Turn High-Energy Physics detector geometry into a scene you can actually fly through.
Detector geometries (ROOT/TGeo, DD4hep, GDML, GeoModel, …) are huge, deeply nested, and built for simulation — not for looking at. nodehammer converts them into a clean, semantically-tagged scene graph and renders it in real time with a physically-based pipeline, natively or straight in the browser.
TGeo / DD4hep ── (GDML/Geant4, GeoModel: planned)
│
▼
Semantic scene graph (.nhb / .nhb.zst)
nodes · shapes · materials · deduplicated transforms
│
┌──────┴──────┐
▼ ▼
glTF / OBJ Render IR (NHR8, FlatBuffers)
│
▼
Interactive viewer
native (Metal / GLCORE / D3D11) · web (WebGPU / GLES3, wasm)
Every stage is driven by declarative TOML config — keep_if/drop_if
selection rules with a small predicate-expression language
(tag.sensitive == "true" && any(path ~= "**/Pixels/**")), material
remapping, and analytical boolean cuts — so you can go from "the whole
detector" to "just the Pixel barrel" without touching code.
Status
nodehammer is under active, pre-1.0 development. Here's what's real today versus what's on the roadmap.
✅ Implemented
- Importers: ROOT/TGeo and DD4hep, each independently switchable at
build time (
NODEHAMMER_WITH_TGEO,NODEHAMMER_WITH_DD4HEP). - Exporters: glTF/GLB and OBJ (render IR), plus the native
.nhb/.nhb.zstFlatBuffers semantic-scene container — a documented, zstd-compressible on-disk format. - Analytical geometry surgery: semantic-level azimuthal wedge cuts and boolean operations via manifold, correct on non-manifold swept primitives, cooperative with UI progress.
- CLI:
convert,inspect,config,project,viewer. - Viewer rendering pipeline, live today:
- Full offscreen HDR pipeline with ACES / Reinhard / AgX tonemapping and exposure control
- GTAO screen-space ambient occlusion, with selectable quality presets
- Nishita single-scattering atmospheric sky (real Rayleigh + Mie, a real sun disc) baked into the IBL pipeline, plus a visible background dome
- FXAA 3.11 console-quality antialiasing
- Dynamic, GPU-load-adaptive render scale with a power-saving idle profile — renders on demand and caps the idle frame rate
- Live ImPlot performance graphs in the debug panel
- High-resolution, supersampled PNG screenshot export
(
nodehammer viewer shot -o out.png ...) — verified on Metal; the WebGL2/GLES3 and WebGPU readback paths compile and link but are not yet verified in-browser
- Builds on macOS, Linux, and Windows natively (Metal, GLCORE, and D3D11
respectively), plus a wasm build targeting both GLES3 and WebGPU from one
configure, with the browser shell auto-picking the right bundle via
navigator.gpu. All five configurations build and pass the (headless) test suite in CI. A headless compute-worker wasm module (nodehammer-compute) runs tessellation and boolean cuts off the main thread. macOS is the primary hand-verified target for the interactive viewer itself — see below for what's untested elsewhere. - Modern C++: C++23 throughout (
<print>, the works); requires GCC ≥ 14, Clang ≥ 18/libc++, or MSVC ≥ 19.37.
🚧 Planned / in progress
- GDML/Geant4 importer — CMake option and library wiring exist
(
NODEHAMMER_WITH_GEANT4); the actual importer isn't written yet. - GeoModel importer — CMake option declared only; no implementation.
- Windows viewer verification — the D3D11 backend builds and passes CI's
headless tests, but the maintainer has no Windows machine to manually
verify interactive rendering; the PNG-export readback for D3D11 is a
build-time
#errorstub for now. - Bloom and IBL-quality levels — UI controls exist and are wired
through
RenderQualitySettings, but both are no-ops for now. - Project save/export system — the archive-as-project model below is landing now (working set, IndexedDB persistence, sidecar viewer mode, layered steer, Publish package); in-viewer editor windows and a named multi-document switcher are still to come. See docs/viewer-project-strategy.md.
- Single-instance enforcement + a real macOS
.appbundle — designed, not implemented; see docs/viewer-single-instance.md.
Project model: the archive is the project
One
ZipWorkingSetis both the thing you author (edit / curate / drop files into) and the thing you publish (serialize → host → share). Authoring and publishing are the same object flowing in two directions.
A nodehammer project is a .nhproj archive: a ZIP container holding the
config, geometry, and materials for a scene, plus an optional root
nodehammer.toml that makes it self-describing. The same archive opens
natively, in the browser, and behind a published link.
| Term | Meaning |
|---|---|
| Working set | the live, editable in-memory project (ZipWorkingSet) — what the viewer edits |
| Archive | a serialized .nhproj of a working set — the portable, publishable unit |
| Project manifest | root nodehammer.toml inside the archive: [project] entry keys + [view] initial steer |
| Sidecar | nh_manifest.json next to index.html — points at archive(s), carries deployment presentation (lock, steer overrides) |
| Steer | view-state (camera, angle cut, rotation, toggles) — the ephemeral per-link layer, committed to the URL query |
| Provenance | Empty | Local(name) | Remote(url) — where the working set came from; drives persistence and posture |
| Package | the self-contained static folder emitted by Publish — drop it on any static host, zero server code |
The web build has two postures from one wasm binary, branched on whether a sidecar is present:
- Application mode (no sidecar) — empty start, editable, native-like; the working set auto-persists to IndexedDB and restores on reload. Your document.
- Viewer mode (sidecar present) — fetches the archive, content locked, re-fetched from source on reload. A publication.
Content-lock is a deployment property of the sidecar; steer is never frozen,
so a shared link keeps camera and cuts live. The only viewer→app bridge is
explicit: save the .nhproj and open it in application mode.
Full design of record, including backend mapping and mode transitions: docs/viewer-project-strategy.md.
CLI
nodehammer convert # geometry in, anything out — the pipeline
nodehammer inspect # summary | tree | tags — ask about a scene
nodehammer config # validate | flatten — TOML and Lua configs
nodehammer project # pack | publish | info — .nhproj archives
nodehammer viewer # open | serve | shot | bench — the app
nodehammer skills # list | install — the agent skills shipped in the binary
Five nouns and one verb. The design of record, including the vocabulary and why each old name went, is docs/cli-design.md.
convert spans the whole pipeline, and the output format decides how far it
runs: -o scene.nhb stops at the semantic scene, -o scene.glb tessellates
first, and asking for both in one command is one pass rather than two.
Tessellation is lossy by construction — solids become triangles — so .nhb is
the faithful stop and .glb is a one-way door.
nodehammer project pack -c scene.toml -i odd.xml -o odd.nhproj
nodehammer viewer odd.nhproj serve # open it in a browser
nodehammer project publish odd.nhproj -o site/
Agent skills
--help says what the flags are. It does not say which command blocks until a
human closes a window, which output is a stable contract and which is prose for
a reader, or that a missing importer is a compile-time option rather than a
broken file. skills/nodehammer/SKILL.md says
those things, and it ships inside the binary — so installing nodehammer,
by any route, is enough to have it:
nodehammer skills install # ~/.agents/skills, linked from ~/.claude
nodehammer skills install --scope project # this repository instead
nodehammer skills list # what this build carries
The real copy goes to .agents/skills/<name>/, the cross-agent location read by
Claude Code, Codex CLI, Gemini CLI, Copilot and Cursor alike. .claude/skills/
gets a symlink to it — Claude Code reads only its own directory but follows a
link out of it, so one copy serves both and they cannot drift. That link is
created only if .claude/ already exists; inventing a config directory for a
tool you may not have is not this command's business.
Because the bytes are compiled in, uvx nodehammer skills install works exactly
the same way — the wheel's nodehammer command and the compiled executable are
one implementation, so there is no packaging knob to get wrong and no way for a
development install to carry a different skill than a released one.
This repository links its own skill into .agents/skills/ and .claude/skills/,
so a checkout is already live. That also means skills install --scope project
here refuses without --force, which is the point: those links go to the
source file, and writing through one would edit the tree.
DD4hep plugins that require the global detector
Some detector plugins, including ALLEGRO's k4geo readout segmentation, look up
constants and geometry through dd4hep::Detector::getInstance(). The default
XML importer creates a private detector. In a DD4hep-enabled native build,
opt into the global detector for these plugins:
nodehammer convert -i ALLEGRO_o1_v03.xml --dd4hep-global -c scene.toml -o allegro.glb
Source the experiment's DD4hep/plugin environment first. The flag works before
or after the subcommand, including inspect, and applies only to DD4hep XML
loading. It loads one compact into a fresh default detector and leaves it alive
until process exit. An already populated detector or a second global import is
rejected; nodehammer never resets or replaces an existing detector. Selection
and export run normally in the same process, with plugin output on stderr.
If a plugin calls exit() during XML import, the native CLI prints NH0302
before exiting. In private-detector mode the warning suggests retrying with
--dd4hep-global. Successful imports and caught exceptions do not trigger it.
This uses atexit: it does not catch abort(), _Exit(), or fatal signals,
and it preserves the plugin's exit status.
The flag is also available through runCli and the Python console script in
DD4hep-enabled builds. Programmatic callers can pass backend options explicitly:
auto result = nodehammer::readSemantic("detector.xml", {
.importerOptions = {{"dd4hep.useGlobalDetector", true}},
});
import nodehammer as nh
result = nh.read_semantic(
"detector.xml",
importer_options={"dd4hep.useGlobalDetector": True},
)
Omitting these options keeps private-detector behavior. Each call or CLI
invocation owns its options; they do not affect subsequent calls. Supplying
DD4hep options for another format, or without the backend compiled in, raises
NH0105. Unknown keys and incorrect value types also raise NH0105; values
are not coerced. The option map accepts bool, signed 64-bit integers, double,
and strings (Python: bool, int, float, str). Backends declare supported
keys and defaults; dd4hep.useGlobalDetector is a boolean defaulting to false.
Explicit options, including false, must belong to the selected backend.
Global mode rejects an already populated detector and any second load,
including retries after a failed load. It never destroys the singleton.
Applications that already own a detector can use fromDD4hep(detector).
The exit-warning handler and stdout redirection remain native executable policy. Library and Python calls do not install a process exit handler; a plugin that exits can terminate their host process. No helper executable or subprocess is required.
Building
Dependencies are managed with Conan; builds with CMake + Ninja.
just recipes # export vendored recipes (sokol-shdc)
just deps # conan install (viewer=True)
just configure # cmake --preset conan-relwithdebinfo
just build
just test
Or drive conan/cmake directly — see the Justfile for the
exact flags, including the Emscripten/wasm targets (just wasm-deps,
requires emsdk) and the
spack-based dev configuration (configure-full) that turns on the TGeo and
DD4hep importers together.
Key CMake options:
| Option | Purpose | Status |
|---|---|---|
NODEHAMMER_WITH_VIEWER |
Build the sokol/Dear ImGui interactive viewer | ✅ |
NODEHAMMER_WITH_TGEO |
ROOT/TGeo importer | ✅ |
NODEHAMMER_WITH_DD4HEP |
DD4hep importer | ✅ |
NODEHAMMER_WITH_GEANT4 |
GDML/Geant4 importer | 🚧 links Geant4 only, no importer yet |
NODEHAMMER_WITH_GEOMODEL |
GeoModel importer | 🚧 declared only |
NODEHAMMER_BUILD_TESTS |
Build the Catch2 unit-test binary | ✅ |
NODEHAMMER_BUILD_SHARED |
Also build and install libnodehammer and libnodehammer_ingest + the public headers + a CMake package config |
🚧 packaging works; the API it exposes is still being written |
With NODEHAMMER_BUILD_SHARED=ON, cmake --install adds both shared libraries,
include/nodehammer/, and a package config, so a consumer needs only:
find_package(nodehammer CONFIG REQUIRED COMPONENTS Shared)
target_link_libraries(app PRIVATE nodehammer::shared)
No find_dependency for zstd, flatbuffers, manifold or the rest — the shared
library absorbs them. ci/shared-build.sh runs the whole thing end to end and,
on ELF, checks that nothing third-party or internal escaped into the export
table. CI runs it on every native platform.
A consumer needs only C++20. nodehammer itself is built as C++23, but the
installed headers do not require it, and the exported target asks for no more
than cxx_std_20. ci/shared_consumer compiles at exactly that floor, so a
public header reaching past it fails there rather than in your build.
On Windows the library and its consumer must agree on the C runtime (/MD vs
/MT) and on _ITERATOR_DEBUG_LEVEL — so a Debug consumer needs a Debug
nodehammer. This is not specific to nodehammer; it is what passing std::
types across a DLL boundary requires, and mismatches usually surface as heap
corruption rather than as a link error.
Try it
The repo ships a real detector fixture — the Open Data Detector — ready to convert:
just odd # full ODD → glb (see the Justfile for single-stave recipes too)
build/RelWithDebInfo/nodehammer viewer open
…in a browser
Every push to main publishes the wasm viewer to
https://paulgessinger.github.io/nodehammer/, in both of the postures the
web build supports:
/app/ |
the open application — empty start; drop a .nhproj or loose config/geometry files onto it |
/odd/ |
the full Open Data Detector, preconfigured and content-locked |
/odd-simple/ |
the simplified ODD — same, lighter to build |
Each directory is a self-contained static package of the kind the viewer's
Publish command emits. Reproduce the whole site locally with
just pages-site after just wasm-release.
Project layout
src/ core pipeline: cli, config, ir (intermediate representation),
scene building, tessellation, selection, the viewer, web glue
shaders/ sokol-shdc GLSL sources for the full render pipeline
schemas/ FlatBuffers schemas (render.fbs, semantic.fbs)
profiles/ Conan profiles (Emscripten cross-compilation)
recipes/ vendored/patched Conan recipes (sokol, sokol-shdc, imgui, implot, nfd)
fixtures/ sample detector geometries and configs
docs/ format specs and design docs (nhb format, predicate expressions,
orbit navigation, rendering-fidelity strategy, PNG export)
web/ browser viewer entry point
License
MIT © Paul Gessinger — see LICENSE. Third-party license texts for vendored/bundled assets live under LICENSES/.
Embedding geometry ingestion
For experiment integration without the processing/viewer dependency stack, see
the C++20 ingestion library. It reuses existing ROOT
and DD4hep installations and provides nodehammer::ingest.
Metadata
Release files for nodehammer 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| nodehammer-0.3.0.tar.gz | 1.3 MB | With provenance | Details |
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| nodehammer-0.3.0-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.12 | abi3 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| nodehammer-0.3.0-cp312-abi3-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl | CPython 3.12 | abi3 | Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| nodehammer-0.3.0-cp312-abi3-macosx_13_0_arm64.whl | CPython 3.12 | abi3 | macOS 13.0+ ARM64 | Details |
Total release size: 9.8 MB
Release files / nodehammer-0.3.0.tar.gz
| Download URL | nodehammer-0.3.0.tar.gz |
|---|---|
| Size | 1.3 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
a2fc5d758749502f76b7d889f582f57a0432dfbd4bf58509c917e2239fedb0cb
|
|
BLAKE2b-256 checksum How to use checksums |
5ea5ce2f72a3dbfb62216e393bd3022b395c657d4f16f43423aec741d7182166
|
| 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 Oct 14, 2026.
Transparency logRelease files / nodehammer-0.3.0-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | nodehammer-0.3.0-cp312-abi3-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
c1128c9e0e0b07d5f5ed3191ca92f92fe76e17904d5fc00afcedc2a37f2b40cd
|
|
BLAKE2b-256 checksum How to use checksums |
42fd89a266abc44ae9e2c9f08b845e8c636f1a20e5324e5176ca3fdad2ce091c
|
| 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 Oct 14, 2026.
Transparency logRelease files / nodehammer-0.3.0-cp312-abi3-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
| Download URL | nodehammer-0.3.0-cp312-abi3-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
fb4fdd54d66e2aef60a0432bbacd417532f288cf34c0040bd02986305d98968b
|
|
BLAKE2b-256 checksum How to use checksums |
8d0c0d6123c2469e2f9feb9c5c0a01fa9f1c3b6d703492f94c12e64ef1b7d5fb
|
| 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 Oct 14, 2026.
Transparency logRelease files / nodehammer-0.3.0-cp312-abi3-macosx_13_0_arm64.whl
| Download URL | nodehammer-0.3.0-cp312-abi3-macosx_13_0_arm64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.12 abi3 macOS 13.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
3522578a6323a9821e18269f73dcaedc92bd5a16b571eaa9e93ba781a9d5b4f9
|
|
BLAKE2b-256 checksum How to use checksums |
3afb622ef3b0beb15083e36c4cefead57784b13dc7de004249b03bcae53c1e2d
|
| 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 Oct 14, 2026.
Transparency logSecurity for nodehammer 0.3.0
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 4 files in this release have been uploaded with provenance metadata.
Attestation for nodehammer-0.3.0.tar.gz
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 Oct 14, 2026.
Transparency logA 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.
To learn more about protecting yourself from malicious actors, visit our package security documentation.