Parse any file obtained from a bike computer to a csv file.
This packages supports the following file extensions: .fit, .FIT, .pwx and .tcx.
The package might also work for converting files from other workout types (e.g. running, swimming) to csv, but has not been tested yet for this purpose. Feel free to do so and raise issues!
The package is available under pypi:
pip install bike2csv
This code unzips .gz files, then converts this unzipped (.fit, .FIT, .pwx or .tcx) file to a .csv file. The code is designed such that all different file extensions are converted to similar csv files (e.g. the same column names). This makes it easier for analyzing and merging the files later.
If your exported files have a .gz format, you can run the sample script underneath to unzip your files and convert them to csv.
import os
from bike2csv.converter import Converter
root = 'data/'
person = 'Albert Einstein'
path = dict(_path_zip = os.path.join(root, 'export', person), # where your .fit.gz files are saved
_path_fit = os.path.join(root, 'fit', person), # where your .fit files will be saved
_path_csv = os.path.join(root, 'csv', person)) # where the .csv files will be saved
converter = Converter(**path)
for file in converter.files:
converter.convert(file)If your exported files are not zipped anymore, you can run the following sample script to convert your files to csv. Note that the only difference is whether you give _path_zip to the Converter class. If you do not give it a _path_zip, it simply assumes your files are already unzipped.
import os
from bike2csv.converter import Converter
root = 'data/'
person = 'Albert Einstein'
path = dict(_path_fit = os.path.join(root, 'fit', person), # where your .fit files are be saved
_path_csv = os.path.join(root, 'csv', person)) # where the .csv files will be saved
converter = Converter(**path)
for file in converter.files:
converter.convert(file)You can of course adjust the script as you please.
A sample script can also be found under bin/run.py.
If you are running into problems, feel welcome to contact the author (evanweenen@ethz.ch).
To read fit files in python, this package makes use of the fitparse package © David Cooper, Carey Metcalfe, 2021.
This code is © E. van Weenen, 2022, and it is made available under the MIT license enclosed with the software.
Over and above the legal restrictions imposed by this license, if you use this software for an academic publication then you are obliged to provide proper attribution.
E. van Weenen. bike2csv: Convert files from a bike computer to CSV, v0.1 (2022). github.com/evavanweenen/bike2csv.