Three files hardcoded /media/reala-misaki/BDROM -- extract.py, 07_motion_survey.py and check.sh -- which made the pipeline unrunnable for anyone whose disc mounts anywhere else. DLX_BDROM now overrides it everywhere, defaulting to /media/$USER/BDROM, so this box is unchanged and another one works. Verified by running extract.py against a symlinked mount at a different path. check.sh's failure message names the path it looked at and the variable to set, instead of assuming udisks put it where this machine puts it. README gains a "Reproducing this" section: no media ships here and none of it is redistributable, so it says what you have to bring (the disc) and what is already packaged (vasm is vendored as a binary with its source tarball; the k-means is hand-rolled, so numpy and Pillow are the whole Python dependency). It also names the two gates that SKIP rather than fail -- the px68k second-core pass and the IPL ROM DMAC gate -- because both live outside this repo and a silent skip is worth reading as a skip. One trap called out rather than left to bite: scene selection is a hard-coded stream number, not a search. A different pressing that numbers its .m2ts files differently will extract the wrong footage and the green light will PASS on it. check.sh ALL GREEN. Claude-Session: https://claude.ai/code/session_01194oWYW8DQXK1SZ2DnChW6
60 lines
2.5 KiB
Python
60 lines
2.5 KiB
Python
#!/usr/bin/env python3
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"""Find the worst sustained-motion window in a stream, cheaply.
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STATUS lists "a sustained action sequence is the one thing that could still
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break the bitrate" as the open risk, and every clip measured so far has been
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1.2-1.7 s. Picking a hot clip by eye is how you get a comfortable answer, so
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this scans the whole stream instead.
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Proxy: mean absolute inter-frame difference at 96x72, decimated to the target
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12 fps. It is a proxy, not a bitrate -- but the codec's cost is dominated by
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how many blocks fail SKIP, and that is what frame difference measures. The
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window it picks then gets encoded for real.
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Usage: python3 tools/analysis/07_motion_survey.py 00223 [window_seconds]
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"""
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import subprocess, sys, os, getpass
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import numpy as np
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# See tools/encoder/extract.py: DLX_BDROM overrides where the disc is mounted.
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BDROM = os.environ.get("DLX_BDROM") or f"/media/{getpass.getuser()}/BDROM"
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STREAM_DIR = f"{BDROM}/BDMV/STREAM"
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W, H, FPS = 96, 72, 12
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def frames(stream):
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src = f"{STREAM_DIR}/{stream}.m2ts"
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vf = f"fps={FPS},crop=1440:1080:240:0,scale={W}:{H}:flags=bilinear"
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p = subprocess.Popen(["ffmpeg", "-v", "error", "-i", src, "-vf", vf,
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"-f", "rawvideo", "-pix_fmt", "gray", "-"],
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stdout=subprocess.PIPE)
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buf = p.stdout.read()
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p.wait()
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n = len(buf) // (W * H)
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return np.frombuffer(buf[:n*W*H], np.uint8).reshape(n, H, W).astype(np.int16)
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def main():
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stream = sys.argv[1]
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win_s = float(sys.argv[2]) if len(sys.argv) > 2 else 10.0
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f = frames(stream)
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d = np.abs(np.diff(f, axis=0)).mean(axis=(1, 2)) # per-frame motion energy
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print(f"{stream}: {len(f)} frames @ {FPS}fps = {len(f)/FPS:.1f}s")
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print(f" motion energy mean {d.mean():.2f} median {np.median(d):.2f} "
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f"p90 {np.percentile(d,90):.2f} max {d.max():.2f}")
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w = int(win_s * FPS)
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if len(d) < w:
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print("stream shorter than the window"); return
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# sustained = highest mean over a sliding window, not the single hottest frame
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k = np.convolve(d, np.ones(w) / w, mode="valid")
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best = int(np.argmax(k))
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print(f" hottest sustained {win_s:.0f}s window: t = {best/FPS:.1f}s "
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f"(mean {k[best]:.2f}, {k[best]/d.mean():.2f}x stream mean)")
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quiet = int(np.argmin(k))
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print(f" quietest {win_s:.0f}s window: t = {quiet/FPS:.1f}s "
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f"(mean {k[quiet]:.2f}, {k[quiet]/d.mean():.2f}x stream mean)")
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np.save(f"tmp/motion_{stream}.npy", d)
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print(f" per-frame energy -> tmp/motion_{stream}.npy")
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if __name__ == "__main__":
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main()
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