-
Notifications
You must be signed in to change notification settings - Fork 6
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
2 changed files
with
94 additions
and
15 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,60 +1,138 @@ | ||
# Fairly | ||
A package to create, publish and download research datasets. | ||
# fairly | ||
A package to create, publish and clone research datasets. | ||
|
||
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) | ||
|
||
|
||
## Installation | ||
|
||
*Fairly* requires Python 3.8 or later, and it can be installed directly using PIP. | ||
*fairly* requires Python 3.8 or later, and it can be installed directly using PIP. | ||
|
||
```shell | ||
pip install fairly | ||
``` | ||
|
||
### Installing from Source | ||
### Installing from source | ||
|
||
1. Clone or download the [source code](https://github.com/ITC-CRIB/fairly): | ||
|
||
1. Clone or download the [source code](https://github.com/ITC-CRIB/JupyterFAIR): | ||
|
||
```shell | ||
git clone https://github.com/ITC-CRIB/fairly.git | ||
``` | ||
|
||
2. Go to the root directory: | ||
|
||
```shell | ||
cd fairly/ | ||
``` | ||
|
||
3. Compile and install using PIP: | ||
|
||
|
||
```shell | ||
pip install . | ||
``` | ||
|
||
## Usage | ||
|
||
Basic example to create a local research dataset and deposit it to a repository: | ||
|
||
```python | ||
import fairly | ||
# Initialize a local dataset | ||
dataset = fairly.init_dataset('/path/dataset') | ||
# Set metadata | ||
dataset.metadata['license'] = 'MIT' | ||
dataset.set_metadata( | ||
title='My dataset', | ||
keywords=['FAIR', 'research', 'data'], | ||
authors=[ | ||
'0000-0002-0156-185X', | ||
{'name': 'John', 'surname': 'Doe'} | ||
] | ||
) | ||
# Add data files | ||
dataset.includes.extend([ | ||
'README.txt', | ||
'*.csv', | ||
'train/*.jpg' | ||
]) | ||
# Save dataset | ||
dataset.save() | ||
# Upload to a data repository | ||
remote_dataset = dataset.upload('zenodo') | ||
``` | ||
|
||
Currently, the package only supports the [Zenodo](https://zenodo.org/) and [4TU.ResearchDAata](https://data.4tu.nl/) repositories. For more details and examples, consult the [package documentation](https://jupyterfair.readthedocs.io/en/latest/package/installation.html). | ||
Basic example to access a remote dataset and store it locally: | ||
|
||
```python | ||
import fairly | ||
# Open a remote dataset | ||
dataset = fairly.dataset('doi:10.4121/21588096.v1') | ||
# Get dataset information | ||
dataset.id | ||
>>> {'id': '21588096', 'version': '1'} | ||
dataset.url | ||
>>> 'https://data.4tu.nl/articles/dataset/.../21588096/1' | ||
dataset.size | ||
>>> 33339 | ||
len(dataset.files) | ||
>>> 6 | ||
dataset.metadata | ||
>>> Metadata({'keywords': ['Earthquakes', 'precursor', ...], ...}) | ||
# Update metadata | ||
dataset.metadata['keywords'] = ['Landslides', 'precursor'] | ||
dataset.save() | ||
# Store dataset to a local directory (i.e. clone dataset) | ||
local_dataset = dataset.store('/path/dataset') | ||
``` | ||
|
||
Currently, the package supports the following research data management platforms: | ||
|
||
- [Zenodo](https://zenodo.org/) | ||
- [Figshare](https://figshare.com/) | ||
- [Djehuty](https://github.com/4TUResearchData/djehuty/) | ||
|
||
All research data repositories based on the listed platforms are supported. | ||
|
||
For more details and examples, consult the [package documentation](https://jupyterfair.readthedocs.io/en/latest/package/installation.html). | ||
|
||
|
||
## Testing | ||
|
||
Unit tests can be run by using `pytest` command in the root directory. | ||
|
||
|
||
## Contributions | ||
|
||
Read the [guidelines](CONTRIBUTING.md) to know how you can be part of this open source project. | ||
|
||
|
||
## Citation | ||
|
||
Please cite this software using as follows: | ||
|
||
*Girgin, S., Garcia Alvarez, M., & Urra Llanusa, J. Fairly [Computer software]* | ||
*Girgin, S., Garcia Alvarez, M., & Urra Llanusa, J., fairly: a package to create, publish and clone research datasets [Computer software]* | ||
|
||
|
||
## Acknowledgements | ||
|
||
- [NWO Open Science Fund](https://www.nwo.nl/en/researchprogrammes/open-science/open-science-fund/) | ||
This research is funded by the [Dutch Research Council (NWO) Open Science Fund](https://www.nwo.nl/en/researchprogrammes/open-science/open-science-fund/), File No. 203.001.114. | ||
|
||
Project members: | ||
|
||
- [Center of Expertise in Big Geodata Science, University of Twente, Faculty ITC](https://itc.nl/big-geodata/) | ||
- [Digital Competence Centre, TU Delft](https://dcc.tudelft.nl/) | ||
- [4TU.ResearchData](https://data.4tu.nl/) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters