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Greptile SummaryThis PR changes the default visualization backend from Key Changes:
Documentation Update Required:
Confidence Score: 4/5
Important Files Changed
Sequence DiagramsequenceDiagram
participant App as Application
participant WebsocketVis as WebsocketVisModule.start()
participant Lock as _browser_open_lock
participant Browser as webbrowser
App->>WebsocketVis: start()
WebsocketVis->>WebsocketVis: Create server & broadcast loop
WebsocketVis->>Lock: Acquire _browser_open_lock
Lock-->>WebsocketVis: Lock acquired
alt _browser_opened == False
WebsocketVis->>Browser: open_new_tab(url)
Browser-->>Browser: Open browser tab at http://localhost:port/
WebsocketVis->>WebsocketVis: Set _browser_opened = True
else _browser_opened == True
WebsocketVis->>WebsocketVis: Skip browser opening (already opened)
end
WebsocketVis->>Lock: Release _browser_open_lock
Lock-->>WebsocketVis: Lock released
WebsocketVis->>WebsocketVis: Subscribe to LCM messages
WebsocketVis-->>App: start() returns
|
…does better memory management that OS so until rerun memory leak is fixed this is better) - Changed GlobalConfig.viewer_backend default from rerun-native to rerun-web - WebsocketVisModule now opens dashboard in browser automatically on start - Requested by Jeff
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spomichter
previously approved these changes
Jan 19, 2026
spomichter
approved these changes
Jan 19, 2026
Nabla7
added a commit
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Jan 20, 2026
* feat(sim): add MJLab G1 velocity policy profile
Introduce a 'mujoco_profile' concept allowing self-contained MuJoCo
simulation bundles (MJCF + ONNX policy + assets) to be loaded by name.
Key changes:
- GlobalConfig: new 'mujoco_profile' field (--mujoco-profile CLI flag)
- model.py: profile-scoped asset loading and bundle.json support
- mujoco_process.py: read camera names from bundle.json per profile
- policy.py: MjlabVelocityOnnxController reads joint_names,
default_joint_pos, action_scale from ONNX metadata for exact
MJLab action contract (per-joint scaling & named ordering)
- mujoco_connection.py: skip menagerie download when profile is set
- blueprints.py / rerun_init.py: gate Rerun init on rerun_enabled
Bundle added to data/.lfs/mujoco_sim.tar.gz (LFS-tracked):
data/mujoco_sim/unitree_g1_mjlab/
├── model.xml (MJLab-compiled G1 MJCF with correct actuators)
├── policy.onnx (trained velocity policy with metadata)
├── bundle.json (camera name mappings)
└── assets/ (STL meshes from MJLab asset_zoo)
Usage:
dimos --simulation \
--mujoco-profile unitree_g1_mjlab \
run unitree-g1-basic-sim
* CI code cleanup
* fix(sim): resolve meshdir/profile asset conflicts for GO2 and G1
- mujoco_process.py: only use mujoco_profile when explicitly set
(fixes GO2 accidentally being treated as a profile bundle)
- model.py: rewrite scene XML to remove meshdir/texturedir attrs
and prefix mesh/texture filenames explicitly, preventing scene
compiler settings from hijacking robot mesh resolution
* configure unitree go2 mapper to use 10 cm voxels (#1032)
* feat(sim): add MuJoCo subprocess profiler for performance debugging
Adds a built-in timing breakdown for the MuJoCo simulation subprocess.
When enabled, logs rolling averages of time spent in each component:
- physics_ms: mj_step loop
- viewer_sync_ms: MuJoCo viewer synchronization
- rgb_render_ms, depth_render_ms: camera rendering
- pcd_ms: depth-to-pointcloud + voxel downsample
- *_shm_ms: shared memory writes
- ctrl_calls, ctrl_obs_ms, ctrl_onnx_ms: policy cost breakdown
This helps diagnose performance issues (e.g. 'molasses' effect) by
showing exactly where frame time is being spent.
Usage:
# Standard G1 sim with profiler:
dimos --simulation --mujoco-profiler --mujoco-profiler-interval-s 2 run unitree-g1-basic-sim
# MJLab bundle with profiler:
dimos --simulation --mujoco-profile unitree_g1_mjlab --mujoco-profiler --mujoco-profiler-interval-s 2 run unitree-g1-basic-sim
New GlobalConfig flags:
- mujoco_profiler: bool (default False)
- mujoco_profiler_interval_s: float (default 2.0)
* pre commit
* small docs clarification (#1043)
* Fix split view on wide monitors (#1048)
* fix print to be correct URL based on rerun web or not
* make width of rerun/command center adjustable
* swap sides
* Docs: Install & Develop (#1022)
* minimal edit
* rice the readme
* grammar
* formatting
* fix examples
* change links to reduce change count
* improve wording
* wording
* remove acknowledgements
* improve the humancli example
* formatting
* Update README.md
* switch to dev branch for development
* changes for paul
* Update README.md
* fix broken link
* update broken link
* Add uv to nix and fix resulting problems (#1021)
* add uv to nix and fix resulting problems
* fix for linux
* v0.0.8 version update (#1050)
* Style changes in docs (#1051)
* capitalization
* punctuation
* more small fixes
* Revert "Add uv to nix and fix resulting problems (#1021)" (#1053)
This reverts commit 8af8f8f.
* Transport benchmarks & Raw ROS transport (#1038)
* raw rospubsub and benchmarks
* typefixes, shm added to the benchmark
* SHM is not so important to tell us every time when it starts
* greptile comments
* Add co-authorship line to commit message filter patterns
* Remove unused contextmanager import
* lcmservice correct kernel settings reintroduced
* mixin mixin resolved
* lcmservice tests fix
* macos lcm rmem fix
* feat: default to rerun-web and auto-open browser on startup (#1019)
- Changed GlobalConfig.viewer_backend default from rerun-native to rerun-web
- WebsocketVisModule now opens dashboard in browser automatically on start
- Requested by Jeff
Co-authored-by: s <pomichterstash@gmail.com>
* chore: fix indentation in blueprints ambiguity check
* CI code cleanup
* use p controller to stop oscillations on unitree go2 (#1014)
* Dynamic session providers for onnxruntime (#983)
* refactor(policy): update inference session initialization
* refactor(policy): simplify inference session provider initialization
* Log the policy directory and provider
* Perception Full Refactor and Cleanup, deprecated Manipulation AIO Pipeline and replaced with Object Scene Registration (#936)
* added rate limiting and backpressure to pointcloud publishing
CI code cleanup
updated ZED module to the same standard as realsense
CI code cleanup
fixed stash's comments
CI code cleanup
mypy fixes + comments
removed property of camera_info
should pass CI now
added detection3d pointcloud types from depth image
added yoloe support and 3D object segmentation
CI code cleanup
use yoloe-s instead for nuc
CI code cleanup
removed deprecated perception code
some pointcloud color changes
major refactor and added object class for object scene registration
CI code cleanup
refactored, added objectDB for persistent object memory
CI code cleanup
made objectDB a normal class instead of a module
CI code cleanup
revert to dev
reverted more files
CI code cleanup
completely refactored object scene registration to work natively in dimos instead of using ROS as transport. Made everything super clean and working
CI code cleanup
bug fixed + use yoloe-l by default
added yolo object exlusion list
CI code cleanup
added zed camera to the object registration demo
CI code cleanup
added image and pointclou2 fixes and as_numpy function
working promptable object scene registration
CI code cleanup
bug fixes
bug fix + remove ros imports
should not fail CI now
CI code cleanup
more CI fixes, somehow local CI did not catch
changed prompt fixed bug
CI code cleanup
reverted some changes
Cleanup very dead code and fixed mypy errors
CI code cleanup
fixed more mypy
CI code cleanup
* one last mypy fix
* added default to imagedetection2d to not set off mypy
* fixed bug and default to open vocab for detection
* mypy fixes
* fixed one last mypy error
* fixed all of Stash's comments
* should pass mypy now
* added uv lock
* sync uv.lock with dev
* fixed the last mypy error
* fixed mypy errors from source
* reverted mypy import error fixes
* fixed Ivan's comment
* fixed last of ivan's comment
* remove all to_ros_msgs stuff in this commit
* passed Ivan's detector tests
* added README for depth camera integration
* fixed last of Stash's comments
* feat(cli): type-free topic echo via /topic#pkg.Msg inference, this mi… (#988)
* feat(cli): type-free topic echo via /topic#pkg.Msg inference, this mirrors ros topic echo functionality.
- Make type_name optional in 'dimos topic echo'
- Infer message type from LCM channel suffix (e.g. /odom#nav_msgs.Odometry)
- Dynamically import dimos.msgs.<pkg> and call cls.lcm_decode(data)
- Keep existing explicit-type mode working
- Update transports.md docs
* fix(cli): use LCMPubSubBase instead of raw lcm.LCM for topic echo, my bad
* verify blueprints (#1018)
* verify blueprints
* Fix geometry msgs check failure in CI
---------
Co-authored-by: stash <pomichterstash@gmail.com>
* Experimental Streamed Temporal Memory with SpatioTemporal & Entity based RAG (#973)
* temporal memory + vlm agent + blueprints
* fixing module issue and style
* fix skill registration
* removing state functions unpickable
* inheritancefixes and memory management
* docstring for query
* microcommit: fixing memory buffer
* sharpness filter and simplified frame filtering
* CI code cleanup
* initial graph database implementation
* db implementation, working and stylized, best reply is unitree_go2_office_walk2
* type checking issues
* final edits, move into experimental, revert non-memory code edits, typechecking
* persistent db flag enabled in config
* Fix test to not run in CI due to LFS pull
* Fix CLIP filter to use dimensional clip
* Add path to temporal memory
* revert video operators
* Revert moondream
* added temporal memory docs
* Refactor move to /experimental/temporal_memory
---------
Co-authored-by: Paul Nechifor <paul@nechifor.net>
Co-authored-by: Stash Pomichter <pomichterstash@gmail.com>
Co-authored-by: shreyasrajesh0308 <shreyasrajesh0308@users.noreply.github.com>
Co-authored-by: spomichter <12108168+spomichter@users.noreply.github.com>
* Control Orchestrator - Unified Controller for multi-arm and full body controller (#970)
* archive old driver to manipulators_old for redesign
* spec.py defining minimal protocol for an arm driver
* xarm driver driver added - driver owns control thread and robot state threads also invokes rpc calls to arm specific SDK backends
* xarm SDK specific wrapper to interface with dimos RPC calls from the driver
* removed type checking for old armdriver spec from the cartesian controller
* replicated piper driver to meet the new architecture
* added mock backend
* updated all blueprints to add new arm module
* Added readme explaining new driver architecture overview
* config now parsed in backend init instead of connect method
* addded dual arm control blueprint using trajectory controller
* adding a control orchestrator for single control loop for multiple arms and joint control - added dataclasses for orchestrator and protocol for ControlTask
* hardware interface protocol that wraps specific arm SDK to work with orchestrator. Also solves namespace for multiple arm and hardware
* main orchestrator module and control loop that claims resources computes next commands, and arbitrates priority of different tasks and controllers
* added a trajectory task implementation that performs trajecotry control
* added blueprints to launch orchestratory module with differnt arms for testing
* updated blueprints to add piper + xarm blueprint
* orchestrator client that can send tasks to the control orchestrator module
* added a readme
* added pytest and e2e test
* Update dimos/control/hardware_interface.py
explicit false added to the Torque Mode command sent, to avoid silent failing scenario
* CI code cleanup
* Fixed issues flagged by greptile
Mode conflict detection in routing: Added check in _route_to_hardware
Preemption tracking: Changed structure to {preempted_task: {joint: winning_task}}
Mode conflict preemption: Tasks dropped due to mode conflict at same priority
Trajectory completion edge case: Returns final position instead of None on completion
Dead code removal: and Piper backend cleanup
* Renamed deprecated old manipuialtion test file and Mypy type fixes
* fix mypy test
* mypy test fix added explicit type
* Remove deprecated manipulators_old folder
* fixed redef error in dual trajectory setter
* Fixed bugs identified by greptile overview:
1. tick_loop.py - Race condition in _route_to_hardware
2. orchestrator.py - Added hardware_added tracking list and rollback in outer except block
3. hardware_interface.py - Added disconnect() to both HardwareInterface protocol and BackendHardwareInterface
4. Added disconnect() to both HardwareInterface protocol and BackendHardwareInterface
5. orchestrator.py - Start order fix Moved super().start() to end, after tick loop starts successfully
6. trajectory_task.py - Added Empty joint_names validation
* addressed greptile suggestion:
hardware_interface.py - Torque mode logging fix
orchestrator.py - Fail hardware removal if joints in use
tick_loop.py - Rate control drift fix
* undo change to pyproject.toml
* Replaced _running bool with threading.Event (_stop_event) for thread safety
Removed duplicate _auto_start() call from __init__ - connection now only happens in start()
orchestrator_client.py IPython conversion
* added type ignore for ipythin
* removed check for has attribute in hardware interface
Moved super.start() at the beginning
replaced running bool with stop_event in tick_loop to improve thread safety
removed default ip from init
removed simple dataclasses test
* orchestrator.py: Use match statement for backend factory, restructure backend cleanup
task.py: Use match statement in get_values()
tick_loop.py: Add JointWinner NamedTuple for cleaner arbitration logic
xarm/backend.py: Extract unit conversions into static helper methods
* tick_loop.py: Notify preemption when lower-priority task loses to existing winner
hardware_interface.py: Call set_control_mode() before mode-specific writes, Convert if/elif to match statement for control mode dispatch
* tick_loop.py: Notify preemption when lower-priority task loses to existing winner
hardware_interface.py: Call set_control_mode() before mode-specific writes, convert if/elif to match statement
trajectory_task.py: Defer start time to first compute() for consistent timing
orchestrator.py: Extract _setup_hardware() helper for cleaner config setup
piper and xarm/backend.py: Fail fast on read_joint_positions(), map SERVO_POSITION to mode 1
hardware_interface.py: Retry initialization with proper error propagation,
spec.py: Add SERVO_POSITION control mode for confusion between position planning and position servo
task.py: added SERVO_POSITION to JointCommandOutput helper
* cleaned up legacy blueprints for manipulator drivers
* enforce ManipulatorBackend Protocol on the backend.py
* feat: add runtime protocol checks for manipulator backends
* added runtime checking for controlTask protocol
* Add TaskStatus dataclass, refactor get_trajectory_status and Explicitly inherit from ControlTask protocol
---------
Co-authored-by: stash <pomichterstash@gmail.com>
* configure unitree go2 mapper to use 10 cm voxels (#1032)
* Create DDSPubSubBase, DDSTopic
* Create PickleDDS
* Fix hash/equality inconsistency in DDSTopic
* Add DDSMsg
* Create DDSTransport
* Add broadcast and subscribe methods to DDSTransport
* Create DDSService
* Add CycloneDDS package
* Remove unnecessary attributes
* Add threading and serialization methods to DDSService
* Ensure broadcast and subscribe methods initialize DDS if not started
* Add Transport benchmarking capabilities to CycloneDDS (#1055)
* raw rospubsub and benchmarks
* typefixes, shm added to the benchmark
* SHM is not so important to tell us every time when it starts
* greptile comments
* Add co-authorship line to commit message filter patterns
* Remove unused contextmanager import
---------
Co-authored-by: Ivan Nikolic <lesh@sysphere.org>
* Fix DDS segmentation fault using bytearray for binary data storage
Replace base64 string encoding with native IDL bytearray type to eliminate
buffer overflow issues. The original base64 encoding exceeded CycloneDDS's
default string size limit (~256 bytes) and caused crashes on messages >= 1KB.
Key changes:
- Use make_idl_struct with bytearray field instead of string
- Convert bytes to bytearray when publishing to DDS
- Convert bytearray back to bytes when receiving from DDS
- Add _DDSMessageListener for async message dispatch
- Implement thread-safe DataWriter/DataReader management
- Add pickle support via __getstate__/__setstate__
Result: All 12 DDS benchmark tests pass (64B to 10MB messages).
* Refactor DDS PubSub implementation to use CycloneDDS Topic
* Remove DDS pickling
* CI code cleanup
* bugfix
* CI code cleanup
---------
Co-authored-by: leshy <lesh@sysphere.org>
Co-authored-by: Jeff Hykin <jeff.hykin@gmail.com>
Co-authored-by: Paul Nechifor <paul@nechifor.net>
Co-authored-by: s <pomichterstash@gmail.com>
Co-authored-by: Miguel Villa Floran <miguel.villafloran@gmail.com>
Co-authored-by: alexlin2 <44330195+alexlin2@users.noreply.github.com>
Co-authored-by: claire wang <clara32356@gmail.com>
Co-authored-by: shreyasrajesh0308 <shreyasrajesh0308@users.noreply.github.com>
Co-authored-by: spomichter <12108168+spomichter@users.noreply.github.com>
Co-authored-by: Mustafa Bhadsorawala <39084056+mustafab0@users.noreply.github.com>
spomichter
added a commit
that referenced
this pull request
Jan 23, 2026
… Unitree Go2 Navigation & Exploration Beta Pre-Release v0.0.8: Unitree Go2 Navigation & Exploration Beta, Transport Updates, Documentation updates, Rerun fixes, Person follow, Readme updates ## What's Changed * Small docs clarification about stream getters by @leshy in #1043 * Fix split view on wide monitors by @jeff-hykin in #1048 * Docs: Install & Develop by @jeff-hykin in #1022 * Add uv to nix and fix resulting problems by @jeff-hykin in #1021 * v0.0.8 by @paul-nechifor in #1050 * Style changes in docs by @paul-nechifor in #1051 * Revert "Add uv to nix and fix resulting problems" by @leshy in #1053 * Transport benchmarks + Raw ros transport by @leshy in #1038 * feat: default to rerun-web and auto-open browser on startup (browser … by @Nabla7 in #1019 * bbox detections visual check by @leshy in #1017 * fix: only auto-open browser for rerun-web viewer backend by @Nabla7 in #1066 * move slow tests to integration by @paul-nechifor in #1063 * Streamline transport start/stop methods by @Kaweees in #1062 * Person follow skill with EdgeTAM by @paul-nechifor in #1042 * fix: increase costmap floor z_offset to avoid z-fighting by @Nabla7 in #1073 * Fixed issue #1074 by @alexlin2 in #1075 * ROS transports initial by @leshy in #1057 * Fix System Config Values for LCM on MacOS and Refactor by @jeff-hykin in #1065 * SHM Transport basic fixes by @leshy in #1041 * commented out Mem Transport test case by @leshy in #1077 * Docs/advanced streams update 2 by @leshy in #1078 * Fix more tests by @paul-nechifor in #1071 * feat: navigation docker updates from bona_local_dev by @baishibona in #1081 * Fix missing dependencies by @Kaweees in #1085 * Release readme fixes by @spomichter in #1076 ## New Contributors * @baishibona made their first contribution in #1081 **Full Changelog**: v0.0.7...v0.0.8
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…does better memory management that OS so until rerun memory leak is fixed this is better)