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xiaoxia-saas/apps/worker/video_processing/dedup_helpers.py
xiaoxia afe78fb25f
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feat: 成片 duplicate_rate 百分比 + 素材高频使用自动排除 (#1573)
Co-authored-by: xiaoxia <dev@xiaoxiajianji.com>
Co-committed-by: xiaoxia <dev@xiaoxiajianji.com>
2026-08-31 16:56:52 +08:00

150 lines
5.0 KiB
Python
Executable File

"""查重辅助函数 — 从 generation.py 提取的 GeneratedVideo 记录 + 查重逻辑.
供 generate_video 共同复用,
创建 GeneratedVideo 记录后计算指纹并执行项目级 + 批次内查重。
"""
from __future__ import annotations
import logging
from uuid import uuid4
from sqlalchemy.orm import Session
logger = logging.getLogger(__name__)
def create_video_record_and_dedup(
*,
generation_task_id: str,
project_id: str,
user_id: str = "",
batch_id: str,
file_url: str,
file_size: int,
duration: float,
video_path: str,
mode: str,
session: Session,
width: int = 1280,
height: int = 720,
fps: float = 25.0,
name: str = "",
thumbnail_url: str = "",
) -> int:
"""创建 GeneratedVideo 记录,计算指纹并执行查重(历史 + 批次)。
Args:
generation_task_id: 生成任务 ID
project_id: 项目 ID
batch_id: 批次 ID(可为空字符串)
file_url: 视频文件 URL
file_size: 文件大小(字节)
duration: 视频时长(秒)
video_path: 视频本地路径(用于计算指纹)
mode: 剪辑模式名称
session: 数据库会话
width: 视频宽度
height: 视频高度
fps: 视频帧率
Returns:
创建的视频记录数量(1 表示成功,0 表示失败)
"""
from video_processing.dedup import VideoDeduplicator
from packages.adapters.sqlalchemy_impl.generated_video_repository import (
SQLAlchemyGeneratedVideoRepository,
)
from packages.domain import GeneratedVideo
try:
video_id = uuid4().hex
# 使用传入的名称,没有则 fallback 到默认命名
video_name = name.strip() if name else f"generated-{generation_task_id[:8]}.mp4"
generated_video = GeneratedVideo(
id=video_id,
project_id=project_id,
user_id=user_id,
generation_task_id=generation_task_id,
name=video_name,
file_url=file_url,
file_size=file_size,
duration=duration,
width=width,
height=height,
fps=fps,
status="completed",
generation_params={"mode": mode},
)
video_repo = SQLAlchemyGeneratedVideoRepository(session)
video_repo.create(generated_video)
# 生成封面缩略图
if thumbnail_url:
generated_video.thumbnail_url = thumbnail_url
video_repo.update_thumbnail(video_id, thumbnail_url)
logger.info("Thumbnail set for video %s: %s", video_id, thumbnail_url[:80] if thumbnail_url else "")
else:
logger.debug("No thumbnail_url provided for video %s, skipping", video_id)
# 计算视频指纹
deduplicator = VideoDeduplicator()
try:
fingerprint = deduplicator.compute_fingerprint(video_path)
except Exception as fp_err:
logger.warning("Fingerprint computation failed for %s: %s", video_id, fp_err)
session.commit()
return 1
generated_video.video_fingerprint = fingerprint.to_dict()
# (a) 历史成片查重
duplicate_result = deduplicator.check_duplicate(fingerprint, project_id, session)
# (b) 批次内查重(仅当有 batch_id 时)
if not duplicate_result and batch_id:
duplicate_result = deduplicator.check_batch_duplicate(fingerprint, batch_id, video_id, session)
if duplicate_result:
generated_video.is_duplicate = True
generated_video.duplicate_of = duplicate_result["duplicate_of"]
logger.info(
"Duplicate detected: %s -> %s (reason=%s, similarity=%.3f)",
video_id,
duplicate_result["duplicate_of"],
duplicate_result["reason"],
duplicate_result["similarity"],
)
else:
generated_video.is_duplicate = False
generated_video.duplicate_of = None
# 计算重复率百分比(与项目内所有已有视频对比取最高相似度)
try:
dup_rate = deduplicator.compute_duplicate_rate(fingerprint, project_id, video_id, session)
generated_video.duplicate_rate = dup_rate
logger.info("Duplicate rate for %s: %.2f%%", video_id, dup_rate)
except Exception as rate_err:
logger.warning("Failed to compute duplicate_rate for %s: %s", video_id, rate_err)
generated_video.duplicate_rate = None
video_repo.update(generated_video)
session.commit()
logger.info(
"GeneratedVideo record created: %s (task=%s, dup=%s)",
video_id,
generation_task_id,
generated_video.is_duplicate,
)
return 1
except Exception as e:
logger.error(
"Failed to create video record / dedup for task %s: %s",
generation_task_id,
e,
)
session.rollback()
return 0