| Deep-dive into AppLauncher |
| ========================== |
|
|
| .. currentmodule:: isaaclab |
|
|
| In this tutorial, we will dive into the :class:`app.AppLauncher` class to configure the simulator using |
| CLI arguments and environment variables (envars). Particularly, we will demonstrate how to use |
| :class:`~app.AppLauncher` to enable livestreaming and configure the :class:`isaacsim.simulation_app.SimulationApp` |
| instance it wraps, while also allowing user-provided options. |
|
|
| The :class:`~app.AppLauncher` is a wrapper for :class:`~isaacsim.simulation_app.SimulationApp` to simplify |
| its configuration. The :class:`~isaacsim.simulation_app.SimulationApp` has many extensions that must be |
| loaded to enable different capabilities, and some of these extensions are order- and inter-dependent. |
| Additionally, there are startup options such as ``headless`` which must be set at instantiation time, |
| and which have an implied relationship with some extensions, e.g. the livestreaming extensions. |
| The :class:`~app.AppLauncher` presents an interface that can handle these extensions and startup |
| options in a portable manner across a variety of use cases. To achieve this, we offer CLI and envar |
| flags which can be merged with user-defined CLI args, while passing forward arguments intended |
| for :class:`~isaacsim.simulation_app.SimulationApp`. |
|
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|
|
| The Code |
| -------- |
|
|
| The tutorial corresponds to the ``launch_app.py`` script in the |
| ``scripts/tutorials/00_sim`` directory. |
|
|
| .. dropdown:: Code for launch_app.py |
| :icon: code |
|
|
| .. literalinclude:: ../../../../scripts/tutorials/00_sim/launch_app.py |
| :language: python |
| :emphasize-lines: 18-40 |
| :linenos: |
|
|
| The Code Explained |
| ------------------ |
|
|
| Adding arguments to the argparser |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
|
|
| :class:`~app.AppLauncher` is designed to be compatible with custom CLI args that users need for |
| their own scripts, while still providing a portable CLI interface. |
|
|
| In this tutorial, a standard :class:`argparse.ArgumentParser` is instantiated and given the |
| script-specific ``--size`` argument, as well as the arguments ``--height`` and ``--width``. |
| The latter are ingested by :class:`~isaacsim.simulation_app.SimulationApp`. |
|
|
| The argument ``--size`` is not used by :class:`~app.AppLauncher`, but will merge seamlessly |
| with the :class:`~app.AppLauncher` interface. In-script arguments can be merged with the |
| :class:`~app.AppLauncher` interface via the :meth:`~app.AppLauncher.add_app_launcher_args` method, |
| which will return a modified :class:`~argparse.ArgumentParser` with the :class:`~app.AppLauncher` |
| arguments appended. This can then be processed into an :class:`argparse.Namespace` using the |
| standard :meth:`argparse.ArgumentParser.parse_args` method and passed directly to |
| :class:`~app.AppLauncher` for instantiation. |
|
|
| .. literalinclude:: ../../../../scripts/tutorials/00_sim/launch_app.py |
| :language: python |
| :start-at: import argparse |
| :end-at: simulation_app = app_launcher.app |
|
|
| The above only illustrates only one of several ways of passing arguments to :class:`~app.AppLauncher`. |
| Please consult its documentation page to see further options. |
|
|
| Understanding the output of --help |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
|
|
| While executing the script, we can pass the ``--help`` argument and see the combined outputs of the |
| custom arguments and those from :class:`~app.AppLauncher`. |
|
|
| .. code-block:: console |
|
|
| ./isaaclab.sh -p scripts/tutorials/00_sim/launch_app.py --help |
|
|
| [INFO] Using python from: /isaac-sim/python.sh |
| [INFO][AppLauncher]: The argument 'width' will be used to configure the SimulationApp. |
| [INFO][AppLauncher]: The argument 'height' will be used to configure the SimulationApp. |
| usage: launch_app.py [-h] [--size SIZE] [--width WIDTH] [--height HEIGHT] [--headless] [--livestream {0,1,2}] |
| [--enable_cameras] [--verbose] [--experience EXPERIENCE] |
|
|
| Tutorial on running IsaacSim via the AppLauncher. |
|
|
| options: |
| -h, --help show this help message and exit |
| --size SIZE Side-length of cuboid |
| --width WIDTH Width of the viewport and generated images. Defaults to 1280 |
| --height HEIGHT Height of the viewport and generated images. Defaults to 720 |
|
|
| app_launcher arguments: |
| --headless Force display off at all times. |
| --livestream {0,1,2} |
| Force enable livestreaming. Mapping corresponds to that for the "LIVESTREAM" environment variable. |
| --enable_cameras Enable cameras when running without a GUI. |
| --verbose Enable verbose terminal logging from the SimulationApp. |
| --experience EXPERIENCE |
| The experience file to load when launching the SimulationApp. |
|
|
| * If an empty string is provided, the experience file is determined based on the headless flag. |
| * If a relative path is provided, it is resolved relative to the `apps` folder in Isaac Sim and |
| Isaac Lab (in that order). |
|
|
| This readout details the ``--size``, ``--height``, and ``--width`` arguments defined in the script directly, |
| as well as the :class:`~app.AppLauncher` arguments. |
|
|
| The ``[INFO]`` messages preceding the help output also reads out which of these arguments are going |
| to be interpreted as arguments to the :class:`~isaacsim.simulation_app.SimulationApp` instance which the |
| :class:`~app.AppLauncher` class wraps. In this case, it is ``--height`` and ``--width``. These |
| are classified as such because they match the name and type of an argument which can be processed |
| by :class:`~isaacsim.simulation_app.SimulationApp`. Please refer to the `specification`_ for such arguments |
| for more examples. |
|
|
| Using environment variables |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
|
|
| As noted in the help message, the :class:`~app.AppLauncher` arguments (``--livestream``, ``--headless``) |
| have corresponding environment variables (envar) as well. These are detailed in :mod:`isaaclab.app` |
| documentation. Providing any of these arguments through CLI is equivalent to running the script in a shell |
| environment where the corresponding envar is set. |
|
|
| The support for :class:`~app.AppLauncher` envars are simply a convenience to provide session-persistent |
| configurations, and can be set in the user's ``${HOME}/.bashrc`` for persistent settings between sessions. |
| In the case where these arguments are provided from the CLI, they will override their corresponding envar, |
| as we will demonstrate later in this tutorial. |
|
|
| These arguments can be used with any script that starts the simulation using :class:`~app.AppLauncher`, |
| with one exception, ``--enable_cameras``. This setting sets the rendering pipeline to use the |
| offscreen renderer. However, this setting is only compatible with the :class:`isaaclab.sim.SimulationContext`. |
| It will not work with Isaac Sim's :class:`isaacsim.core.api.simulation_context.SimulationContext` class. |
| For more information on this flag, please see the :class:`~app.AppLauncher` API documentation. |
|
|
|
|
| The Code Execution |
| ------------------ |
|
|
| We will now run the example script: |
|
|
| .. code-block:: console |
|
|
| LIVESTREAM=2 ./isaaclab.sh -p scripts/tutorials/00_sim/launch_app.py --size 0.5 |
|
|
| This will spawn a 0.5m\ :sup:`3` volume cuboid in the simulation. No GUI will appear, equivalent |
| to if we had passed the ``--headless`` flag because headlessness is implied by our ``LIVESTREAM`` |
| envar. If a visualization is desired, we could get one via Isaac's `WebRTC Livestreaming`_. Streaming |
| is currently the only supported method of visualization from within the container. The |
| process can be killed by pressing ``Ctrl+C`` in the launching terminal. |
|
|
| .. figure:: ../../_static/tutorials/tutorial_launch_app.jpg |
| :align: center |
| :figwidth: 100% |
| :alt: result of launch_app.py |
|
|
| Now, let's look at how :class:`~app.AppLauncher` handles conflicting commands: |
|
|
| .. code-block:: console |
|
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| LIVESTREAM=0 ./isaaclab.sh -p scripts/tutorials/00_sim/launch_app.py --size 0.5 --livestream 2 |
|
|
| This will cause the same behavior as in the previous run, because although we have set ``LIVESTREAM=0`` |
| in our envars, CLI args such as ``--livestream`` take precedence in determining behavior. The process can |
| be killed by pressing ``Ctrl+C`` in the launching terminal. |
|
|
| Finally, we will examine passing arguments to :class:`~isaacsim.simulation_app.SimulationApp` through |
| :class:`~app.AppLauncher`: |
|
|
| .. code-block:: console |
|
|
| LIVESTREAM=2 ./isaaclab.sh -p scripts/tutorials/00_sim/launch_app.py --size 0.5 --width 1920 --height 1080 |
|
|
| This will cause the same behavior as before, but now the viewport will be rendered at 1920x1080p resolution. |
| This can be useful when we want to gather high-resolution video, or we can specify a lower resolution if we |
| want our simulation to be more performant. The process can be killed by pressing ``Ctrl+C`` in the launching |
| terminal. |
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|
|
| .. _specification: https://docs.isaacsim.omniverse.nvidia.com/latest/py/source/extensions/isaacsim.simulation_app/docs/index.html#isaacsim.simulation_app.SimulationApp.DEFAULT_LAUNCHER_CONFIG |
| .. _WebRTC Livestreaming: https://docs.isaacsim.omniverse.nvidia.com/latest/installation/manual_livestream_clients.html#isaac-sim-short-webrtc-streaming-client |
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