Specification and verification of ROS-based robot software
Project description
rospec
Description
rospec is a domain specification language to specify configurations of ROS components and their integration. Current approaches focus on runtime verification or require system execution to detect misconfigurations. rospec allows component writer developers to express specifications for their ROS components, while component integrators select their components and provide their configurations --- any mismatches are raised statically prior to execution. By providing a formal way to describe the expected configuration and integration of ROS components, rospec helps identify misconfigurations early in the development process, preventing costly errors during system execution.
The tool can be used to validate various aspects of ROS components configuration and integration, including but not only:
- Topic, service, and action connections between nodes;
- Parameter value constraints and dependencies;
- Component compatibility requirements.
Installation
rospec can be installed using either pip or by building from source. We recommend using a virtual environment to avoid conflicts with other Python packages.
Prerequisites
Setup
Option 1: Install from PyPI (when available)
# Create and activate a virtual environment
uv venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
# Install rospec
uv add rospec
Option 2: Install from source
-
Clone the repository:
git clone https://github.com/pcanelas/rospec.git cd rospec
-
Create a virtual environment and install dependencies:
uv venv source .venv/bin/activate # On Windows: .venv\Scripts\activate uv sync
-
Install in development mode (if you plan to contribute):
uv sync --extra dev
Usage
rospec offers a command line interface (CLI) for parsing and verifying specifications. To run the CLI, you can use the following command:
rospec --specifications path/to/your/spec.rospec
uv run pre-commit install
Or if installed in development mode:
uv run rospec --specifications path/to/your/spec.rospec
Basic Example
Here's a simple example of a rospec specification containing the specification for one component and its integration:
node type move_group_type {
param elbow_joint/max_acceleration: double where {_ >= 0};
optional param elbow_joint/max_velocity: double = 2.0;
optional param elbow_joint/has_velocity_limits: bool = false;
optional param elbow_joint/has_acceleration_limits: bool = false;
} where {
exists(elbow_joint/max_acceleration) -> elbow_joint/has_acceleration_limits;
}
system {
node instance move_group: move_group_type {
param elbow_joint/max_acceleration = 0;
param elbow_joint/max_velocity = 3.14;
param elbow_joint/has_acceleration_limits = false;
param elbow_joint/has_velocity_limits = false;
}
}
To verify this specification:
rospec --specifications examples/evaluation/detectable-364801.rospec
Development
For development setup and contribution guidelines, see CONTRIBUTING.md.
Quick Development Setup
git clone https://github.com/pcanelas/rospec.git
cd rospec
uv venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
uv sync --dev
uv run pre-commit install
Running Tests
uv run pytest -n auto
Code Formatting
uv run ruff format
uv run ruff check --fix
Authors
This project is a research project within the Software and Societal Systems Department (S3D) and the Robotics Institute at Carnegie Mellon University, and LASIGE at University of Lisbon, by:
Acknowledgements
This work was supported by Fundação para a Ciência e Tecnologia (FCT) in the LASIGE Research Unit under the ref. (UID/00408/2025 and EXPL/CCI-COM/1306/2021), and the CMU Portugal Dual PhD program (SFRH/BD/151469/2021).
Publications
The Usability Argument for ROS-based Robot Architectural Description Languages, at PLATEAU 2025.
Understanding Misconfigurations in ROS: An Empirical Study and Current Approaches, at ISSTA 2024.
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