|
| 1 | +# Datenbiene |
| 2 | + |
| 3 | +**Datenbiene** (data bee) is a versatile and powerful data collection tool |
| 4 | +designed for multi-modal scientific studies. It facilitates the collection of |
| 5 | +data from multiple modalities on different acquisition systems, offering |
| 6 | +flexibility and efficiency in managing research data directly after acquisition. |
| 7 | + |
| 8 | + |
| 9 | +## Features |
| 10 | + |
| 11 | +* Collects data from various sources and modalities / acquisition devices. |
| 12 | +* Provides easy configuration through Excel and JSON files. |
| 13 | +* Utilizes Jinja2 templates for dynamic placeholders in Excel cells. |
| 14 | +* Extensible with custom sources, sinks, and checkers. |
| 15 | + |
| 16 | + |
| 17 | +## Installation |
| 18 | + |
| 19 | +Ensure you have Python 3 installed. You can install the required packages using |
| 20 | +the `requirements.txt` file in a virtual environment: |
| 21 | + |
| 22 | +1. Create a Python virtual environment and activate it: |
| 23 | + |
| 24 | + ```sh |
| 25 | + python -m venv env |
| 26 | + source env/bin/activate # On Windows use `env\Scripts\activate` |
| 27 | + ``` |
| 28 | + |
| 29 | +2. Install the dependencies using pip: |
| 30 | + |
| 31 | + ```sh |
| 32 | + pip install -r requirements.txt |
| 33 | + ``` |
| 34 | + |
| 35 | +3. Modify settings and secrets in `config.py` according to your setup. |
| 36 | + |
| 37 | + |
| 38 | +## Usage |
| 39 | + |
| 40 | +To use Datenbiene, you need to provide an Excel file containing the |
| 41 | +configuration for sources, checkers, and sinks, along with an optional JSON file |
| 42 | +for key-value pairs. |
| 43 | + |
| 44 | +### Command-line Arguments |
| 45 | + |
| 46 | +* `-e, --excel`: Path to the Excel file containing Sources and Sinks sheets. (required) |
| 47 | +* `-j, --json`: Path to the JSON file containing key-value pairs. (required) |
| 48 | + |
| 49 | +### Example |
| 50 | + |
| 51 | +```sh |
| 52 | +python datenbiene.py -e sources-sinks.xlsx -j key-vals.json |
| 53 | +``` |
| 54 | + |
| 55 | + |
| 56 | +## Configuration |
| 57 | + |
| 58 | +The configuration Excel file should contain the following sheets: |
| 59 | + |
| 60 | +- Sources: Specifies the data sources. |
| 61 | +- Checkers: Defines data checkers (to be implemented). |
| 62 | +- Sinks: Specifies the data sinks. |
| 63 | + |
| 64 | +The JSON file should contain key-value pairs used for dynamic data processing |
| 65 | +with Jinja2 templates applied to all cells in the Excel file. |
| 66 | + |
| 67 | +### Example Excel File |
| 68 | + |
| 69 | +| Name | Source | PathPatterns | FilePatterns | AdditionalOptions | |
| 70 | +|--------|------------|---------------|--------------|-------------------| |
| 71 | +| Source | SomeSource | /path/to/data | *.csv | {"option1": "value1"} | |
| 72 | + |
| 73 | +### Example JSON File |
| 74 | + |
| 75 | +```json |
| 76 | +{ |
| 77 | + "study": "multi-modal-study-01", |
| 78 | + "subject": "ab12", |
| 79 | + "date": 20250202 |
| 80 | +} |
| 81 | +``` |
| 82 | + |
| 83 | + |
| 84 | +## Customization |
| 85 | + |
| 86 | +You can extend Datenbiene by adding custom sources, sinks, and checkers. |
| 87 | +Implement your custom classes in the `sources`, `sinks`, and `checkers` modules, |
| 88 | +respectively, and update the Excel configuration accordingly. |
| 89 | + |
| 90 | + |
| 91 | +## License |
| 92 | + |
| 93 | +Datenbiene is licensed under the GPL-3.0-only license. See LICENSE file or |
| 94 | +https://www.gnu.org/licenses/gpl-3.0.html for details. |
| 95 | + |
| 96 | + |
| 97 | +## Authors |
| 98 | + |
| 99 | +Datenbiene is developed by |
| 100 | + |
| 101 | +* Torsten Stöter ( [email protected]) |
| 102 | +* Jörg Stadler |
| 103 | +* André Brechmann |
| 104 | + |
| 105 | +all affiliated with Combinatorial NeuroImaging Core Facility at Leibniz |
| 106 | +Institute for Neurobiology Magdeburg, Germany. |
| 107 | + |
| 108 | + |
| 109 | +## Acknowledgements |
| 110 | + |
| 111 | +A special thank you goes to our colleagues Andreas Fügner, Anke Michalsky and |
| 112 | +Renate Blobel-Lüer for their continued support in testing and valuable feedback |
| 113 | +for improving the Datenbiene software. |
| 114 | + |
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