arctix

arctix

Overview

The arctix package consists of functionalities to prepare dataset of asynchronous time series. It is design to make dataset preparation reusable and reproducible. For each dataset, arctix provides 3 main functions:

• fetch_data to load the raw data are loaded in a polars.DataFrame. When possible, it downloads automatically the data.
• prepare_data to prepare the data. It outputs the prepared data in polars.DataFrame, and the metadata.
• to_array to convert the prepared data to a dictionary of numpy arrays.

For example, it is possible to use the following lines to download and prepare the MultiTHUMOS data.

>>> from pathlib import Path
>>> from arctix.dataset.multithumos import fetch_data, prepare_data, to_array
>>> dataset_path = Path("/path/to/dataset/multithumos")
>>> data_raw = fetch_data(dataset_path)  # doctest: +SKIP
>>> data, metadata = prepare_data(data_raw)  # doctest: +SKIP
>>> arrays = to_array(data)  # doctest: +SKIP

• Documentation
• Installation
• Contributing
• API stability
• License

Documentation

• latest (stable): documentation from the latest stable release.
• main (unstable): documentation associated to the main branch of the repo. This documentation may contain a lot of work-in-progress/outdated/missing parts.

Installation

We highly recommend installing a virtual environment. arctix can be installed from pip using the following command:

pip install arctix

To make the package as slim as possible, only the minimal packages required to use arctix are installed. To include all the packages, you can use the following command:

pip install arctix[all]

Please check the get started page to see how to install only some specific packages or other alternatives to install the library. The following is the corresponding karbonn versions and dependencies.

batcharray	batcharray	coola	iden	numpy	polars	python
main	>=0.1,<1.0	>=0.8.4,<1.0	">=0.1,<1.0"	>=1.22,<3.0	>=1.0,<2.0	>=3.9,<3.14
0.0.8	>=0.1,<1.0	>=0.8.4,<1.0	">=0.1,<1.0"	>=1.22,<3.0	>=1.0,<2.0	>=3.9,<3.14
0.0.7	>=0.0.2,<1.0	>=0.3,<1.0	">=0.0.3,<1.0"	>=1.22,<3.0	>=1.0,<2.0	>=3.9,<3.13
0.0.6	>=0.0.2,<0.1	>=0.3,<1.0	">=0.0.3,<1.0"	>=1.22,<2.0	>=0.20.0,<1.0	>=3.9,<3.13
0.0.5	>=0.0.2,<0.1	>=0.3,<1.0	">=0.0.3,<1.0"	>=1.22,<2.0	>=0.20.0,<1.0	>=3.9,<3.13
0.0.4	>=0.0.2,<0.1	>=0.3,<1.0	">=0.0.3,<1.0"	>=1.22,<2.0	>=0.20.0,<1.0	>=3.9,<3.13
0.0.3	>=0.0.2,<0.1	>=0.3,<1.0	">=0.0.3,<1.0"	>=1.22,<2.0	>=0.20.0,<1.0	>=3.9,<3.13

Contributing

Please check the instructions in CONTRIBUTING.md.

API stability

:warning: While arctix is in development stage, no API is guaranteed to be stable from one release to the next. In fact, it is very likely that the API will change multiple times before a stable 1.0.0 release. In practice, this means that upgrading arctix to a new version will possibly break any code that was using the old version of arctix.

License

arctix is licensed under BSD 3-Clause "New" or "Revised" license available in LICENSE file.