13 KiB
Linux build
This guide details how to build CARLA from source on Linux. There are two parts. Part one details system requirements and installations of required software, and part two details how to actually build and run CARLA.
The build process is long (4 hours or more) and involves several kinds of software. It is highly recommended to read through the guide fully before starting.
If you come across errors or difficulties then have a look at the F.A.Q. page which offers solutions for the most common complications. Alternatively, use the CARLA forum to post any queries you may have.
Part One: Prerequisites
System requirements
- Ubuntu 18.04. CARLA provides support for previous Ubuntu versions up to 16.04. However proper compilers are needed for Unreal Engine to work properly. Dependencies for Ubuntu 18.04 and previous versions are listed separatedly below. Make sure to install the ones corresponding to your system.
- 130 GB disk space. Carla will take around 31 GB and Unreal Engine will take around 91 GB so have about 130 GB free to account for both of these plus additional minor software installations.
- An adequate GPU. CARLA aims for realistic simulations, so the server needs at least a 6 GB GPU although 8 GB is recommended. A dedicated GPU is highly recommended for machine learning.
- Two TCP ports and good internet connection. 2000 and 2001 by default. Make sure that these ports are not blocked by firewalls or any other applications.
!!! Warning If you are upgrading from CARLA 0.9.12 to 0.9.13: you must first upgrade the CARLA fork of the UE4 engine to the latest version. See the Unreal Engine section for details on upgrading UE4
Software requirements
CARLA requires many different kinds of software to run. Some are built during the CARLA build process itself, such as Boost.Python. Others are binaries that should be installed before starting the build (cmake, clang, different versions of Python, etc.). To install these requirements, run the following commands:
sudo apt-get update &&
sudo apt-get install wget software-properties-common &&
sudo add-apt-repository ppa:ubuntu-toolchain-r/test &&
wget -O - https://apt.llvm.org/llvm-snapshot.gpg.key|sudo apt-key add - &&
sudo apt-add-repository "deb http://apt.llvm.org/xenial/ llvm-toolchain-xenial-8 main" &&
sudo apt-get update
!!! Warning The following commands depend on your Ubuntu version. Make sure to choose accordingly.
Ubuntu 18.04.
sudo apt-get install build-essential clang-8 lld-8 g++-7 cmake ninja-build libvulkan1 python python-pip python-dev python3-dev python3-pip libpng-dev libtiff5-dev libjpeg-dev tzdata sed curl unzip autoconf libtool rsync libxml2-dev git
Previous Ubuntu versions.
sudo apt-get install build-essential clang-8 lld-8 g++-7 cmake ninja-build libvulkan1 python python-pip python-dev python3-dev python3-pip libpng16-dev libtiff5-dev libjpeg-dev tzdata sed curl unzip autoconf libtool rsync libxml2-dev git
All Ubuntu systems.
To avoid compatibility issues between Unreal Engine and the CARLA dependencies, use the same compiler version and C++ runtime library to compile everything. The CARLA team uses clang-8 and LLVM's libc++. Change the default clang version to compile Unreal Engine and the CARLA dependencies.
sudo update-alternatives --install /usr/bin/clang++ clang++ /usr/lib/llvm-8/bin/clang++ 180 &&
sudo update-alternatives --install /usr/bin/clang clang /usr/lib/llvm-8/bin/clang 180
Starting with CARLA 0.9.12, users have the option to install the CARLA Python API using pip
or pip3
. Version 20.3 or higher is required. To check if you have a suitable version, run the following command:
# For Python 3
pip3 -V
# For Python 2
pip -V
If you need to upgrade:
# For Python 3
pip3 install --upgrade pip
# For Python 2
pip install --upgrade pip
You must install the following Python dependencies:
pip install --user setuptools &&
pip3 install --user -Iv setuptools==47.3.1 &&
pip install --user distro &&
pip3 install --user distro &&
pip install --user wheel &&
pip3 install --user wheel auditwheel
Unreal Engine
Starting with version 0.9.12, CARLA uses a modified fork of Unreal Engine 4.26. This fork contains patches specific to CARLA.
Be aware that to download this fork of Unreal Engine, you need to have a GitHub account linked to Unreal Engine's account. If you don't have this set up, please follow this guide before going any further.
1. Clone the content for CARLA's fork of Unreal Engine 4.26 to your local computer:
git clone --depth 1 -b carla https://github.com/CarlaUnreal/UnrealEngine.git ~/UnrealEngine_4.26
2. Navigate into the directory where you cloned the repository:
cd ~/UnrealEngine_4.26
3. Make the build. This may take an hour or two depending on your system.
./Setup.sh && ./GenerateProjectFiles.sh && make
4. Open the Editor to check that Unreal Engine has been installed properly.
cd ~/UnrealEngine_4.26/Engine/Binaries/Linux && ./UE4Editor
Part Two: Build CARLA
!!! Note
Downloading aria2 with sudo apt-get install aria2
will speed up the following commands.
Clone the CARLA repository
The button above will take you to the official repository of the project. Either download from there and extract it locally or clone it using the following command: git clone https://github.com/carla-simulator/carla
!!! Note
The master
branch contains the current release of CARLA with the latest fixes and features. Previous CARLA versions are tagged with the version name. Always remember to check the current branch in git with the command git branch
.
Get assets
You will need to download the latest assets to work with the current version of CARLA. We provide a script to automate this process. To use the script, run the following command in the CARLA root folder:
./Update.sh
The assets will be downloaded and extracted to the appropriate location.
!!! Important To download the assets currently in development, visit Update CARLA and read Get development assets.
To download the assets for a specific version of CARLA:
- From the root CARLA directory, navigate to
\Util\ContentVersions.txt
. This document contains the links to the assets for all CARLA releases. - Extract the assets in
Unreal\CarlaUE4\Content\Carla
. If the path doesn't exist, create it. - Extract the file with a command similar to the following:
tar -xvzf <assets_file_name>.tar.gz.tar -C C:\path\to\carla\Unreal\CarlaUE4\Content\Carla
Set Unreal Engine environment variable
For CARLA to find the correct installation of Unreal Engine, we need to set the CARLA environment variable.
To set the variable for this session only:
export UE4_ROOT=~/UnrealEngine_4.26
To set the variable so it persists across sessions:
1. Open ~/.bashrc
or ./profile
.
gedit ~/.bashrc
# or
gedit ~/.profile
2. Add the following line to the bottom of the file:
export UE4_ROOT=~/UnrealEngine_4.26
3. Save the file and reset the terminal.
Build CARLA
This section outlines the commands to build CARLA. All commands should be run in the root CARLA folder.
There are two parts to the build process for CARLA, compiling the client and compiling the server.
!!! Warning
Make sure to run make PythonAPI
to prepare the client and make launch
for the server.
Alternatively make LibCarla
will prepare the CARLA library to be imported anywhere.
1. Compile the Python API client:
The Python API client grants control over the simulation. Compilation of the Python API client is required the first time you build CARLA and again after you perform any updates. After the client is compiled, you will be able to run scripts to interact with the simulation.
The following command compiles the Python API client:
make PythonAPI
Optionally, to compile the PythonAPI for a specific version of Python, run the below command in the root CARLA directory.
# Delete versions as required
make PythonAPI ARGS="--python-version=2.7, 3.6, 3.7, 3.8"
The CARLA client library will be built in two distinct, mutually exclusive forms. This gives users the freedom to choose which form they prefer to run the CARLA client code. The two forms include .egg
files and .whl
files. Choose one of the following options below to use the client library:
A. .egg
file
The
.egg
file does not need to be installed. All of CARLA's example scripts automatically look for this file when importing CARLA.
If you previously installed a CARLA
.whl
, the.whl
will take precedence over an.egg
file.
B. .whl
file
The
.whl
file should be installed usingpip
orpip3
:
# Python 3
pip3 install <path/to/wheel>.whl
# Python 2
pip install <path/to/wheel>.whl
This
.whl
file cannot be distributed as it is built specifically for your OS.
!!! Warning
Issues can arise through the use of different methods to install the CARLA client library and having different versions of CARLA on your system. It is recommended to use virtual environments when installing the .whl
and to uninstall any previously installed client libraries before installing new ones.
2. Compile the server:
The following command compiles and launches Unreal Engine. Run this command each time you want to launch the server or use the Unreal Engine editor:
make launch
The project may ask to build other instances such as UE4Editor-Carla.dll
the first time. Agree in order to open the project. During the first launch, the editor may show warnings regarding shaders and mesh distance fields. These take some time to be loaded and the map will not show properly until then.
3. Start the simulation:
Press Play to start the server simulation. The camera can be moved with WASD
keys and rotated by clicking the scene while moving the mouse around.
Test the simulator using the example scripts inside PythonAPI\examples
. With the simulator running, open a new terminal for each script and run the following commands to spawn some life into the town and create a weather cycle:
# Terminal A
cd PythonAPI/examples
python3 -m pip install -r requirements.txt
python3 generate_traffic.py
# Terminal B
cd PythonAPI/examples
python3 dynamic_weather.py
!!! Important
If the simulation is running at a very low FPS rate, go to Edit -> Editor preferences -> Performance
in the Unreal Engine editor and disable Use less CPU when in background
.
Other make commands
There are more make
commands that you may find useful. Find them in the table below:
Command | Description |
---|---|
make help |
Prints all available commands. |
make launch |
Launches CARLA server in Editor window. |
make PythonAPI |
Builds the CARLA client. |
make LibCarla |
Prepares the CARLA library to be imported anywhere. |
make package |
Builds CARLA and creates a packaged version for distribution. |
make clean |
Deletes all the binaries and temporals generated by the build system. |
make rebuild |
make clean and make launch both in one command. |
Read the F.A.Q. page or post in the CARLA forum for any issues regarding this guide.
Up next, learn how to update the CARLA build or take your first steps in the simulation, and learn some core concepts.