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xiaoxia-saas/apps/api/app/services/plan_generator_service.py
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fix/b007-unused-loop-var 合并
2026-07-15 13:20:58 +08:00

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"""PlanGeneratorService — 基于模板+素材自动生成剪辑计划.
核心职责:
- 根据 EditTemplate 的 editing_mode 和 TemplateClipConfig 列表,
自动生成 EditPlan + EditPlanClip 列表
- 四种模式素材分配策略:
- ONE_TAKE: 素材顺序分配给 main 类型 clips
- PIP: 第1个素材→main(全屏背景),其余→overlay clips
- VOICE_OVER: 素材→main clips (B-roll),标记需要配音叠加
- VOICE_PIP: 第1个→background, 第2个→corner_voice, 其余→b_roll
"""
from __future__ import annotations
import logging
from typing import Any, List
from sqlalchemy.orm import Session
from packages.adapters.sqlalchemy_impl import (
SQLAlchemyEditPlanClipRepository,
SQLAlchemyEditPlanRepository,
)
from packages.domain.config_schemas import normalize_plan_config
from packages.domain.edit_plan import EditPlan
from packages.domain.edit_plan_clip import EditPlanClip
from packages.domain.edit_template import EditTemplate
from packages.domain.editing_mode import EditingMode
from packages.domain.template_clip_config import ClipType, TemplateClipConfig
logger = logging.getLogger(__name__)
# ── 默认片段时长(秒) ────────────────────────────────────────────────────────
_DEFAULT_CLIP_DURATION = 5.0
_DEFAULT_INTRO_DURATION = 3.0
_DEFAULT_OUTRO_DURATION = 3.0
class PlanGeneratorService:
"""剪辑计划生成器
基于模板 + 素材,自动生成 EditPlan 及 EditPlanClip 列表。
"""
def __init__(self, db: Session) -> None:
self._plan_repo = SQLAlchemyEditPlanRepository(db)
self._clip_repo = SQLAlchemyEditPlanClipRepository(db)
# ── 公开接口 ─────────────────────────────────────────────────────────────
def generate_from_template(
self,
template: EditTemplate,
clip_configs: List[TemplateClipConfig],
asset_ids: List[str],
*,
project_id: str = "",
created_by_user_id: str = "",
name: str = "",
) -> dict[str, Any]:
"""基于模板+素材生成剪辑计划
Args:
template: 剪辑模板实体
clip_configs: 模板片段配置列表(可为空,自动生成默认结构)
asset_ids: 素材 ID 列表
project_id: 所属项目 ID
created_by_user_id: 创建者用户 ID
name: 计划名称(为空则自动取模板名)
Returns:
dict: {"plan": EditPlan, "clips": List[EditPlanClip]}
"""
editing_mode = template.editing_mode or EditingMode.ONE_TAKE.value
plan_name = name.strip() or f"{template.name} - 剪辑计划"
# 1. 构建 plan config(继承模板的 title/subtitle/bgm,记录 editing_mode
plan_config = self._build_plan_config(template, editing_mode)
# 2. 创建 EditPlan
plan = EditPlan.create(
template_id=template.id,
name=plan_name,
config=plan_config,
total_duration=0.0,
project_id=project_id,
created_by_user_id=created_by_user_id,
)
plan = self._plan_repo.create(plan)
logger.info(
"生成剪辑计划: plan_id=%s template=%s mode=%s assets=%d",
plan.id,
template.id,
editing_mode,
len(asset_ids),
)
# 3. 生成片段列表
if clip_configs:
clips = self._create_clips_from_configs(plan.id, clip_configs)
else:
clips = self._generate_default_clips(plan.id, editing_mode, len(asset_ids))
# 4. 按 editing_mode 分配素材
if asset_ids:
self._distribute_assets(clips, asset_ids, editing_mode)
# 5. 持久化所有 clips 并计算总时长
created_clips: List[EditPlanClip] = []
total_duration = 0.0
for clip in clips:
saved = self._clip_repo.create(clip)
created_clips.append(saved)
total_duration += saved.duration
# 6. 更新 plan 的 total_duration
plan.total_duration = total_duration
plan = self._plan_repo.update(plan)
# 7. 流转到 editing 状态
try:
plan.start_editing()
plan = self._plan_repo.update(plan)
except ValueError as exc:
logger.warning("计划状态流转失败: plan_id=%s error=%s", plan.id, exc)
logger.info(
"剪辑计划生成完成: plan_id=%s clips=%d duration=%.1f",
plan.id,
len(created_clips),
total_duration,
)
return {"plan": plan, "clips": created_clips}
# ── 内部方法 ─────────────────────────────────────────────────────────────
def _build_plan_config(
self,
template: EditTemplate,
editing_mode: str,
) -> dict[str, Any]:
"""从模板配置构建 plan config"""
template_config = template.config or {}
plan_config: dict[str, Any] = {
"editing_mode": editing_mode,
}
# 继承模板的 cover/title/subtitle/bgm 配置
for key in ("cover", "title", "subtitle", "bgm"):
if key in template_config:
plan_config[key] = template_config[key]
return normalize_plan_config(plan_config)
def _create_clips_from_configs(
self,
plan_id: str,
clip_configs: List[TemplateClipConfig],
) -> List[EditPlanClip]:
"""从 TemplateClipConfig 列表创建 EditPlanClip 列表(未持久化)"""
clips: List[EditPlanClip] = []
# 按 order 排序
sorted_configs = sorted(clip_configs, key=lambda c: c.order)
for cfg in sorted_configs:
# 计算时长:取 min_duration 和 max_duration 的中间值
if cfg.min_duration > 0 and cfg.max_duration > 0:
duration = (cfg.min_duration + cfg.max_duration) / 2
elif cfg.min_duration > 0:
duration = cfg.min_duration
elif cfg.max_duration > 0:
duration = cfg.max_duration
else:
duration = _DEFAULT_CLIP_DURATION
# clip_type 可能是枚举或字符串
clip_type = cfg.clip_type.value if hasattr(cfg.clip_type, "value") else cfg.clip_type
# transition_effect 可能是枚举或字符串
transition = (
cfg.transition_effect.value if hasattr(cfg.transition_effect, "value") else cfg.transition_effect
)
clip = EditPlanClip.create(
plan_id=plan_id,
clip_type=clip_type,
order=cfg.order,
template_clip_config_id=cfg.id,
text_content=getattr(cfg, "text_template", "") or "",
duration=duration,
transition_effect=transition or "cut",
)
clips.append(clip)
return clips
def _generate_default_clips(
self,
plan_id: str,
editing_mode: str,
asset_count: int,
) -> List[EditPlanClip]:
"""无 clip_configs 时,根据 editing_mode 生成默认 clip 结构
- ONE_TAKE: N 个 main clipsN = asset_count,至少1个)
- PIP: 1 个 main + (N-1) 个 overlayN = asset_count
- VOICE_OVER: N 个 main clips + 标记需要配音
- VOICE_PIP: 1 个 background + 1 个 corner_voice + (N-2) 个 b_roll
"""
n = max(asset_count, 1)
clips: List[EditPlanClip] = []
order = 0
if editing_mode == EditingMode.PIP.value:
# 1 个 main(全屏背景)
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type=ClipType.MAIN.value,
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
# 剩余为 overlay
for _ in range(1, n):
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type="overlay",
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
elif editing_mode == EditingMode.VOICE_OVER.value:
# N 个 main clipsB-roll
for _ in range(n):
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type=ClipType.MAIN.value,
order=order,
duration=_DEFAULT_CLIP_DURATION,
config={"role": "b_roll"},
)
)
order += 1
elif editing_mode == EditingMode.VOICE_PIP.value:
# 1 个 background
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type="background",
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
# 1 个 corner_voice
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type="corner_voice",
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
# 剩余为 b_roll
for _ in range(2, n):
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type="b_roll",
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
else:
# ONE_TAKE: N 个 main clips
for _ in range(n):
clips.append(
EditPlanClip.create(
plan_id=plan_id,
clip_type=ClipType.MAIN.value,
order=order,
duration=_DEFAULT_CLIP_DURATION,
)
)
order += 1
return clips
def _distribute_assets(
self,
clips: List[EditPlanClip],
asset_ids: List[str],
editing_mode: str,
) -> None:
"""按 editing_mode 将素材分配到 clips(就地修改,未持久化)
分配策略:
- ONE_TAKE: 素材按顺序依次分配给 main 类型 clips
- PIP: 第1个素材→main(全屏背景),其余→交替分配给 overlay clips
- VOICE_OVER: 素材→main clips (B-roll)
- VOICE_PIP: 第1个→background, 第2个→corner_voice, 其余→b_roll
"""
if not asset_ids or not clips:
return
if editing_mode == EditingMode.ONE_TAKE.value:
self._distribute_one_take(clips, asset_ids)
elif editing_mode == EditingMode.PIP.value:
self._distribute_pip(clips, asset_ids)
elif editing_mode == EditingMode.VOICE_OVER.value:
self._distribute_voice_over(clips, asset_ids)
elif editing_mode == EditingMode.VOICE_PIP.value:
self._distribute_voice_pip(clips, asset_ids)
else:
# 未知模式,退化为 one_take
self._distribute_one_take(clips, asset_ids)
def _distribute_one_take(
self,
clips: List[EditPlanClip],
asset_ids: List[str],
) -> None:
"""ONE_TAKE: 素材按顺序依次分配给 main 类型 clips"""
main_clips = [c for c in clips if c.clip_type == ClipType.MAIN.value]
for i, clip in enumerate(main_clips):
if i < len(asset_ids):
clip.assign_asset(asset_ids[i])
def _distribute_pip(
self,
clips: List[EditPlanClip],
asset_ids: List[str],
) -> None:
"""PIP: 第1个素材→main(全屏背景),其余→overlay clips"""
# 第1个素材 → main clip
main_clips = [c for c in clips if c.clip_type == ClipType.MAIN.value]
if main_clips and asset_ids:
main_clips[0].assign_asset(asset_ids[0])
# 其余素材 → overlay clips
overlay_clips = [c for c in clips if c.clip_type == "overlay"]
remaining = asset_ids[1:]
for i, clip in enumerate(overlay_clips):
if i < len(remaining):
clip.assign_asset(remaining[i])
def _distribute_voice_over(
self,
clips: List[EditPlanClip],
asset_ids: List[str],
) -> None:
"""VOICE_OVER: 素材→main clips (B-roll)"""
main_clips = [c for c in clips if c.clip_type == ClipType.MAIN.value]
for i, clip in enumerate(main_clips):
if i < len(asset_ids):
clip.assign_asset(asset_ids[i])
def _distribute_voice_pip(
self,
clips: List[EditPlanClip],
asset_ids: List[str],
) -> None:
"""VOICE_PIP: 第1个→background, 第2个→corner_voice, 其余→b_roll"""
bg_clips = [c for c in clips if c.clip_type == "background"]
corner_clips = [c for c in clips if c.clip_type == "corner_voice"]
broll_clips = [c for c in clips if c.clip_type == "b_roll"]
# 第1个素材 → background
if bg_clips and len(asset_ids) > 0:
bg_clips[0].assign_asset(asset_ids[0])
# 第2个素材 → corner_voice
if corner_clips and len(asset_ids) > 1:
corner_clips[0].assign_asset(asset_ids[1])
# 其余素材 → b_roll
remaining = asset_ids[2:]
for i, clip in enumerate(broll_clips):
if i < len(remaining):
clip.assign_asset(remaining[i])