Files
remove-ai-watermarks/src/remove_ai_watermarks/video_encoding.py
T
Victor KuznetsovandClaude Opus 5.5 1dc70df289 Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks
- Lock OpenCV 5 and cap NumPy below 2.4 through uv constraint-dependencies so
  PaddleX 3.7 keeps resolving; Dependabot ignores mirror the cap.
- OpenCV 5 draws Hershey putText glyphs differently, so the Dola and Kling
  video templates ship as committed OpenCV 4 renders with a recipe script, and
  the OpenArt alpha recipe now refuses any OpenCV but 4.x.
- Break Sora/Veo cross-matches in favor of Veo under valid Google AI-video
  provenance, and require the full Sora mascot shape for mascot-only matches.
- Let the Doubao engine detect marks tinted by saturated backgrounds.
- Share C2PA claim-generator, credential-level and vendor-platform helpers,
  JPEG suffixes and the DCT basis instead of per-module copies.
- Log model download failures, document the optional GITHUB_TOKEN, mark the
  photo and source classifier model cards archived, and refresh the lock.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-09-23 19:19:00 -07:00

507 lines
16 KiB
Python

"""Shared ffmpeg frame-encoding helpers."""
from __future__ import annotations
import json
import logging
import math
import os
import shutil
import subprocess
import tempfile
from contextlib import contextmanager
from dataclasses import dataclass
from fractions import Fraction
from pathlib import Path
from typing import TYPE_CHECKING, cast
if TYPE_CHECKING:
from collections.abc import Generator, Sequence
from typing import BinaryIO
log = logging.getLogger(__name__)
_FFMPEG_STDERR_LIMIT = 64 * 1024
_FFMPEG_STDERR_TRUNCATION = b"\n...[ffmpeg stderr truncated]...\n"
_PIXEL_FORMATS = frozenset({"yuv420p", "yuv422p", "yuv444p"})
_PIXEL_FORMAT_ALIASES = {
"yuvj420p": "yuv420p",
"yuvj422p": "yuv422p",
"yuvj444p": "yuv444p",
}
_COLOR_RANGES = frozenset({"tv", "pc"})
_COLOR_SPACES = frozenset({"bt709", "fcc", "bt470bg", "smpte170m", "smpte240m"})
_COLOR_TRANSFERS = frozenset(
{
"bt709",
"gamma22",
"gamma28",
"smpte170m",
"smpte240m",
"linear",
"log",
"log_sqrt",
"iec61966-2-4",
"bt1361e",
"iec61966-2-1",
"bt2020-10",
"bt2020-12",
"smpte2084",
"smpte428",
"arib-std-b67",
}
)
_COLOR_PRIMARIES = frozenset(
{
"bt709",
"bt470m",
"bt470bg",
"smpte170m",
"smpte240m",
"film",
"bt2020",
"smpte428",
"smpte431",
"smpte432",
"jedec-p22",
"ebu3213",
}
)
@dataclass(frozen=True)
class VideoEncodeProfile:
"""Source video properties that the raw-frame encoder can preserve."""
pixel_format: str = "yuv420p"
color_range: str | None = None
color_space: str | None = None
color_transfer: str | None = None
color_primaries: str | None = None
time_base: str | None = None
start_pts: int | None = None
source_pixel_format: str | None = None
component_depth: int | None = None
@dataclass
class _RawVideoEncoder:
"""Running ffmpeg process with diagnostics redirected outside a pipe."""
process: subprocess.Popen[bytes]
stdin: BinaryIO
_stderr_buffer: BinaryIO
def poll(self) -> int | None:
return self.process.poll()
def kill(self) -> None:
self.process.kill()
def wait(self) -> int:
return self.process.wait()
def collect_stderr(self) -> str:
"""Return bounded ffmpeg diagnostics and release the temporary file."""
if self._stderr_buffer.closed:
raise RuntimeError("ffmpeg diagnostics have already been collected")
try:
return _read_bounded_stderr(self._stderr_buffer)
finally:
self._stderr_buffer.close()
def discard_stderr(self) -> None:
"""Release the diagnostic buffer after an abort."""
if self._stderr_buffer.closed:
return
self._stderr_buffer.close()
def _read_bounded_stderr(buffer: BinaryIO) -> str:
"""Read bounded head-and-tail diagnostics from a seekable binary stream."""
buffer.seek(0, os.SEEK_END)
size = buffer.tell()
if size <= _FFMPEG_STDERR_LIMIT:
buffer.seek(0)
raw_stderr = buffer.read()
else:
payload_limit = _FFMPEG_STDERR_LIMIT - len(_FFMPEG_STDERR_TRUNCATION)
head_size = payload_limit // 2
tail_size = payload_limit - head_size
buffer.seek(0)
head = buffer.read(head_size)
buffer.seek(-tail_size, os.SEEK_END)
tail = buffer.read(tail_size)
raw_stderr = head + _FFMPEG_STDERR_TRUNCATION + tail
return raw_stderr.decode("utf-8", errors="replace")
def _known_value(value: object, allowed: frozenset[str]) -> str | None:
"""Return a supported ffmpeg enum value, otherwise omit it."""
return value if isinstance(value, str) and value in allowed else None
def _time_base(value: object) -> str | None:
"""Normalize a positive ffprobe time base."""
if not isinstance(value, str):
return None
try:
fraction = Fraction(value)
except (ValueError, ZeroDivisionError):
return None
if fraction <= 0:
return None
return f"{fraction.numerator}/{fraction.denominator}"
def _pixel_component_depth(pixel_format: object, raw_bits: object) -> int | None:
"""Return the largest component depth reported by ffprobe or PyAV."""
depths: list[int] = []
if isinstance(raw_bits, str) and raw_bits.isdigit():
depths.append(int(raw_bits))
if isinstance(pixel_format, str):
try:
import av
depths.extend(component.bits for component in av.VideoFormat(pixel_format).components)
except (ImportError, ValueError):
pass
return max(depths) if depths else None
def _run_ffprobe(
source: Path,
arguments: Sequence[str],
*,
purpose: str,
output_format: str,
) -> str | None:
"""Run one ffprobe query with shared logging and failure handling."""
ffprobe = shutil.which("ffprobe")
if ffprobe is None:
log.warning("ffprobe is unavailable; cannot inspect %s of %s", purpose, source)
return None
command = [ffprobe, "-v", "error", *arguments, "-of", output_format, str(source)]
result = subprocess.run( # noqa: S603
command,
capture_output=True,
check=False,
text=True,
)
log.info(
"ffprobe %s: command=%s status=%s stdout=%s stderr=%s",
purpose,
command,
result.returncode,
result.stdout,
result.stderr,
)
if result.returncode != 0:
log.warning("ffprobe could not inspect %s for %s", purpose, source)
return None
return result.stdout
def probe_video_encode_profile(source: Path) -> VideoEncodeProfile:
"""Read source properties that survive the package's 8-bit BGR boundary."""
raw_profile = _run_ffprobe(
source,
(
"-select_streams",
"v:0",
"-show_entries",
"stream=pix_fmt,bits_per_raw_sample,color_range,color_space,color_transfer,color_primaries,time_base,start_pts",
),
purpose="video profile",
output_format="json",
)
if raw_profile is None:
return VideoEncodeProfile()
try:
payload = json.loads(raw_profile)
streams = payload.get("streams", [])
stream = streams[0]
except (AttributeError, IndexError, TypeError, json.JSONDecodeError):
log.warning("ffprobe returned no usable video profile for %s; using yuv420p", source)
return VideoEncodeProfile()
raw_pixel_format = stream.get("pix_fmt")
pixel_format = _PIXEL_FORMAT_ALIASES.get(raw_pixel_format, raw_pixel_format)
if pixel_format not in _PIXEL_FORMATS:
pixel_format = "yuv420p"
time_base = _time_base(stream.get("time_base"))
raw_start_pts = stream.get("start_pts")
start_pts = raw_start_pts if isinstance(raw_start_pts, int) and time_base is not None else None
return VideoEncodeProfile(
pixel_format=pixel_format,
color_range=_known_value(stream.get("color_range"), _COLOR_RANGES),
color_space=_known_value(stream.get("color_space"), _COLOR_SPACES),
color_transfer=_known_value(stream.get("color_transfer"), _COLOR_TRANSFERS),
color_primaries=_known_value(stream.get("color_primaries"), _COLOR_PRIMARIES),
time_base=time_base,
start_pts=start_pts,
source_pixel_format=raw_pixel_format if isinstance(raw_pixel_format, str) else None,
component_depth=_pixel_component_depth(raw_pixel_format, stream.get("bits_per_raw_sample")),
)
def probe_video_timestamps(source: Path) -> tuple[float, ...]:
"""Read authoritative display timestamps for the first video stream."""
raw_timestamps = _run_ffprobe(
source,
(
"-select_streams",
"v:0",
"-show_frames",
"-show_entries",
"frame=best_effort_timestamp_time",
),
purpose="video timestamps",
output_format="csv=p=0",
)
if raw_timestamps is None:
return ()
try:
timestamps = tuple(float(line) for line in raw_timestamps.splitlines() if line)
except ValueError:
log.warning("ffprobe returned unusable frame timestamps for %s", source)
return ()
if not timestamps or not all(math.isfinite(timestamp) for timestamp in timestamps):
log.warning("ffprobe returned no finite frame timestamps for %s", source)
return ()
return timestamps
@contextmanager
def _temporary_video_path(output: Path, *, prefix: str) -> Generator[Path]:
"""Yield one sibling temporary path and remove it on exit."""
output.parent.mkdir(parents=True, exist_ok=True)
with tempfile.NamedTemporaryFile(
prefix=prefix,
suffix=output.suffix,
dir=output.parent,
delete=False,
) as stream:
temporary_output = Path(stream.name)
try:
yield temporary_output
finally:
temporary_output.unlink(missing_ok=True)
@contextmanager
def atomic_video_output(output: Path) -> Generator[Path]:
"""Yield a sibling temporary path and publish it only after success."""
with _temporary_video_path(output, prefix=f".{output.stem}-") as temporary_output:
yield temporary_output
os.replace(temporary_output, output)
def _video_codec_args(suffix: str, *, crf: int, profile: VideoEncodeProfile) -> list[str]:
if suffix == ".webm":
return ["-c:v", "libvpx-vp9", "-crf", str(crf), "-b:v", "0"]
args = ["-c:v", "libx264", "-preset", "medium", "-crf", str(crf)]
x264_params: list[str] = []
if profile.color_primaries == "bt709":
x264_params.append("colorprim=bt709")
if profile.color_transfer == "bt709":
x264_params.append("transfer=bt709")
if profile.color_space == "bt709":
x264_params.append("colormatrix=bt709")
if profile.color_range is not None:
x264_params.append(f"range={'full' if profile.color_range == 'pc' else 'limited'}")
if x264_params:
args.extend(["-x264-params", ":".join(x264_params)])
return args
def _profile_args(profile: VideoEncodeProfile) -> list[str]:
"""Build generic output options for source properties ffmpeg understands."""
args = ["-pix_fmt", profile.pixel_format]
for option, value in (
("-color_range", profile.color_range),
("-colorspace", profile.color_space),
("-color_trc", profile.color_transfer),
("-color_primaries", profile.color_primaries),
):
if value is not None:
args.extend([option, value])
if profile.time_base is not None:
args.extend(["-enc_time_base:v", profile.time_base])
return args
def raw_video_command(
output: Path,
*,
width: int,
height: int,
fps: float,
crf: int,
profile: VideoEncodeProfile,
timestamped_input: bool = False,
copy_input_timestamps: bool = False,
) -> list[str]:
"""Build an ffmpeg command for BGR frames on standard input."""
ffmpeg = shutil.which("ffmpeg")
if ffmpeg is None:
raise RuntimeError("Video processing requires ffmpeg on PATH")
frame_input = (
["-f", "nut", "-i", "pipe:0"]
if timestamped_input
else [
"-f",
"rawvideo",
"-pix_fmt",
"bgr24",
"-s:v",
f"{width}x{height}",
"-r",
f"{fps:.12g}",
"-i",
"pipe:0",
]
)
command = [
ffmpeg,
"-y",
"-loglevel",
"error",
*(["-copyts"] if copy_input_timestamps else []),
*frame_input,
"-map",
"0:v:0",
*_video_codec_args(output.suffix.lower(), crf=crf, profile=profile),
*_profile_args(profile),
"-map_metadata",
"-1",
"-map_chapters",
"-1",
]
command.extend(["-fps_mode", "passthrough"])
if copy_input_timestamps:
command.extend(["-avoid_negative_ts", "disabled"])
if output.suffix.lower() in {".mp4", ".mov", ".m4v"} and profile.time_base is not None:
numerator, denominator = (int(part) for part in profile.time_base.split("/", 1))
if numerator == 1:
command.extend(["-video_track_timescale", str(denominator)])
command.append(str(output))
return command
def mux_encoded_video(
encoded_video: Path,
source: Path,
output: Path,
*,
strip_metadata: bool,
copy_input_timestamps: bool = False,
) -> None:
"""Copy encoded video and source audio into the final container."""
ffmpeg = shutil.which("ffmpeg")
if ffmpeg is None:
raise RuntimeError("Video processing requires ffmpeg on PATH")
command = [
ffmpeg,
"-y",
"-loglevel",
"error",
*(["-copyts"] if copy_input_timestamps else []),
"-i",
str(encoded_video),
"-i",
str(source),
"-map",
"0:v:0",
"-map",
"1:a?",
"-c",
"copy",
"-map_metadata",
"-1" if strip_metadata else "1",
"-map_chapters",
"-1" if strip_metadata else "1",
]
if copy_input_timestamps:
command.extend(["-avoid_negative_ts", "disabled"])
if output.suffix.lower() in {".mp4", ".mov", ".m4v"}:
command.extend(["-movflags", "+faststart"])
command.append(str(output))
with tempfile.TemporaryFile(mode="w+b") as stderr_buffer:
result = subprocess.run( # noqa: S603
command,
stdout=subprocess.DEVNULL,
stderr=stderr_buffer,
check=False,
)
stderr = _read_bounded_stderr(stderr_buffer)
log.info(
"ffmpeg video mux: command=%s status=%s stderr=%s",
command,
result.returncode,
stderr,
)
if result.returncode != 0:
raise RuntimeError(f"ffmpeg failed to mux {output}: {stderr.strip()[:500]}")
@contextmanager
def staged_video_output(output: Path) -> Generator[tuple[Path, Path]]:
"""Yield video-only and final temporary paths, then publish atomically."""
with (
atomic_video_output(output) as temporary_output,
_temporary_video_path(
output,
prefix=f".{output.stem}-video-",
) as encoded_video,
):
yield encoded_video, temporary_output
def start_raw_video_encoder(command: list[str]) -> _RawVideoEncoder:
"""Start ffmpeg and validate its raw-frame pipes."""
log.info("Starting ffmpeg video encode: command=%s", command)
stderr_buffer = cast(
"BinaryIO",
tempfile.TemporaryFile(mode="w+b"), # noqa: SIM115 - encoder owns the lifetime
)
try:
process = subprocess.Popen( # noqa: S603
command,
stdin=subprocess.PIPE,
stdout=subprocess.DEVNULL,
stderr=stderr_buffer,
)
except Exception:
stderr_buffer.close()
raise
if process.stdin is None:
process.kill()
process.wait()
stderr_buffer.close()
raise RuntimeError("Could not open ffmpeg input pipe")
return _RawVideoEncoder(process, cast("BinaryIO", process.stdin), stderr_buffer)
def finish_raw_video_encoder(
process: _RawVideoEncoder,
output: Path,
*,
operation: str,
) -> None:
"""Close the frame stream and raise when ffmpeg rejects the encode."""
process.stdin.close()
return_code = process.wait()
stderr = process.collect_stderr()
log.info("ffmpeg %s finished: status=%s stderr=%s", operation, return_code, stderr)
if return_code != 0:
raise RuntimeError(f"ffmpeg failed to encode {output}: {stderr.strip()[:500]}")
def abort_raw_video_encoder(process: _RawVideoEncoder) -> None:
"""Stop an incomplete ffmpeg encode."""
if process.poll() is None:
process.kill()
process.wait()
process.discard_stderr()