that true even if you’re not in hybrid mode?
Maybe the wording is confusing in the Readme. Reitti will try to fetch the data from a configured photon instance first, if this does not return anything and you have Geocoding services configured, it will try them. There is actually no switch for hybrid mode or only local. It depends on what is configured.
Photon Only: you have only photon configured and under
Settings > Gecodingyou deleted or disable every available service. Hybrid Mode: Photon is configured and underSettings > Geocodingthere are Services available. That es is the one I use. Having Photon with the data for Germany and all the rest is handled by Geoapify.com.External Only: You dropped Photon from the docker-compose file and only rely on services under
Settings > GeocodingIf you do not configure anything, then Reitti will skip Geocoding and only display Unknown Place.
I will update the Readme to make that clear.
If you do not configure anything, then Reitti will skip Geocoding and only display Unknown Place.
Ah ok thanks. This is what I was wondering.
Two follow-ups:
Can you specify multiple
COUNTRY_CODEs? (and if so, is the methodenvironment: - COUNTRY_CODE=country_one - COUNTRY_CODE=country_twoor
environment: - COUNTRY_CODE=[country_one, country_two]or something else?)
And is this something that can seemlessly be retroactively changed? For example, if I set
COUNTRY_CODE=auand it works fine for Australia, but then I move to NZ, can I add (assuming the answer to my first question is yes) or change toCOUNTRY_CODE=nzand have all the NZ locations work on the already-recorded data, even if I made that change to my configuration after I had been in NZ for a few months?Good question, afaik you can not enter multiple countries to Photon. I was hoping it would be possible but everything i saw was it is either one country or the whole world. But maybe you can have a look here: https://github.com/komoot/photon That is the service we are using.
Very very cool! I see that you can import GPX files: can you also do the opposite, i.e., export a GPX file for a selected time range?
I was thinking about that, but the main problem is that we do not store all the data which comes in.
If we ingest data from an app, I am pretty sure that the quality of the data is actually usable. But for example if we import an Records.json from Google Takeout. The quality of the earlier years is somewhat sketchy. For this we filter out some points like travelling with over 2000 km/h, sudden direction changes etc and they are lost forever. At least for Reitti they are unknown.
The feature would need a lot of explanation why the data we export is not the same we import.That is the reason I did not implemented it even if it would come in handy for testing stuff. Handling GPX files is a pita …
This looks good, I’m currently using dawarich and owntracks to track our families 5 week road trip around the south island of New Zealand. If I can find a spare moment in our travels and a good internet connection I’ll try and spin up an image and test it out.
One thing that I would love is to be able to have multiple people displayed on a single map (my wife [kids when they have their own phones with data], brother, mother and a few close friends - we already use google maps for this)
That sounds like an awesome idea, actually the data is stored for every user separately depending on the used api token or when you login and do a data import. I will create a feature request for it.
But bear in mind, reitti is not meant to be a real-time tracking app. At the moment, data is processed every 10 minutes.
Real time is nice, but not a must have at least for my use case.
I’ve been putting off setting up an immich server. Would this do well if hosted on the same machine?
Man. I have no use for this. I know where I go. I go to work. And then the gym. Almost every day. Because I work a lot.
It’s like my boss always says…“BACK TO WORK, DICKHEAD!”
I love that it supports multiple formats for important location as well as multiple geocoders. But that makes me wonder, would it be feasible to support multiple image libraries? There’s a bunch of different FOSS photo libraries out there. I think Nextcloud is the main other one I’ve heard about ‘in the wild’, as it were. Or is there too much bespoke Immich code in there for that to be a simple plug-and-play option?
no, that would not be a problem as soon as the other image library has an api reitti could query. It just happens that I am settled with immich and had no other needs at the moment.
If you need a specific one, drop a feature request and I will have a look.
I don’t actually have any personally. I’m still with Google Photos for now and hadn’t decided what to switch to, with Immich, Nextcloud, and the non-open Synology Photos being the top of my list. Legitimately, what a tool like this supports could be a factor I use to help decide.
How complicated is the code interfacing with Immich? Is it a piece someone not familiar with your overall code base could relatively easily pick up and make a pull request for?
I do not think it is that complicated. The front-end sends a request to the back-end with the current selected day. This triggers a search in Immich returning all photos taken on that specific day. This is returned to the front-end and this than does the heavy lifting like filtering them to the current map bounds, displaying them on the map at a specific location. We proxy all request from the front-end through our server because of CORS issues and I did tried to avoid having to configure Immich besides creating a token for the API.
One would need to either create a specific IntegrationService like ImmichIntegrationService and then figure out a way how the user can configure that. The easiest would be that we just then call all available ones even if I do not see the use case of having multiple Photo-Servers. But it would make the code in Reitti cleaner and would not hurt if we do not configure 20 simultaneous servers :D
Great project! Any recommendations for an iOS app for this? I’ve been using OwnTracks, but it works very unreliably. As far as I understand, it’s an OS problem since Apple allows for very limited background processing for the sake of saving battery, so there’s not much any logging apps can do, but I was just curious if someone found a way around it.
Not really, I stopped using IOS a year ago because of exactly this reason. Had a lot of problems syncing files because of the power saving. I understand why IOS is doing it and for a normal user I think it is the way to go. But anything beyond that, it only hinders the experience you get out of apps. Maybe someone here as any experience with an app which works reliably.
This looks amazing, congratulations and thank you for making it FOSS. I was wondering if you are considering integrating with Home Assistant.
Thanks :)
No, did not occur to me. What would the integration look like? Connecting it to the message bus to receive location updates? Honestly it is a couple years ago I played with HA.
I have the HA app on my phone, it reports my location back to my HA server.
I would like if Reitti could retrieve my location from my HA server, instead of asking me to upload it again to Reitti. Uploading my location in short intervals drains the battery very fast, it’s something I want to avoid if I can.
Additiinally, I don’t want to expose anything to the internet. So I pay for the Home Assistant cloud subscription that does it for me in a more secure manner than what I could implement with the little free time I have. Reitti could retrieve my location more securely if it did so without exiting my LAN.
I had a similar setup with Home Assistant in the past so I understand your usecase. For Reitti to detect visits somewhat reliable it needs at least one datapoint of location data a minute. We build location clusters with minimum 5 points in 5 minutes. If HA tracks that often it should work. HA probably tracks more than that.
I could add an integration that Reitti fetches the data from Home Assistant. Do you mind in creating a feature request?
Home automation using geofencing, and my partner likes to get a notification when I’m heading home from the office
Location sensor would be a good minimum bar.
A custom card for your app that is just basically a iframe into your app with auth would also be pretty decent. Your version of a map looks really nice.
Maybe surfacing metrics of distance traveled or number of geolocations.
I’ll have to install the app and play around with it to make other recommendations but those are the first things that come to mind.
My only concern is battery usage. Google has the advantage of OS integration, which skims location data for timeline history even when another app accesses location, which uses essentially no battery (since you would’ve been using location for that other app anyway).
But it’s awesome that a tool like this exists anyways, great work.
Thank you :)
I understand your concerns, this is something every additional app would have to deal with.
For me it is ok to have GPSLogger running all the time, I think for what it is doing it is quite easy on the battery but I do not use my phone actively that much and I am happy if it survives a day which it does.
I log my position every 5 seconds for years and gpslogger is not among any of the battery consuming processes if you use the device. If you don’t use the phone at all, it will consume more power but that’s no reason not to use it.
