The learned demosaic was an option under Detail, off by default. It is
now how a Bayer raw is developed: on by default at full strength on
every device — which hardware runs it is the inference engine's choice
— and first in the Adjust panel, since it decides what every control
below is applied to.
Strength (0-100, default 100) replaces Keep grain: grain = 100 -
strength, the same luminance-only blend, so moving it is one GPU pass
and never a re-run. 0.21.0's sidecars stored grain; it is still read,
as the inverse, and never written.
With it on for every photograph, the result is now kept on disk
(denoise.md §7.1, §12): the network's output as half floats, keyed on
a SHA-256 of the file's bytes and the model, oldest first past a 5 GB
budget, beside the inference engine's cache. A reopened photograph and
an export of one already developed read it back instead of running the
network again; a damaged entry is a miss.
A Bayer photograph keeps its mosaic in the session and is offered the AI
Denoise switch. Asked for, the network runs on the decode executor from a
hot-pixel-repaired copy — the app's own pass — with the frame's noise from
its best source, and its progress in the activity bar; the classical
demosaic shows until the result lands, and the finished job says where the
noise figures came from. Keep grain is a GrainBlend of the two, made once
per value; the render draws it as its source and the adjust pass never
knows. demosaiced stays the classical result, so the raw histogram, the
white balance picker, masks and segmentation still read the sensor.
The develop view reconciles on a 250 ms poll rather than on each way an
edit can change (slider, undo, preset, version, a sidecar from another
device): two comparisons when nothing changed, and no path that can forget.
A failure is not retried until the switch is toggled. An export of a
photograph that asks for it waits for a running job or computes it.
The noise model takes the best source the frame has: the body's measured
table (the Canon EOS 6D's, from the library), the DNG's NoiseProfile, or
the frame itself — read, row and column noise from its masked border, and
only the shot gain estimated, from the quietest flat patches. Checked on
130 6D frames, the estimate is within 10 % from ISO 1000 up; the network
loses under 0.3 dB for a sigma off by 15-20 %, so every Bayer body is
eligible.
Tiles of 1408 keep their central 1024 behind a 192-photosite halo, past the
185-photosite receptive field, and the frame is extended by reflection,
which keeps every photosite's colour; a pattern that starts on another
colour is read from one photosite up or left so the network sees RGGB, and
nothing is cropped. The tests run every Bayer phase, tiled against whole,
with a stand-in network of known reach.
The model ships as models/denoise/mosaic-1408.onnx (LFS), trained in
darkroom-denoise on the maintainer's own photographs, GPL like the code.
denoise_raw runs a file end to end: on a 6D frame at ISO 8000 the result
matches the training repository's own path to 2.5e-4 at worst, and takes
3.1 s on TensorRT fp16 (75 dB from f32) or 14.4 s on the CPU.
rawler's allocation guard is sized in samples but worded in pixels, and
a linear DNG passes width × 3. A 22927 × 8966 Lightroom panorama was
refused as ">50000 px wide", and develop fell back silently to the
embedded preview. Route rawler through third_party with the guard at
1.5 G samples and 200 000 per axis.
FR-CULL-13 says evidence never writes a rating, flag, label or trash
membership, and nothing enforced it. tools/traceability/src/verdicts.rs
parses the shipped code with syn and enumerates every write: calls to
the catalog setters and trash recorders, SQL that assigns those columns,
sidecar Amendment::Judgement, and fields named rating/flag/label. Each
site must be in ALLOWED with a reason, as Input (inside a Slint on_*
closure, checked structurally), Relay (its callers are checked in
turn), Carried (a verdict made elsewhere: sidecar and XMP pulls, sync
merge, catalog mirrored to file, duplicates consolidation) or
NotAVerdict. Unlisted sites and stale entries both fail
`cargo test -p traceability`; `traces verdicts` prints the list.
syn and proc-macro2 were already in the lockfile as proc-macro
dependencies; this adds the edges, no new crate and no version change.
Every folder the desktop asked for was a text field: the library folder
at launch, an import's source and second copy, a preset folder brought
over from Lightroom. A typed path is how a destination silently becomes
a new folder nobody meant — one wrong letter three levels down and the
write succeeds somewhere the photographer will never look — and a field
cannot make the folder that is not there yet.
They now open the platform's own dialogue through rfd: the XDG desktop
portal on Linux, the common item dialogue on Windows. The portal rather
than GTK because it reaches the user's files from inside the Flatpak and
needs no GTK in a Slint application, and it draws whichever desktop's
chooser is running, "New folder" included. It is awaited on Slint's
event loop (spawn_local), so the window keeps drawing while it is open,
and parented to the window so it opens over it.
PathRow shows what is chosen, read-only, beside the button. Android has
no filesystem dialogue — only SAF, which returns document trees, not
paths — so there the same rows stay typed fields (Pickers.local-paths).
The launch screen keeps the folder used last on screen with "Open
folder" beside it, so reopening is one press. Presets get two buttons,
a folder and a single .xmp file, because no platform dialogue picks
"a file or a folder" in one go.
dr_ui::duplicates is the half of #67 that touches files. The check reads
each copy's first and last megabyte by range through the backend and
hashes them (or compares stored content hashes where every copy has one),
keeps the probes in the catalog, and reads each copy's sidecar: a group
whose bytes differ, whose copies cannot be read, or whose develop edits
differ is left out and the review says why.
Consolidating a group carries the one edit onto the survivor's sidecar
where it has none, moves the other copies into the trash, and then
commits dr_catalog::duplicates::consolidate. A failure after the first
move puts the files and the sidecar back; a run that died between the
moves and the commit is finished by the next one, which finds each moved
file at its trash path.
Tested end to end on a folder library of real files: the copies land in
.darkroom-trash, the skipped groups are untouched, the edit reaches the
survivor, a catalog failure moves everything back, and restore returns
the copies byte for byte.
Every scene in tools/manual aimed at window pixels written in by hand, so
a panel that gained a row moved every slider under it and the recording
went on dragging where the slider used to be. The develop column has
already moved that way (Compose now sits above Adjust), and nothing said.
A build with the `automation` feature listens on the Unix socket named
by DR_AUTOMATION and answers where an element is: by its accessible
label, the name a screen reader reads, or by its markup id for the few
things that are not controls (the canvas, the crop rectangle). It uses
Slint's element queries, which need the compiler's debug tables, so the
feature also turns those on in build.rs. It only answers questions; the
input is still xdotool's real pointer. No default build has the feature,
and one that has it listens only when the variable is set.
drive.py gains click-on, drag-on, hold-on, wait-for, wait-gone, labels
and ids. The grid's cells are now named by their file, each rating star
by its value, the sidebar's + as "New collection", and the Adjust
heading's reset as "Reset all adjustments" - controls a screen reader
could not reach before either.
The Android develop view reads its frame back through memory (TD-1)
because wgpu's Vulkan swapchain never pre-rotates, and a portrait window
on this tablet's landscape panel then tears. The fix is a small patch to
each of these two crates, and this commit is only the ground it lands on:
both are byte-for-byte the crates.io sources the lockfile already
resolved, so the commits that follow are the patch and nothing else.
third_party/ is excluded from the workspace, or every path dependency
under the root would become a member and `--workspace` would test and
lint upstream code as ours. The README says how to carry the patches
across a Slint or wgpu bump, which matters because a stale version here
does not fail the build — cargo just warns and uses the unpatched crate.
The packages now carry the manual, but nothing in the application opened
it: the help sheet listed gestures and stopped there.
The help sheet gains a Manual button beside Done, and Settings a Manual
row under About beside the version. Both go through dr_ui::manual, which
finds the installed page through dr_plat::system_data_dirs (the package's
share directory on Linux, the executable's directory on Windows), and a
development build also in the checkout it was compiled from. A copy with
no manual says so on the status line rather than doing nothing.
On the desktop the page goes to the system browser. A section is a URL
fragment, and xdg-open's generic mode and Windows' FileProtocolHandler
both turn a file: URL into a path and drop the fragment, so a section is
opened through a one-line redirect page written to the data directory:
the opener gets a plain path, which every opener keeps, and the browser
follows the redirect to index.html#section itself. The launcher behind
the sign-in's open_in_browser is split out so both share it; the https
check stays with the sign-in.
Android has no path to give a browser: an asset is not a file, a copy in
private storage is unreadable to other apps, a file: URI across apps is
refused, and a content: URI leaves the browser resolving every picture
against the provider. So ManualActivity, a WebView reading
file:///android_asset/manual/index.html straight out of the APK, shows
it, started by class name with the section as an extra. JavaScript is
off, links off the page go to the browser, and the theme is day-night so
the page's own light and dark follow the system. A test checks that the
manifest, the Java class and dr_ui agree on the name and the extra.
The manual existed only as docs/manual/README.md, which the forge renders
and nothing else does. An installed copy of the application, on a laptop
with no network or on a tablet, had no manual it could open.
`traces manual` renders the README to docs/manual/index.html with
pulldown-cmark (already in the tree as Slint's Markdown parser, so this
adds a dependency edge and no crate). The page is one file with an inline
stylesheet that follows the system's light or dark preference, a
contents list of every section and subsection, and the pictures by their
relative media/ paths. Each heading carries the id the forge gives it, so
README.md#rating-and-flagging and index.html#rating-and-flagging are the
same link. A picture alone in its paragraph becomes a figure whose alt
text is shown as the caption, and every picture reserves its 16:11 box
before it loads, so a jump into the middle of the page lands where it
aimed rather than a screenful above. Links to design documents, which the
installed page has no copy of, point at the forge.
The page is committed rather than rendered at build time, as the gesture
book is: it is user-facing text reviewed in the diff, and the three
packagers then only copy it. `traces manual-check` fails in CI when the
committed page is not the render of the README, and the pre-commit hook
regenerates it when the README is staged.
Measured on a Radeon RX 7900 XT against Arch's onnxruntime-rocm 1.29
(docs/inference.md §1.3): MIGraphX fp16 runs the detectors at 2.4–3.4 ms
against 10–58 ms on the CPU provider, the inpainter at 8 ms against 514,
with a 15–135 s compile per graph the first time and under a second from
its cache after. A compiling rung on TensorRT's terms, wired the same way.
The ROCm execution provider is gone (removed in ONNX Runtime 1.23), so the
AMD ladder is MIGraphX then the CPU, with no non-compiling rung between.
MIGraphX is registered through the runtime's generic key/value entry
point rather than ort's builder: 1.29 reads the legacy options struct for
its precision flags only, and the compiled-program cache directory
(`migraphx_model_cache_dir`) only travels the generic way. The provider's
cache key omits the precision, so f32 and fp16 programs get their own
directories. The probe fingerprint now includes the provider libraries
beside the runtime and the ROCm version, since a distribution's CPU and
ROCm builds are the same file at the same path.
`status().failed` reports only the rungs above the selection, so an AMD
desktop's About line says why MIGraphX won rather than that the NVIDIA
providers are not in the build.
Two examples: `ep_probe` times each provider cold and from cache, and
`ladder` drives `init` as the app does to watch the first-run sequence.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
The bitmap under the cursor was a solid red rectangle. Slint's drag
overlay uploads the image as a texture, draws it and drops the texture in
one call; with the wgpu FemtoVG renderer the drop is immediate and the
draw is deferred to the flush, so the frame binds femtovg's placeholder —
which is red. An image with a cache key survives in the texture cache
until after the flush, and only a path gives one. So the composite goes
to the data directory's scratch as a PNG and comes back through
load_from_path; one file per drag, removed when the drag ends. A
workaround for Slint 1.17.1, written up as one beside the code.
XFeat's two exports are a Keypoints role now; the crate no longer names
tract, and the app compiles TensorRT engines for both ahead of the
first merge. The probe picks the smallest *detector* rather than the
smallest file: the tablet's first run chose the 112 KB eye classifier,
which has no int8 form, and reported the Hexagon as failed for want of
one.
The desktop names where a package may have put libonnxruntime — an
override variable, beside the executable, the package's own library
directory, the Flatpak prefix, the system library directory — and
Android points at the APK's native library directory, which is also
what Qualcomm's DSP loader must be told for the Hexagon skel. Android
starts the engine at the end of the model unpack rather than at launch,
because the probe fingerprints the model files and a first launch has
none until then.
The About panel gains an Inference row beside Graphics, re-read every
two seconds while the probe runs and engines land, and faces.model_id
carries the detector's form: an int8 detector finds a different set of
faces and is a different population (docs/inference.md §7). A
low-memory signal drops every idle session with the GPU caches.
The APK assembly bundles ONNX Runtime and the Qualcomm HTP libraries
from Maven, fetched by tools/fetch-android-runtime.sh with their
published checksums; RUNTIME_DIR=none builds the tract-only APK, which
is a slower app and not a broken one. The desktop packages carry no
runtime yet.
Two probe fixes from the first desktop run: the floor must not be
built with CPU fallback disabled, and a versioned libonnxruntime.so is
a runtime too. On the reference desktop the probe now loads ONNX
Runtime 1.30, measures 30 ms on the CPU provider, and selects TensorRT
at 1.5 ms.
One crate names the runtime, the providers and the devices; dr-face and
dr-segment ask it for a session by role. It hands ort an API table once
per process — from a libonnxruntime it dlopens when the app names a
directory holding one, otherwise from tract — so the Rust build stays
free of C on every target and a package can install the runtime as a
file (docs/inference.md §3).
Sessions live in a registry behind a Model handle that holds the bytes,
not the session: every use refreshes a timestamp and a reaper unloads
whatever sat idle past the decay. A scan that runs the detector on each
image never lets it go idle; a click in the develop view lets the
segmenter go after thirty seconds; a handle used after that reloads,
and reloads on a higher rung if a compiled engine has landed meanwhile.
The probe walks the platform's ladder by building strict sessions and
timing them against the CPU provider, caches the choice against a
fingerprint of the runtime, driver, hardware and models, and compiles
engines for the selected rung in the background, smallest model first.
Nothing in this commit turns the native path on: the apps still run on
tract until they call init with a runtime directory.
dr-export gains write_linear_dng — LinearRaw, DNG 1.4, u16 samples at
the sensor's scale, the body's matrices with their illuminants, the
as-shot neutral, the EXIF block an export writes — streamed strip by
strip through a closure so the composite is never held (FR-MRG-11). The
tiff crate's directory is a map, so PhotometricInterpretation is written
over what new_image set, which is the trick the S15.1 spike thought it
had to hand-roll around. The test reads the file back through rawler.
dr-decode's RawImage carries samples_per_pixel (a linear DNG is 3), the
body's profile with its calibrations mapped back to EXIF illuminant
codes, and the cleaned make and model. The GPU uploads a three-sample
image as it is, normalised by black and white like a photosite, through
a full f16 conversion — subnormals kept, because a 14-bit LSB sits at
f16's smallest normal and rounding it to zero would crush exactly the
shadows the file was written to keep.
A new crate holding the CPU half of a merge (FR-MRG-10): the grayscale
proxy with orientation, the XFeat decoder ported step for step from the
reference detectAndCompute, mutual-nearest-neighbour matching, a robust
pairwise homography with the focal length read off it, a hand-rolled
Levenberg–Marquardt bundle adjustment over every rotation and the focal,
the three output projections, and align(), which chains it all and names
the frames it could not place rather than guessing (FR-MRG-5).
Dependency-free without the xfeat feature — linalg.rs says why the dense
algebra is hand-rolled — and tested on synthetic sweeps whose answer is
known exactly. The noise test records the single-row degeneracy: one
pixel of noise is a tenth of a percent of focal, which is a uniform
stretch of the sweep, not a misalignment.
FR-CAT-13 asked for standard XMP and `core/dr-xmp` answered the file: it
has read and written `dc:subject`, `xmp:Rating`, `xmp:Label` and the IPTC
core since 5fa4c07, under an ownership rule that leaves everything else in
the document untouched. What nothing did was call it. No scan found an
`.xmp` beside a raw, no catalog row was filled from one, no judgement
wrote one back, and the "external modification detected, reload offered"
clause had no mechanism. A library imported from Lightroom came in and
could not go back out.
The scan collects `.xmp` beside `.drsc` from the listings it was already
paying for, and the pull reads each one whose ETag has moved. Both
namings resolve: darktable's `IMG_0001.CR3.xmp` names its file exactly,
Lightroom's `IMG_0001.xmp` names the stem, and under the stem the JPEG
beside a RAW is the same photograph and takes the same document, as
DarkRoom's own sidecar already does. Each is reconciled with the catalog
winning — keywords union, a rating or label taken only where the catalog
has none — because a standard XMP carries nothing that could say whether
its value is newer. A genuine disagreement is not resolved; it is written
to a table, and the settings page offers the sidecars' values against it.
That button is the reload the requirement asks to be offered, and the
ETag that moved is the detection it asks for: an `.xmp` edited elsewhere
is exactly a file the pull's ordinary incrementality re-reads.
Writing goes the other way behind a setting that starts off, since NFR-R4
makes writes beside somebody's originals theirs to switch on. With it on,
a judgement or a keyword rewrites the sidecar of whichever spelling
exists, or creates Lightroom's. The record is read from the catalog
whole at that moment rather than carried from the gesture, so a rating
and a keyword a second apart are two writes of one file that agree. And
the file's own title, caption, copyright and hierarchy come through the
rewrite: the catalog has no columns for them, `rewrite` replaces the
owned set wholesale, and a record that said nothing about them would have
deleted them from a Lightroom sidecar on every star.
The rating's two axes cross the format's one field both ways: a
rejection is Adobe's `-1` and stars are stars, and stars arriving on a
rejected frame lift the rejection, since the file said it was worth a
number. An unrated file says nothing and clears nothing, on the rule the
`.drsc` merge keeps. `versions.label` finally has a reader and a writer,
with the code table moved out of the query so the two cannot drift.
Three things the Windows build showed the entry point was missing, and
that a Linux build never asks for.
`--version`, answered before the logger and the crash hook install: a
binary built on a machine that cannot run the application — the Linux
CI producing the Windows executable, checked under Wine — needs an
exit that proves it starts without opening a window or touching the
user's directories. It is the smoke test in docs/windows.md §6.
A GUI-subsystem executable in release, or Windows keeps a console
window open behind the application for the life of the process. Debug
builds keep the console, which is where their log goes.
A resource block, or Explorer, the Start Menu and the taskbar show the
generic executable icon and the Details tab is empty. build.rs wraps
the PNG every other platform uses into an .ico at build time — an ICO
entry may be a PNG, so the wrapper is a 22-byte header — and hands it
to winresource with the version cargo already knows. The crate is an
unconditional build-dependency because a cfg(windows) on one is
evaluated against the host, which here is Linux; the script itself
returns before touching it on any other target.
FR-CAT-13 asked for standard XMP and nothing in the tree parsed or wrote a
byte of it. `keywords.rs` mentioned `dc:subject` in a comment about what a
keyword's text is for, `dr-export`'s metadata module said "neither is read by
`dr-decode` today" about its own half, and `dr-preset-xmp` reads a different
file for a different requirement. So a library imported from Lightroom could
come in and never go back out: a one-way door, which is not a thing a
photographer walks their archive through.
`core/dr-xmp` reads and writes the properties the requirement names —
`dc:subject`, `lr:hierarchicalSubject`, `xmp:Rating`, `xmp:Label` and the IPTC
core fields — from whichever shape the file happens to use. A property may
arrive as an attribute or as an element, inside a Bag, a Seq, an Alt or no
container at all, because the specification is not what wrote the file; so one
collector takes whatever is in a property and the declared shape decides only
how many values survive. `xmp:Rating="-1"` is modelled as Adobe's rejection
rather than folded into zero stars, since DarkRoom keeps those on two axes and
the mapping belongs where both are visible.
Writing is a rewrite rather than a serialisation, and that is the whole design.
An XMP sidecar is a shared document: the file beside a raw carries somebody
else's `crs:` settings and comments and namespaces, and rendering our record
over it would be data loss on every photograph but the first. The rule is
stated once, in the crate documentation and in `PROPERTIES`: DarkRoom owns
exactly those properties, identified by namespace URI and never by prefix, and
nothing else in the document. Everything unowned is copied through byte for
byte. A `Description` left empty once our properties come out of it is
withdrawn, which is what keeps a rewrite idempotent instead of adding a husk to
the file on every save.
Precedence is settled conservatively, because a standard XMP carries no
revision and no device and there is nothing in it to order two edits by.
Keywords union, following the rule `dr_catalog::merge` already makes for
assignments; every other field is taken only where DarkRoom holds none,
following `Version::merge`'s judgement rule, and a genuine disagreement is
reported rather than resolved so a caller can offer the reload the requirement
asks for. What is deliberately left open — when a reload may happen without
asking — is written down in the module rather than picked silently.
No new dependency: quick-xml was already in the tree for WebDAV and for
Lightroom presets. Nothing above the crate calls it yet, and `outstanding.md`
now says so along with the two smaller gaps, GPS and the filename convention.
dtourolle
