For voc4cat, a term collection for catalysis created in NFDI4Cat, we developed a toolbox for collaboratively maintaining SKOS vocabularies on GitHub using Excel (xlsx-files) as user-friendly interface. It consists of several parts:
- voc4cat-tool (this package)
- A command-line tool to convert vocabularies from Excel to SKOS (turtle/rdf) and validate the vocabulary. Validation includes formal validation with SHACL-profiles but also additional checks. The
voc4cattool can be run locally but is also well suited for integration in CI-pipelines. It was inspired by RDFlib/VocExcel. Parts of the vocexcel code base were merged into this repository (see git history).
- A command-line tool to convert vocabularies from Excel to SKOS (turtle/rdf) and validate the vocabulary. Validation includes formal validation with SHACL-profiles but also additional checks. The
- voc4cat-template
- A github project template for managing SKOS-vocabularies using a GitHub-based workflows including automation by gh-actions.
- voc4cat-playground
- A testbed for playing with the voc4cat workflow. The playground is a test-deployment of the voc4cat-template.
- voc4cat
- A SKOS vocabulary for the catalysis disciplines that uses the voc4cat workflow for real work.
voc4cat was mainly developed to be used in gh-actions but it is also useful as a locally installed command line tool. It has the following features.
- Convert between SKOS-vocabularies in Excel/xlsx format and rdf-format (turtle) in both directions.
- Check/validate SKOS-vocabularies in rdf/turtle format with the vocpub SHACL-profile.
- Use a vocabulary-configuration file to specify for example ID ranges for each contributor.
- Check xlsx vocabulary files for errors or incorrect use of IDs (voc4cat uses pydantic for this validation)
- Generate documentation from SKOS/turtle vocabulary file using pyLODE (or ontospy)
- Express concept-hierarchies in xlsx by indentation.
- Consistently update all IRIs in the xlsx vocabulary (e.g. with new namespace or IDs)
voc4cat works on files or folders. If a folder is given all matching files are processed at once.
To start you need:
- Python (3.10 or newer)
voc4cat is platform independent and should work at least on windows, linux and mac.
If you just want to use the command line interface it is strongly suggested to use pipx for the installation. pipx makes installing and managing python command line application very easy.
pipx install voc4cat
Alternatively you can pip-install voc4cat like any other Python package.
To install including all development tools use pip install .[dev] for just the test tools pip install .[tests]. For tests we use pytest.
The available commands and options can be explored via the help system:
voc4cat --help (or simply voc4cat)
which lists all available sub commands. These have their own help, for example:
voc4cat transform --help
To create a new vocabulary use the voc4cat-adjusted template from the templates subfolder.
For starting you can use simple temporary IRIs like (ex:my_term) for your concepts.
With voc4cat you can later replace these later by different namespaces and/or different numeric IDs.
The files used below to demonstrate some commands can be found in the example folder of the repository.
For expressing hierarchies in SKOS ("broader"/"narrower") voc4cat offers two options. One way is to enter a list of children IRIs (in sheet "Concepts"). However, filling the Children URI columns with lists of IRIs can be tedious. Therefore, voc4cat offers a second easier way to express hierarchies between concepts and that is by indentation. voc4Cat understands Excel-indentation (the default) but can also work with other indentation formats (e.g. 3 spaces per level). To switch between the two representations, use the transform sub-command. For example, use
voc4cat transform --from-indent --outdir outbox example/photocatalysis_example_indented_prelim-IDs.xlsx
or if you were using 3 spaces per level (This file does not yet exist.)
voc4cat transform --from-indent --indent " " --inplace outbox outbox\photocatalysis_example_prelim-IDs.xlsx
to convert to ChildrenURI-hierarchy. To create such a file convert for example from ChildrenURI-hierarchy to indentation by
voc4cat transform --to-indent --indent " " --outdir outbox example/photocatalysis_example_prelim-IDs.xlsx
As mentioned above, you can replace all IDs belonging to a given prefix (here temp) by numeric IDs e.g. starting from 1001:
voc4cat transform --make-ids temp 1001 --outdir outbox example/photocatalysis_example_prelim-IDs.xlsx
This will consistently update all IRIs matching the temp:-prefix in the sheets "Concepts", "Additional Concept Features" and "Collections".
Finally, the vocabulary file can be converted from xlsx to SKOS/turtle format.
voc4cat convert example/photocatalysis_example.xlsx
A turtle file photocatalysis_example.ttl is created in the same directory where the xlsx-file is located.
The reverse is also possible. You can create an xlsx file from a turtle vocabulary file. Optionally a custom XLSX-template-file can be specified for this conversion:
voc4cat convert -O outbox --template templates/voc4cat_template_043.xlsx example/photocatalysis_example.ttl
In addition to transform and convert voc4cat offers checking and validation under the sub-command check and documentation generation under docs.
See the command line help for details.
We highly appreciate your feedback. Please create an issue on GitHub.
If you plan to contribute code, we suggest to also create an issue first to get early feedback on your ideas before you spend too much time.
By contributing you agree that your contributions fall under the project´s BSD-3-Clause license.
This work was funded by the German Research Foundation (DFG) through the project "NFDI4Cat - NFDI for Catalysis-Related Sciences" (DFG project no. 441926934), within the National Research Data Infrastructure (NFDI) programme of the Joint Science Conference (GWK).
This project uses the vocpub SHACL profile, which is licensed under the Creative Commons Attribution 4.0 International License (CC-BY 4.0). The original work was created by Nicholas J. Car. A copy of the license can be found at: https://creativecommons.org/licenses/by/4.0/. Changes were made to the original work for this project.