# Unity Project Data Extractor

This directory contains a suite of Python scripts designed to extract and process data from a Unity project in various levels of detail.

## Core Scripts

There are three main executable scripts:

1.  `extract_high_level.py`: Generates a top-down summary of the project, including project settings, package manifests, and GUID-to-asset path mappings.
2.  `extract_mid_level.py`: Creates a virtual representation of the project's `Assets` directory. It converts scenes and prefabs into JSON files representing the GameObject hierarchy and copies all C# scripts.
3.  `extract_low_level.py`: Performs a deep-dive extraction, creating a detailed JSON file for *every single GameObject* in each scene and prefab.

## How to Run

All scripts are designed to be run from the root directory of the Unity project. They require a Python virtual environment with `ruamel.yaml` installed.

### Prerequisites

Activate the virtual environment:
```bash
source venv/bin/activate
```

### Execution

Each script accepts two command-line arguments:
*   `--input`: The root directory of the Unity project (e.g., `.`).
*   `--output`: The directory where the generated output folder will be saved.

**Example:**

To run the high-level extractor and save the output to a folder named `MyOutput`:
```bash
python3 Assets/LLM/source/extract_high_level.py --input . --output ./MyOutput
```

To run the mid-level extractor:
```bash
python3 Assets/LLM/source/extract_mid_level.py --input . --output ./MyOutput
```

To run the low-level extractor:
```bash
python3 Assets/LLM/source/extract_low_level.py --input . --output ./MyOutput
```

## Utility Modules

The core logic is contained in the `utils/` subdirectory:
-   `yaml_utils.py`: Handles the complexities of parsing Unity's custom YAML format.
-   `file_utils.py`: Provides helper functions for file system operations like finding files.
-   `virtual_tree_builder.py`: Builds the nested GameObject hierarchy for the mid-level extractor.
-   `deep_parser.py`: Contains the logic for the deep, flat-list parsing used by the low-level extractor.
-   `json_reducer.py`: An unused utility for reducing the size of JSON objects.