agents: the splash does not animate, and three instruments could not see it
Some checks failed
Some checks failed
A human on a GPU at ~140 fps: "the logos just switch, there is no animation at
all." Measured from a real boot with --film at 0.05 s, then per-frame change:
splash moves 1.30 s of 7.95 s = 16.4 %
publisher splash 0.30 s of motion, then 3.20 s FROZEN
developer splash 0.35 s + 0.25 s, then 2.40 s FROZEN
distinct luma states in 7.95 s 26
A 45-unit build-in cannot be drawn in 26 states, and a fade does not hold one
picture for 3.20 s. The frame counter says 24.8 fps achieved; both are true --
the port is DRAWING 25 times a second and CHANGING almost never.
🔴 Why every check passed, which matters more than the bug:
frozen sweep drives the clock BY HAND -- proves the renderer can draw
pose N, never that the poses are drawn in sequence
settled compare 0.01 % against the capture -- a screen frozen 84 % of the
time matches a settled reference PERFECTLY, that is what
frozen means
achieved fps counts frames DRAWN -- the same pixels 25x/s scores
identically to animating
Every one measured throughput or a pose. None measured CHANGE. Same shape as
InputEventAction bypassing the input map: the instrument sat below the thing
that was broken, so the break could not appear in it.
tools/motion-census closes the class. It measures change and nothing else, and
its --selftest asserts it separates a fade (97.4 % moving) from a switch (2.6 %)
from a frozen film (0.0 %) -- a detector that cannot tell those apart would
report the same green line on all three.
Both briefs: this is the SOLE focus. The port reproduces before changing
anything and gates every fix on a film rather than a still. The decoder maps the
whole pipeline end to end -- disc bytes, the game's per-frame update (does it
interpolate between keyframes or hold?), what is submitted per frame, and what
Canary does to it before a capture records it -- delivered as a SERIES, not a
settled value.
The port should also record the refutation against itself: H2 reads ANSWERED on
the strength of the frozen sweep. The mechanism half stands, the blur is a baked
companion texture. The behaviour half does not.
This commit is contained in:
199
tools/motion-census
Executable file
199
tools/motion-census
Executable file
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#!/usr/bin/env python3
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"""Does it ANIMATE, or does it switch? — compare a film, never two stills.
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tools/motion-census <dir-of-frames> [--interval 0.05] [--rows] [--roi x,y,w,h]
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tools/motion-census --selftest
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Point it at a directory of PNGs captured in order during a REAL run — the port's
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`--film`, or a capture harness's frame dump. It reports where the picture moves
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and where it is frozen, plus how many distinct states it ever took.
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Why this exists
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---------------
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🔴 A human played the port and said *"the logos just switch, there is no
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animation at all."* Every check either agent had said the splash was correct.
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Three instruments agreed, and all three were blind in the same way:
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* a **frozen sweep** — step the clock by hand, render a still per unit. That
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proves the renderer CAN draw pose N. It never runs the animation.
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* a **settled comparison** — correlate the resting pose against a capture. A
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screen that is frozen 84 % of the time matches a settled reference
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perfectly; that is what being frozen MEANS.
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* an **achieved-fps counter** — frames DRAWN per second. Drawing the same
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pixels 25 times a second scores identically to animating at 25 fps.
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The common defect: **every one measured throughput or a pose, and none measured
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CHANGE.** So this measures change and nothing else.
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measured 2026-09-02 on the boot splash: moving 1.30 s of 7.95 s (16.4 %),
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publisher frozen for 3.20 s, developer for 2.40 s, 26 distinct luma values.
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What the numbers mean
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---------------------
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A fade is ONE LONG RUN of small non-zero deltas. A switch is isolated one-frame
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spikes with flat nothing between them. The `distinct states` count is the blunt
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version of the same question: a 45-unit ramp cannot be drawn in 26 states.
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⚠️ It cannot tell you the animation is CORRECT — only that something moved. A
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wrong ramp that moves every frame passes here. Pair it with a comparison against
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the oracle; this is the liveness half, which is the half that was missing.
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"""
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from __future__ import annotations
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import sys
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from pathlib import Path
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try:
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from PIL import Image
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except ImportError:
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sys.exit("motion-census: needs Pillow (pip install pillow)")
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# Below this, two frames are the same picture. Chosen as a floor, not tuned: PNG
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# frames of an unchanged scene differ by exactly 0.000, so anything above noise
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# works and a bigger number would only hide small fades.
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MOVED = 0.05
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# Downsample before comparing. A fade moves every pixel a little, so it survives
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# scaling; scaling also stops one stray cursor pixel reading as motion.
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GRID = (160, 90)
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def load(path: Path, roi=None) -> list[int]:
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im = Image.open(path).convert("L")
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if roi:
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x, y, w, h = roi
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im = im.crop((x, y, x + w, y + h))
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return list(im.resize(GRID).getdata())
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def census(frames: list[Path], interval: float, roi=None):
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prev, rows = None, []
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for i, f in enumerate(frames):
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px = load(f, roi)
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lum = sum(px) / len(px)
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delta = 0.0 if prev is None else sum(abs(a - b) for a, b in zip(px, prev)) / len(px)
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rows.append((i * interval, delta, lum))
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prev = px
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return rows
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def segments(rows):
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segs, cur, start = [], None, 0.0
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for t, delta, _ in rows[1:]:
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state = "MOVING" if delta > MOVED else "static"
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if state != cur:
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if cur is not None:
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segs.append((cur, start, t))
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cur, start = state, t
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if cur is not None:
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segs.append((cur, start, rows[-1][0]))
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return segs
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def report(rows, interval: float, show_rows: bool) -> int:
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total = rows[-1][0]
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segs = segments(rows)
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if show_rows:
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print(f"{'t(s)':>7} {'Δ prev':>8} {'luma':>7} bar")
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for t, delta, lum in rows:
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print(f"{t:>7.2f} {delta:>8.3f} {lum:>7.2f} {'#' * min(60, int(delta * 6))}")
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print()
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print(f"{len(rows)} frames @{interval}s = {total:.2f}s\n")
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print(f"{'state':<8} {'from':>7} {'to':>7} {'dur':>7} luma")
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for state, a, b in segs:
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lums = [l for t, _, l in rows if a <= t <= b]
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flag = " <-- FROZEN" if state == "static" and (b - a) > 0.5 else ""
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print(f"{state:<8} {a:>7.2f} {b:>7.2f} {b-a:>7.2f} "
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f"{min(lums):.2f}..{max(lums):.2f}{flag}")
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moving = sum(b - a for s, a, b in segs if s == "MOVING")
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pct = 100 * moving / total if total else 0.0
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states = len({round(l, 2) for _, _, l in rows})
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print(f"\nmoving {moving:.2f}s of {total:.2f}s = {pct:.1f}%")
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print(f"distinct luma states: {states}")
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longest = max((b - a for s, a, b in segs if s == "static"), default=0.0)
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print(f"longest frozen stretch: {longest:.2f}s")
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print()
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if pct < 50:
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print("🔴 This is a SWITCH, not an animation. Most of the run is one still")
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print(" picture. A frozen sweep and a settled comparison both pass on this.")
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return 1
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print("moves for most of its length — liveness only; correctness is a separate")
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print("question this tool cannot answer.")
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return 0
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def selftest() -> int:
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"""Synthetic controls, executed. A detector that cannot tell a fade from a
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switch would report the same green line on both, and its verdict on the real
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film would mean nothing."""
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import tempfile
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ok = 0
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with tempfile.TemporaryDirectory() as d:
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root = Path(d)
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def write(name, values):
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sub = root / name
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sub.mkdir()
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for i, v in enumerate(values):
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Image.new("L", (320, 180), int(v)).save(sub / f"f{i:04d}.png")
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return sorted(sub.glob("*.png"))
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# A fade: every frame differs from the last.
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fade = write("fade", [10 + i * 4 for i in range(40)])
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rows = census(fade, 0.05)
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pct = 100 * sum(b - a for s, a, b in segments(rows) if s == "MOVING") / rows[-1][0]
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good = pct > 90
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print(f" {'a real fade reads as MOVING':<40} {pct:5.1f}% {'✅' if good else '🔴'}")
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ok |= 0 if good else 1
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# A switch: one value, then another, held. This is the shape the port
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# actually produced, and the case the old instruments could not see.
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sw = write("switch", [10] * 20 + [200] * 20)
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rows = census(sw, 0.05)
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pct = 100 * sum(b - a for s, a, b in segments(rows) if s == "MOVING") / rows[-1][0]
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good = pct < 20
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print(f" {'a switch reads as STATIC':<40} {pct:5.1f}% {'✅' if good else '🔴'}")
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ok |= 0 if good else 1
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# Fully frozen: the degenerate case must not read as motion.
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fr = write("frozen", [42] * 30)
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rows = census(fr, 0.05)
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pct = 100 * sum(b - a for s, a, b in segments(rows) if s == "MOVING") / rows[-1][0]
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good = pct == 0
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print(f" {'a frozen film reads as 0% motion':<40} {pct:5.1f}% {'✅' if good else '🔴'}")
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ok |= 0 if good else 1
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print()
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print("the census separates a fade from a switch" if not ok
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else "🔴 the census cannot tell a fade from a switch — it asserts nothing")
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return ok
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def main(argv: list[str]) -> int:
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if "--selftest" in argv:
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return selftest()
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args = [a for a in argv if not a.startswith("--")]
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if not args:
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sys.exit(__doc__.split("\n\n")[1])
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interval = 0.05
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roi = None
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for i, a in enumerate(argv):
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if a == "--interval" and i + 1 < len(argv):
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interval = float(argv[i + 1])
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if a == "--roi" and i + 1 < len(argv):
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roi = tuple(int(v) for v in argv[i + 1].split(","))
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d = Path(args[0])
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frames = sorted(d.glob("*.png"))
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if len(frames) < 3:
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sys.exit(f"motion-census: {d} holds {len(frames)} PNG(s) — nothing to compare.\n"
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" Exit 2: the harness is broken, not the animation.")
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return report(census(frames, interval, roi), interval, "--rows" in argv)
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if __name__ == "__main__":
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sys.exit(main(sys.argv[1:]))
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