Skip to main content

play_launch

Resolve, run, and analyze ROS 2 launch executions with resource monitoring and interactive management.

Watch the demo

Upgrading? CHANGELOG.md lists the breaking changes — 0.9.0 has several, and a few of them change behaviour rather than erroring.

Installation

Requires Ubuntu 22.04+ with ROS 2 (Humble or Jazzy), Python 3.10+, and:

sudo apt install libz3-dev
sudo apt install ros-${ROS_DISTRO}-rclcpp-components ros-${ROS_DISTRO}-class-loader

Install from PyPI:

pip install play_launch

This installs the play_launch command, which carries the whole surface: launch, run, up, resolve, dump, check, plot, contract, context, setcap, verify.

Optional: grant the helper binaries the capabilities they need for per-process I/O monitoring and non-root RT scheduling (requires sudo):

play_launch setcap

This enables per-process I/O monitoring and non-root RT scheduling (--sched): play_launch setcap grants CAP_SYS_PTRACE to the I/O helper and CAP_SYS_NICE to the RT helper — both are small ROS-free binaries. The main play_launch binary is never given a file capability — that would put it in secure-execution mode and stop it finding its ROS libraries.

See the Real-Time Scheduling Guide for the scheduling spec format and how it maps onto processes, threads, and the kernel.

Quick Start

Launch any ROS 2 package with monitoring and Web UI enabled by default:

play_launch launch demo_nodes_cpp topics/talker_listener.launch.py

Access Web UI at http://127.0.0.1:8080 for real-time node management and log streaming.

The Rust parser is used by default for speed. For maximum compatibility, use --parser python.

Usage

Launch Files

Replace ros2 launch with play_launch launch:

play_launch launch <package> <launch_file> [arguments...]

Single Nodes

Replace ros2 run with play_launch run:

play_launch run <package> <executable> [arguments...]

Two-Step Workflow

Resolve once, bring the system up as often as you like:

# Resolve once — writes system_model.yaml
play_launch dump launch <package> <launch_file> [arguments...]

# Bring it up, as often as you like
play_launch up system_model.yaml

up takes the model path positionally or as --model <path>; it is required either way, since the model is the only thing up spawns from.

Features

All features enabled by default:

  • Resource monitoring: CPU, memory, I/O, GPU (2s interval)
  • Diagnostic monitoring: the /diagnostics topic (add more via diagnostics.topics)
  • Web UI: Interactive management at http://127.0.0.1:8080
  • Container isolation: Composable nodes run in isolated processes via fork+exec (default)

Disable Features

Disable specific features:

play_launch launch <package> <launch_file> --disable-monitoring
play_launch launch <package> <launch_file> --disable-diagnostics
play_launch launch <package> <launch_file> --disable-web-ui
play_launch launch <package> <launch_file> --disable-all

Container Mode

Control how composable nodes are managed (default: isolated):

# Isolated: fork+exec per-node process isolation (default)
play_launch launch <pkg> <file> --container-mode isolated

# Observable: ComponentEvent publishing, shared process
play_launch launch <pkg> <file> --container-mode observable

# Stock: use original container from launch file, no override
play_launch launch <pkg> <file> --container-mode stock

Adjust Monitoring

Change sampling interval (default: 2000ms):

play_launch launch <package> <launch_file> --monitor-interval-ms 500

Configure Web UI

Change address or port (default: 127.0.0.1:8080):

play_launch launch <package> <launch_file> --web-addr 0.0.0.0:8080

Configuration File

Use YAML for advanced control:

# config.yaml
monitoring:
  enabled: true
  sample_interval_ms: 2000

processes:
  - node_pattern: "NODE 'rclcpp_components/component_container*"
    cpu_affinity: [0, 1]
    nice: 5

Apply configuration:

play_launch launch <package> <launch_file> --config config.yaml
play_launch up system_model.yaml --config config.yaml

Visualization

Generate interactive plots from monitoring data:

# Plot latest execution
play_launch plot

# Plot specific log directory
play_launch plot --log-dir play_log/2025-10-28_16-17-56

# Plot specific metrics
play_launch plot --metrics cpu --metrics memory

# List available metrics
play_launch plot --list-metrics

Output saved to play_log/<timestamp>/plot/:

  • cpu_timeline.html - CPU usage over time
  • memory_timeline.html - Memory usage over time
  • io_timeline.html - I/O read/write rates
  • cpu_distribution.html - CPU distribution box plot
  • memory_distribution.html - Memory distribution box plot
  • statistics.txt - Top 10 rankings for all metrics

Web UI Features

  • Node management: Start/Stop/Restart individual or all nodes
  • Container controls: Load/Unload composable nodes
  • Real-time logs: Stream stdout/stderr with log level coloring and filtering
  • Diagnostics panel: View /diagnostics messages with level filtering
  • Status monitoring: Color-coded node states
  • Auto-restart: Per-node automatic restart configuration
  • Search & filter: Find nodes in large deployments

Output Structure

play_log/<timestamp>/
├── node/<node_name>/
│   ├── metadata.json
│   ├── metrics.csv       # Resource metrics (when enabled)
│   ├── out/err           # Process logs
│   ├── pid/status/cmdline
│   └── params_files/     # ROS parameter files
├── load_node/<name>/
│   └── out/err           # Per-composable-node logs (isolated mode)
├── system_stats.csv      # System-wide metrics
├── diagnostics.csv       # Diagnostic messages (when enabled)
└── plot/                 # Generated visualizations

Command Reference

# Launch (all features enabled by default)
play_launch launch <package> <launch_file> [args...]
play_launch run <package> <executable> [args...]

# Dump and up (dump emits the SystemModel by default — one artifact)
play_launch dump launch <package> <launch_file> [args...]
play_launch up system_model.yaml            # or: play_launch up --model system_model.yaml

# Parser selection (Rust is default)
play_launch launch <pkg> <file> --parser rust     # Default, fast
play_launch launch <pkg> <file> --parser python   # Maximum compatibility

# Container mode
play_launch launch <pkg> <file> --container-mode isolated    # Default
play_launch launch <pkg> <file> --container-mode observable
play_launch launch <pkg> <file> --container-mode stock

# Disable features
play_launch launch <pkg> <file> --disable-monitoring
play_launch launch <pkg> <file> --disable-diagnostics
play_launch launch <pkg> <file> --disable-web-ui
play_launch launch <pkg> <file> --disable-all
play_launch launch <pkg> <file> --disable-respawn

# Enable only specific features
play_launch launch <pkg> <file> --enable monitoring
play_launch launch <pkg> <file> --enable web-ui --enable diagnostics

# Adjust settings
play_launch launch <pkg> <file> --monitor-interval-ms 500
play_launch launch <pkg> <file> --web-addr 0.0.0.0:8080
play_launch launch <pkg> <file> --config config.yaml

# Logging
play_launch launch <pkg> <file> --verbose              # Enable INFO level
RUST_LOG=play_launch=debug play_launch launch <pkg> <file>  # DEBUG level

# Visualization
play_launch plot
play_launch plot --log-dir <dir>
play_launch plot --metrics cpu --metrics memory --metrics io --metrics gpu
play_launch plot --list-metrics

Development

Prerequisites

  • ROS 2 (Humble on Ubuntu 22.04, Jazzy on 24.04)
  • Rust toolchain (stable)
  • Python 3.10+
  • just command runner
  • cargo-nextest test runner
  • uv Python package manager

Install Dependencies

just install-deps

This installs colcon-cargo-ros2 and runs rosdep install for all ROS dependencies.

Build

just build          # Full build: colcon + interception .so + wheel
just build-cpp      # C++ only (msgs + container)
just build-rust     # Rust only (assumes C++ install/ exists)
just build-wheel    # Bundle + wheel only (no colcon rebuild)

Optional: grant the I/O helper its monitoring capability and the RT helper its scheduling capability (requires sudo). After this, RT scheduling (--sched) works without root:

play_launch setcap

Re-run it after every rebuild or upgrade. A file capability is bound to the exact contents of a binary, so replacing that binary drops it — deliberately, since carrying privilege across a change would grant it to code nobody vetted. play_launch says so when it happens, naming the grant it is replacing rather than telling you to run a command you already ran.

(A just setcap recipe also exists. It is a DEVELOPER convenience that avoids the password prompt via a throwaway container, it needs a source checkout, and it does not work under rootless Docker. play_launch setcap is the supported path.)

Run

just run launch <package> <launch_file> [arguments...]
just run run <package> <executable> [arguments...]

Test

just test               # Parser unit + fast integration (~3s)
just test-all           # Parser unit + all integration (~30s)
just test-unit          # Parser unit tests only
just test-integration   # All integration tests
just test-autoware      # Autoware integration tests

Code Quality

just check      # clippy + rustfmt + ruff + cpplint + clang-format
just format     # Auto-format Rust + Python + C++
just quality    # Format then check

Install Wheel Locally

just install-wheel

License

MIT License. See LICENSE.txt.

Metadata

Release files for play-launch 0.13.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for play-launch 0.13.0
File Interpreter ABI Platform
play_launch-0.13.0-py3-none-manylinux_2_35_x86_64.whl Python 3 none Linux glibc 2.35+ x86-64 Details
play_launch-0.13.0-py3-none-manylinux_2_35_aarch64.whl Python 3 none Linux glibc 2.35+ ARM64 Details

Total release size: 24.8 MB

Release files / play_launch-0.13.0-py3-none-manylinux_2_35_x86_64.whl

Download URL play_launch-0.13.0-py3-none-manylinux_2_35_x86_64.whl
Size 12.9 MB
Tags Linux glibc 2.35+ x86-64 Python 3
SHA-256 checksum
How to use checksums
78b2cf2833db49077cfdfcb5d7cd9d9345db939142e9db7c8f3424731e880855
BLAKE2b-256 checksum
How to use checksums
cf09d4612b3ca1f6020d578ad9ecbc85866bb86354635b7140717b9cff71c4a8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / play_launch-0.13.0-py3-none-manylinux_2_35_aarch64.whl

Download URL play_launch-0.13.0-py3-none-manylinux_2_35_aarch64.whl
Size 11.9 MB
Tags Linux glibc 2.35+ ARM64 Python 3
SHA-256 checksum
How to use checksums
c9c7b20b8a8b9ad5113b0246ccb534e218467db2b50b985a43acd8d27eb7fe26
BLAKE2b-256 checksum
How to use checksums
1262d6a09c7a4985086a04de93f6ba5422584cbbab767fa547dea7897041e4e4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Security for play-launch 0.13.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for play_launch-0.13.0-py3-none-manylinux_2_35_x86_64.whl

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Release history Release notifications | RSS feed

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page