Server enrichment regenerates the dataset deterministically (random_state=0,
matching the flow's _DEFAULT_GENERATOR_KWARGS — the stem's seed drives jitter,
not generation) and attaches per-point labels + label_kind to frames.json.
Client picks the dataset-picker's scheme: continuous ramp for s_curve/swiss_roll,
8-color categorical palette for blobs/gaussian_quantiles/classification. Jitter-
added points (id >= num_points) render black. Rainbow material is opaque with
alpha cutoff so overlapping points don't blend to the ramp midpoint.
Swiss_roll and swiss_roll_hole collide on generator_path; the plain variant
wins for now (kwargs aren't preserved through the flow's metrics.json).
Bumped Cache-Control on the frames endpoint so browsers don't cache stale
pre-enrichment payloads.
Default is smooth (lerp each point between adjacent frames); a motion:step
toggle preserves the snap-to-frame behaviour. Points missing in either
adjacent frame are hidden during the transition to avoid pop-in.
- /compare page renders two ortho-camera panels fed by /api/runs/{stem}/frames.json
- shared controls: play/pause, scrubber, speed (0.5-4x), axes sync (independent/locked)
- linked hover: picks nearest point in one panel, highlights matching point_id in other
- add/remove-jitter nulls handled via per-frame packed positions + setDrawRange
- independent error states per panel; theme-aware colors via themechange event
- per-run checkbox when embedding HTML exists; cap at 2 selected
- sticky 'compare selected' button opens /compare?a=&b= in new tab
- selection state persists across the 3s htmx poll via a Set keyed by stem
- /compare stub validates stems, renders scaffolding (three.js UI next)
Three short paragraphs framing what the notebook studies: stability of
2-D embeddings under controlled perturbation of the input over time,
the two metrics logged per run, and why the streaming/longitudinal
angle matters for both visualization and downstream classification.
Read --picker-panel from the card's computed style at scene creation
and re-apply on themechange, so the three-js canvases flip with the
rest of the UI instead of staying stuck on the light palette.
Client-side: disable the form submit button until the picker writes a
dataset_id. Server-side: reject posts where dataset_id is present but
empty, instead of silently defaulting to make_s_curve.
