A package to extract data from intervals.icu to influxDB
Project description
Intervals.icu to InfluxDB
Intervalsicu-to-influxdb is a personal project to extract 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 (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=
With Python
If you want to run it directly with Python, first install the dependency:
pip install intervalsicu-to-influxdb
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:
python app.py
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
extractor = IntervalsToInflux(start_date="2023-01-01")
extractor = IntervalsToInflux(streams=True)
extractor = IntervalsToInflux(start_date="2023-01-01", end_date="2023-05-01")
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):
python app.py [-h] [--start-date START_DATE] [--end-date END_DATE] [--streams] [--reset]
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
docker build --tag intervals-to-influxdb .
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
pip install .
And then, run the script
python app.py [-h] [--start-date START_DATE] [--end-date END_DATE] [--streams] [--reset]
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