calibration-editor

name	calibration-editor
description	Direct-manipulation pixel-tuning for E235 LCD elements — how to launch the in-app editor, add a new tuneable element (extract magic numbers → module-level `_TUNEABLES_*` dict → register → smoke-test), and wire a brand-new train model. Use when adding/tuning LCD display elements or forking a new train model's display.

Calibration Editor

Direct-manipulation pixel tuning for pygame LCD elements. Click an element on the LCD, nudge/drag its params, Ctrl+S writes the values back to source. The iteration locus is the user (visual judge); Claude consumes the final values on commit.

Editor code: _dev_scripts/calibration_editor.py (dev-only, never imported by production). Wired via preview_display.py --edit.

When to use

• Tuning an existing element's position/size/colors against an IRL reference.
• Making a new element editor-tunable (the add-an-element runbook below).
• Wiring a brand-new train model — fork e235_0 (the golden-template source) so its elements come editor-ready.

Launch

uv run preview_display.py --edit --route yamanote --model e235_0
uv run preview_display.py --edit --overlay lcd_references/<ref>.png   # IRL overlay (O toggles; Alt+drag pan; =/- zoom)

The window doubles: left half = the tuning target, right half = the param panel. Click an element → its _TUNEABLES_* rows appear (α-first). Edit mode freezes the sim + stops audio.

Keybindings

Key	Action
Click element	Focus it (panel shows its params)
↑ / ↓	Select row (key-repeat)
← / →	Nudge value (Shift+ = ±10); on a cycler row, cycle candidate
drag handle	Move an _x/_y waypoint pair (records grab offset — no snap)
R	Reset focused row to source value
L	Sync sim display mode to the focused dict's family (KANJI/FURIGANA/ENGLISH)
M	Cycle display mode
[ / ]	Prev / next stop
H	Toggle drag handles (hidden = inert to grabs)
K	Lock / unlock focused element (drag-inert; persists to _editor_locks.json)
O	Toggle reference overlay
Ctrl+S	Write edited values back to source (only keys actually changed)
ESC	Quit

Param-suffix convention

Key naming drives both semantics AND the editor's free visualization. The editor infers the param-kind from the suffix:

Suffix	Kind	Indicator
_x	screen x	horizontal ruler 0 → val (+ dim ruler for paired _w)
_y	screen y	vertical ruler 0 → val (+ dim ruler for paired _h)
_w, _width	width (paired with _x)	ruler anchor_x → anchor_x + val
_h, _height	height (paired with _y)	ruler anchor_y → anchor_y + val
_color	RGB tuple	16px swatch in the row
_<edge>_offset / _<edge>_margin (<edge> ∈ left/right/top/bottom)	edge-anchored offset	ruler at rect.<edge> ± val
anything else (_size, _pad, _power, _dur, _gap, …)	recognized scalar	no indicator — nudge still works

Pair detection for _w/_h: same-stem _x/_y in the same dict. Dict-name suffix _KANJI/_FURIGANA → japanese family, _ENGLISH → english family (drives L).

Add-an-element runbook

Worked example: the badge + PA-hint elements (e235_0/upper_lcd.py, 2026-06-23).

1. Extract the magic numbers into a module-level dict at the top of the LCD module. For a region rect (position + size of a clip rect), use a _TUNEABLES_<ELEMENT>_RECT dict with <element>_x/_y/_w/_h keys, then derive the pygame.Rect from it:

   _TUNEABLES_BADGE_RECT = {"badge_x": 222, "badge_y": 50, "badge_w": 68, "badge_h": 80}
   BADGE_RECT = pygame.Rect(_TUNEABLES_BADGE_RECT["badge_x"], _TUNEABLES_BADGE_RECT["badge_y"],
                            _TUNEABLES_BADGE_RECT["badge_w"], _TUNEABLES_BADGE_RECT["badge_h"])
   

   For an element's internal layout (text offsets, font sizes within the rect), use a sibling _TUNEABLES_<ELEMENT>[_MODE] dict (append _MODE only when font/sizes diverge across modes).

   • Values must be literals (ast.Constant) — the editor's AST writeback only swaps int/float/numeric-tuple/str. Store 222, not S_WIDTH - 508. Re-tunable per model anyway.
   • Terse: only include what's actually tuneable. If text is anchored to RECT.left by design, don't add a text_x knob.

2. Sync the rect from the dict each frame in the draw method so nudges land live, and read the draw's position/size from it:

   tr = _TUNEABLES_BADGE_RECT
   BADGE_RECT.update(tr["badge_x"], tr["badge_y"], tr["badge_w"], tr["badge_h"])
   badge_x, badge_w = BADGE_RECT.x, BADGE_RECT.width
   

   pygame.Rect is mutable in place, so the editor's getattr(mod, "BADGE_RECT") reads the live value.

3. Register in _dev_scripts/calibration_editor.py _REGISTRY:

   "badge": {
       "rect_module": "displays.train_models.e235_0.upper_lcd",
       "rect_attr": "BADGE_RECT",
       "target": "upper",          # "upper" | "lower" — drives the left-column render
       "dicts": [("displays.train_models.e235_0.upper_lcd", "_TUNEABLES_BADGE_RECT")],
   },
   

   Draggable _x/_y waypoints + per-station filtering use the optional waypoints / draw_state keys (see five_station for the full shape).

4. Smoke-test: uv run preview_display.py --edit --route yamanote --model e235_0, click the element, confirm its rows appear + nudging moves it. A faithful conversion renders identically before any nudge — verify with a screenshot.

Convert lazily — only when an element is next touched for tuning; no eager backfill sweep. The method-local # fmt: off block is the predecessor form; a module-level _TUNEABLES_* dict is the editor-compatible standard (per conventions.md § UI code style).

Wire-a-new-model runbook

New models are forks of e235_0 (per conventions.md § "Forking a sibling-model renderer"), not greenfield. Whatever e235_0 has wired, the fork inherits editor-ready. So: copy the per-model module, keep its _TUNEABLES_* dicts + region rects, re-point the _REGISTRY entries' rect_module/dicts paths to the new model package, and tune against the new model's IRL reference. No abstract template.

Two-tier tuning model

• Tier 1 — simple elements (positions, sizes, offsets, rect bounds): _TUNEABLES_* + this editor. Default for every element.
• Tier 2 — complex non-parametric geometry (hand-drawn curves, shaped bands): Photoshop → white-on-transparent mask PNG → BLEND_RGBA_MULT route-color tint baked once at __init__. Case-by-case; never per-frame. (Precedent: the 5-station green band data/e235_0/five_station_band.png.)

AST writeback — reverse iteration is mandatory

Ctrl+S walks the <dict_name> = {...} literal and replaces each edited key's value via ast.Constant end-col math. Iteration is reversed so rightmost edits land first — when a multi-key-per-line schema (waypoints) shifts a value's repr length, earlier-column offsets stay valid. Forward iteration corrupts source the moment any repr length changes. See _swap_dict_literal in calibration_editor.py. Only _edited_keys are written; every other key's source text stays byte-for-byte.