| comments: true | |
| description: Explore various utility functions in ultralytics.data.explorer.utils including schema definitions, batch sanitization, and query results plotting. | |
| keywords: Ultralytics, data explorer, utils, schema, sanitize batch, plot query results, SQL query, machine learning | |
| # Reference for `ultralytics/data/explorer/utils.py` | |
| !!! Note | |
| This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/explorer/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/explorer/utils.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/data/explorer/utils.py) 🛠️. Thank you 🙏! | |
| <br> | |
| ## ::: ultralytics.data.explorer.utils.get_table_schema | |
| <br><br><hr><br> | |
| ## ::: ultralytics.data.explorer.utils.get_sim_index_schema | |
| <br><br><hr><br> | |
| ## ::: ultralytics.data.explorer.utils.sanitize_batch | |
| <br><br><hr><br> | |
| ## ::: ultralytics.data.explorer.utils.plot_query_result | |
| <br><br><hr><br> | |
| ## ::: ultralytics.data.explorer.utils.prompt_sql_query | |
| <br><br> | |