0.30.1 - Bugfixes & Viewer improvements

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.30.1/rerun_cpp_sdk.zip

---

✨ Overview & highlights

This patch on top of 0.30.0 comes not only with a random assortment of bug fixes but also some small improvements to the Viewer.

Most notably it's now possible to inspect values that were logged on the same timestamp!

🔎 Details

🐍 Python API

• Allow re-registering the same blueprint to a dataset cafbec9
• Fix using_index_value not accepting pyarrow data of the correct types c59df09

🪳 Bug fixes

• Gracefully handle Rrd Manifest failures f14e343
• Fix docs urls being loaded as data sources 3eb98db
• Fix fix clicking names of color maps 700b590
• Fix rare ui id conflict in list item content 352f7c8
• Fix drag'n'drop issue on web 956ed91

🌁 Viewer improvements

• Selection panel: show all values at the latest time stamp 36ff7ff
• Limit number of plots only for non-builtin components and increase the limit f4fb62b
• Show all visualizable scalars on time series add-visualizer menu 0da70a5
• Stop warning on synthetic oneof protobuf fields 84ee94e

📚 Docs

• Corrected the docs example for the DynamicArchetype 32c37e8

🖼 UI improvements

• Make arrow values expandable if they don't fit 4edd93e
• Add scrolling to column popup 7dbd933

🧢 MCAP

• Support also "sec" & "nsec" in TimeSpecToNanos 31c9a43

Development Build

This is a prerelease. It is not intended for production use.
Please report any issues you find.

Example Hosted App

https://rerun.io/viewer/commit/5d3a25f

Wheels can be installed with:

pip install --pre --no-index -f https://build.rerun.io/commit/5d3a25f/wheels --upgrade rerun-sdk

or

pip install --pre --no-index -f https://github.com/rerun-io/rerun/releases/download/prerelease --upgrade rerun-sdk

CMake fetch-content for C++ SDK

include(FetchContent)
FetchContent_Declare(rerun_sdk URL https://build.rerun.io/commit/5d3a25f/rerun_cpp_sdk.zip)
FetchContent_MakeAvailable(rerun_sdk)

or

include(FetchContent)
FetchContent_Declare(rerun_sdk URL https://github.com/rerun-io/rerun/releases/download/prerelease/rerun_cpp_sdk.zip)
FetchContent_MakeAvailable(rerun_sdk)

Web Viewer NPM package

Can be installed with:

npm install https://build.rerun.io/commit/5d3a25f/rerun_js

0.30.0 - Plot any scalar & on-demand streaming

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.30.0/rerun_cpp_sdk.zip

---

🧳 Migration guide: https://rerun.io/docs/reference/migration/migration-0-30

✨ Overview & highlights

📈 Plot any scalar

anyscalar.action.4.mp4

You can now plot any scalar value, even if it lacks Rerun semantics in time series views. For instance, this lets you plot any value in an MCAP file.

In addition to plotting scalars from MCAP files, it is now possible to visualize arbitrary scalar components that were logged using AnyValues or DynamicArchetype. The supported data types are:

• Float32 and Float64
• Int8, Int16, Int32, and Int64
• UInt8, UInt16, UInt32, and UInt64
• Boolean
• Any of the above nested inside of Arrow structs.

This also makes it possible to log and visualize multiple scalars to the same entity, which can drastically reduce the size of the resulting .rrd files.

Note that by default, and without blueprints, views are still only spawned for entities with Rerun semantics.

Time series views for entities with custom scalar components need to be spawned either:

• from the context menu of the streams,
• by adding a view from the blueprint panel,
• or by specifying a blueprint using the Python or Rust SDK.

The components that should be visualized can be selected via a new dropdown menu from the completely revised visualizer section in the selection panel.

To quickly navigate to the desired visualizer, each time series view now shows an overview of it's current visualizers.

For more details please refer to our documentation:

• Customize views
• Plot any scalar
• Component mappings outside of plotting, shown on the example of a colored point cloud

Thanks to a contribution from @vfilter, the series lines visualizer now also supports different interpolation modes to render staircase (or step) functions:

📡 On-demand streaming / larger-than-RAM

The Rerun Viewer now supports on-demand streaming, when connected to either the OSS server or Rerun Cloud.

on-demand-streaming.mp4

With on-demand streaming, whatever you are currently viewing will be downloaded first.
This includes time-scrubbing to the end of a very long recording and quickly seeing what is there, or viewing only one camera feed of many.

Of course, your memory limit will be respected, and when you change your view or move the time cursor, the stale data will be evicted and the new data downloaded.

This also means that the web viewer can finally view recordings larger than the 4GiB limit enforced by Wasm32, as long as those recordings are served by a Rerun server.

It also means that Rerun Cloud users can view huge recordings, larger than what fits into RAM.
The OSS server, however, still loads everything into RAM before serving it.

Usage:

> rerun server -d folder_with_large_recordings

Then either open the native viewer:

> rerun "rerun+http://127.0.0.1:51234"

Or the web viewer:

> rerun --serve-web "rerun+http://127.0.0.1:51234"

🦾 Support for many more MCAP message types

Like in the previous releases, we're continually expanding our support for common robotics data to make it easier for users to load their existing recordings.

This release adds support for Foxglove Protobuf schemas to our built-in MCAP data loader, in addition to the existing set of supported ROS 2 messages.

You can find an overview of all the messages that are currently supported here.

🎨 Extend existing views without forking

Previously, extending the Viewer with custom Rust code required creating an entirely new view type,
even if you just wanted to add a single new visualization to the existing 3D view.

Now, you can register custom visualizers that plug directly into existing views, using fully custom archetypes & shaders in the process!

2026-02-20_17-13-08.mp4

In practice this works currently only well for 2D, 3D, and Map views but we'll keep working towards
making the Viewer more and more modular & extensible!

For more details, see the custom visualizer example and the viewer rust extension docs for a general overview.

⚠️ Breaking changes

• Python: segment_url_udf and segment_url_with_timeref_udf have been removed
• Python: segment_url parameter names have been updated
• CLI: .rrd files are no longer tailed by default
• SDK: SeriesVisible component type has been removed

🧳 Migration guide: https://rerun.io/docs/reference/migration/migration-0-30

🔎 Details

🪵 Log API

• Fix performance regression with --server-memory-limit 0 cfc9a4c
• Remove SeriesVisible component in favor of Visible 1fca08a
• rerun rrd verify now checks for the presence of RRD manifests 2000ba5
• Footer-preserving RRD routing b56a145

🌊 C++ API

• Build C++ snippets into a single executable to avoid link time overhead b0a3876

🐍 Python API

• Basic Rust & Python blueprint API for component mappings c6d7409
• Ensure that import rerun_sdk.rerun can be used 196c658
• Expose on_duplicate in the Python SDK e909e20
• Small conversion improvement 383d37d
• Table entry APIs: provide a hint for single-row list data cb38397
• Add hint to prepend api. on connection error a2ef1b3
• No longer return all columns when filter_content() matches nothing 5997d6f
• Remove deprecated UDFs b078e18
• Allow access to redap token from python sdk bc2ce79
• Expose "rerun_registration_status" to DatasetEntry.manifest() 881cee6
• Correctly handle lists in AnyValues/DynamicArchetype .columns d2b53da
• Atomic (un)registrations 153acd1
• The url argument of CatalogClient.create_table() is now a prefix [1eb6c79](1eb6c790d7c26f47da8dcfc8...

0.29.2 - Bug fixes and documentation update

✨ Overview & highlights

This patch release contains bug fixes and adds a documentation guide with an example for converting existing data to Rerun.

🔎 Details

🪵 Log API

• Fix performance regression with --server-memory-limit 0 cefbdf6

🐍 Python API

• notebook: Re-export viewer event types 51d949e

🪳 Bug fixes

• Fix table config button symbol for light-mode 57b0121
• Fix drag-and-drop of .mcap files on web #12631
• Ensure we report file loading errors on web 7fd794e

🌁 Viewer improvements

• Show error when rerun_js viewer panics or fails to load 04e7ae8

📚 Docs

• Add snippet demonstrating conversion of custom MCAP protobuf file to RRD 53fbeeb
• Add documentation for converting custom data to RRD using log/send_column 815d45c

🖼 UI improvements

• Fix moving text cursor with cmd-arrows 13f7124
• Improve error messages regarding arrow datatypes 48f4637

0.29.1 - Improved labels, bug fixes & performance improvements

✨ Overview & highlights

This is mainly a patch release with some fixes and improvements.

We also included a change that makes labels translucent. This makes them less obtrusive and improves visibility of overlapping labels, as shown in the image segmentation example below.

🔎 Details

🐍 Python API

• Ensure that import rerun_sdk.rerun can be used fd28cd3
• Allow access to redap token from Python SDK 51506ca

🪳 Bug fixes

• Fix viewer error list jumping around 05ae689
• Fix potential video deadlock eefacdf

🌁 Viewer improvements

• Make labels in spatial view translucent ec62ad9

🚀 Performance improvements

• Do faster lineage check in release builds 0d546c0

0.29.0 - URDF improvements, improved ROS 2 docs, and memory panel

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.29.0/rerun_cpp_sdk.zip

---

🧳 Migration guide: https://rerun.io/docs/reference/migration/migration-0-29

✨ Overview & highlights

URDF loader improvements

In the previous 0.28 release, we overhauled Rerun's built-in URDF loader to work with TF-style transforms with parent and child frames.
Now, taking advantage of these entity-path-independent transforms, we simplified the hierarchy in which URDF assets are stored.
Collision and visual meshes are now below separate entity path roots, making it easy to toggle one or the other.
Additionally, the paths are now more compact to make it easier to scroll through them.

urdf_entity_path_hierarchy.mp4

UrdfTree utility in Python

We added a UrdfTree Python utility that can be used to simplify operations with URDF models, e.g.:

• accessing links and joints
• computing transforms from joint states
• retrieving geometry entity paths for links

We also updated our animated_urdf.py demo to use this utility, showing for example how you can dynamically change the color of a gripper link based on its angle.

urdf_dynamic_mesh_example.mp4

Experimental screenshots from Python

There's now an experimental screenshot API which allows to take screenshots of the Viewer or individual views:

# Connect to a local viewer.
viewer = ViewerClient()
# Screenshot the entire viewer.
viewer.save_screenshot("entire_viewer.jpg")
# Screenshot only the view we created earlier.
viewer.save_screenshot("my_view.png", view_id=view.id)

For a full snippet check here.

⚠️ There's still a lot of rough edges and this API may change in the future.

Improved target frame selection UI

The target frame selection UI now shows matching suggestions, making it easier to select a frame name from the transforms in your data.

target_frame_selection_ui.mp4

Updated ROS 2 example & documentation

We refreshed the documentation showing examples of how some ROS concepts and messages can be mapped to Rerun, together with an updated Python node example. The documentation page can be found here.

Improved memory panel

You can now get some insight on which parts of your recording use how much memory in the viewer using the improved memory panel:

⚠️ Breaking changes

• Python: New API for visualizer overrides - VisualizerOverrides removed, now pass visualizer objects directly (e.g., rr.SeriesLines())
• Python: Entry.update() deprecated in favor of Entry.set_name()
• Python: CatalogClient and Server constructor parameters renamed (addr → url/host)
• Python: Removed deprecated rerun.dataframe module (use rerun.server.Server and rerun.catalog instead)
• Python: Removed deprecated rerun.catalog APIs from 0.28
• Python: Internal submodules moved to underscore-prefixed names (e.g., rr.color_conversion → rr._color_conversion)
• CLI: rerun server --addr renamed to rerun server --host
• Blueprint: Component overrides from .rbl files created in previous versions cannot be loaded in 0.29
• Data Platform: Datasets need re-registration to populate name and start_time in segment table

🧳 Check the migration guide for details: https://rerun.io/docs/reference/migration/migration-0-29

🔎 Details

🪵 Log API

• Fix dropping of entities when using rerun rrd filter #12584
• Apply backpressure in gRPC proxy server cac538e
• Enforce Selector usage in re_sdk::lenses 521c796

🐍 Python API

• Allow tables to be created without providing a URL #12132
• Remove deprecated dataframe API (rerun.dataframe) #12320
• Remove deprecated APIs in rerun.catalog #12321
• Deprecate Entry.update in favor of Entry.set_name #12370
• Fix missing child_frame/parent_frame arguments from pinhole constructor #12360
• Use visualizer objects in blueprint override API #12345
• Rename address to url or host depending on context #12402
• Check for unset attr from extension class init #12376
• Add time axis in snippet in time series view snippet #12506
• Fix RecordingStream so it has a unique recording id when none is provided eb14e16
• Do not assume top-level bindings in RecordingStream.__del__ 201e7c3
• Fix rare deadlock in Python send/log API 7f72b23
• Catch keyboard interrupt in rerun-sdk CLI and return exit codes #12496
• Make rr.experimental.ViewerClient.send_table more flexible ba733ad

🦀 Rust API

• Allow tables to be created without providing a URL #12132
• Rust SDK: blueprint support #12307 (thanks @sectore!)
• Update MSRV to 1.90 #12337
• Make RecordingStreamBuilder::with_blueprint() apply to everything, not just spawn() #12347 (thanks @kpreid!)
• Rust SDK: Change default server memory limit 5cb7213
• Update ply-rs-bw to 3.0.0 (corrected) #12593 (thanks @bourumir-wyngs!)

🪳 Bug fixes

• Fix bad error reporting when registering a (faulty) RRD URI built from a relative path #12309
• Only do furthest_from GC when we can download chunks again #12363
• URDF loader: use InstancePoses3D for geometry scale #12371
• Fix incorrect handling for cameras and depth images for 3D views that use target frames other than the scene root #12361
• Fix OSS server locking up when asked for many chunks at once #12384
• Fix GC sometimes not collecting anything #12398
• URDF: Bundle pose + mesh scale in single InstancePoses3D #12385 (thanks @yujeong1jeong!)
• Don't show error for implicit transform axes if we're already showing named transforms #12419
• Fix opening link with only time selection in fragment #12428
• Fix decoding errors for MCAP files with gaps in protobufs #12436
• Fix time point sharing for duration timelines #12466
• Fix transforms & videos breaking when receiving new data in the background #12452
• Fix ignoring nested oneof fields in protobuf MCAP messages #12462
• Fix early disconnect with --newest-first [#12484](https://github.com/rerun-io/rerun/pull/...

0.28.2 - Fix RRD compaction, plot panning, and Collada mesh loader

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.28.2/rerun_cpp_sdk.zip

---

✨ Overview & highlights

Fixes to .rrd Chunk handling.

We revised our Chunk slicing logic to prevent .rrd files ballooning in sizes. This also fixes the problem of broken .rrd files that contain tensors.

Collada (.dae) mesh support.

This patch adds native support for Collada (.dae) meshes, a common format used with URDF files. You can now load URDFs that reference .dae assets without manual mesh conversion!

🔎 Details

🐍 Python API

• Improve the docstrings related to serve_gpc APIs #12314
• Add Python support for UrdfTree #12310

🪳 Bug fixes

• Don't force absolute time views after panning #12297
• Introduce deep Chunk slicing #12312

🌁 Viewer improvements

• Collada (.dae) mesh loader #10288
• Add option to hide all notification popups/toasts #12354

📚 Docs

• docs: Fix parameter name from 'color' to 'colors' #12294 (thanks @Ivan-Zhong!)

0.28.1 - Fix some telemetry settings, depth images, and logging details.

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.28.1/rerun_cpp_sdk.zip

---

🪵 Log API

• Ensure that flush waits for all data loaders to finish #12281

🪳 Bug fixes

• Fix video errors having black rectangle around them #12284
• Fix RVL depth decoding for non-quantized images #12289

🌁 Viewer improvements

• Fix image planes not working correctly in some named-transform frame scenarios #12276
• Fix auto-size for 2d views with RVL encoded depth image not working #12288
• Restore depth image visualizers to 2D view kind (fix heuristic) #12290
• Add dataloader for encoded depth image (to allow log_from_file & dragdrop) #12287

🤷‍ Other

• Improved error message when rrd compare --unordered fails #12282

0.28.0 - Easier use with ROS style data

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.28.0/rerun_cpp_sdk.zip

---

🧳 Migration guide

✨ Overview & highlights

🦾 Transform system overhaul

This release brings significant improvements to how transforms are handled, especially from ROS or MCAP-based systems. You can now decouple spatial relationships from entity paths by using CoordinateFrame to associate entities with named frames, and Transform3D with child_frame/parent_frame parameters to define relationships between frames—similar to ROS tf2. Pinhole cameras also support this system. Additionally, axis visualization has moved to its own TransformAxes3D archetype.

Much more can be found at our revamped docs page here.

🤖 Improved URDF and MCAP Transform support

Parent and child frame components are now available in the Transform3D archetype, meaning you can send transforms to a single entity instead of using the entity path to inform the structure (note, for URDFs this is required). Additionally, ROS2’s tf2_msgs/TFMessage and PoseStamped messages are automatically parsed as Transform3D and InstancePoses3D , respectively, from MCAP files.

We also added a new documentation page for URDF here.

robots.with.transforms.mp4

📹 AV1 video codec support for streaming

VideoStream now supports the AV1 codec alongside existing formats.

📚 Catalog API refinements (Python)

The Python catalog API has been substantially reworked: "partition" terminology is now "segment," table operations have moved to TableEntry objects, and the query interface has been simplified with methods like filter_segments(), filter_contents(), and reader().

⌚ Viewer usability improvements

New keyboard shortcuts let you switch between recordings (cmd + option + ↑/↓) and navigate the timeline (←/→ to move by 0.1s. Add shift for 1s. home/end to jump to beginning or end).

timeline-hotkeys.mp4

Forward/back navigation was previously exclusive to the web viewer and is now available on native viewers as well!

📂 Added a LeRobot v3 dataloader support

We previously supported LeRobot v2 and updated our dataloader now to work with the latest version as well!

⚠️ Breaking changes

🧳 Migration guide: https://rerun.io/docs/reference/migration/migration-0-28

Transactional transform behavior (important!):
Changes to Transform3D, InstancePose3D, or Pinhole transform properties are now treated transactionally. Updating any component resets all other transform components—the viewer no longer looks back in time for previously logged values. If you relied on partial updates (e.g., logging only rotation while keeping a previous translation), you must now re-log all components together. If you always logged the same components on every call or used the standard constructors, no changes are needed. #11911

rr.log("simple", rr.Transform3D(translation=[1.0, 2.0, 3.0]))
# In 0.27: This clears the translation—it will NOT inherit the previous value
rr.log("simple", rr.Transform3D.from_fields(scale=2))

Transform3D archetype changes:

• Transform3D::axis_length has moved to the new TransformAxes3D archetype #11925
• CoordinateFrame::frame_id renamed to CoordinateFrame::frame #11991
• Redundant Pose* component types removed in favor of general counterparts (e.g., PoseTranslation3D → Translation3D) #11905

URDF loader changes:
Transform updates for URDF models now require parent_frame and child_frame fields to be set (matching URDF joint specifications), and must include both rotation and translation. This aligns with ROS tf2 conventions and allows sending all transform updates on a single entity. #12005

Deprecated API removal:
Items marked deprecated before 0.27 have been removed, including old Timeline, TimeColumn, Asset3D, AssetVideo, Image, and Pinhole methods. #12204

MCAP timeline naming:
MCAP timelines renamed from log_time/publish_time to message_log_time/message_publish_time to avoid conflicts with SDK timestamps. #12145

Python Catalog API (breaking changes):

• The rerun_partition_id column is now rerun_segment_id
• entries(), datasets(), tables() now return lists of entry objects instead of DataFrames
• get_table() returns a TableEntry object instead of a DataFrame—use .reader() to get the DataFrame
• DataframeQueryView removed; use filter_segments(), filter_contents(), and reader() instead #12151
• register() and register_batch() merged into single register() returning RegistrationHandle #12187
• search_fts() and search_vector() now return DataFrames directly (no .df() needed) #12198

Python Catalog API (deprecated, still work):

• "Partition" renamed to "segment" throughout (e.g., partition_table() → segment_table()) #12059
• Method renames: get_dataset_entry → get_dataset, get_table_entry → get_table, etc. #12112
• Table writes moved from CatalogClient to TableEntry (append(), overwrite(), upsert()) #12114
• Schema types moved from rerun.dataframe to rerun.catalog #12135
• Search index methods renamed: create_fts_index() → create_fts_search_index(), etc. #12198

🔎 Details

🪵 Log API

• Transform3D no longer sets all its components to empty array by default #11911
• Move Transform3D::axis_length into its own TransformAxes3D archetype #11925
• Add show_frame option on TransformAxes3D #11977
• Rename CoordinateFrame::frame_id to CoordinateFrame::frame #11991
• RRD footers 1: framing #12044
• RRD footers 2: RRD manifests #12047
• RRD footers 3: encoding/decoding manifests #12048
• Add option to specify target_frame to SpatialInformation #12040
• Remove redundant Pose* components #11905
• Add OutputMode option to Lenses #12107
• Load URDF with frame IDs and named transforms #12005
• RRD manifests: implement chunk_byte_size_uncompressed support #12194
• Disable merging compaction for video samples #12270

🌊 C++ API

• Make component type registration thread-safe in C++ SDK #11907
• Don't install signal handlers into rerun_c outside of DEBUG mode #11956

🐍 Python API

• Fix dataframe queries failing on empty datasets #11846
• Add lint to check if rust classes have str, fix or exclude all existing #11928
• Partition-to-segment rename (wave 1): redap layer #12017
• Partition-to-segment rename (wave 3): Python SDK #12059
• Rework notebook auth to use device code flow #12128
• Catalog API update 1: listing entries #12103
• Catalog API update 2: getting and creating entries #12112
• Catalog API update 3: editing tables #12114
• Catalog API update 4: schema #12135
• Catalog API update 5: dataset query #12151
• Catalog API update 6: register APIs #12187
• Catalog API update 7: segment_table and blueprint APIs #12191
• Catalog API update 8: search indexes #12198
• Remove items marked as deprecated before 0.27 #12204
• [python] Automatically disconnected recordings when they go ful...

0.27.3

Rerun is an easy-to-use database and visualization toolbox for multimodal and temporal data.
Try it live at https://rerun.io/viewer.

• Python: pip install rerun-sdk
• Rust: cargo add rerun and cargo install rerun-cli --locked
• Online demo: https://rerun.io/viewer
• C++ FetchContent: https://github.com/rerun-io/rerun/releases/download/0.27.2/rerun_cpp_sdk.zip

---

🔎 Details

🌊 C++ API

• Make component type registration thread-safe in C++ SDK #11907
• Don't install signal handlers into rerun_c outside of DEBUG mode #11956

🐍 Python API

• Rework notebook auth to use device code flow #12128

🪳 Bug fixes

• Fix the visible time range for the time series view #11938
• Fix opening non-recording URLs on startup #11981

🗄️ OSS server

• Expose /version from oss server #12108

🤷‍ Other

• Add crate linkage delete user logging from future f7df67196c6844369f91a23ac4bbb14002ee6b05