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Cleanup internal data-structures when process has been forked #2676
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Looks fantastic 👌
# Python does not guarantee that the normal atexit-handlers will be called at the | ||
# termination of a multiprocessing.Process. Explicitly add the `shutdown_at_exit` | ||
# decorator to ensure data is flushed when the task completes. | ||
@rr.shutdown_at_exit | ||
def task(child_index: int) -> None: | ||
# All processes spawned with `multiprocessing` will automatically |
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That comment (which predates the PR) doesn't make sense to me and I vote to remote it.
All processes spawned with
multiprocessing
will automatically be assigned the same default recording_id.
No they won't, that's why we need to call init
in all children processes too 🤔
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They do have the same default recording-id... that's why calling init works instead of creating a new recording. But we still have to call init to create new sinks.
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Oh right I confused the RecordingId
with the app name... If i'm getting confused by this comment, I don't imagine it's better for end users though :|
crates/re_sdk/src/global.rs
Outdated
/// Check whether a fork has happened since creating the recording streams. | ||
/// If so, then we forget our globals. | ||
pub fn cleanup_if_forked() { |
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it's worth clarifying here if we are detecting the fork as the parent or as the child, here and elsewhere
…nts - 2023-07-27 (#2842) ## [0.8.0](v0.7.0...v0.8.0) - Infrastructure investments and more transform improvements - 2023-07-27 [Rerun](https://www.rerun.io/) is an easy-to-use visualization toolbox for computer vision and robotics. * Python: `pip install rerun-sdk` * Rust: `cargo add rerun` and `cargo install rerun-cli` * Online demo: <https://demo.rerun.io/version/0.8.0/> ### Overview & Highlights - `log_pinhole` is now easier to use in simple cases and supports non-RDF camera coordinates. [#2614](#2614) - You only need to set focal length and optional principal point instead of setting the full 3x3 matrix. - There is also a new argument: `camera_xyz` for setting the coordinate system. The default is RDF (the old default). This affects the visible camera frustum, how rays are projected when hovering a 2D image, and how depth clouds are projected. - The visualizer can now show coordinate arrows for all affine transforms within the view. [#2577](#2577) - Linestrips and oriented bounding boxes can now be logged via batch APIs in python. - See: `log_linestrips_2d`, `log_linestrips_3d`, [#2822](#2822) and `log_obbs` [#2823](#2823) - Rust users that build their own Viewer applications can now add fully custom Space Views. Find more information [here](https://www.rerun.io/docs/howto/extend-ui#custom-space-views-classes). - New optional `flush_timeout` specifies how long Rerun will wait if a TCP stream is disconnected during a flush. [#2821](#2821) - In Rust, `RecordingStream::connect` now requires `flush_timeout` specified as an `Option<Duration>`. - To keep default behavior, this can be specified using the `rerun::default_flush_time()` helper. - In Python `flush_init_sec` is now an optional argument to `rr.connect()` - In Rust, the `RecordingStream` now offers a stateful time API, similar to the Python APIs. [#2506](#2506) - You can now call `set_time_sequence`, `set_time_seconds`, and `set_time_nanos` directly on the `RecordingStream`, which will set the time for all subsequent logs using that stream. - This can be used as an alternative to the the previous `MsgSender::with_time` APIs. - The Rerun SDK now defaults to 8ms long microbatches instead of 50ms. This makes the default behavior more suitable for use-cases like real-time video feeds. [#2220](#2220) - Check out [the microbatching docs](https://www.rerun.io/docs/reference/sdk-micro-batching) for more information on fine-tuning the micro-batching behavior. - The web viewer now incremental loads `.rrd` files when streaming over HTTP. [#2412](#2412) ![Open Photogrammetry Preview](https://static.rerun.io/9fa26e73a197690e0403cd35f29e31c2941dea36_release_080_photogrammetry_full.png) ### Ongoing Refactors - There have been a number of significant internal changes going on during this release with little visible impact. This work will land across future releases, but is highlighted here since much of it is visible through the changelog. - The layout of the Viewer is now controlled by a Blueprint datastore. In the future this will allow for direct API control of the layout and configuration of the Viewer. A very early prototype of this functionality is available via the `rerun.experimental` module in Python. - An entirely new code-generation framework has been brought online for Rust, Python and C++. This will eventually enable new object-centric APIs with a more scalable, consistent, and ergonomic experience. - Bringup of C++ support is now underway and will eventually become our third officially supported SDK language. ### Known Regressions - Due to the Blueprint storage migration, blueprint persistence on web is currently broken. Will be resolved in: [#2579](#2579) ### In Detail #### 🐍 Python SDK - Clean up warnings printed when `rr.init` hasn't been called [#2209](#2209) - Normalise Python typing syntax to 3.8+ [#2361](#2361) - Simpler, sturdier stateful time tracking in both SDKs [#2506](#2506) - Fix not taking np.array for single colors [#2569](#2569) - Add a basic pyright config [#2610](#2610) - Improve `log_pinhole` and support non-RDF pinholes [#2614](#2614) - Expose batch APIs for linestrips [#2822](#2822) - Expose batch APIs for oriented bounding boxes [#2823](#2823) #### 🦀 Rust SDK - Add example for adding custom Space Views [#2328](#2328) - Simpler, sturdier stateful time tracking in both SDKs [#2506](#2506) - Automagic flush when `take()`ing a `MemorySinkStorage` [#2632](#2632) - Logging SDK: Log warnings if user data is dropped [#2630](#2630) - Add support for `RecordingStream::serve` [#2815](#2815) #### 🌁 Viewer Improvements - Better handle scroll-to-zoom in 3D views [#1764](#1764) - Add command to screenshot the application [#2293](#2293) - Show layout in blueprint tree view [#2465](#2465) - Double-click to select entity [#2504](#2504) - Add Rerun.io link/text in top bar [#2540](#2540) - New auto-layout of space views [#2558](#2558) - Add 'Dump datastore' command to palette [#2564](#2564) - Support any `dtype` for depth images [#2602](#2602) - Change "Save Selection" command to Cmd+Alt+S [#2631](#2631) - Consistent transform visualization for all entities with transforms [#2577](#2577) - Improve `log_pinhole` and support non-RDF pinholes [#2614](#2614) #### 🚀 Performance Improvements - Flush the batches every 8ms instead of 50 ms [#2220](#2220) - Replace `image` crate jpeg decoder with zune-jpeg [#2376](#2376) - Stream `.rrd` files when loading via http [#2412](#2412) #### 🪳 Bug Fixes - Fix deadlock when misusing the Caches [#2318](#2318) - Fix unstable order/flickering of "shown in" space view list on selection [#2327](#2327) - Fix transforms not applied to connections from transform context [#2407](#2407) - Fix texture clamping and color gradient selection being displayed incorrectly [#2394](#2394) - Fix projected ray length [#2482](#2482) - Tweak the depth bias multiplier for WebGL [#2491](#2491) - Clip image zoom rectangle [#2505](#2505) - Fix missing feature flags for benchmarks [#2515](#2515) - `run_all.py` script fixes [#2519](#2519) - Update egui_tiles with fix for drag-and-drop-panic [#2555](#2555) - Convert objectron proto.py back to using typing.List [#2559](#2559) - Exclude from `objectron/proto/objectron/proto.py` from `just py-format` [#2562](#2562) - Fix pinhole visualization not working with camera extrinsics & intrinsics on the same path [#2568](#2568) - Fix: always auto-layout spaceviews until the user interveens [#2583](#2583) - Fix freeze/crash when logging large times [#2588](#2588) - Update egui_tiles to fix crash [#2598](#2598) - Fix clicking object with single instance (of every component) selecting instance instead of entity [#2573](#2573) - Cleanup internal data-structures when process has been forked [#2676](#2676) - Fix shutdown race-condition by introducing a flush_timeout before dropping data [#2821](#2821) - Fix ui-scale based point/line sizes incorrectly scaled when zooming based on horizontal dimension [#2805](#2805) - Fix visibility toggle for maximized Space Views [#2806](#2806) - Fix loading file via CLI [#2807](#2807) - Fix disconnected space APIs in Python SDK [#2832](#2832) - Avoid unwrap when generating authkey [#2804](#2804) #### 🧑🏫 Examples - Add example template [#2392](#2392) - Show hidden url search param in `app.rerun.io` [#2455](#2455) - Minimal example of running an intel realsense depth sensor live [#2541](#2541) - Add a simple example to display Open Photogrammetry Format datasets [#2512](#2512) - Move `examples/api_demo` -> `tests/test_api` [#2585](#2585) #### 📚 Docs - Docs: link to `rr.save` and suggest `rerun` instead of `python -m rerun` [#2586](#2586) - Update docs about transforms [#2496](#2496) - Fixup remaining usages of log_rigid3 in docs [#2831](#2831) #### 🎨 Renderer Improvements - Expose type erased draw data that can be consumed directly [#2300](#2300) - Use less `mut` when using `RenderContext` [#2312](#2312) #### 🧑💻 Dev-experience - Better error messages in build.rs [#2173](#2173) - Recommend sccache in CONTRIBUTING.md [#2245](#2245) - introduce `re_tracing` [#2283](#2283) - lint: standardize formatting of let-else-return statements [#2297](#2297) - Centralized build tools in `re_build_tools` [#2331](#2331) - Lint for explicit quotes [#2332](#2332) - Added example screenshot instructions in `just upload --help` [#2454](#2454) - Added support for puling image from an URL to `upload_image.py` [#2462](#2462) - `setup_dev.sh` now installs pngcrush [#2470](#2470) - Added docs/code-examples to the directories checked by py-lint and py-format [#2476](#2476) - Link to demo in PR + check checkboxes [#2543](#2543) - Add script to find external issues we haven't commented on [#2532](#2532) - Move CI-related scripts to its own folder [#2561](#2561) - Render PR description as template [#2563](#2563) - Add basic testing automation against all version of Python using nox [#2536](#2536) - Run clippy on public API too [#2596](#2596) - Bump all `py-lint`-related package versions [#2600](#2600) - Crates publishing script [#2604](#2604) - Fix rust docs deploy [#2615](#2615) - Add support for .gitignore to scripts/lint.py [#2666](#2666) #### 🗣 Refactors - Refactor space-view dependencies: - Move spatial space view to its own crate [#2286](#2286) - Separate crate for bar chart space view [#2322](#2322) - Separate crate for time series space view [#2324](#2324) - Separate crate for tensor space view [#2334](#2334) - Separate viewport related files out to a new re_viewport crate [#2251](#2251) - Remove timepanel dependency from viewport [#2256](#2256) - New trait system for SpaceViews: - Initial Space View trait & port of text space views to the new Space View trait system [#2281](#2281) - Extend/iterate on SpaceViewClass framework with SceneContext & port SpatialSpaceView scene parts [#2304](#2304) - Finalize move of SpatialSpaceView to SpaceViewClass trait framework [#2311](#2311) - Typename cleanup in SpaceViewClass framework [#2321](#2321) - Automatic fallback for unrecognized Space View Class, start removing old ViewCategory [#2357](#2357) - Rename ScenePart -> ViewPartSystem + related renamings [#2674](#2674) - Dynamically registered space view (part/context) systems [#2688](#2688) - Viewer's command queue is now a channel, allowing to queue commands without mutable access [#2339](#2339) - Break up app.rs into parts [#2303](#2303) - Break out `re_log_types::component_types` as `re_components` [#2258](#2258) - Introduce StoreHub and rename Recording->Store [#2301](#2301) - Move StoreHub out of the Viewer during Update [#2330](#2330) - Expand CommandSender to support SystemCommand [#2344](#2344) - Use `camino` crate for UTF8 paths in `re_types_builder` [#2637](#2637) - Separate 2d & 3d spaceview classes, removal of `ViewCategory`, `SpaceViewClass` driven spawn heuristics [#2716](#2716) - Move object property heuristics to heuristics.rs [#2764](#2764) #### 📦 Dependencies - Version `rand` & friends at workspace level [#2508](#2508) - Update to PyO3 0.19 [#2350](#2350) - Pin `half` to `2.2.1` [#2587](#2587) #### 📘 Blueprint Changes - Drive blueprints off of a DataStore [#2010](#2010) - Split SpaceView -> SpaceViewState + SpaceViewBlueprint [#2188](#2188) - Split the Blueprint into AppBlueprint and ViewportBlueprint [#2358](#2358) - Swap the naming of Viewport and ViewportBlueprint [#2595](#2595) - Basic persistence for blueprints [#2578](#2578) #### 🏭 New Codegen Framework - Codegen/IDL 1: add more build tools [#2362](#2362) - Codegen/IDL 2: introduce `re_types_builder` [#2363](#2363) - Codegen/IDL 3: introduce `re_types` [#2369](#2369) - Codegen/IDL 4: definitions for a `Points2D` archetype [#2370](#2370) - Codegen/IDL 5: auto-generated Python code for `Points2D` [#2374](#2374) - Codegen/IDL 7: handwritten Python tests and extensions for `Points2D` [#2410](#2410) - Codegen/IDL 6: auto-generated Rust code for `Points2D` [#2375](#2375) - Codegen/IDL 8: handwritten Rust tests and extensions for `Points2D` [#2432](#2432) - Codegen'd Rust/Arrow 1: upgrading to actual `TokenStream`s [#2484](#2484) - Codegen'd Rust/Arrow 2: matching legacy definitions [#2485](#2485) - Codegen'd Rust/Arrow 3: misc fixes & improvements [#2487](#2487) - Codegen'd Rust/Arrow 4: out-of-sync definitions CI detection [#2545](#2545) - Codegen'd Rust/Arrow 5: doc, definitions and regression tests for combinatorial affixes [#2546](#2546) - Codegen'd Rust/Arrow 6: serialization [#2549](#2549) - Codegen'd Rust/Arrow 7: deserialization [#2554](#2554) - Codegen'd Rust/Arrow 8: carry extension metadata across transparency layers [#2570](#2570) - Codegen'd Rust/Arrow 9: Rust backport! [#2571](#2571) - End-to-end cross-language roundtrip tests for our archetypes [#2601](#2601) - Automatically derive `Debug` and `Clone` in Rust backend [#2613](#2613) - Generating (de)serialization code for dense unions in Rust backend [#2626](#2626) - Fix `FixedSizeList` deserialization edge-case + trivial optimizations [#2673](#2673) - Make `Datatype` & `Component` both inherit from `Loggable` [#2677](#2677) - Roundtrip-able `Transform3D`s [#2669](#2669) - Don't inline recursive datatypes in Rust backend [#2760](#2760) - Automatically derive `tuple_struct` attr and trivial `From` impls where possible [#2772](#2772) - Introduce roundtrip-able `Points3D` archetype (py + rs) [#2774](#2774) - Add `fmt::Debug` implementations to various types. [#2784](#2784) (thanks [@kpreid](https://github.com/kpreid)!) - Isolate testing types in Rust backend [#2810](#2810) - Fix out-of-sync codegen hash [#2567](#2567) - Python backport: add `log_any()` [#2581](#2581) - Integrate unit examples into codegen stack [#2590](#2590) - Disable codegen on windows [#2592](#2592) - Python codegen: big cleaning and paving the way towards transforms [#2603](#2603) - Automatically assume arrow transparency for components [#2608](#2608) - Fix wrong path being `rerun_if_changed()` in `compute_dir_hash` [#2612](#2612) - Support transparency at the semantic layer [#2611](#2611) - Don't use builtin `required` anymore, introduce `nullable` instead [#2619](#2619) - Rust codegen: generate proper docstrings [#2668](#2668) - Support nullable Arrow unions using virtual union arms [#2708](#2708) - Introduce support for querying Archetypes [#2743](#2743) - Introduce legacy shims and migrate DataCell to re_types::Component [#2752](#2752) #### 🌊 Starting work on C++ - Seed of C and C++ SDKs [#2594](#2594) - Move C++ SDK to own folder [#2624](#2624) - C++ codegen [#2678](#2678) - C++ codegen for reporting arrow data type for structs [#2756](#2756) - Don't inline recursive datatypes in C++ backend [#2765](#2765) - C++ codegen to_arrow_data_type for unions [#2766](#2766) - C++ codegen arrow serialize non-union components/datatypes without nested rerun types [#2820](#2820) - C++ codegen of structs and unions [#2707](#2707) - Fix cpp formatter differences [#2773](#2773) #### 🤷♂️ Other - test_api: set different app_id based on what test is run [#2599](#2599) - Introduce `rerun compare` to check whether 2 rrd files are functionally equivalent [#2597](#2597) - Remove `files.exclude` in vscode settings [#2621](#2621) - Support feature-gated rust attributes [#2813](#2813) ### Checklist * [x] I have read and agree to [Contributor Guide](https://github.com/rerun-io/rerun/blob/main/CONTRIBUTING.md) and the [Code of Conduct](https://github.com/rerun-io/rerun/blob/main/CODE_OF_CONDUCT.md) * [x] I've included a screenshot or gif (if applicable) * [x] I have tested [demo.rerun.io](https://demo.rerun.io/pr/2842) (if applicable) - [PR Build Summary](https://build.rerun.io/pr/2842) - [Docs preview](https://rerun.io/preview/pr%3Arelease-0.8/docs) - [Examples preview](https://rerun.io/preview/pr%3Arelease-0.8/examples)
Closes #1921
What
The crux of the problem is the following:
The major consequence of this is that our global
RecordingStream
context is duplicated into the child memory space but none of the threads (batcher, tcp-sender, dropper, etc.) are duplicated. When we go to callconnect()
inside the forked process, we try to replace the global recording-stream, which subsequently tries to call drop on the forked copy ofRecordingStreamInner
. However, without any existing threads to process the flush, things just hang inside that flush call.We take a few actions to alleviate this problem:
cleanup_if_forked
which compares the process-ids on existing globals and forgets them as necessary.os.register_at_fork
to proactively callcleanup_if_forked
in any forked child processes.cleanup_if_forked
inside of init() in case we're forking through a more exotic mechanism.Additionally, it turns out that forked processes bypass the normal python
atexit
handler which means we don't get proper shutdown/flush behavior when the forked processes terminate. To help users workaround this, we introduce a@shutdown_at_exit
decorator which can be used to decorate functions launched via multiprocessing.Testing
On linux:
observe demo exits cleanly and all data shows in viewer.
Checklist