Web analytics for endurance athletes
Special thanks to Slapdash for helping organize! https://github.com/ned2/slapdash
docker create --name=fitly \
--restart unless-stopped \
-e MODULE_NAME=src.fitly.app \
-e VARIABLE_NAME=server \
-e TZ=America/New_York \
-e TIMEOUT=1200 \
-e DASH_DEBUG=true \
-p 8050:80 \
-v <local mount path>:/app/config \
ethanopp/fitly:latest
After cloning/downloading the repository, install Fit.ly into your environment:
$ pip install -e PATH_TO_fitly
Edit the config.ini.example file on your local mount path with your settings (more information below) and change the name of the file to config.ini.
Copy your client key and secret into your config.ini file.
In your strava settings (https://www.strava.com/settings/api) set the autorization callback to 127.0.0.1:8050?strava. All other fields you can update as you'd like.
Some charts will not work unless these data sources are provided, or until new data sources are added that can pull similar data
The oura connections is currently required to generate the home page.
In addition to the home page, data points from oura will be use to make performance analytics more accurate. If oura data is not provided, performance analytics will rely on statically defined metrics in the athlete table (i.e. resting heartrate)
Create a developer account at https://cloud.ouraring.com/oauth/applications
Copy your client key and secret into your config.ini file.
Set the redirect URI to: http://127.0.0.1:8050/settings?oura
Sign up for a withings developer account here: https://account.withings.com/partner/dashboard_oauth2
In addition to the home page, data points from withings will be use to make performance analytics more accurate. If withings data is not provided, performance analytics will rely on statically defined metrics in the athlete table (i.e. weight)
Set the redirect URI to: http://127.0.0.1:8050/settings?withings
Copy your client key and secret into your config.ini file.
Pull critical power (ftp) from Stryd. Since Stryd does not share their proprietary formula for calculating CP, we just pull the number rather than trying to recalculate it ourselves.
Enter username and password into config.ini file.
Fitly does not pull workout data directly from peloton, strava is the main hub for our workout data (so sync peloton directly to strava).
For those working out to peloton classes, but not necessarily recording their data via the peloton device (using stryd pod on tread, using wahoo fitness trainer with peloton digital app, etc.), fitly will match workouts started around the same time to workouts published to strava, and update the titles of the strava workout with the peloton class name.
If using Oura, HRV recommendations can be used to auto-bookmark new classes on your peloton device daily. Class types to be bookmarked can be configured on the settings page (i.e. on days where HRV recommendation is "Low" effort, auto bookmark some new "Running" workouts of the class type "Fun Run", "Endurance Run", "Outdoor Fun Run", and "Outdoor Endurance Run")
Enter username and password into config.ini file.
Fitbod allows exporting your data via the mobile app (Log > Settings icon > Export workout data)
Export your fitbod file to a nextcloud location, and provide that nextcloud location in your config.ini for fit.ly to incorporate into the dashboards.
The spotify connections is currently required to generate the music page.
Fitly can keep a history of every song you listen to on spotify and analyze your listenind behavior (skipped, fast forwarded, rewound ,etc.) to determine song likeablity. Listening behavior can then be analyzed by activity type and intensity (i.e what music do you listen to during high intensity runs), clustered into music type (K-means cluster on spotify audio features) and playlists can be automatically generated with recommended music for your next recommended workout.
Create a developer account here: https://developer.spotify.com/dashboard/
Set the redirect URI to: http://127.0.0.1:8050/settings?spotify
Copy your client ID and secret into your config.ini file.
Navigate to http://127.0.0.1:8050/pages/settings
Enter the password from your config.ini [settings] password
Connect account buttons on top left of screen. Each successful authentication should save your tokens to the api_tokens table in your database.
Click the 'Refresh' button to pull data
Installing this package into your virtualenv will result into the development
executable being installed into your path when the virtualenv is activated. This
command invokes your Dash app's run_server method, which in turn uses the
Flask development server to run your app. The command is invoked as follows:
$ run-fitly-dev
The script takes a couple of arguments optional parameters, which you can
discover with the --help flag. You may need to set the port using the --port
parameter. If you need to expose your app outside your local machine, you will
want to set --host 0.0.0.0.
version: '3'
services:
letsencrypt:
image: linuxserver/letsencrypt
container_name: letsencrypt
cap_add:
- NET_ADMIN
restart: always
ports:
- "80:80"
- "443:443"
environment:
- TZ=America/New_York
- EMAIL=<your email>
- URL=<website.com>
- SUBDOMAINS=fit # this would give a website like fit.website.com
volumes:
- <host config dir>:/config
fitly:
image: ethanopp/fitly:latest
container_name: fitly
restart: always
depends_on:
- letsencrypt
ports:
- "8050:80"
environment:
- MODULE_NAME=src.fitly.app
- VARIABLE_NAME=server
- TZ=America/New_York
- TIMEOUT=1200
- DASH_DEBUG=true
volumes:
- <host config dir>:/app/config
- <path to letsencrypt host config dir>/keys:/app/keys
server {
listen 443 ssl;
listen [::]:443 ssl;
server_name fit.*;
include /config/nginx/ssl.conf;
client_max_body_size 0;
# enable for ldap auth, fill in ldap details in ldap.conf
#include /config/nginx/ldap.conf;
location / {
# enable the next two lines for http auth
#auth_basic "Restricted";
#auth_basic_user_file /config/nginx/.htpasswd;
# enable the next two lines for ldap auth
#auth_request /auth;
#error_page 401 =200 /login;
include /config/nginx/proxy.conf;
resolver 127.0.0.11 valid=30s;
set $upstream_fitly fitly;
proxy_pass http://$upstream_fitly:80;
}
}
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