rapids/docs/datastreams/fitbitjson-mysql.md

fitbitjson_mysql

This data stream handles Fitbit sensor data downloaded using the Fitbit Web API and stored in a MySQL database. Please note that RAPIDS cannot query the API directly, you need to use other available tools or implement your own. Once you have your sensor data in a MySQL database, RAPIDS can process it.

Container

A MySQL database with a table per sensor, each containing the data for all participants.

The script to connect and download data from this container is at:

src/data/streams/fitbitjson_mysql/container.R

Format

The format.yaml maps and transforms columns in your raw data stream to the mandatory columns RAPIDS needs for Fitbit sensors. This file is at:

src/data/streams/fitbitjson_mysql/format.yaml

If you want RAPIDS to process Fitbit sensor data using this stream, you will need to replace the following COLUMN_MAPPINGS inside each sensor section in format.yaml to match your raw data column names:

Column	Description
device_id	A string that uniquely identifies a device
fitbit_data	A string column that contains the JSON objects downloaded from Fitbit's API

??? info "FITBIT_HEARTRATE_SUMMARY section"

**COLUMN_MAPPINGS**

| RAPIDS column   | Stream column   |
|-----------------|-----------------|
| LOCAL_DATE_TIME       | FLAG_TO_MUTATE |
| DEVICE_ID       | device_id |
| HEARTRATE_DAILY_RESTINGHR | FLAG_TO_MUTATE |
| HEARTRATE_DAILY_CALORIESOUTOFRANGE | FLAG_TO_MUTATE |
| HEARTRATE_DAILY_CALORIESFATBURN | FLAG_TO_MUTATE |
| HEARTRATE_DAILY_CALORIESCARDIO | FLAG_TO_MUTATE |
| HEARTRATE_DAILY_CALORIESPEAK | FLAG_TO_MUTATE |
| FLAG_AS_EXTRA: | fitbit_data |


**MUTATION_SCRIPTS**

TODO list our parsing script

??? "Example of the raw data RAPIDS expects for this data stream"

    |device_id                                |fitbit_data                                               |
    |---------------------------------------- |--------------------------------------------------------- |
    |a748ee1a-1d0b-4ae9-9074-279a2b6ba524     |{"activities-heart":[{"dateTime":"2020-10-07","value":{"customHeartRateZones":[],"heartRateZones":[{"caloriesOut":1200.6102,"max":88,"min":31,"minutes":1058,"name":"Out of Range"},{"caloriesOut":760.3020,"max":120,"min":86,"minutes":366,"name":"Fat Burn"},{"caloriesOut":15.2048,"max":146,"min":120,"minutes":2,"name":"Cardio"},{"caloriesOut":0,"max":221,"min":148,"minutes":0,"name":"Peak"}],"restingHeartRate":72}}],"activities-heart-intraday":{"dataset":[{"time":"00:00:00","value":68},{"time":"00:01:00","value":67},{"time":"00:02:00","value":67},...],"datasetInterval":1,"datasetType":"minute"}}
    |a748ee1a-1d0b-4ae9-9074-279a2b6ba524     |{"activities-heart":[{"dateTime":"2020-10-08","value":{"customHeartRateZones":[],"heartRateZones":[{"caloriesOut":1100.1120,"max":89,"min":30,"minutes":921,"name":"Out of Range"},{"caloriesOut":660.0012,"max":118,"min":82,"minutes":361,"name":"Fat Burn"},{"caloriesOut":23.7088,"max":142,"min":108,"minutes":3,"name":"Cardio"},{"caloriesOut":0,"max":221,"min":148,"minutes":0,"name":"Peak"}],"restingHeartRate":70}}],"activities-heart-intraday":{"dataset":[{"time":"00:00:00","value":77},{"time":"00:01:00","value":75},{"time":"00:02:00","value":73},...],"datasetInterval":1,"datasetType":"minute"}}
    |a748ee1a-1d0b-4ae9-9074-279a2b6ba524     |{"activities-heart":[{"dateTime":"2020-10-09","value":{"customHeartRateZones":[],"heartRateZones":[{"caloriesOut":750.3615,"max":77,"min":30,"minutes":851,"name":"Out of Range"},{"caloriesOut":734.1516,"max":107,"min":77,"minutes":550,"name":"Fat Burn"},{"caloriesOut":131.8579,"max":130,"min":107,"minutes":29,"name":"Cardio"},{"caloriesOut":0,"max":220,"min":130,"minutes":0,"name":"Peak"}],"restingHeartRate":69}}],"activities-heart-intraday":{"dataset":[{"time":"00:00:00","value":90},{"time":"00:01:00","value":89},{"time":"00:02:00","value":88},...],"datasetInterval":1,"datasetType":"minute"}}