| # Template for Isaac Lab Projects | |
| ## Overview | |
| This project/repository serves as a template for building projects or extensions based on Isaac Lab. | |
| It allows you to develop in an isolated environment, outside of the core Isaac Lab repository. | |
| **Key Features:** | |
| - `Isolation` Work outside the core Isaac Lab repository, ensuring that your development efforts remain self-contained. | |
| - `Flexibility` This template is set up to allow your code to be run as an extension in Omniverse. | |
| **Keywords:** extension, template, isaaclab | |
| ## Installation | |
| - Install Isaac Lab by following the [installation guide](https://isaac-sim.github.io/IsaacLab/main/source/setup/installation/index.html). | |
| We recommend using the conda or uv installation as it simplifies calling Python scripts from the terminal. | |
| - Clone or copy this project/repository separately from the Isaac Lab installation (i.e. outside the `IsaacLab` directory): | |
| - Using a python interpreter that has Isaac Lab installed, install the library in editable mode using: | |
| ```bash | |
| # use 'PATH_TO_isaaclab.sh|bat -p' instead of 'python' if Isaac Lab is not installed in Python venv or conda | |
| python -m pip install -e source/{{ name }} | |
| - Verify that the extension is correctly installed by: | |
| - Listing the available tasks: | |
| Note: It the task name changes, it may be necessary to update the search pattern `"Template-"` | |
| (in the `scripts/list_envs.py` file) so that it can be listed. | |
| ```bash | |
| # use 'FULL_PATH_TO_isaaclab.sh|bat -p' instead of 'python' if Isaac Lab is not installed in Python venv or conda | |
| python scripts/list_envs.py | |
| ``` | |
| - Running a task: | |
| ```bash | |
| # use 'FULL_PATH_TO_isaaclab.sh|bat -p' instead of 'python' if Isaac Lab is not installed in Python venv or conda | |
| python scripts/<RL_LIBRARY>/train.py --task=<TASK_NAME> | |
| ``` | |
| - Running a task with dummy agents: | |
| These include dummy agents that output zero or random agents. They are useful to ensure that the environments are configured correctly. | |
| - Zero-action agent | |
| ```bash | |
| # use 'FULL_PATH_TO_isaaclab.sh|bat -p' instead of 'python' if Isaac Lab is not installed in Python venv or conda | |
| python scripts/zero_agent.py --task=<TASK_NAME> | |
| ``` | |
| - Random-action agent | |
| ```bash | |
| # use 'FULL_PATH_TO_isaaclab.sh|bat -p' instead of 'python' if Isaac Lab is not installed in Python venv or conda | |
| python scripts/random_agent.py --task=<TASK_NAME> | |
| ``` | |
| ### Set up IDE (Optional) | |
| To setup the IDE, please follow these instructions: | |
| - Run VSCode Tasks, by pressing `Ctrl+Shift+P`, selecting `Tasks: Run Task` and running the `setup_python_env` in the drop down menu. | |
| When running this task, you will be prompted to add the absolute path to your Isaac Sim installation. | |
| If everything executes correctly, it should create a file .python.env in the `.vscode` directory. | |
| The file contains the python paths to all the extensions provided by Isaac Sim and Omniverse. | |
| This helps in indexing all the python modules for intelligent suggestions while writing code. | |
| ### Setup as Omniverse Extension (Optional) | |
| We provide an example UI extension that will load upon enabling your extension defined in `source/{{ name }}/{{ name }}/ui_extension_example.py`. | |
| To enable your extension, follow these steps: | |
| 1. **Add the search path of this project/repository** to the extension manager: | |
| - Navigate to the extension manager using `Window` -> `Extensions`. | |
| - Click on the **Hamburger Icon**, then go to `Settings`. | |
| - In the `Extension Search Paths`, enter the absolute path to the `source` directory of this project/repository. | |
| - If not already present, in the `Extension Search Paths`, enter the path that leads to Isaac Lab's extension directory directory (`IsaacLab/source`) | |
| - Click on the **Hamburger Icon**, then click `Refresh`. | |
| 2. **Search and enable your extension**: | |
| - Find your extension under the `Third Party` category. | |
| - Toggle it to enable your extension. | |
| ## Code formatting | |
| We have a pre-commit template to automatically format your code. | |
| To install pre-commit: | |
| ```bash | |
| pip install pre-commit | |
| ``` | |
| Then you can run pre-commit with: | |
| ```bash | |
| pre-commit run --all-files | |
| ``` | |
| ## Troubleshooting | |
| ### Pylance Missing Indexing of Extensions | |
| In some VsCode versions, the indexing of part of the extensions is missing. | |
| In this case, add the path to your extension in `.vscode/settings.json` under the key `"python.analysis.extraPaths"`. | |
| ```json | |
| { | |
| "python.analysis.extraPaths": [ | |
| "<path-to-ext-repo>/source/{{ name }}" | |
| ] | |
| } | |
| ``` | |
| ### Pylance Crash | |
| If you encounter a crash in `pylance`, it is probable that too many files are indexed and you run out of memory. | |
| A possible solution is to exclude some of omniverse packages that are not used in your project. | |
| To do so, modify `.vscode/settings.json` and comment out packages under the key `"python.analysis.extraPaths"` | |
| Some examples of packages that can likely be excluded are: | |
| ```json | |
| "<path-to-isaac-sim>/extscache/omni.anim.*" // Animation packages | |
| "<path-to-isaac-sim>/extscache/omni.kit.*" // Kit UI tools | |
| "<path-to-isaac-sim>/extscache/omni.graph.*" // Graph UI tools | |
| "<path-to-isaac-sim>/extscache/omni.services.*" // Services tools | |
| ... | |
| ``` | |