MyFitnessPal is a great online service we are using to track what we eat. It’s well integrated into our daily routine – it works!
Unfortunately MyFitnessPal is not well set-up to interface 3rd party applications with it. In fact it appears they are actively trying to make it harder for externals to utilize the data there.
To access your data there’s an open source project called “python-myfitnesspal” which allows you to interface with MyFitnessPal from the command line. This project uses web-scraping to extract the information from the website and will break everytime MyFitnessPal is changing the design/layout.
Since the output for this would be command line text output it is not of great use for a standardized system. What is needed is to have the data sent in a re-useable way into the automation system.
This is why I wrote the additional tool “myfitnesspal2mqtt“. It takes the output provided by python-myfitnesspal and sends it to an MQTT topic. The message then can be decoded, for example with NodeRed, and further processed.
As you can see in the image above I am taking the MQTT message coming from myfitnesspal2mqtt and decoding it with a bit of javascript and outputting it back to MQTT.
![var complete = {};
var sodium = {};
var carbohydrates = {};
var calories = {};
var daydate = {};
var fat = {};
var sugar = {};
var protein = {};
var weight = {};
var bodyfat = {};
var goalsodium = {};
var goalcarbohydrates = {};
var goalcalories = {};
var goalfat = {};
var goalsugar = {};
var goalprotein = {};
var caloriesdiff = {};
var ttopic = msg.topic.toLowerCase();
var firstobject = Object.keys(msg.payload)[0];
complete.payload = msg.payload[firstobject].complete;
complete.topic = ttopic+'/complete';
sodium.payload = msg.payload[firstobject].totals.sodium;
sodium.topic = ttopic+'/total/sodium';
carbohydrates.payload = msg.payload[firstobject].totals.carbohydrates;
carbohydrates.topic = ttopic+'/total/carbohydrates';
calories.payload = msg.payload[firstobject].totals.calories;
calories.topic = ttopic+'/total/calories';
fat.payload = msg.payload[firstobject].totals.fat;
fat.topic = ttopic+'/total/fat';
sugar.payload = msg.payload[firstobject].totals.sugar;
sugar.topic = ttopic+'/total/sugar';
protein.payload = msg.payload[firstobject].totals.protein;
protein.topic = ttopic+'/total/protein';
weight.payload = msg.payload[firstobject].measurements.weight;
weight.topic = ttopic+'/measurement/weight';
bodyfat.payload = msg.payload[firstobject].measurements.bodyfat;
bodyfat.topic = ttopic+'/measurement/bodyfat';
goalsodium.payload = msg.payload[firstobject].goals.sodium;
goalsodium.topic = ttopic+'/goal/sodium';
goalcarbohydrates.payload = msg.payload[firstobject].goals.carbohydrates;
goalcarbohydrates.topic = ttopic+'/goal/carbohydrates';
goalcalories.payload = msg.payload[firstobject].goals.calories;
goalcalories.topic = ttopic+'/goal/calories';
goalfat.payload = msg.payload[firstobject].goals.fat;
goalfat.topic = ttopic+'/goal/fat';
goalsugar.payload = msg.payload[firstobject].goals.sugar;
goalsugar.topic = ttopic+'/goal/sugar';
goalprotein.payload = msg.payload[firstobject].goals.protein;
goalprotein.topic = ttopic+'/goal/protein';
caloriesdiff.payload = msg.payload[firstobject].goals.calories - msg.payload[firstobject].totals.calories;
caloriesdiff.topic = ttopic+'/caloriedeficit';
daydate.payload = firstobject;
daydate.topic = ttopic+"/date";
return [complete, sodium, carbohydrates, calories, fat, sugar, protein, weight, bodyfat, goalsodium, goalcarbohydrates, goalcalories, goalfat, goalsugar, goalprotein, daydate, caloriesdiff];](https://www.schrankmonster.de/wp-content/uploads/2019/03/Bildschirmfoto-zu-2019-03-22-14-13-41.png)
In the end it expands into a multitude of topics with one piece of information per MQTT topic.
And with just that every time the script is run (which I do in a docker container and with a cronjob) the whole lot of pieces of information about nutrition and health stats are being pushed and stored in the home automation system.
This way they are of course also available to the home automation system to do things with it.
Like locking the fridge.