ColabWan / shared /deepy /video_tools.py
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from __future__ import annotations
import base64
import hashlib
import math
import os
import shutil
import subprocess
from collections import OrderedDict
from datetime import datetime
import ffmpeg
from PIL import Image
from shared.ffmpeg_setup import download_ffmpeg
from shared.utils.audio_video import get_mp4_audio_codec_settings
from shared.utils.video_codecs import get_video_container_extension, get_video_encode_args
from shared.utils.utils import get_video_frame, get_video_info
VIDEO_EXTENSIONS = {".mp4", ".mkv", ".mov", ".webm", ".avi"}
_THUMB_DATA_URL_CACHE: OrderedDict[str, str] = OrderedDict()
_THUMB_CACHE_MAX = 64
def _get_ffmpeg_path() -> str:
download_ffmpeg()
ffmpeg_path = os.environ.get("FFMPEG_BINARY", "") or shutil.which("ffmpeg")
if not ffmpeg_path:
raise RuntimeError("ffmpeg is not available.")
return ffmpeg_path
def _run_ffmpeg(args: list[str]) -> None:
result = subprocess.run([_get_ffmpeg_path(), "-y", "-v", "error", *args], capture_output=True, text=True)
if result.returncode != 0:
raise RuntimeError((result.stderr or result.stdout or "ffmpeg command failed").strip())
def _format_timestamp(seconds: float | int | None) -> str | None:
if seconds is None:
return None
seconds = float(seconds)
if seconds < 0:
raise ValueError("Time values must be >= 0.")
return f"{seconds:.6f}".rstrip("0").rstrip(".")
def _resolve_segment_args(start_time: float | int | None = None, end_time: float | int | None = None, duration: float | int | None = None) -> tuple[str | None, str | None]:
if end_time is not None and duration is not None:
raise ValueError("Specify either end_time or duration, not both.")
start_str = _format_timestamp(0 if start_time is None else start_time)
end_str = _format_timestamp(end_time)
duration_str = _format_timestamp(duration)
if end_str is not None and float(end_str) <= float(start_str):
raise ValueError("end_time must be greater than start_time.")
if duration_str is not None and float(duration_str) <= 0:
raise ValueError("duration must be > 0.")
return start_str, end_str if duration_str is None else duration_str
def get_audio_standalone_extension(codec_key: str | None) -> str:
codec_key = str(codec_key or "wav").strip().lower() or "wav"
if codec_key == "mp3":
codec_key = "mp3_192"
return ".wav" if codec_key == "wav" else ".mp3"
def _get_mp4_audio_encode_args(codec_key: str | None) -> list[str]:
settings = get_mp4_audio_codec_settings(codec_key)
args = ["-c:a", settings["codec"]]
if settings.get("bitrate"):
args += ["-b:a", settings["bitrate"]]
return args
def _get_standalone_audio_encode_args(codec_key: str | None) -> list[str]:
codec_key = str(codec_key or "wav").strip().lower() or "wav"
if codec_key == "mp3":
codec_key = "mp3_192"
if codec_key == "wav":
return ["-c:a", "pcm_s16le"]
bitrate = {"mp3_128": "128k", "mp3_192": "192k", "mp3_320": "320k"}.get(codec_key, "192k")
return ["-c:a", "libmp3lame", "-b:a", bitrate]
def has_video_extension(path: str) -> bool:
return os.path.splitext(str(path or "").strip())[1].lower() in VIDEO_EXTENSIONS
def get_video_thumbnail_data_url(video_path: str) -> str:
video_path = os.path.abspath(os.path.normpath(str(video_path or "").strip()))
if len(video_path) == 0 or not os.path.isfile(video_path) or not has_video_extension(video_path):
return ""
stat = os.stat(video_path)
cache_key = hashlib.sha1(f"{os.path.abspath(video_path)}|{stat.st_mtime_ns}|{stat.st_size}".encode("utf-8")).hexdigest()
cached = _THUMB_DATA_URL_CACHE.get(cache_key, "")
if len(cached) > 0:
_THUMB_DATA_URL_CACHE.move_to_end(cache_key)
return cached
result = subprocess.run(
[
_get_ffmpeg_path(),
"-v",
"error",
"-i",
video_path,
"-frames:v",
"1",
"-vf",
"scale=320:-1:force_original_aspect_ratio=decrease",
"-q:v",
"4",
"-f",
"image2pipe",
"-vcodec",
"mjpeg",
"-",
],
capture_output=True,
)
if result.returncode != 0 or len(result.stdout) == 0:
raise RuntimeError((result.stderr.decode("utf-8", errors="ignore").strip() or "ffmpeg thumbnail extraction failed").strip())
data_url = f"data:image/jpeg;base64,{base64.b64encode(result.stdout).decode('ascii')}"
_THUMB_DATA_URL_CACHE[cache_key] = data_url
while len(_THUMB_DATA_URL_CACHE) > _THUMB_CACHE_MAX:
_THUMB_DATA_URL_CACHE.popitem(last=False)
return data_url
def merge_videos(first_video: str, second_video: str, output_path: str | None = None, *, video_codec: str | None = None, video_container: str | None = None, audio_codec: str | None = None) -> str:
first_video = os.path.normpath(str(first_video or "").strip())
second_video = os.path.normpath(str(second_video or "").strip())
if not os.path.isfile(first_video):
raise FileNotFoundError(f"First video not found: {first_video}")
if not os.path.isfile(second_video):
raise FileNotFoundError(f"Second video not found: {second_video}")
first_info = _probe_video_stream(first_video)
width, height = int(first_info["width"]), int(first_info["height"])
first_has_audio = _has_audio_stream(first_video)
second_has_audio = _has_audio_stream(second_video)
output_path = output_path or _default_merged_output_path(first_video, second_video)
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
filters = [
f"[0:v]scale={width}:{height}:force_original_aspect_ratio=decrease,pad={width}:{height}:(ow-iw)/2:(oh-ih)/2:color=black,setsar=1[v0]",
f"[1:v]scale={width}:{height}:force_original_aspect_ratio=decrease,pad={width}:{height}:(ow-iw)/2:(oh-ih)/2:color=black,setsar=1[v1]",
]
maps = ["-map", "[v]"]
if first_has_audio and second_has_audio:
filters.append("[v0][0:a][v1][1:a]concat=n=2:v=1:a=1[v][a]")
maps += ["-map", "[a]", "-c:a", "aac", "-b:a", "192k"]
else:
filters.append("[v0][v1]concat=n=2:v=1:a=0[v]")
cmd = [
"-i",
first_video,
"-i",
second_video,
"-filter_complex",
";".join(filters),
*maps,
*get_video_encode_args(video_codec, video_container),
*(["-movflags", "+faststart"] if str(video_container or "mp4").strip().lower() == "mp4" else []),
output_path,
]
if first_has_audio and second_has_audio:
insert_at = cmd.index(output_path)
cmd[insert_at:insert_at] = _get_mp4_audio_encode_args(audio_codec)
_run_ffmpeg(cmd)
return output_path
def extract_video(source_path: str, output_path: str, start_time: float | int = 0, end_time: float | int | None = None, duration: float | int | None = None, *, video_codec: str | None = None, video_container: str | None = None, audio_codec: str | None = None) -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Video not found: {source_path}")
start_str, end_or_duration_str = _resolve_segment_args(start_time, end_time, duration)
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
cmd = ["-ss", start_str, "-i", source_path]
if duration is not None:
cmd += ["-t", end_or_duration_str]
elif end_time is not None:
cmd += ["-to", end_or_duration_str]
cmd += ["-map", "0:v:0", "-map", "0:a?"]
cmd += get_video_encode_args(video_codec, video_container)
cmd += _get_mp4_audio_encode_args(audio_codec)
if str(video_container or "mp4").strip().lower() == "mp4":
cmd += ["-movflags", "+faststart"]
cmd += [output_path]
_run_ffmpeg(cmd)
return output_path
def extract_audio(source_path: str, output_path: str, start_time: float | int | None = None, end_time: float | int | None = None, duration: float | int | None = None, audio_track_no: int | None = None, *, audio_codec: str | None = None) -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Media not found: {source_path}")
probe = ffmpeg.probe(source_path)
audio_streams = [stream for stream in probe.get("streams", []) if str(stream.get("codec_type", "")).strip().lower() == "audio"]
if len(audio_streams) == 0:
raise RuntimeError(f"No audio stream found in {source_path}")
audio_track_no = 1 if audio_track_no is None else int(audio_track_no)
if audio_track_no <= 0:
raise ValueError("audio_track_no must be >= 1.")
if audio_track_no > len(audio_streams):
raise ValueError(f"audio_track_no must be between 1 and {len(audio_streams)}.")
start_str, end_or_duration_str = _resolve_segment_args(start_time, end_time, duration)
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
cmd = []
if start_str is not None:
cmd += ["-ss", start_str]
cmd += ["-i", source_path]
if duration is not None:
cmd += ["-t", end_or_duration_str]
elif end_time is not None:
cmd += ["-to", end_or_duration_str]
cmd += ["-map", f"0:a:{audio_track_no - 1}", "-vn", *_get_standalone_audio_encode_args(audio_codec), output_path]
_run_ffmpeg(cmd)
return output_path
def extract_video_frame(source_path: str, output_path: str, *, frame_no: int | None = None, time_seconds: float | int | None = None) -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Video not found: {source_path}")
if time_seconds is None and frame_no is None:
raise ValueError("frame_no or time_seconds is required.")
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
frame_no = resolve_video_frame_no(source_path, frame_no=frame_no, time_seconds=time_seconds)
image = get_video_frame(source_path, frame_no, return_last_if_missing=True, return_PIL=True).convert("RGB")
image.save(output_path)
if not os.path.isfile(output_path):
raise RuntimeError("Frame extraction did not produce an output image.")
return output_path
def _resolve_crop_anchor(crop_anchor: str | None) -> tuple[str, str]:
normalized = str(crop_anchor or "center").strip().lower().replace("-", "_").replace(" ", "_") or "center"
anchor_aliases = {
"centre": "center",
"middle": "center",
"center_left": "left",
"left_center": "left",
"center_right": "right",
"right_center": "right",
"top_center": "top",
"center_top": "top",
"bottom_center": "bottom",
"center_bottom": "bottom",
}
normalized = anchor_aliases.get(normalized, normalized)
if normalized in {"center", "left", "right", "top", "bottom"}:
return {
"center": ("center", "center"),
"left": ("left", "center"),
"right": ("right", "center"),
"top": ("center", "top"),
"bottom": ("center", "bottom"),
}[normalized]
corner_anchors = {
"top_left": ("left", "top"),
"top_right": ("right", "top"),
"bottom_left": ("left", "bottom"),
"bottom_right": ("right", "bottom"),
}
if normalized in corner_anchors:
return corner_anchors[normalized]
raise ValueError("crop_anchor must be one of center, left, right, top, bottom, top_left, top_right, bottom_left, or bottom_right.")
def _resolve_resize_crop_geometry(
source_width: int,
source_height: int,
*,
crop_left: float = 0,
crop_top: float = 0,
crop_right: float = 0,
crop_bottom: float = 0,
crop_unit: str = "pixels",
target_width: int | None = None,
target_height: int | None = None,
preserve_aspect_ratio: bool = True,
crop_anchor: str = "center",
) -> tuple[int, int, int, int]:
crop_unit = str(crop_unit or "pixels").strip().lower() or "pixels"
if crop_unit not in {"pixels", "percent"}:
raise ValueError("crop_unit must be 'pixels' or 'percent'.")
align_x, align_y = _resolve_crop_anchor(crop_anchor)
def resolve_crop(value: float, total: int) -> int:
value = float(value or 0)
if value < 0:
raise ValueError("Crop values must be >= 0.")
return round(total * value / 100.0) if crop_unit == "percent" else round(value)
left = resolve_crop(crop_left, source_width)
right = resolve_crop(crop_right, source_width)
top = resolve_crop(crop_top, source_height)
bottom = resolve_crop(crop_bottom, source_height)
cropped_width = source_width - left - right
cropped_height = source_height - top - bottom
if cropped_width <= 0 or cropped_height <= 0:
raise ValueError("Crop values remove the whole frame.")
if not preserve_aspect_ratio or target_width is None or target_height is None:
return left, top, cropped_width, cropped_height
if target_width <= 0 or target_height <= 0:
raise ValueError("width and height must be > 0 when provided.")
target_ratio = float(target_width) / float(target_height)
current_ratio = float(cropped_width) / float(cropped_height)
if math.isclose(current_ratio, target_ratio, rel_tol=0.0, abs_tol=1e-6):
return left, top, cropped_width, cropped_height
if current_ratio > target_ratio:
adjusted_width = min(cropped_width, max(1, int(round(cropped_height * target_ratio))))
trim = cropped_width - adjusted_width
left += 0 if align_x == "left" else trim if align_x == "right" else trim // 2
cropped_width = adjusted_width
else:
adjusted_height = min(cropped_height, max(1, int(round(cropped_width / target_ratio))))
trim = cropped_height - adjusted_height
top += 0 if align_y == "top" else trim if align_y == "bottom" else trim // 2
cropped_height = adjusted_height
if cropped_width <= 0 or cropped_height <= 0:
raise ValueError("Unable to preserve aspect ratio with the requested crop.")
return left, top, cropped_width, cropped_height
def mute_video(source_path: str, output_path: str) -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Video not found: {source_path}")
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
_run_ffmpeg(["-i", source_path, "-map", "0:v:0", "-c:v", "copy", "-an", output_path])
return output_path
def replace_audio(video_path: str, audio_path: str, output_path: str, *, audio_codec: str | None = None) -> str:
video_path = os.path.normpath(str(video_path or "").strip())
audio_path = os.path.normpath(str(audio_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(video_path):
raise FileNotFoundError(f"Video not found: {video_path}")
if not os.path.isfile(audio_path):
raise FileNotFoundError(f"Audio not found: {audio_path}")
if not _has_audio_stream(audio_path):
raise RuntimeError(f"No audio stream found in {audio_path}")
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
_run_ffmpeg(["-i", video_path, "-i", audio_path, "-map", "0:v:0", "-map", "1:a:0", "-c:v", "copy", *_get_mp4_audio_encode_args(audio_codec), "-shortest", output_path])
return output_path
def resize_crop_video(source_path: str, output_path: str, *, width: int | None = None, height: int | None = None, crop_left: float = 0, crop_top: float = 0, crop_right: float = 0, crop_bottom: float = 0, crop_unit: str = "pixels", preserve_aspect_ratio: bool = True, crop_anchor: str = "center", video_codec: str | None = None, video_container: str | None = None, audio_codec: str | None = None) -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Video not found: {source_path}")
stream = _probe_video_stream(source_path)
source_width = int(stream["width"])
source_height = int(stream["height"])
left, top, cropped_width, cropped_height = _resolve_resize_crop_geometry(
source_width,
source_height,
crop_left=crop_left,
crop_top=crop_top,
crop_right=crop_right,
crop_bottom=crop_bottom,
crop_unit=crop_unit,
target_width=width,
target_height=height,
preserve_aspect_ratio=preserve_aspect_ratio,
crop_anchor=crop_anchor,
)
filters = [f"crop={cropped_width}:{cropped_height}:{left}:{top}"]
if width is not None or height is not None:
scale_w = int(width) if width is not None else -1
scale_h = int(height) if height is not None else -1
if width is not None and int(width) <= 0 or height is not None and int(height) <= 0:
raise ValueError("width and height must be > 0 when provided.")
filters.append(f"scale={scale_w}:{scale_h}")
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
cmd = ["-i", source_path, "-vf", ",".join(filters), "-map", "0:v:0", "-map", "0:a?"]
cmd += get_video_encode_args(video_codec, video_container)
cmd += _get_mp4_audio_encode_args(audio_codec)
if str(video_container or "mp4").strip().lower() == "mp4":
cmd += ["-movflags", "+faststart"]
cmd += [output_path]
_run_ffmpeg(cmd)
return output_path
def resize_crop_image(source_path: str, output_path: str, *, width: int | None = None, height: int | None = None, crop_left: float = 0, crop_top: float = 0, crop_right: float = 0, crop_bottom: float = 0, crop_unit: str = "pixels", preserve_aspect_ratio: bool = True, crop_anchor: str = "center") -> str:
source_path = os.path.normpath(str(source_path or "").strip())
output_path = os.path.normpath(str(output_path or "").strip())
if not os.path.isfile(source_path):
raise FileNotFoundError(f"Image not found: {source_path}")
with Image.open(source_path) as image:
source_width, source_height = image.size
left, top, cropped_width, cropped_height = _resolve_resize_crop_geometry(
source_width,
source_height,
crop_left=crop_left,
crop_top=crop_top,
crop_right=crop_right,
crop_bottom=crop_bottom,
crop_unit=crop_unit,
target_width=width,
target_height=height,
preserve_aspect_ratio=preserve_aspect_ratio,
crop_anchor=crop_anchor,
)
output_image = image.crop((left, top, left + cropped_width, top + cropped_height))
if width is not None or height is not None:
if width is not None and int(width) <= 0 or height is not None and int(height) <= 0:
raise ValueError("width and height must be > 0 when provided.")
target_width = int(width) if width is not None else max(1, round(cropped_width * (int(height) / cropped_height)))
target_height = int(height) if height is not None else max(1, round(cropped_height * (int(width) / cropped_width)))
output_image = output_image.resize((target_width, target_height), Image.Resampling.LANCZOS)
os.makedirs(os.path.dirname(output_path) or ".", exist_ok=True)
output_ext = os.path.splitext(output_path)[1].lower()
save_kwargs = {"quality": 95} if output_ext in {".jpg", ".jpeg", ".webp"} else {}
if output_ext in {".jpg", ".jpeg"} and output_image.mode not in {"RGB", "L"}:
output_image = output_image.convert("RGB")
output_image.save(output_path, **save_kwargs)
return output_path
def get_media_duration(path: str) -> float | None:
probe = ffmpeg.probe(path)
format_info = probe.get("format", {}) or {}
duration = format_info.get("duration", None)
try:
return None if duration is None else float(duration)
except Exception:
return None
def get_precise_video_fps(path: str) -> float | None:
try:
stream = _probe_video_stream(path)
except Exception:
return None
for key in ("avg_frame_rate", "r_frame_rate"):
value = str(stream.get(key, "") or "").strip()
if len(value) == 0 or value in {"0/0", "N/A"}:
continue
if "/" in value:
num, den = value.split("/", 1)
try:
num = float(num)
den = float(den)
if den != 0:
return num / den
except Exception:
continue
else:
try:
return float(value)
except Exception:
continue
return None
def resolve_video_frame_no(path: str, *, frame_no: int | None = None, time_seconds: float | int | None = None) -> int:
if time_seconds is None and frame_no is None:
raise ValueError("frame_no or time_seconds is required.")
fps, _width, _height, frame_count = get_video_info(path)
precise_fps = get_precise_video_fps(path)
effective_fps = float(precise_fps) if precise_fps is not None and precise_fps > 0 else float(fps)
max_frame = max(0, int(frame_count) - 1)
if frame_no is None:
if effective_fps <= 0:
frame_no = 0
else:
frame_no = int(math.floor(max(0.0, float(time_seconds or 0.0)) * effective_fps + 1e-9))
frame_no = int(frame_no)
if frame_no < 0:
frame_no = 0
if frame_no > max_frame:
frame_no = max_frame
return frame_no
def has_audio_stream(path: str) -> bool:
return _has_audio_stream(path)
def has_video_stream(path: str) -> bool:
try:
_probe_video_stream(path)
return True
except Exception:
return False
def _probe_video_stream(video_path: str) -> dict:
probe = ffmpeg.probe(video_path)
for stream in probe.get("streams", []):
if stream.get("codec_type") == "video":
return stream
raise RuntimeError(f"No video stream found in {video_path}")
def _has_audio_stream(video_path: str) -> bool:
probe = ffmpeg.probe(video_path)
return any(stream.get("codec_type") == "audio" for stream in probe.get("streams", []))
def _default_merged_output_path(first_video: str, second_video: str) -> str:
first_base = os.path.splitext(os.path.basename(first_video))[0]
second_base = os.path.splitext(os.path.basename(second_video))[0]
output_dir = os.path.dirname(first_video) or "outputs"
timestamp = datetime.now().strftime("%Y-%m-%d-%Hh%Mm%Ss")
return os.path.join(output_dir, f"{timestamp}_merged_{first_base}_{second_base}.mp4")