5. Datasets¶
datasets
provides some toy datasets to play with.
5.1. FIT files¶
There is a couple of FIT files which can be loaded using the function
datasets.load_fit
:
>>> from sksports.datasets import load_fit
>>> from sksports.io import bikeread
>>> print('The filename of the FIT file is \n {}'.format(load_fit()[0]))
The filename of the FIT file is
/home/lemaitre/Documents/code/toolbox/scikit-sports/sksports/datasets/data/2014-05-07-14-26-22.fit
>>> ride = bikeread(load_fit()[0]) # load the first fit file
5.1.1. Rider instance¶
To play with the rider
, we provide a rider file store in CSV. The
function datasets.load_rider
give access to this file:
>>> from sksports import Rider
>>> from sksports.datasets import load_rider
>>> rider = Rider.from_csv(load_rider())
>>> print(rider)
RIDER INFORMATION:
power-profile:
2014-05-07 12:26:22 2014-05-11 09:39:38 \
cadence 00:00:01 78.000000 100.000000
00:00:02 64.000000 89.000000
00:00:03 62.666667 68.333333
00:00:04 62.500000 59.500000
00:00:05 64.400000 63.200000
2014-07-26 16:50:56
cadence 00:00:01 60.000000
00:00:02 58.000000
00:00:03 56.333333
00:00:04 59.250000
00:00:05 61.000000