Store and access data published by OwnTracks apps
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OwnTracks Recorder

The OwnTracks Recorder is a lightweight program for storing and accessing location data published via MQTT by the OwnTracks apps. It is a compiled program which is easily installed and operated even on low-end hardware, and it doesn't require external an external database. It is also suited for you to record and store the data you publish via our Hosted mode.

Architecture of the Recorder

There are two main components: the recorder obtains, stores, and serves data, and the ocat command-line utility reads stored data in a variety of formats.

recorder

The recorder serves two purposes:

  1. It subscribes to an MQTT broker and awaits messages published from the OwnTracks apps, storing these in a particular fashion into what we call the store which is basically a bunch of files on the file system.
  2. It provides a Web server which serves static pages, a REST API you use to request data from the store, and a Websocket server. The distribution comes with a few examples of how to access the data through its HTTP interface (REST API). In particular a table of last locations has been made available as well as a live map which updates via the recorder's Websocket interface when location publishes are received. In addition we provide maps with last points or tracks using the GeoJSON produced by the recorder.

Some examples of what the recorder's built-in HTTP server is capable of:

Last position of a particular user

Retrieve the last position of a particular user. Note that we get the same data as reported by ocat.

$ curl http://127.0.0.2:8083/api/0/last -d user=demo -d device=iphone
[
 {
  "tst": 1440405601,
  "acc": 10,
  "_type": "location",
  "alt": 262,
  "lon": 13.60279820860699,
  "vac": 6,
  "vel": 18,
  "lat": 51.06263391678321,
  "cog": 82,
  "tid": "NE",
  "batt": 99,
  "username": "demo",
  "device": "iphone",
  "topic": "owntracks/demo/iphone",
  "ghash": "u31dmx9",
  "cc": "DE",
  "addr": "E40, 01156 Dresden, Germany"
 }
]

Display map with points starting at a particular date

By specifying a format we can produce GeoJSON, say. Normally, the API retrieves the last 6 hours of data but we can extend or limit this with the from and to parameters.

http://127.0.0.2:8083/map/index.html?user=demo&device=iphone&format=geojson&from=2014-01-01

In a suitable Web browser, the result is

GeoJSON points

Display a track (a.k.a linestring)

If we change the format parameter of the previous URL to linestring, the result is

GeoJSON linestring

Tabular display

The recorder's Web server also provides a tabular display which shows the last position of devices, their address, country, etc. Some of the columns are sortable, you can search for users/devices and click on the address to have a map opened at the device's last location.

Table

Live map

The recorder's built-in Websocket server updates a map as it receives publishes from the OwnTracks devices. Here's an example:

Live map

ocat

ocat is a CLI query program for data stored by recorder: it prints data from storage in a variety of output formats:

  • JSON
  • GeoJSON (points)
  • GeoJSON (line string)
  • CSV
  • GPX

The ocat utility accesses storage directly — it doesnt use the recorders REST interface. ocat has a daunting number of options, some combinations of which make no sense at all.

Some example uses we consider useful:

  • ocat --list show which uers are in storage.
  • ocat --list --user jjolie show devices for the specified user
  • ocat --user jjolie --device ipad print JSON data for the user's device produced during the last 6 hours.
  • ocat --last print the LAST position of all users, devices. Can be combined with --user and --device.
  • ocat ... --format csv produces CSV. Limit the fields you want extracted with --fields lat,lon,cc for example.
  • ocat ... --format xml produces XML. Limit the fields you want extracted with --fields lat,lon,cc for example.
<?xml version='1.0' encoding='UTF-8'?>
        <?xml-stylesheet type='text/xsl' href='owntracks.xsl'?>
<owntracks>
 <point>
  <tst>1440395361</tst>
  <acc>3000.000000</acc>
  <alt>51</alt>
  <lon>10.027857</lon>
  <vac>29.000000</vac>
  <vel>-1</vel>
  <lat>52.378886</lat>
  <cog>-1</cog>
  <tid>NE</tid>
  <batt>96</batt>
  <ghash>u1r1upq</ghash>
  <cc>DE</cc>
  <addr>Heidecker Weg 86, 31275 Lehrte, Germany</addr>
  <isorcv>2015-08-24T05:55:07Z</isorcv>
  <isotst>2015-08-24T05:49:21Z</isotst>
 </point>
 ...
</owntracks>
  • ocat ... --limit 10 prints data for the current month, starting now and going backwards; only 10 locations will be printed. Generally, the --limit option reads the storage back to front which makes no sense in some combinations.

Specifying --fields lat,tid,lon will request just those JSON elements from storage. (Note that doing so with output GPX or GEOJSON could render those formats useless if, say, `lat is missing in the list of fields.)

The --from and --to options allow you to specify a UTC date and/or timestamp from which respectively until which data will be read. By default, the last 6 hours of data are produced. If --from is not specified, it therefore defaults to now minus 6 hours. If --to is not specified it defaults to now. Dates and times must be specified as strings, and the following formats are recognized:

%Y-%m-%dT%H:%M:%S
%Y-%m-%dT%H:%M
%Y-%m-%dT%H
%Y-%m-%d
%Y-%m

The --limit option restricts the output to the last specified number of records. This is a bit of an "expensive" operation because we search the .rec files backwards (i.e. from end to beginning).

ocat examples

The recorder has been running for a while, and the OwnTracks apps have published data. Let us have a look at some of this data.

List users and devices

We obtain a list of users from the store:

$ ocat --list
{
 "results": [
  "demo"
 ]
}

From which devices has user demo published data?

$ ocat --list --user demo
{
 "results": [
  "iphone"
 ]
}

Show the last position reported by a user

Where was demo's iphone last seen?

$ ocat --last --user demo --device iphone
[
 {
  "tst": 1440405601,
  "acc": 10,
  "_type": "location",
  "alt": 262,
  "lon": 13.60279820860699,
  "vac": 6,
  "vel": 18,
  "lat": 51.06263391678321,
  "cog": 82,
  "tid": "NE",
  "batt": 99,
  "username": "demo",
  "device": "iphone",
  "topic": "owntracks/demo/iphone",
  "ghash": "u31dmx9",
  "cc": "DE",
  "addr": "E40, 01156 Dresden, Germany"
 }
]

Several things worth mentioning:

  • The returned data structure is an array of JSON objects; had we omitted specifying a particular device or even a particular user we would have obtained the last position of all this user's devices or all users' devices respectively.
  • If you are familiar with the JSON data reported by the OwnTracks apps you'll notice that this JSON contains more information: this is provided on the fly by ocat and the REST API, e.g. from the reverse-geo cache the recorder maintains.

What were the last 4 positions reported?

We can limit the number of returned elements: Let's do this as CSV, and limit the fields we are given:

$ ocat --user demo --device iphone --limit 4 --format csv --fields isotst,vel,addr
isotst,vel,addr
2015-08-24T08:40:01Z,18,E40, 01156 Dresden, Germany
2015-08-24T08:35:01Z,40,E40, 01723 Wilsdruff, Germany
2015-08-24T08:30:00Z,50,A14, 01683 Nossen, Germany
2015-08-24T08:24:59Z,40,A14, 04741 Roßwein, Germany

Getting started

You will require:

Obtain and download the software, either as a package, if available, via our Homebrew Tap on Mac OS X, directly as a clone of the repository, or as a tar ball which you unpack. Copy the included config.mk.in file to config.mk and edit that. You specify the features or tweaks you need. (The file is commented.) Pay particular attention to the installation directory and the value of the store (STORAGEDEFAULT): that is where the recorder will store its files. DOCROOT is the root of the directory from which the recorder's HTTP server will serve files.

Type make and watch the fun. When that finishes, you should have at least two executable programs called ot-recorder which is the recorder proper, and ocat. If you want you can install these using make install, but this is not necessary: the programs will run from whichever directory you like if you add --doc-root ./docroot to the recorder options.

Ensure the LMDB databases are initialized by running the following command which is safe to do, also after an upgrade. (This initialization is non-destructive -- it will not delete any data.)

ot-recorder --initialize

Unless already provided by the package you installed, we recommend you create a shell script with which you hence-force launch the recorder. Note that you can have it subscribe to multiple topics, and you can launch sundry instances of the recorder (e.g. for distinct brokers) as long as you ensure:

  • that each instance uses a distinct --storage
  • that each instance uses a distinct --http-port (or 0 if you don't wish to provide HTTP support for a particular instance)

Launching ot-recorder

The recorder has, like ocat, a daunting number of options, most of which you will not require. Running either utility with the -h or --help switch will summarize their meanings. You can, for example launch with a specific storage directory, disable the HTTP server, change its port, etc.

If you require authentication or TLS to connect to your MQTT broker, pay attention to the $OTR_ environment variables listed in the help.

Launch the recorder:

$ ./ot-recorder 'owntracks/#'

Publish a location from your OwnTracks app and you should see the recorder receive that on the console. If you haven't disabled Geo-lookups, you'll also see the address from which the publish originated.

The location message received by the recorder will be written to storage.

Launching ot-recorder for Hosted mode

You have an account with our Hosted platform and you want to store the data published by your device and the devices you track. Proceed as follows:

  1. Download the StartCom ca-bundle.pem file to a directory of choice, and make a note of the path to that file.
  2. Create a small shell script modelled after the one hereafter (you can copy it from etc/hosted.sh) with which to launch the recorder.
  3. Launch that shell script to have the recorder connect to Hosted and subscribe to messages your OwnTracks apps publish via Hosted.
#!/bin/sh

export OTR_USER="username"          # your OwnTracks Hosted username
export OTR_DEVICE="device"          # one of your OwnTracks Hosted device names
export OTR_TOKEN="xab0x993z8tdw"    # the Token corresponding to above pair
export OTR_CAFILE="/path/to/startcom-ca-bundle.pem"


ot-recorder --hosted "owntracks/#"

Note in particular the --hosted option: you specify neither a host name or a port number; the recorder has those built-in, and it uses a specific clientID for the MQTT connection. Other than that, there is no difference between the recorder connecting to Hosted or to your private MQTT broker.

When the recorder has received a publish or two, visit it with your favorite Web browser by pointing your browser at http://127.0.0.1:8083.

Design decisions

We took a number of decisions for the design of the recorder and its utilities:

  • Flat files. The filesystem is the database. Period. That's were everything is stored. It makes incremental backups, purging old data, manipulation via the Unix toolset easy. (Admittedly, for fast lookups we employ LMDB as a cache, but the final word is in the filesystem.) We considered all manner of databases and decided to keep this as simple and lightweight as possible. You can however have the recorder send data to a database of your choosing, in addition to the file system it uses, by utilizing our embedded Lua hook.
  • We wanted to store received data in the format it's published in. As this format is JSON, we store this raw payload in the .rec files. If we add an attribute to the JSON published by our apps, you have it right there. There's one slight exception: the monthly logs (the .rec files) have a leading timestamp and a relative topic; see below.
  • File names are lower case. A user called JaNe with a device named myPHONe will be found in a file named jane/myphone.
  • All times are UTC (a.k.a. Zulu or GMT). We got sick and tired of converting stuff back and forth. It is up to the consumer of the data to convert to localtime if need be.
  • The recorder does not provide authentication or authorization. Nothing at all. Zilch. Nada. Think about this before making it available on a publicly-accessible IP address. Or rather: don't think about it; just don't do it. You can of course place a HTTP proxy in front of the recorder to control access to it.
  • ocat, the cat program for the recorder uses the same back-end which is used by the API though it accesses it directly (i.e. without resorting to HTTP).

Storage

As mentioned earlier, data is stored in files, and these files are relative to STORAGEDIR (compiled into the programs or specified as an option). In particular, the following directory structure can exist, whereby directories are created as needed by the recorder:

  • cards/, optional, contains user cards which are published when either you or one of your trackers on Hosted adds a new device. This card is then stored here and used with, e.g., ocat --last to show a user's name and optional avatar.
  • ghash/, unless disabled, reverse Geo data is collected into an LMDB database located in this directory.
  • last/ contains the last location published by devices. E.g. Jane's last publish from her iPhone would be in last/jjolie/iphone/jjolie-iphone.json. The JSON payload contained therein is enhanced with the fields user, device, topic, and ghash.
  • monitor a file which contains a timestamp and the last received topic (see Monitoring below).
  • msg/ contains messages received by the Messaging system.
  • photos/ optional; contains the binary photos from a card.
  • rec/ the recorder data proper. One subdirectory per user, one subdirectory therein per device. Data files are named YYYY-MM.rec (e.g. 2015-08.rec for the data accumulated during the month of August 2015.
  • waypoints/ contains a directory per user and device. Therein are individual files named by a timestamp with the JSON payload of published (i.e. shared) waypoints. The file names are timestamps because the tst of a waypoint is its key.

You should definitely not modify or touch these files: they remain under the control of the recorder. You can of course, remove old .rec files if they consume too much space.

Reverse Geo

If not disabled with option --norevgeo, the recorder will attempt to perform a reverse-geo lookup on the location coordinates it obtains and store them in an LMDB database. If a lookup is not possible, for example because you're over quota, the service isn't available, etc., recorder keeps tracks of the coordinates which could not be resolved in a file named missing:

$ cat store/ghash/missing
u0tfsr3 48.292223 8.274535
u0m97hc 46.652733 7.868803
...

This can be used to subsequently obtain missed lookups.

We recommend you keep reverse-geo lookups enabled, this data (country code cc, and the locations address addr) is used by the example Web apps provided by the recorder to show where a particular device is. In addition, this cached data is used the the API (also ocat) when printing location data.

Monitoring

In order to monitor the recorder, whenever an MQTT message is received, a monitor file located relative to STORAGEDEFAULT is maintained. It contains a single line of text: the epoch timestamp and the last received topic separated from each other by a space.

1439738692 owntracks/jjolie/ipad

If recorder is built with WITH_PING (default), a location publish to owntracks/ping/ping (i.e. username is ping and device is ping) can be used to round-trip-test the recorder. For this particular username/device combination, recorder will store LAST position, but it will not keep a .REC file for it. This can be used to verify, say, via your favorite monitoring system, that the recorder is still operational.

After sending a pingping, you can query the REST interface to determine the difference in time. The contrib/ directory has an example Python program (ot-ping.py) which you can adapt as needed for use by Icinga or Nagios.

OK ot-recorder pingping at http://127.0.0.1:8085: 0 seconds difference

HTTP server

The recorder has a built-in HTTP server with which it servers static files from either the compiled-in default DOCROOT directory or that specified at run-time with the --doc-root option. Furthermore, it serves JSON data from the API end-point at /api/0/ and it has a built-in Websocket server for the live map.

The API basically serves the same data as ocat is able to produce.

API

The recorder's API provides most of the functions that are surfaced by ocat. GET and POST requests are supported, and if a username and device are needed, these can be passed in via X-Limit-User and X-Limit-Device headers alternatively to GET or POST parameters. (From and To dates may also be specified as X-Limit-From and X-Limit-To respectively.)

The API endpoint is at /api/0 and is followed by the verb.

monitor

Returns the content of the monitor file as plain text.

curl 'http://127.0.0.1:8083/api/0/monitor'
1441962082 owntracks/jjolie/phone

last

Returns a list of last users' positions. (Can be limited by user and device.)

curl http://127.0.0.1:8083/api/0/last [-d user=jjolie [-d device=phone]]

list

List users. If user is specified, lists that user's devices. If both user and device are specified, lists that device's .rec files.

locations

Here comes the actual data. This lists users' locations and requires both user and device. Output format is JSON unless a different format is given (json, geojson, and linestring are supported).

In order to limit the number of records returned, use limit which causes a reverse search through the .rec files; this can be used to find the last N positions.

Date/time ranges may be specified as from and to with dates/times specified as described for ocat above.

curl http://127.0.0.1:8083/api/0/locations -d user=jpm -d device=5s
curl http://127.0.0.1:8083/api/0/locations -d user=jpm -d device=5s -d limit=1
curl http://127.0.0.1:8083/api/0/locations -d user=jpm -d device=5s -d format=geojson
curl http://127.0.0.1:8083/api/0/locations -d user=jpm -d device=5s -d from=2014-08-03

q

Query the geo cache for a particular lat and lon.

curl 'http://127.0.0.1:8083/api/0/q?lat=48.85833&lon=2.295'
{
 "cc": "FR",
 "addr": "9 Avenue Anatole France, 75007 Paris, France",
 "tst": 1441984405
}

The reported timestamp was the time at which this cache entry was made. Note that this interface queries only -- it does not populate the cache.

block

Requires POST method and user. This is currently incomplete; it simply writes a key into LMDB consisting of "blockme user".

kill

If support for this is compiled in, this API endpoint allows a client to remove data from storage. (Warning: any client can do this, as there is no authentication/authorization in the recorder!)

curl 'http://127.0.0.1:8083/api/0/kill?user=ngin&device=ojo'

{
 "path": "s0/rec/ngin/ojo",
 "status": "OK",
 "last": "s0/last/ngin/ojo/ngin-ojo.json",
 "killed": [
  "2015-09.rec",
 ]
}

The response contains a list of removed .rec files, and file system operations are logged to syslog.

Lua hooks

If recorder is compiled with Lua support, a Lua script you provide is launched at startup. Lua is a powerful, fast, lightweight, embeddable scripting language. You can use this to process location publishes in any way you desire: your imagination (and Lua-scripting knowhow) set the limits. Some examples:

  • insert publishes into a database of your choice
  • switch on the coffee machine when your OwnTracks device reports you're entering home (but see also mqttwarn
  • write a file with data in a format of your choice (see etc/example.lua)

Run the recorder with the path to your Lua script specified in its --lua-script option (there is no default). If the script cannot be loaded (e.g. because it cannot be read or contains syntax errors), the recorder unloads Lua and continues without your script.

If the Lua script can be loaded, it is automatically provided with a table variable called otr which contains the following members:

  • otr.version is a read-only string with the recorder version (example: "0.3.2")
  • otr.log(s) is a function which takes a string s which is logged to syslog at the recorder's facility and log level INFO.
  • otr.strftime(fmt, t) is a function which takes a format string fmt (see strftime(3)) and an integer number of seconds t and returns a string with the formatted UTC time. If t is 0 or negative, the current system time is used.
  • otr.putdb(key, value) is a function which takes two strings k and v and stores them in the named LMDB database called luadb. This can be viewed with
  • otr.getdb(key) is a function which takes a single string key and returns the database value associated with that key or nil if the key isn't stored.
ocat --dump=luadb

Your Lua script must provide the following functions:

otr_init

This is invoked at start of recorder. If the function returns a non-zero value, recorder unloads Lua and disables its processing; i.e. the hook() will not be invoked on location publishes.

otr_exit

This is invoked when the recorder stops, which it doesn't really do unless you CTRL-C it or send it a SIGTERM signal.

otr_hook

This function is invoked at every location publish processed by the recorder. Your function is passed three arguments:

  1. topic is the topic published to (e.g. owntracks/jane/phone)
  2. type is the type of MQTT message. This is the _type in our JSON messages (e.g. location) or "unknown".
  3. location is a Lua table (associative array) with all the elements obtained in the JSON message. In the case of type being location, we also add country code (cc) and the location's address (addr) unless reverse-geo lookups have been disabled in recorder.

Assume the following small example Lua script in example.lua:

local file

function otr_init()
	otr.log("example.lua starting; writing to /tmp/lua.out")
	file = io.open("/tmp/lua.out", "a")
	file:write("written by OwnTracks Recorder version " .. otr.version .. "\n")
end

function otr_hook(topic, _type, data)
	local timestr = otr.strftime("It is %T in the year %Y", 0)
	print("L: " .. topic .. " -> " .. _type)
	file:write(timestr .. " " .. topic .. " lat=" .. data['lat'] .. data['addr'] .. "\n")
end

function otr_exit()
end

When recorder is launched with --lua-script example.lua it invokes otr_init() which opens a file. Then, for each location received, it calls otr_hook() which updates the file.

Assuming an OwnTracks device publishes this payload

{"cog":-1,"batt":-1,"lon":2.29513,"acc":5,"vel":-1,"vac":-1,"lat":48.85833,"t":"u","tst":1441984413,"alt":0,"_type":"location","tid":"JJ"}

the file /tmp/lua.out would contain

written by OwnTracks Recorder version 0.3.0
It is 14:10:01 in the year 2015 owntracks/jane/phone lat=48.858339 Avenue Anatole France, 75007 Paris, France

otr_putrec

An optional function you provide is called otr_putrec(u, d, s). If it exists, it is called with the current user in u, the device in d and the payload (which for OwnTracks apps is JSON but for, eg Greenwich devices might not be) in the string s. If your function returns a non-zero value, the recorder will not write the REC file for this publish.

Hooklets

After running otr_hook(), the recorder attempts to invoke a Lua function for each of the elements in the extended JSON. If, say, your Lua script contains a function called hooklet_lat, it will be invoked every time a lat is received as part of the JSON payload. Similarly with hooklet_addr, hooklet_cc, hooklet_tst, etc. These hooklets are invoked with the same parameters as otr_hook().

You define a hooklet function only if you're interested in expressly triggering on a particular JSON element.

Environment

The following environment variables control ocat's behaviour:

  • OCAT_FORMAT can be set to the preferred output format. If unset, JSON is used. The --format option overrides this setting.
  • OCAT_USERNAME can be set to the preferred username. The --user option overrides this environment variable.
  • OCAT_DEVICE can be set to the preferred device name. The --device option overrides this environment variable.

nginx

Running the recorder protected by an nginx or Apache server is possible and is the only recommended method if you want to server data behind localhost. This snippet shows how to do it, but you would also add authentication to that.

server {
    listen       8080;
    server_name  192.168.1.130;

    location / {
        root   html;
        index  index.html index.htm;
    }

    # Proxy and upgrade Websocket connection
    location /otr/ws {
    	rewrite ^/otr/(.*)	/$1 break;
    	proxy_pass		http://127.0.0.1:8084;
    	proxy_http_version	1.1;
    	proxy_set_header	Upgrade $http_upgrade;
    	proxy_set_header	Connection "upgrade";
    	proxy_set_header	Host $host;
    	proxy_set_header	X-Forwarded-For $proxy_add_x_forwarded_for;
    }

    location /otr/ {
    	proxy_pass		http://127.0.0.1:8084/;
    	proxy_http_version	1.1;
    	proxy_set_header	Host $host;
    	proxy_set_header	X-Forwarded-For $proxy_add_x_forwarded_for;
    }
}

Advanced topics

The LMDB database

ocat --load and ocat --dump can be use to load and dump the lmdb database respectively. There is some support for loading/dumping named databases using --load=xx or --dump=xx to specify the name. Use the mdb utilities to actually perform backups of these. load expects key/value strings in pairs, separated by exactly one space. If the value is the string DELETE, the key is deleted from the database, which allows us to, say, remove a whole bunch of geohash prefixes in one go (but be careful doing this):

ocat --dump |
    grep xxyz |
    awk '{printf "%s DELETE\n", $1; }' |
    ocat --load

topic2tid

This named lmdb database is keyed on topic name (owntracks/jane/phone). If the topic of an incoming message is found in the database, the tid member in the JSON payload is replaced by the value of this key.

Prerequisites for building

Debian

apt-get install build-essential linux-headers-$(uname -r) libcurl4-openssl-dev libmosquitto-dev liblua5.2-dev