ConstructTraining / isaaclab.bat
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@echo off
setlocal EnableExtensions EnableDelayedExpansion
rem Copyright (c) 2022-2025, The Isaac Lab Project Developers.
rem All rights reserved.
rem
rem SPDX-License-Identifier: BSD-3-Clause
rem Configurations
set "ISAACLAB_PATH=%~dp0"
goto main
rem Helper functions
rem extract Isaac Sim directory
:extract_isaacsim_path
rem Use the sym-link path to Isaac Sim directory
set isaac_path=%ISAACLAB_PATH%\_isaac_sim
rem Check if directory exists
if not exist "%isaac_path%" (
rem Find the Python executable
call :extract_python_exe
rem retrieve the isaacsim path from the installed package
set "isaac_path="
for /f "delims=" %%i in ('!python_exe! -c "import isaacsim; import os; print(os.environ['ISAAC_PATH'])"') do (
if not defined isaac_path (
set "isaac_path=%%i"
)
)
)
rem Check if the directory exists
if not exist "%isaac_path%" (
echo [ERROR] Unable to find the Isaac Sim directory: %isaac_path%
echo %tab%This could be due to the following reasons:
echo %tab%1. Conda environment with Isaac Sim pip package is not activated.
echo %tab%2. Isaac Sim directory is not available at the default path: %ISAACLAB_PATH%\_isaac_sim
exit /b 1
)
goto :eof
rem --- Ensure CUDA PyTorch helper ------------------------------------------
:ensure_cuda_torch
rem expects: !python_exe! set by :extract_python_exe
setlocal EnableExtensions EnableDelayedExpansion
set "TORCH_VER=2.7.0"
set "TV_VER=0.22.0"
set "CUDA_TAG=cu128"
set "PYTORCH_INDEX=https://download.pytorch.org/whl/%CUDA_TAG%"
rem Do we already have torch?
call "!python_exe!" -m pip show torch >nul 2>&1
if errorlevel 1 (
echo [INFO] Installing PyTorch !TORCH_VER! with CUDA !CUDA_TAG!...
call "!python_exe!" -m pip install "torch==!TORCH_VER!" "torchvision==!TV_VER!" --index-url "!PYTORCH_INDEX!"
) else (
for /f "tokens=2" %%V in ('"!python_exe!" -m pip show torch ^| findstr /B /C:"Version:"') do set "TORCH_CUR=%%V"
echo [INFO] Found PyTorch version !TORCH_CUR!.
if /I not "!TORCH_CUR!"=="!TORCH_VER!+!CUDA_TAG!" (
echo [INFO] Replacing PyTorch !TORCH_CUR! -> !TORCH_VER!+!CUDA_TAG!...
call "!python_exe!" -m pip uninstall -y torch torchvision torchaudio >nul 2>&1
call "!python_exe!" -m pip install "torch==!TORCH_VER!" "torchvision==!TV_VER!" --index-url "!PYTORCH_INDEX!"
) else (
echo [INFO] PyTorch !TORCH_VER!+!CUDA_TAG! already installed.
)
)
endlocal & exit /b 0
rem -----------------------------------------------------------------------
rem Returns success (exit code 0) if Isaac Sim's version starts with "4.5"
rem -----------------------------------------------------------------------
:is_isaacsim_version_4_5
rem make sure we have %python_exe%
call :extract_python_exe
rem 1) try to locate the VERSION file via the kit install
for /f "delims=" %%V in ('!python_exe! -c "import isaacsim,os;print(os.path.abspath(os.path.join(os.path.dirname(isaacsim.__file__), os.pardir, os.pardir, 'VERSION')))"') do set "VERSION_PATH=%%V"
if exist "!VERSION_PATH!" (
for /f "usebackq delims=" %%L in ("!VERSION_PATH!") do set "ISAACSIM_VER=%%L"
) else (
rem 2) fallback to importlib.metadata if no VERSION file
for /f "delims=" %%L in ('!python_exe! -c "from importlib.metadata import version;print(version(''isaacsim''))"') do set "ISAACSIM_VER=%%L"
)
rem Clean up the version string (remove any trailing whitespace or newlines)
set "ISAACSIM_VER=!ISAACSIM_VER: =!"
rem Use string comparison instead of findstr for more reliable matching
if "!ISAACSIM_VER:~0,3!"=="4.5" (
exit /b 0
) else (
exit /b 1
)
goto :eof
rem extract the python from isaacsim
:extract_python_exe
rem check if using conda
if not "%CONDA_PREFIX%"=="" (
rem use conda python
set python_exe=%CONDA_PREFIX%\python.exe
) else (
rem use kit python
set python_exe=%ISAACLAB_PATH%\_isaac_sim\python.bat
)
rem check for if isaac sim was installed to system python
if not exist "%python_exe%" (
set "python_exe="
python -m pip show isaacsim-rl > nul 2>&1
if %ERRORLEVEL% equ 0 (
for /f "delims=" %%i in ('where python') do (
if not defined python_exe (
set "python_exe=%%i"
)
)
)
)
if not exist "%python_exe%" (
echo [ERROR] Unable to find any Python executable at path: %python_exe%
echo %tab%This could be due to the following reasons:
echo %tab%1. Conda environment is not activated.
echo %tab%2. Python executable is not available at the default path: %ISAACLAB_PATH%\_isaac_sim\python.bat
exit /b 1
)
goto :eof
rem extract the simulator exe from isaacsim
:extract_isaacsim_exe
call :extract_python_exe
call !python_exe! -m pip show isaacsim-rl > nul 2>&1
if errorlevel 1 (
rem obtain isaacsim path
call :extract_isaacsim_path
rem python executable to use
set isaacsim_exe=!isaac_path!\isaac-sim.bat
) else (
rem if isaac sim installed from pip
set isaacsim_exe=isaacsim isaacsim.exp.full
)
rem check if there is a python path available
if not exist "%isaacsim_exe%" (
echo [ERROR] No isaac-sim executable found at path: %isaacsim_exe%
exit /b 1
)
goto :eof
rem check if input directory is a python extension and install the module
:install_isaaclab_extension
echo %ext_folder%
rem retrieve the python executable
call :extract_python_exe
rem if the directory contains setup.py then install the python module
if exist "%ext_folder%\setup.py" (
echo module: %ext_folder%
call !python_exe! -m pip install --editable %ext_folder%
)
goto :eof
rem setup anaconda environment for Isaac Lab
:setup_conda_env
rem get environment name from input
set env_name=%conda_env_name%
rem check if conda is installed
where conda >nul 2>nul
if errorlevel 1 (
echo [ERROR] Conda could not be found. Please install conda and try again.
exit /b 1
)
rem check if _isaac_sim symlink exists and isaacsim-rl is not installed via pip
if not exist "%ISAACLAB_PATH%\_isaac_sim" (
python -m pip list | findstr /C:"isaacsim-rl" >nul
if errorlevel 1 (
echo [WARNING] _isaac_sim symlink not found at %ISAACLAB_PATH%\_isaac_sim
echo This warning can be ignored if you plan to install Isaac Sim via pip.
echo If you are using a binary installation of Isaac Sim, please ensure the symlink is created before setting up the conda environment.
)
)
rem check if the environment exists
call conda env list | findstr /c:"%env_name%" >nul
if %errorlevel% equ 0 (
echo [INFO] Conda environment named '%env_name%' already exists.
) else (
echo [INFO] Creating conda environment named '%env_name%'...
echo [INFO] Installing dependencies from %ISAACLAB_PATH%\environment.yml
rem ————————————————————————————————
rem patch Python version if needed, but back up first
rem ————————————————————————————————
copy "%ISAACLAB_PATH%environment.yml" "%ISAACLAB_PATH%environment.yml.bak" >nul
call :is_isaacsim_version_4_5
if !ERRORLEVEL! EQU 0 (
echo [INFO] Detected Isaac Sim 4.5 --^> forcing python=3.10
rem Use findstr to replace the python version line
(
for /f "delims=" %%L in ('type "%ISAACLAB_PATH%environment.yml"') do (
set "line=%%L"
set "line=!line: =!"
if "!line:~0,15!"=="-python=3.11" (
echo - python=3.10
) else (
echo %%L
)
)
) > "%ISAACLAB_PATH%environment.yml.tmp"
rem Replace the original file with the modified version
move /y "%ISAACLAB_PATH%environment.yml.tmp" "%ISAACLAB_PATH%environment.yml" >nul
) else (
echo [INFO] Isaac Sim ^>=5.0, installing python=3.11
)
call conda env create -y --file %ISAACLAB_PATH%\environment.yml -n %env_name%
)
rem cache current paths for later
set "cache_pythonpath=%PYTHONPATH%"
set "cache_ld_library_path=%LD_LIBRARY_PATH%"
rem clear any existing files
echo %CONDA_PREFIX%
del "%CONDA_PREFIX%\etc\conda\activate.d\setenv.bat" 2>nul
del "%CONDA_PREFIX%\etc\conda\deactivate.d\unsetenv.bat" 2>nul
rem activate the environment
call conda activate %env_name%
rem setup directories to load isaac-sim variables
mkdir "%CONDA_PREFIX%\etc\conda\activate.d" 2>nul
mkdir "%CONDA_PREFIX%\etc\conda\deactivate.d" 2>nul
rem obtain isaacsim path
call :extract_isaacsim_path
if exist "%isaac_path%" (
rem add variables to environment during activation
(
echo @echo off
echo rem for isaac-sim
echo set "RESOURCE_NAME=IsaacSim"
echo set CARB_APP_PATH=!isaac_path!\kit
echo set EXP_PATH=!isaac_path!\apps
echo set ISAAC_PATH=!isaac_path!
echo set PYTHONPATH=%PYTHONPATH%;!isaac_path!\site
echo.
echo rem for isaac-lab
echo doskey isaaclab=isaaclab.bat $*
) > "%CONDA_PREFIX%\etc\conda\activate.d\env_vars.bat"
(
echo $env:CARB_APP_PATH="!isaac_path!\kit"
echo $env:EXP_PATH="!isaac_path!\apps"
echo $env:ISAAC_PATH="!isaac_path!"
echo $env:PYTHONPATH="%PYTHONPATH%;!isaac_path!\site"
echo $env:RESOURCE_NAME="IsaacSim"
) > "%CONDA_PREFIX%\etc\conda\activate.d\env_vars.ps1"
) else (
rem assume isaac sim will be installed from pip
rem add variables to environment during activation
(
echo @echo off
echo rem for isaac-sim
echo set "RESOURCE_NAME=IsaacSim"
echo.
echo rem for isaac-lab
echo doskey isaaclab=isaaclab.bat $*
) > "%CONDA_PREFIX%\etc\conda\activate.d\env_vars.bat"
(
echo $env:RESOURCE_NAME="IsaacSim"
) > "%CONDA_PREFIX%\etc\conda\activate.d\env_vars.ps1"
)
rem reactivate the environment to load the variables
call conda activate %env_name%
rem remove variables from environment during deactivation
(
echo @echo off
echo rem for isaac-sim
echo set "CARB_APP_PATH="
echo set "EXP_PATH="
echo set "ISAAC_PATH="
echo set "RESOURCE_NAME="
echo.
echo rem for isaac-lab
echo doskey isaaclab =
echo.
echo rem restore paths
echo set "PYTHONPATH=%cache_pythonpath%"
echo set "LD_LIBRARY_PATH=%cache_ld_library_path%"
) > "%CONDA_PREFIX%\etc\conda\deactivate.d\unsetenv_vars.bat"
(
echo $env:RESOURCE_NAME=""
echo $env:PYTHONPATH="%cache_pythonpath%"
echo $env:LD_LIBRARY_PATH="%cache_pythonpath%"
) > "%CONDA_PREFIX%\etc\conda\deactivate.d\unsetenv_vars.ps1"
rem deactivate the environment
call conda deactivate
rem add information to the user about alias
echo [INFO] Added 'isaaclab' alias to conda environment for 'isaaclab.bat' script.
echo [INFO] Created conda environment named '%env_name%'.
echo.
echo 1. To activate the environment, run: conda activate %env_name%
echo 2. To install Isaac Lab extensions, run: isaaclab -i
echo 3. To perform formatting, run: isaaclab -f
echo 4. To deactivate the environment, run: conda deactivate
echo.
goto :eof
rem Update the vscode settings from template and Isaac Sim settings
:update_vscode_settings
echo [INFO] Setting up vscode settings...
rem Retrieve the python executable
call :extract_python_exe
rem Path to setup_vscode.py
set "setup_vscode_script=%ISAACLAB_PATH%\.vscode\tools\setup_vscode.py"
rem Check if the file exists before attempting to run it
if exist "%setup_vscode_script%" (
call !python_exe! "%setup_vscode_script%"
) else (
echo [WARNING] setup_vscode.py not found. Aborting vscode settings setup.
)
goto :eof
rem Print the usage description
:print_help
echo.
echo usage: %~nx0 [-h] [-i] [-f] [-p] [-s] [-v] [-d] [-n] [-c] -- Utility to manage extensions in Isaac Lab.
echo.
echo optional arguments:
echo -h, --help Display the help content.
echo -i, --install [LIB] Install the extensions inside Isaac Lab and learning frameworks as extra dependencies. Default is 'all'.
echo -f, --format Run pre-commit to format the code and check lints.
echo -p, --python Run the python executable (python.bat) provided by Isaac Sim.
echo -s, --sim Run the simulator executable (isaac-sim.bat) provided by Isaac Sim.
echo -t, --test Run all python pytest tests.
echo -v, --vscode Generate the VSCode settings file from template.
echo -d, --docs Build the documentation from source using sphinx.
echo -n, --new Create a new external project or internal task from template.
echo -c, --conda [NAME] Create the conda environment for Isaac Lab. Default name is 'env_isaaclab'.
echo.
goto :eof
rem Main
:main
rem check argument provided
if "%~1"=="" (
echo [Error] No arguments provided.
call :print_help
exit /b 1
)
rem pass the arguments
:loop
if "%~1"=="" goto :end
set "arg=%~1"
rem read the key
if "%arg%"=="-i" (
rem install the python packages in isaaclab/source directory
echo [INFO] Installing extensions inside the Isaac Lab repository...
call :extract_python_exe
rem check if pytorch is installed and its version
rem install pytorch with cuda 12.8 for blackwell support
call :ensure_cuda_torch
for /d %%d in ("%ISAACLAB_PATH%\source\*") do (
set ext_folder="%%d"
call :install_isaaclab_extension
)
rem install the python packages for supported reinforcement learning frameworks
echo [INFO] Installing extra requirements such as learning frameworks...
if "%~2"=="" (
echo [INFO] Installing all rl-frameworks.
set framework_name=all
) else if "%~2"=="none" (
echo [INFO] No rl-framework will be installed.
set framework_name=none
shift
) else (
echo [INFO] Installing rl-framework: %2.
set framework_name=%2
shift
)
rem install the rl-frameworks specified
call !python_exe! -m pip install -e %ISAACLAB_PATH%\source\isaaclab_rl[!framework_name!]
rem in rare case if some packages or flaky setup override default torch installation, ensure right torch is
rem installed again
call :ensure_cuda_torch
rem update the vscode settings
rem once we have a docker container, we need to disable vscode settings
call :update_vscode_settings
shift
shift
) else if "%arg%"=="--install" (
rem install the python packages in source directory
echo [INFO] Installing extensions inside the Isaac Lab repository...
call :extract_python_exe
rem check if pytorch is installed and its version
rem install pytorch with cuda 12.8 for blackwell support
call :ensure_cuda_torch
for /d %%d in ("%ISAACLAB_PATH%\source\*") do (
set ext_folder="%%d"
call :install_isaaclab_extension
)
rem install the python packages for supported reinforcement learning frameworks
echo [INFO] Installing extra requirements such as learning frameworks...
if "%~2"=="" (
echo [INFO] Installing all rl-frameworks.
set framework_name=all
) else if "%~2"=="none" (
echo [INFO] No rl-framework will be installed.
set framework_name=none
shift
) else (
echo [INFO] Installing rl-framework: %2.
set framework_name=%2
shift
)
rem install the rl-frameworks specified
call !python_exe! -m pip install -e %ISAACLAB_PATH%\source\isaaclab_rl[!framework_name!]
rem in rare case if some packages or flaky setup override default torch installation, ensure right torch is
rem installed again
call :ensure_cuda_torch
rem update the vscode settings
rem once we have a docker container, we need to disable vscode settings
call :update_vscode_settings
shift
) else if "%arg%"=="-c" (
rem use default name if not provided
if not "%~2"=="" (
echo [INFO] Using conda environment name: %2
set conda_env_name=%2
shift
) else (
echo [INFO] Using default conda environment name: env_isaaclab
set conda_env_name=env_isaaclab
)
call :setup_conda_env %conda_env_name%
shift
) else if "%arg%"=="--conda" (
rem use default name if not provided
if not "%~2"=="" (
echo [INFO] Using conda environment name: %2
set conda_env_name=%2
shift
) else (
echo [INFO] Using default conda environment name: env_isaaclab
set conda_env_name=env_isaaclab
)
call :setup_conda_env %conda_env_name%
shift
) else if "%arg%"=="-f" (
rem reset the python path to avoid conflicts with pre-commit
rem this is needed because the pre-commit hooks are installed in a separate virtual environment
rem and it uses the system python to run the hooks
if not "%CONDA_DEFAULT_ENV%"=="" (
set cache_pythonpath=%PYTHONPATH%
set PYTHONPATH=
)
rem run the formatter over the repository
rem check if pre-commit is installed
pip show pre-commit > nul 2>&1
if errorlevel 1 (
echo [INFO] Installing pre-commit...
pip install pre-commit
)
rem always execute inside the Isaac Lab directory
echo [INFO] Formatting the repository...
pushd %ISAACLAB_PATH%
call python -m pre_commit run --all-files
popd >nul
rem set the python path back to the original value
if not "%CONDA_DEFAULT_ENV%"=="" (
set PYTHONPATH=%cache_pythonpath%
)
goto :end
) else if "%arg%"=="--format" (
rem reset the python path to avoid conflicts with pre-commit
rem this is needed because the pre-commit hooks are installed in a separate virtual environment
rem and it uses the system python to run the hooks
if not "%CONDA_DEFAULT_ENV%"=="" (
set cache_pythonpath=%PYTHONPATH%
set PYTHONPATH=
)
rem run the formatter over the repository
rem check if pre-commit is installed
pip show pre-commit > nul 2>&1
if errorlevel 1 (
echo [INFO] Installing pre-commit...
pip install pre-commit
)
rem always execute inside the Isaac Lab directory
echo [INFO] Formatting the repository...
pushd %ISAACLAB_PATH%
call python -m pre_commit run --all-files
popd >nul
rem set the python path back to the original value
if not "%CONDA_DEFAULT_ENV%"=="" (
set PYTHONPATH=%cache_pythonpath%
)
goto :end
) else if "%arg%"=="-p" (
rem run the python provided by Isaac Sim
call :extract_python_exe
echo [INFO] Using python from: !python_exe!
REM Loop through all arguments - mimic shift
for /f "tokens=1,* delims= " %%a in ("%*") do (
set "allArgs=%%b"
)
call !python_exe! !allArgs!
goto :end
) else if "%arg%"=="--python" (
rem run the python provided by Isaac Sim
call :extract_python_exe
echo [INFO] Using python from: !python_exe!
REM Loop through all arguments - mimic shift
for /f "tokens=1,* delims= " %%a in ("%*") do (
set "allArgs=%%b"
)
call !python_exe! !allArgs!
goto :end
) else if "%arg%"=="-s" (
rem run the simulator exe provided by isaacsim
call :extract_isaacsim_exe
echo [INFO] Running isaac-sim from: !isaacsim_exe!
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
!isaacsim_exe! --ext-folder %ISAACLAB_PATH%\source !allArgs!
goto :end
) else if "%arg%"=="--sim" (
rem run the simulator exe provided by Isaac Sim
call :extract_isaacsim_exe
echo [INFO] Running isaac-sim from: !isaacsim_exe!
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
!isaacsim_exe! --ext-folder %ISAACLAB_PATH%\source !allArgs!
goto :end
) else if "%arg%"=="-n" (
rem run the template generator script
call :extract_python_exe
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
echo [INFO] Installing template dependencies...
call !python_exe! -m pip install -q -r tools\template\requirements.txt
echo.
echo [INFO] Running template generator...
echo.
call !python_exe! tools\template\cli.py !allArgs!
goto :end
) else if "%arg%"=="--new" (
rem run the template generator script
call :extract_python_exe
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
echo [INFO] Installing template dependencies...
call !python_exe! -m pip install -q -r tools\template\requirements.txt
echo.
echo [INFO] Running template generator...
echo.
call !python_exe! tools\template\cli.py !allArgs!
goto :end
) else if "%arg%"=="-t" (
rem run the python provided by Isaac Sim
call :extract_python_exe
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
call !python_exe! -m pytest tools !allArgs!
goto :end
) else if "%arg%"=="--test" (
rem run the python provided by Isaac Sim
call :extract_python_exe
set "allArgs="
for %%a in (%*) do (
REM Append each argument to the variable, skip the first one
if defined skip (
set "allArgs=!allArgs! %%a"
) else (
set "skip=1"
)
)
call !python_exe! -m pytest tools !allArgs!
goto :end
) else if "%arg%"=="-v" (
rem update the vscode settings
call :update_vscode_settings
shift
goto :end
) else if "%arg%"=="--vscode" (
rem update the vscode settings
call :update_vscode_settings
shift
goto :end
) else if "%arg%"=="-d" (
rem build the documentation
echo [INFO] Building documentation...
call :extract_python_exe
pushd %ISAACLAB_PATH%\docs
call !python_exe! -m pip install -r requirements.txt >nul
call !python_exe! -m sphinx -b html -d _build\doctrees . _build\html
echo [INFO] To open documentation on default browser, run:
echo xdg-open "%ISAACLAB_PATH%\docs\_build\html\index.html"
popd >nul
shift
goto :end
) else if "%arg%"=="--docs" (
rem build the documentation
echo [INFO] Building documentation...
call :extract_python_exe
pushd %ISAACLAB_PATH%\docs
call !python_exe! -m pip install -r requirements.txt >nul
call !python_exe! -m sphinx -b html -d _build\doctrees . _build\current
echo [INFO] To open documentation on default browser, run:
echo xdg-open "%ISAACLAB_PATH%\docs\_build\current\index.html"
popd >nul
shift
goto :end
) else if "%arg%"=="-h" (
call :print_help
goto :end
) else if "%arg%"=="--help" (
call :print_help
goto :end
) else (
echo Invalid argument provided: %arg%
call :print_help
exit /b 1
)
goto loop
:end
exit /b 0