Syplheed-Reborn/tools/re-capture/screen_id.py

#!/usr/bin/env python3
"""Identify which game screen a screenshot shows, without fixed pixel positions.

The nav scripts used to test named pixels ("648,221 is white"). That works only
while the game image sits at a known place on the root window, and it does not:
xenia's GTK window has a menu bar, so on some displays the image is ~25 px lower
and every constant reads the wrong row. The failure is silent and expensive — a
run sat on a plainly visible MAIN MENU for 300 s reporting "no main menu", and a
later one missed the title screen so the attract movie looped for ten minutes.

So identify screens by WHOLE-IMAGE statistics instead, which no vertical shift
(or scale, or letterbox) can move:

    green   fraction of pixels that are the game's green UI text/HUD colour
    white   fraction of near-white pixels
    mean    per-channel mean

Measured on known-good captures of each screen (1280x720, no menu bar):

    title      green 0.11%  white 7.4%   mean (62, 75, 84)   blue-ish, bright
    main menu  green 0.04%  white 3.5%   mean (25, 38, 70)   dark, strongly blue
    in flight  green 1.2%   white 3.4%   mean (54, 39, 37)   green HUD everywhere
    movie      green 0%     white varies                     no green at all

Usage: screen_id.py <png> [--json]
Prints one of: title | menu | briefing | readyroom | flight | other, plus the features.
"""
import json
import subprocess
import sys

# Downscaled first: the features are area fractions, so 320x180 gives the same
# answer for a fraction of the work (a full-size pure-python pass costs seconds,
# and these oracles are polled once a second).
W, H = 320, 180


def features(path):
    raw = subprocess.run(
        ["convert", path, "-alpha", "off", "-resize", f"{W}x{H}!", "-depth", "8",
         "rgb:-"], capture_output=True).stdout
    n = len(raw) // 3
    if not n:
        return None
    green = white = 0
    sr = sg = sb = 0
    for i in range(0, n * 3, 3):
        r, g, b = raw[i], raw[i + 1], raw[i + 2]
        sr += r; sg += g; sb += b
        if g > 130 and g - r > 45 and g - b > 45:
            green += 1
        if r > 230 and g > 230 and b > 230:
            white += 1
    return {"green": green / n, "white": white / n,
            "r": sr / n, "g": sg / n, "b": sb / n}


def classify(f):
    if f is None:
        return "none"
    # Flight first: the HUD paints far more green than any menu.
    # (READY ROOM is checked before the menu rule because it is also dark-ish
    # and strongly blue, and would otherwise be swallowed by it.)
    if f["green"] > 0.004:
        return "flight"
    # The READY ROOM is far the brightest blue of any 2D screen: measured
    # (12.7, 36.5, 133.5) on two independent captures, byte-identical because
    # the screen is static. The next-bluest thing on the load path is the save
    # list at (16.7, 41.7, 81.0), and the mission briefing is cyan rather than
    # blue at (4.6, 47.7, 54.5), so a floor of b > 110 separates all three with
    # room to spare. Worth having as its own class: `launch_mission.sh` used a
    # fixed `sleep 28` for this transition and its next press was swallowed,
    # which put one run in OPTIONS and the next in BRIEFINGS.
    if f["b"] > 110 and f["r"] < 40 and f["b"] - f["g"] > 60:
        return "readyroom"
    # The mission BRIEFING map is cyan, not blue, and without this rule it falls
    # straight through to the menu test below (dark, b - r > 30, r < 45, little
    # white -- all true of it). MEASURED 2026-08-26: that mislabel made
    # `wait_screen.sh readyroom` report NEVER REACHED READY ROOM on a run that
    # had in fact navigated LOAD GAME -> slot 01 -> YES and was sitting on the
    # briefing three screens further on, which is the worst kind of failure --
    # a successful route scored as a failed one.
    #
    # What separates them is that cyan has blue and green nearly equal, while
    # the menu's blue runs far ahead of its green:
    #
    #   briefing   (1.4, 45.2, 49.6) (5.5, 49.1, 54.3) (4.6, 47.7, 54.5)  b-g ~ 5
    #   main menu  (25, 38, 70)      (13, 26, 59)                         b-g ~ 32
    #
    # The r < 20 floor keeps the title screen (52.8, 66.1, 74.5, b-g 8.4) out;
    # the ready room (b-g ~ 97) and flight (green rule) are already claimed above.
    if f["r"] < 20 and f["g"] > 30 and f["b"] - f["g"] < 20:
        return "briefing"
    # The main menu is dark and strongly blue. TWO measured signatures, not one:
    #
    #   white 3.5%   mean (25, 38, 70)   the 2026-07 reference at the top
    #   white 0.03%  mean (13, 26, 59)   measured 2026-08-18, twice, on the menu
    #                                    reached from the boot title
    #
    # The second one classified as "other" under the original rule's
    # `0.015 < white` floor, which is worse than it sounds: a script that waits
    # for "menu" then never sees it reports the navigation as FAILED while the
    # menu is plainly on screen. Both variants are dark, strongly blue and
    # essentially green-free, so key on that and let the near-white fraction be
    # anything below the title's 3.8%.
    if f["b"] - f["r"] > 30 and f["r"] < 45 and f["white"] < 0.075:
        return "menu"
    # The title is brighter, still blue-ish, and carries the green PRESS A text.
    if f["green"] > 0.0004 and f["b"] > 60 and f["white"] > 0.03:
        return "title"
    return "other"


def main():
    path = sys.argv[1]
    f = features(path)
    name = classify(f)
    if "--json" in sys.argv:
        print(json.dumps({"screen": name, **(f or {})}))
    elif f:
        print(f"{name} green={f['green']:.4f} white={f['white']:.4f} "
              f"mean=({f['r']:.1f},{f['g']:.1f},{f['b']:.1f})")
    else:
        print(name)
    return 0


if __name__ == "__main__":
    raise SystemExit(main())