Intervals.icu to InfluxDB¶
Intervalsicu-to-influxdb extracts data from Intervals.icu to InfluxDB (oh, really?). But if Intervals.icu already shows a lot of graphics, statistics and more, why I need to extract it?
Full documentation can be found in here
Why¶
Well, as a sportsman and techie, it's just a personal project, but the main reason is because I want to create my own dashboards (using Grafana in this case).
So, for example, I can combine activity data with sleep time or quality, compare the evolution between pace/bpm for the similar activities or whatever.
How it works¶
This project exports some data from intervals.icu to influxDB. To retrieve the information the official intervals.icu API is used.
Exported data¶
Not all information is exported. This project has been created to extract data from activities and wellness. Besides, information about data account (like email, location, preferences, etc.), calendar or workouts are not retrieved neither (for now).
Currently the following data is exported:
- Wellness*: this data contains information like sleep time and quality, atl/ctl or VO2Max
- Activities*: general information about every activity, like elapsed time, time in zones (hr or pace), distance, average pace/hr, etc.
- Streams**: streams contains detailed information about activities, like hr/pace for every second.
* There are som extra fields generated, just to facilitate the use for the dashboards, and some "complex fields" cannot be retrieved yet (see Entities)
** Currently working on it.
How to use¶
There are 2 ways (3 if you count 'from source code') to use the project: with Docker or directly with Python (or from source code), but in both cases you need to create a .env file to save your credentials for Intervals.icu and InfluxDB as follow:
INFLUXDB_TOKEN=
INFLUXDB_ORG=
INFLUXDB_URL=
INFLUXDB_BUCKET=
INFLUXDB_TIMEOUT=10000
INTERVALS_ATHLETE_ID=
INTERVALS_API_KEY=
Docker¶
To use with Docker, just run the following command:
docker run --env-file PATH/TO/FILE -it --rm tmllull/intervals-to-influxdb app.py [-h] [--start-date START_DATE] [--end-date END_DATE] [--streams] [--reset]
Arguments¶
All the arguments are optional, but take in consideration the following variations when run it:
- No arguments: retrieve the wellness and activities data for today (this is the basic use to run with a cronjob)
- Start date: retrieve data from the starting date (in format YYYY-MM-DD) until today
- End date: retrieve data until specified date (in format YYYY-MM-DD). Use it with
start-date - Streams: retrieve the streams for the activities
- Reset: delete the current bucket and recreate again
NOTE: on the first run, the bucket is created automatically if not exists on InfluxDB
With Python¶
If you want to run it directly with Python, first install the dependency:
Then, the minimum code to run it is (remember to put the .env file on the same folder):
from intervalsicu_to_influxdb.extractor import IntervalsToInflux
extractor = IntervalsToInflux()
extractor.all_data()
To run it, just save as app.py and run it:
Arguments¶
As the Docker way, we can pass arguments when create the extractor. For example:
Dynamic script¶
If you want to create a more dynamic script, here is a more complete example:
import argparse
from intervalsicu_to_influxdb.extractor import IntervalsToInflux
parser = argparse.ArgumentParser()
parser.add_argument("--start-date", type=str, help="Start date in format YYYY-MM-DD")
parser.add_argument("--end-date", type=str, help="End date in format YYYY-MM-DD")
parser.add_argument(
"--streams",
action="store_true",
help="Export streams for the activities",
)
parser.add_argument(
"--reset", action="store_true", help="Reset influx bucket (delete and create)"
)
args = parser.parse_args()
if args.start_date:
start_date = args.start_date
else:
start_date = None
if args.end_date:
end_date = args.end_date
else:
end_date = None
if args.streams:
streams = True
else:
streams = False
if args.reset:
reset = True
else:
reset = False
extractor = IntervalsToInflux(start_date, end_date, reset, streams)
extractor.all_data()
Then, just run the script as before, but you will can use arguments (same as the Docker section):
From source code¶
If you want to run it from source code, just clone the project, and the follow the next steps (remember to create the .env file):
Run with Docker¶
First, compile the image
And then, just run it like the Docker section above (but with the image name)
docker run --env-file PATH/TO/FILE -it --rm intervals-to-influxdb app.py [-h] [--start-date START_DATE] [--end-date END_DATE] [--streams] [--reset]
Run with Python¶
First, install dependencies from source
And then, run the script