新增16个AI技能:包含图像生成、视频剪辑、数据分析、智能查询等功能模块

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hmo
2026-02-13 20:18:38 +08:00
parent 456cd45de4
commit 8200a17176
154 changed files with 14585 additions and 1 deletions

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#!/usr/bin/env python3
"""
视频生成器 - 图片+音频合成视频
支持淡入淡出转场、自动拼接片尾、添加BGM
用法:
python video_maker.py config.yaml
python video_maker.py config.yaml --no-outro # 不加片尾
python video_maker.py config.yaml --no-bgm # 不加BGM
"""
import argparse
import os
import subprocess
import sys
import yaml
from pathlib import Path
SCRIPT_DIR = Path(__file__).parent
SKILL_DIR = SCRIPT_DIR.parent
ASSETS_DIR = SKILL_DIR / "assets"
BGM_DEFAULT = ASSETS_DIR / "bgm_technology.mp3"
BGM_EPIC = ASSETS_DIR / "bgm_epic.mp3"
VALID_ASPECT_RATIOS = [
"1:1", "2:3", "3:2", "3:4", "4:3", "4:5", "5:4", "9:16", "16:9", "21:9"
]
RATIO_TO_SIZE = {
"1:1": (1024, 1024),
"2:3": (832, 1248),
"3:2": (1248, 832),
"3:4": (1080, 1440),
"4:3": (1440, 1080),
"4:5": (864, 1080),
"5:4": (1080, 864),
"9:16": (1080, 1920),
"16:9": (1920, 1080),
"21:9": (1536, 672),
}
def get_outro_path(ratio):
"""根据比例获取片尾路径,优先精确匹配,否则按方向匹配,最后兜底"""
ratio_file = ASSETS_DIR / f"outro_{ratio.replace(':', 'x')}.mp4"
if ratio_file.exists():
return ratio_file
w, h = RATIO_TO_SIZE.get(ratio, (1920, 1080))
if h > w:
candidates = ["outro_9x16.mp4", "outro_3x4.mp4"]
elif w > h:
candidates = ["outro.mp4", "outro_3x4.mp4"]
else:
candidates = ["outro_1x1.mp4", "outro.mp4"]
for name in candidates:
fallback = ASSETS_DIR / name
if fallback.exists():
return fallback
return ASSETS_DIR / "outro.mp4"
def run_cmd(cmd, desc=""):
"""执行命令并返回结果"""
if desc:
print(f" {desc}...")
result = subprocess.run(cmd, capture_output=True, text=True)
if result.returncode != 0:
print(f"错误: {result.stderr[-1000:]}")
sys.exit(1)
return result
def get_duration(file_path):
"""获取音视频时长"""
result = subprocess.run([
'ffprobe', '-v', 'error', '-show_entries', 'format=duration',
'-of', 'csv=p=0', str(file_path)
], capture_output=True, text=True)
return float(result.stdout.strip())
def generate_video_with_transitions(images, durations, output_path, fade_duration=0.5, ratio="16:9"):
"""生成带转场的视频"""
print(f"\n[1/4] 生成主视频 ({len(images)}张图片, {fade_duration}秒转场)")
width, height = RATIO_TO_SIZE.get(ratio, (1920, 1080))
display_durations = []
for i, dur in enumerate(durations):
if i < len(durations) - 1:
display_durations.append(dur + fade_duration)
else:
display_durations.append(dur)
inputs = []
for img, dur in zip(images, display_durations):
inputs.extend(['-loop', '1', '-t', str(dur), '-i', str(img)])
filter_parts = []
for i in range(len(images)):
filter_parts.append(
f"[{i}:v]scale={width}:{height}:force_original_aspect_ratio=decrease,"
f"pad={width}:{height}:(ow-iw)/2:(oh-ih)/2,setsar=1,fps=30[v{i}];"
)
offset = 0
for i in range(len(images) - 1):
if i == 0:
offset = display_durations[0] - fade_duration
filter_parts.append(
f"[v0][v1]xfade=transition=fade:duration={fade_duration}:offset={offset}[xf1];"
)
else:
offset += display_durations[i] - fade_duration
filter_parts.append(
f"[xf{i}][v{i+1}]xfade=transition=fade:duration={fade_duration}:offset={offset}[xf{i+1}];"
)
last_xf = f"xf{len(images)-1}"
filter_complex = ''.join(filter_parts).rstrip(';')
cmd = ['ffmpeg', '-y'] + inputs + [
'-filter_complex', filter_complex,
'-map', f'[{last_xf}]',
'-c:v', 'libx264', '-preset', 'fast', '-crf', '20', '-pix_fmt', 'yuv420p',
str(output_path)
]
run_cmd(cmd, f"合成{len(images)}张图片")
print(f" ✓ 主视频: {get_duration(output_path):.1f}")
def merge_audio(audio_files, output_path):
"""合并音频文件"""
print(f"\n[2/4] 合并音频 ({len(audio_files)}个文件)")
concat_file = output_path.parent / "audio_concat.txt"
with open(concat_file, 'w') as f:
for audio in audio_files:
f.write(f"file '{audio.absolute()}'\n")
cmd = [
'ffmpeg', '-y', '-f', 'concat', '-safe', '0', '-i', str(concat_file),
'-af', 'aresample=44100', '-c:a', 'aac', '-b:a', '192k', str(output_path)
]
run_cmd(cmd, "合并音频")
concat_file.unlink()
print(f" ✓ 音频: {get_duration(output_path):.1f}")
def combine_video_audio(video_path, audio_path, output_path):
"""合并视频和音频"""
cmd = [
'ffmpeg', '-y', '-i', str(video_path), '-i', str(audio_path),
'-c:v', 'copy', '-c:a', 'copy', '-shortest', str(output_path)
]
run_cmd(cmd, "合并视频音频")
def append_outro(video_path, output_path, fade_duration=0.5, ratio="16:9"):
"""拼接片尾,自动缩放片尾到主视频分辨率"""
print(f"\n[3/4] 拼接片尾")
outro_file = get_outro_path(ratio)
if not outro_file.exists():
print(f" ⚠ 片尾文件不存在: {outro_file}")
return video_path
width, height = RATIO_TO_SIZE.get(ratio, (1920, 1080))
outro_ready = output_path.parent / "outro_ready.mp4"
cmd = [
'ffmpeg', '-y', '-i', str(outro_file),
'-vf', f'scale={width}:{height}:force_original_aspect_ratio=decrease,pad={width}:{height}:(ow-iw)/2:(oh-ih)/2,setsar=1',
'-c:v', 'libx264', '-preset', 'fast', '-crf', '20',
'-c:a', 'aac', '-ar', '44100', str(outro_ready)
]
run_cmd(cmd, "准备片尾")
video_duration = get_duration(video_path)
fade_start = video_duration - fade_duration
cmd = [
'ffmpeg', '-y', '-i', str(video_path), '-i', str(outro_ready),
'-filter_complex',
f"[0:v]fade=t=out:st={fade_start}:d={fade_duration}[v0];"
f"[1:v]fade=t=in:st=0:d={fade_duration}[v1];"
f"[v0][v1]concat=n=2:v=1:a=0[vout];"
f"[0:a][1:a]concat=n=2:v=0:a=1[aout]",
'-map', '[vout]', '-map', '[aout]',
'-c:v', 'libx264', '-preset', 'fast', '-crf', '20',
'-c:a', 'aac', '-b:a', '192k', str(output_path)
]
run_cmd(cmd, "拼接片尾")
outro_ready.unlink()
print(f" ✓ 含片尾: {get_duration(output_path):.1f}")
return output_path
def burn_subtitles(video_path, srt_path, output_path, ratio="16:9"):
"""烧录字幕到视频:底部居中固定位置"""
print(f"\n[字幕] 烧录字幕")
if not Path(srt_path).exists():
print(f" ⚠ 字幕文件不存在: {srt_path}")
return video_path
width, height = RATIO_TO_SIZE.get(ratio, (1920, 1080))
# 字体大小:高度/2516:9时约43px9:16时约77px
font_size = max(36, int(height / 25))
margin_bottom = int(height / 15)
ass_path = Path(srt_path).with_suffix('.ass')
srt_to_ass(srt_path, ass_path, width, height, font_size, margin_bottom)
ass_escaped = str(ass_path).replace(":", r"\:").replace("'", r"\'")
cmd = [
'ffmpeg', '-y', '-i', str(video_path),
'-vf', f"ass='{ass_escaped}'",
'-c:v', 'libx264', '-preset', 'fast', '-crf', '20',
'-c:a', 'copy', str(output_path)
]
run_cmd(cmd, "烧录字幕")
print(f" ✓ 含字幕: {get_duration(output_path):.1f}")
return output_path
def srt_to_ass(srt_path, ass_path, width, height, font_size, margin_bottom):
"""将 SRT 转换为 ASS 格式,固定底部居中,自动换行"""
import re
with open(srt_path, 'r', encoding='utf-8') as f:
srt_content = f.read()
# 每行字数规则表(按分辨率宽度固定)
CHARS_PER_LINE_MAP = {
1024: 20, # 1:1
832: 14, # 2:3
1248: 32, # 3:2
1080: 16, # 3:4, 4:5, 5:4, 9:16 (竖版统一16字)
1440: 28, # 4:3
864: 17, # 4:5
1920: 38, # 16:9
1536: 48, # 21:9
}
# 查表,找不到则按公式计算
MAX_CHARS = CHARS_PER_LINE_MAP.get(width)
if MAX_CHARS is None:
# 兜底:按宽度和字体大小估算
MAX_CHARS = max(12, int(width / (font_size * 1.2)))
# 标点符号(不能放行首)
PUNCTUATION = ',。、:;?!,.:;?!)】」》\'\"'
def find_break_point(text, max_pos):
"""找到合适的断点位置,优先在空格处断开"""
if max_pos >= len(text):
return len(text)
# 从max_pos往前找空格断点
for i in range(max_pos, max(max_pos // 2, 1), -1):
if text[i] == ' ':
return i
# 没找到空格就直接断
return max_pos
def wrap_text_2lines(text):
"""换行严格2行返回单个2行字幕块"""
text = text.strip()
if len(text) <= MAX_CHARS:
return text + r'\N '
# 找第一行断点
break1 = find_break_point(text, MAX_CHARS)
line1 = text[:break1].strip()
line2 = text[break1:].strip()
# 第二行也限制长度
if len(line2) > MAX_CHARS:
break2 = find_break_point(line2, MAX_CHARS)
line2 = line2[:break2].strip()
return line1 + r'\N' + line2
def split_long_text(text, start_sec, end_sec):
"""长文本拆成多条字幕每条严格2行时间均分"""
text = text.strip()
# 先模拟换行,计算实际需要几条字幕
blocks = []
remaining = text
while remaining:
# 第一行
if len(remaining) <= MAX_CHARS:
blocks.append(remaining)
break
break1 = find_break_point(remaining, MAX_CHARS)
line1 = remaining[:break1].strip()
rest = remaining[break1:].strip()
# 第二行
if len(rest) <= MAX_CHARS:
blocks.append(line1 + ' ' + rest)
break
break2 = find_break_point(rest, MAX_CHARS)
line2 = rest[:break2].strip()
blocks.append(line1 + ' ' + line2)
remaining = rest[break2:].strip()
# 时间均分
duration = end_sec - start_sec
time_per_block = duration / len(blocks)
result = []
for i, block in enumerate(blocks):
block_start = start_sec + i * time_per_block
block_end = start_sec + (i + 1) * time_per_block
result.append((block, block_start, block_end))
return result
ass_header = f"""[Script Info]
Title: Subtitles
ScriptType: v4.00+
PlayResX: {width}
PlayResY: {height}
WrapStyle: 0
[V4+ Styles]
Format: Name, Fontname, Fontsize, PrimaryColour, SecondaryColour, OutlineColour, BackColour, Bold, Italic, Underline, StrikeOut, ScaleX, ScaleY, Spacing, Angle, BorderStyle, Outline, Shadow, Alignment, MarginL, MarginR, MarginV, Encoding
Style: Default,PingFang SC,{font_size},&H00FFFFFF,&H000000FF,&H00000000,&H80000000,0,0,0,0,100,100,0,0,1,2,1,2,10,10,{margin_bottom},1
[Events]
Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
"""
def sec_to_ass_time(sec):
"""秒数转ASS时间格式"""
h = int(sec // 3600)
m = int((sec % 3600) // 60)
s = int(sec % 60)
cs = int((sec % 1) * 100)
return f"{h}:{m:02d}:{s:02d}.{cs:02d}"
events = []
blocks = re.split(r'\n\n+', srt_content.strip())
for block in blocks:
lines = block.strip().split('\n')
if len(lines) >= 3:
time_line = lines[1]
text = ' '.join(lines[2:]).replace('\n', ' ')
# 标点符号替换为空格,便于换行分割
text = re.sub(r'[,。、:;?!,.:;?!""''「」『』【】()()《》]', ' ', text)
# 合并多个空格为一个
text = re.sub(r'\s+', ' ', text).strip()
match = re.match(r'(\d{2}):(\d{2}):(\d{2}),(\d{3}) --> (\d{2}):(\d{2}):(\d{2}),(\d{3})', time_line)
if match:
sh, sm, ss, sms = match.groups()[:4]
eh, em, es, ems = match.groups()[4:]
start_sec = int(sh) * 3600 + int(sm) * 60 + int(ss) + int(sms) / 1000
end_sec = int(eh) * 3600 + int(em) * 60 + int(es) + int(ems) / 1000
# 长文本拆成多条字幕
sub_blocks = split_long_text(text, start_sec, end_sec)
for sub_text, sub_start, sub_end in sub_blocks:
formatted_text = wrap_text_2lines(sub_text)
start = sec_to_ass_time(sub_start)
end = sec_to_ass_time(sub_end)
events.append(f"Dialogue: 0,{start},{end},Default,,0,0,0,,{formatted_text}")
with open(ass_path, 'w', encoding='utf-8') as f:
f.write(ass_header + '\n'.join(events))
def add_bgm(video_path, output_path, volume=0.08, bgm_path=None):
"""添加背景音乐"""
print(f"\n[4/4] 添加BGM")
if bgm_path is None:
bgm_path = BGM_DEFAULT
bgm_path = Path(bgm_path)
if not bgm_path.exists():
print(f" ⚠ BGM文件不存在: {bgm_path}")
return video_path
cmd = [
'ffmpeg', '-y', '-i', str(video_path),
'-stream_loop', '-1', '-i', str(bgm_path),
'-filter_complex',
f"[1:a]volume={volume}[bgm];[0:a][bgm]amix=inputs=2:duration=first[aout]",
'-map', '0:v', '-map', '[aout]',
'-c:v', 'copy', '-c:a', 'aac', '-b:a', '192k', str(output_path)
]
run_cmd(cmd, "添加BGM")
print(f" ✓ 最终视频: {get_duration(output_path):.1f}")
return output_path
def main():
parser = argparse.ArgumentParser(description='视频生成器')
parser.add_argument('config', help='配置文件路径 (YAML)')
parser.add_argument('--no-outro', action='store_true', help='不添加片尾')
parser.add_argument('--no-bgm', action='store_true', help='不添加BGM')
parser.add_argument('--fade', type=float, default=0.5, help='转场时长(秒)')
parser.add_argument('--bgm-volume', type=float, default=0.08, help='BGM音量')
parser.add_argument('--bgm', type=str, default=None, help='自定义BGM路径可选: epic')
parser.add_argument('--ratio', type=str, default='16:9',
help=f'视频比例,支持: {", ".join(VALID_ASPECT_RATIOS)}')
parser.add_argument('--srt', type=str, default=None, help='字幕文件路径(SRT格式)')
args = parser.parse_args()
config_path = Path(args.config)
if not config_path.exists():
print(f"配置文件不存在: {config_path}")
sys.exit(1)
with open(config_path) as f:
config = yaml.safe_load(f)
work_dir = config_path.parent
output_path = work_dir / config.get('output', 'output.mp4')
if args.ratio == '16:9' and 'ratio' in config:
args.ratio = config['ratio']
if 'bgm_volume' in config and args.bgm_volume == 0.08:
args.bgm_volume = config['bgm_volume']
if args.ratio not in VALID_ASPECT_RATIOS:
print(f"错误: 不支持的比例 '{args.ratio}'")
print(f"支持的比例: {', '.join(VALID_ASPECT_RATIOS)}")
sys.exit(1)
scenes = config.get('scenes', [])
if not scenes:
print("配置文件中没有 scenes")
sys.exit(1)
images = []
durations = []
audio_files = []
for scene in scenes:
audio = work_dir / scene['audio']
if not audio.exists():
print(f"音频不存在: {audio}")
sys.exit(1)
audio_files.append(audio)
if 'images' in scene:
for img_cfg in scene['images']:
img = work_dir / img_cfg['file']
if not img.exists():
print(f"图片不存在: {img}")
sys.exit(1)
images.append(img)
durations.append(img_cfg['duration'])
else:
img = work_dir / scene['image']
if not img.exists():
print(f"图片不存在: {img}")
sys.exit(1)
images.append(img)
durations.append(get_duration(audio))
total_audio_duration = sum(get_duration(af) for af in audio_files)
total_image_duration = sum(durations)
if total_image_duration < total_audio_duration:
gap = total_audio_duration - total_image_duration + 0.5
durations[-1] += gap
print(f"\n⚠ 图片时长({total_image_duration:.1f}s) < 音频时长({total_audio_duration:.1f}s)")
print(f" 自动拉伸最后一张图片 +{gap:.1f}s")
print(f"\n{'='*50}")
print(f"视频生成器")
print(f"{'='*50}")
print(f"场景数: {len(scenes)}")
print(f"音频时长: {total_audio_duration:.1f}")
print(f"视频时长: {sum(durations):.1f}")
print(f"转场: {args.fade}秒 淡入淡出")
print(f"片尾: {'' if not args.no_outro else ''}")
print(f"BGM: {'' if not args.no_bgm else ''}")
temp_dir = work_dir / "temp"
temp_dir.mkdir(exist_ok=True)
video_only = temp_dir / "video_only.mp4"
generate_video_with_transitions(images, durations, video_only, args.fade, args.ratio)
audio_merged = temp_dir / "audio_merged.m4a"
merge_audio(audio_files, audio_merged)
video_with_audio = temp_dir / "video_with_audio.mp4"
combine_video_audio(video_only, audio_merged, video_with_audio)
current_video = video_with_audio
if args.srt:
srt_path = work_dir / args.srt if not Path(args.srt).is_absolute() else Path(args.srt)
video_with_subs = temp_dir / "video_with_subs.mp4"
current_video = burn_subtitles(current_video, srt_path, video_with_subs, args.ratio)
if not args.no_outro:
video_with_outro = temp_dir / "video_with_outro.mp4"
current_video = append_outro(current_video, video_with_outro, args.fade, args.ratio)
if not args.no_bgm:
bgm_path = None
if args.bgm:
if args.bgm == 'epic':
bgm_path = BGM_EPIC
else:
bgm_path = Path(args.bgm)
add_bgm(current_video, output_path, args.bgm_volume, bgm_path)
else:
subprocess.run(['cp', str(current_video), str(output_path)])
print(f"\n{'='*50}")
print(f"✅ 完成: {output_path}")
print(f"{'='*50}\n")
if __name__ == "__main__":
main()