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Strudel

Detecting structure in verbose CSV files via classifying lines and cells.

Getting Started

Installing

  • This project is implemented in Python 3.7.7.
  • Use the following command to download all required libraries for Python:
pip install -r requirements.txt
  • We recommend to install the required libraries in a separated virtual environment.

Executing program

  • Use the following script to run the Strudel program:
python run_strudel.py

The following arguments can be used for the above script:

  • -d: training dataset

  • -t: test dataset. If not given, the program does cross-validation on the training dataset

  • -f: dataset path

  • -o: output path

  • Results are stored in a csv file.

Version History

  • 0.1
    • Initial Release

License

This project is licensed under the Apache License 2.0 License - see the LICENSE.md file for details

Acknowledgments

Contact

Please contact Lan Jiang if you have any questions or want to report bugs.

Reference

If you find this repository useful in your work, please cite our EDBT'21 paper:

@inproceedings{jiang2021structure,
  title={Structure Detection in Verbose CSV Files.},
  author={Jiang, Lan and Vitagliano, Gerardo and Naumann, Felix},
  booktitle={EDBT},
  pages={193--204},
  year={2021}
}