"the video never presented frame 1; it offered 2" was this function waiting
for a frame it had not asked for a second time. The walk discarded a wrong
frame and re-armed the callback WITHOUT seeking again, and nothing further is
ever presented to a paused element that has not been asked to move — so one
wrong answer starved until the timeout and reported it as the browser refusing.
Underneath that, the wrong answer was not wrong. A container can carry an edit
list, and `currentTime` then counts from the start of the edited presentation
while a frame's `mediaTime` counts from the start of the media. The two differ
by a constant, so the frame at currentTime 0 can honestly report a mediaTime
two frames in. Seeking cannot correct for it in the positive direction: source
frame 0 would have to be found before the start of the video, every attempt
clamps at zero, and the walk offers frame 2 forever.
So the constant is measured once and subtracted. `calibrate!` takes whatever
the browser calls the first frame it shows and makes that the origin, which is
the honest definition anyway — it is what a viewer sees at time zero, and the
audio clock this take plays against starts in the same place.
Calibration also leaves the element on frame 0, so the walk starts holding it.
`frame!` returns immediately for a frame already on screen rather than seeking
to where it already is, which presents nothing and would hang.
Residual error still re-seeks, corrected by exactly the measured miss, and
still fails loudly with every frame that was offered and where it was asked
from, so a next failure is diagnosable in one shot rather than four.
The proxy also drops B-frames now. That removes the edit list at the source
rather than only coping with it, and makes decode order presentation order
should this ever be fed to WebCodecs. 14% larger, and extraction refuses a
proxy whose timeline is shifted so it cannot come back silently. Honest note:
this was my first diagnosis and it did NOT reproduce the failure — both
proxies walk correctly here on hardware decode — so it is hardening, not the
fix.
Verified by forcing the fault: a harness that offsets the reported timeline by
-2, -1, 0, +1, +2 and +5 frames failed on every positive offset before and
recovers on all six now, first attempt. Real app in headed Chrome with Metal
hardware decode: 280/280. 41 backend and 234 frontend tests green.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Detection now walks a browser-seekable H.264 proxy in MediaPipe's VIDEO
running mode. The PNG sequence it replaces was 112MB for 7.6 seconds at
1440x1920 and 1.1GB at the 900-frame limit; the proxy is 6MB, and landmarks
detected off decoded H.264 rather than off the PNGs moved at most 0.0033 of
frame width.
Three things had to be true for video mode to work, and each was measured
against the same footage decoded to PNGs:
/blob/<digest> answers byte ranges. Django's FileResponse does no Range
handling, and a media element handed 200 with no Accept-Ranges reports an
empty `seekable`, no-ops every currentTime write, and detects frame one
ninety times without raising.
A seek aims at the MIDDLE of its frame. Aiming at i/fps sits on a frame
boundary and landed one frame early 31 times in 91; (i + 0.5)/fps was exact
on all 91.
Timestamps are strictly increasing footage milliseconds. Video mode is a
tracker: a repeat leaves the graph in an error state every later call
re-throws, so the landmarker is discarded on failure, and passing the frame
index instead of i*1000/fps moved landmarks six times further from the
per-frame answer.
Frames are verified rather than trusted. requestVideoFrameCallback states
which frame it handed over, the walker discards any other and fails loudly
if the one it asked for never arrives — a stale presentation from the tail
of a previous seek is what produced "asked for frame 1 and it presented
frame 2" on a video whose seeks were in fact exact.
The proxy is re-encoded even when the upload is already H.264: HEVC is not
decodable everywhere, and footage identity is the proxy's digest. The JPEG
stills beside it are tracing references, outside the footage digest because
re-rendering them at another size is not different footage.
Verified end to end in a real browser against real footage: 228/228 frames
detected, a drawn roto face, 37 backend and 234 frontend tests green.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
There were two answers in the tree to "which stored bytes stop being valid when
this knob moves", and only one of them was checked.
`flow/address/block-knobs` is per block and asserted by biconditional —
`address-test` re-freezes the take once per knob and requires that the bytes
changed if and only if the key did. `domain/params`'s `:affects` was per area,
had no caller but a test asserting it returned what it was written as, and was
already wrong in both directions on the one entry where the two granularities
disagree: `:aperture-cut` claimed `#{:mouth}`, where it reaches no block, and
omitted the teeth, whose contour bytes it genuinely moves by gating
`condition/interior`'s smoothing. `:blink-cut` claimed `#{:eye}` and reaches no
block either, because a blink is `[:vis]` keys in tier 1.
So `:affects` and `affected-areas` are gone, and `address/knob-roles` is the
derived inverse of the table that is asserted — which is what a parameter panel
actually wants to ask. A knob absent from it invalidates no block, and that is
an answer rather than a gap.
Two new assertions keep the derivation from rotting at either edge: every role
in the table is reachable from some knob, and every knob a block declares is one
the registry defines. The second closes a real hole — `block-descriptor` checks
only that a knob was PASSED, and the freeze's `merge take/knobs` makes that true
of anything spelled like a keyword, so a typo in `block-knobs` would have named a
setting no slider can move.
228 CLJS tests, green.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Step 9. The tier split was the work; Django was the easy half.
Tier 1 — the authored scene — is the document, and it is addressed as
independently versioned leaves rather than saved whole, so one vertex drag
cannot clobber a collaborator's keying. `domain/leaf` is the document as
path -> value; `domain/wire` puts it on the wire as transit, because JSON
has neither integer map keys nor keywords and a save would quietly turn
`{0 v}` into `{"0" v}`.
Tier 2 — the dense channel blocks — is content-addressed by a hash over
every input, with the detector version inside every key through the
analysis the block descriptor names. `flow/address`'s `block-knobs` is the
invalidation table, and `address-test` does not trust it: it re-freezes the
take once per knob and asserts the biconditional, that a block's bytes
changed if and only if its key changed. That found `brow-pos` not depending
on `contour-avg` — the brow ring is smoothed, the raise is not.
Tier 3 — frames and audio — is served by the hash of its bytes out of the
same store. A manifest now names frames and carries a URL for each, so the
frame layout stopped being a shared secret between a shell script and a
ClojureScript namespace, and the `?v=` cache-buster went with it: a blob's
name is the hash of its contents, so a stale copy is not a thing that can
happen. The synthetic take's `audio.wav` moved to `static/arthur/` — an
asset the project owns, not an extraction that churns.
The server verifies rather than trusting a name it was handed: it
recomputes every key from the descriptor stored beside it, refuses an
analysis that declares no detector version, and refuses a document naming
blocks it does not hold. It hashes the descriptor TEXT, because JS prints
an integral double as `1` and Python as `1.0`, and a scheme where both ends
re-render the numbers disagrees on the first parameter that happens to be
whole.
Two loose ends from step 8 closed on the way. `pack` no longer takes a
`(track, frame)` predicate whose call sites each re-derived a feature from
an index — every track names the feature it follows, which deleted five
hand-maintained mappings. And `:dev-http` is gone: Django serves the page,
shadow-cljs only builds into the staticfiles tree.
227 CLJS tests, 31 Django tests, green.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The absence mapping was asserted for two of the ten dense tracks. Each block
hands `pack` an :absent predicate that derives a feature from a track INDEX, so
the predicate and the vector literal beside it agree only by hand, in four
places — and three of the four blocks had nothing checking them.
Give each feature a DIFFERENT gap window, so a track wired to the wrong feature
shows up as absence inside somebody else's window. A single shared window passes
under any permutation, which is the failure port-plan mechanical fact #2 warns
about: swap left for right and every part is still roughly where it belongs, so
it survives inspection.
Verified by mutation, since a test that cannot fail is worth nothing. Swapping
the brow block's two tracks, and swapping eye-block tracks 1 and 3 while leaving
0 and 2 correct, both now fail loudly; neither was caught before.
Also pin the teeth. They are their own feature so they can carry their own
:area :teeth parameters, which means an occluded mouth sets no bit on them; they
are dropped regardless because they stencil on :mouth-in and scene/finish drops a
node whose stencil drew nothing. Both frames come from an unannotated reference
clip, because the interior only draws on an open mouth and a frame the mouth was
shut on would have passed for the wrong reason.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01B87NVmiU36qQmN9gmFYnJ9
Step 8's data model, ahead of its controls. Nothing here is a UI.
domain/params holds every knob's definition once — default, applicable area,
value constraints and the areas a change would force to regenerate. flow/take's
literal knob map becomes a view of it, so the take's defaults and the future
parameter panel cannot drift apart.
domain/feature adds subjects, features and groups as document data the renderer
never reads. A feature ID is stable for the whole clip, across occlusion: a run
of visible frames is not a new identity. An eye pair is an explicit group of one
or two eyes of the same subject, so a profile view with one identified eye needs
no invented partner. Settings resolve area -> subject -> group -> feature, and
dropping an eye from a pair materialises its effective values first so playback
does not jump. scene/problems now validates all of it.
Presence becomes per-feature rather than per-subject. freeze's :absent predicate
takes a track as well as a frame, so one occluded eye can be absent while its
partner still has a value; a full-face miss still marks everything absent. A
manifest may annotate known gaps as one-based inclusive intervals, which ingest
expands into observation tracks before measurement. An unobserved eye then gets
no vote in the iris pairing and cannot steer the shared gaze — gaze falls back to
whichever eye is visible. Temporal filters still see a sample on every frame,
held from the last observed one, because the numbers are a rectangular buffer;
the state mask, not the buffer, is what says the frame has no value.
js/app.js gets the same occlusion lesson: leading nulls from a face that starts
occluded used to throw away the whole take, and the neutral frame could be chosen
from a held duplicate pose.
Parameter editing, scoped regeneration and a feature-level detector remain. Until
one exists, footage without annotations falls back to the full-face mask rather
than claiming occlusions it cannot see.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01B87NVmiU36qQmN9gmFYnJ9
Two bugs in the browser suite, both dating from step 7 adding eyes, brows and
teeth to the stage.
The shut-mouth check asked for exactly one tone on the whole canvas. That was
true when the stage held nothing but a mouth; since step 7 every frame carries
five or six tones whatever the mouth is doing, so the check failed on a correct
picture. Ask instead whether :mouth-dark is on the stage at all: nothing else
carries that tone, so it answers "is the interior drawn" without needing to know
where the mouth is. freeze_test already got this same rescoping; its browser twin
did not.
The failure went unnoticed because close() raced Chrome's own profile writes and
threw ENOTEMPTY out of main's `finally`, past the summary line and the
process.exit that reports the failure count. The suite therefore exited 2 and
printed no verdict whether it passed or failed. Teardown is now allowed to fail
out loud without taking the exit code with it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01B87NVmiU36qQmN9gmFYnJ9
`stabilize` is three things wearing one name, and it is now three functions in two
stages: `flow/measure/anchor` fits the rigid transform, `flow/condition` smooths
its parameters, `flow/measure/mouth` measures the lip rings through the result.
Parity is on the COMPOSITION and not on the pieces -- a split that agreed
function by function and not end to end would be a split rather than a port.
The oracle now drives `stabilize` at three configurations and the port agrees to
1e-9 on ref, rigid, transforms, outer, inner and aperture, plus `smoothContours`
at three radii. Two of the three configurations are at aspect 0.5625, a 1080x1920
phone clip, because at aspect 1 `pick` is the identity: a port that dropped the
anisotropy correction outright would pass every other assertion in the suite.
148 tests, up from 134.
Three decisions worth the reading time.
`makeXform` is not ported, and its absence takes the face oval with it. It
centres on the oval's bounding box and zooms until the face is 80% of the raster
height, so every vertex it touched carried a cropping decision made once, at
analysis time, from one frame's landmarks. Geometry belongs in the node's own
local space with the framing as a transform on a node, so this is a deletion. The
oval's only other consumer was the placeholder plate outline, which is painting.
The residual is taken against the RAW fit, and the prototype took it against the
smoothed one. That is the only deliberate numeric divergence here, and parity is
kept by asserting `anchor/residuals` on exactly what the prototype handed it. The
number's job is to say whether a section is stabilisable at all; folding the
smoothing error into it makes a slider look like a property of the footage, and
docs/architecture.md lists the residual under stage 3, which requires it to be
knob-free. `condition/anchor` therefore replaces `:transforms` and leaves
`:residual` alone.
The stage order is not the strict chain the table in docs/architecture.md looks
like, and that document now says so. The fit is knob-free, conditioning smooths
it, and the rings are measured *through* the conditioned transform -- so
`anchor avg` does re-run the ring mapping, which is a few hundred frames of twenty
points. The guarantee was only ever about the part that reads a source pixel, and
that part never sees a transform.
Two things fall out and are asserted rather than assumed. Smoothing and
subsampling commute, because both are per-slot, which is what lets `vertices`
stay a stage-5 knob downstream of a stage-4 one -- and it is also why the port can
smooth the full twenty slots where the prototype smooths eight and still match.
And `condition/contours` is `geom/moving-average` per vertex per axis rather than
its own clamped window, so "radius 2" cannot come to mean two different things at
the two knobs.
One dead end recorded so nobody walks it twice: the synth's head is perfectly
rigid -- its jitter is a whole-head translation, which a similarity absorbs
exactly -- so every frame's rigid configuration is congruent with frame zero's and
the Procrustes mean IS frame zero to 1e-15, jitter or none. "The reference is the
mean and not frame zero" cannot be asserted on this track and is asserted in
geom-test, where the two can differ.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The frame went 5.86ms to 3.17ms -- a 170fps ceiling to 315 -- and `loop`/`recur`
is gone from src/ entirely.
Two real wins, both from measuring rather than guessing:
- `->rgba` was 3.16ms of that frame and was scene-independent: a `nth` into a
vector of vectors is four protocol dispatches per pixel, 64,000 pixels a frame.
The palette is now flattened once and cached by identity of the source vector
-- palettes are values, so identity is exactly the right test and there is no
invalidation to get wrong. At zoom 1 on a little-endian machine the inner loop
is one 32-bit write per pixel through a Uint32Array view of the same buffer:
0.11ms, 28x. Every other case walks bytes off the same flat palette.
raster-test pins both against a naive per-pixel reference at three zooms,
because a fast path that is subtly wrong about colour would look like a palette
bug rather than like an optimisation.
- The per-frame z sort was re-deriving a constant. Draw order is a function of
the z paths, which change when the scene changes and never because the playhead
moved, so `draw-rank` computes it once and a frame sorts small integers. Every
op drops its `:i` and `:z-path` fields as a result.
The loop pass, and an honest note on it: it came out NET POSITIVE on lines, which
is the wrong direction for a cleanup. geom is -3 (transduce for the accumulators,
`(-> (iterate refine ref) (nth iters))` for Procrustes, which is what the
algorithm says rather than a counter that happens to stop), channel -3,
fill-poly!'s copy loop 7 lines to 1. Against that, eval-into went from one
four-deep pyramid with seven positional parameters to `place` / `emit` / a fold
over a ctx map -- less nesting, more lines, and a different change from "fix the
loops" that should not have been bundled with it.
Two idioms were reverted for being worse here than what they replaced, both the
same mistake -- reaching for a form that allocates inside a hot loop:
- `partition 2` over an `array-seq` per scanline is some five thousand throwaway
objects a frame and took draw from 0.88ms to 1.48ms. Now a pairwise `dotimes`
over the array.
- `z-lex` via `(map compare a b)` allocated three lazy seqs per call, ~700 calls
a frame. Made moot by `draw-rank`.
And one DRY move reverted for coupling things that only coincide: a `geom-path`
table had `node/valid-paths` and `scene/emit` deriving from one source, which
ties what a kind may CARRY to what the renderer READS off it. Those are the same
today and are not the same question, and the table put a spec change in charge of
what gets drawn, across a namespace boundary. `emit`'s three branches are three
different marks and stay three branches.
Kept, because it is one operation with two callers rather than two concerns that
rhyme: `lineage`, which `depth` and `z-path` were both walking separately. Its
cycle check is now a length bound -- a chain that does not repeat cannot be
longer than the node count -- instead of a `seen` set.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDfHGdV39zu6rvgbBTfDaT
Steps 2 and 3 land together because the model revisions in the middle changed
code from both, and splitting them now would invent intermediate states that
never built.
domain/channel value-at across framed/keyed/dense, plus a cursor
domain/node decomposed transform, composition order, time maps
domain/scene topological order, z paths, eval-frame and resolver
clock audio-clocked frame derivation, outside app-db
db/events/subs re-frame arrives; the playhead is document state
ui/player the rAF loop; reads, blits, dispatches (almost) nothing
ui/shell transport
133 tests, 1158 assertions. The scene plays at 30fps against audio, scrubs, and
runs at 1/4x through 4x; verified by driving a real browser over CDP rather than
by assertion.
Two evaluators, on purpose. `eval-frame` is the specification -- allocating,
order-free, obviously correct. `resolver` is what playback uses: cached topo
order and z paths, a cursor per channel, a preallocated point buffer per node.
Both run the same walk, parameterised only by how a channel is read and where
points are written, because two independent implementations of frame evaluation
would drift and the drift would read as a rendering bug rather than as two
functions disagreeing. scene-test asserts they agree frame for frame in forward,
backward and random order.
Deviations and decisions, each with a reason:
- raster/fill-poly! is now a thin wrapper over fill-poly-buf!, which takes a flat
preallocated buffer. ONE scanline fill serves the analysis stages, which speak
{:x :y}, and frame evaluation, which hands over a buffer it owns. The parity
suite still passes pixel-for-pixel, which is what makes the rewrite safe.
- The state mask carries ABSENCE ONLY. An earlier draft gave it a hidden bit too,
per architecture.md's "hidden flag + palette index", and that bit was a dense
[:vis] wearing a different hat -- two mechanisms for one question, which is how
a part ends up hidden by one and shown by the other.
- The palette is a parameter of evaluation, not a global. A node names a TONE;
which ramp that tone is read in belongs to the timeline it sits in.
- :over layers and a symbol :rate THROW rather than being ignored. Neither is
built and nothing can produce one, so this can only fire on data that has run
ahead of the code. A silently dropped override is a hand correction the user
made once, watched fail, and has no reason to trust again.
Three findings the model produced rather than received:
- Presence propagates asymmetrically. An absent transform drops the subtree; an
absent [:geom :pts] drops only that node, because an absent mouth outline has
nothing to draw but the head it hangs off has not moved. That asymmetry is the
reason presence is tracked per channel and not per node.
- Z paths need lexicographic compare, not `compare`, which orders vectors by
count first -- so a cel three levels under "a1" would jump in front of a bare
"a2" and the layer order would mostly work.
- A node stencilled by something that drew nothing is dropped, not drawn
unclipped: an iris floating over the cheek is worse than a missing iris.
docs/ revised alongside, and those revisions are the load-bearing part:
- A scene, a timeline and a symbol are one type. The doc had two structures with
the same fields and never said so. Two axes of nesting are now separated --
parent/child within a timeline is flat with parent pointers, instance nesting
is by reference -- which is why "nestable" and "flat" only sounded
contradictory.
- Palettes are named, live on the project, and are ENABLED on a timeline as a
channel. Absent inherits; present travels with the timeline, so a symbol
authored against :night stays night wherever it is placed. The output index
space is the concatenation of the named ramps, which keeps one buffer and one
flat table and incidentally stops two nodes in different palettes colliding on
a stencil.
- Stabilisation is a channel, not a mode: {s, theta, tx, ty} IS [:xform :*], so
the normalise on/off/per-plate toggle is which of the three channel shapes the
:head node carries. Always measure and always store factored -- smoothing and
velocity-minimum key selection both need the split to exist in storage.
- There is no camera node and none is needed. Placement is a node transform, the
stage clips what hangs off it, and project dimensions are independent of the
footage. `makeXform` is therefore not to be ported: it bakes a cropping
decision into every stored vertex.
- Export is removed. The .take writer was for an Animator Pro render script; the
target is encoding video in the browser, and step 9 now says not to port the
old one.
demo/swarm is 120 shapes on six orbits, entirely dense blocks behind store
handles -- the shape freeze produces at step 5, and the first thing to exercise
that path under load. It plays at 30fps, and bench-test keeps a deliberately
loose floor under it because a performance regression here does not announce
itself: the picture stays correct and merely arrives late.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDfHGdV39zu6rvgbBTfDaT
Scaffolds frontend/ (shadow-cljs, reagent 1.2.0, re-frame 1.4.3) and ports
everything below the data model, with the JS kept as a numeric oracle.
domain/landmarks index tables, verbatim
domain/ring subsample, offset, simplicity
domain/geom similarity fit, procrustes, moving average
domain/raster indexed scanline fill, stencil, disc, rect
domain/palette the ramp, and the no-sampled-RGB rule
58 tests, 166 assertions. Parity with js/ on the identical 72-frame synthetic
track: fit-similarity, procrustes-mean, fit-residual, moving-average,
smooth-transforms, offset-ring and subsample-slots to 1e-9; the raster
pixel-for-pixel over the whole buffer.
Three deviations from the JS, each for a reason:
- synth.cljs jitters from a SEEDED generator, not Math.random. Parity is only
checkable if both sides can be handed the same track, and a failing assertion
has to be reproducible. `:rand-fn` takes the generator over, so oracle.mjs
stubs js/Math.random and js/ itself stays untouched.
- raster/->rgba replaces toImageData. ImageData is a DOM type and domain/ may
not touch the DOM; returning plain bytes also lets the
no-intermediate-colours assertion run in node. ui/canvas wraps it later.
- offset-ring lives in domain/ring, not domain/geom, per architecture.md: it is
an operation on an ordered traversal, not on a transform.
Step 1's "done" also names the swapped-iris vote, but pairIrises is in
pipeline.js and belongs to step 7. The precondition is asserted instead --
`:swap-iris` really does move both blocks -- so the vote will have a track that
disagrees with it when it arrives.
One finding, recorded in full in the test that measures it: smooth-transforms
buys nothing on the synthetic track. Against jitter-free ground truth, radius 1
helps by 17% on one noise realisation and hurts by 0.5% on another, so its
benefit is within noise; from radius 2 up the cost is unambiguous, and by radius
5 the filter is below the true motion's own high-frequency energy, i.e.
smoothing away performance. The test pins the shape of the knob rather than a
preferred value. This may say more about the synth's jitter being unrealistically
small (+/-0.001 normalised) than about the knob; step 6 settles it on real
footage.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
