0b3dfa3c52
- AI 自动驳回：法规/品牌安全 HIGH 违规或总分<40 自动打回上传阶段 - 功效词可配置：从硬编码改为品牌方在规则页面自行管理 - 驳回通知：AI 驳回时只通知达人，含具体原因 - 达人端：脚本/视频页面展示 AI 驳回原因 + 重新上传入口 - 规则页面：新增"功效词"分类 - 种子数据：新增 6 条默认功效词 - 其他：代理商管理下拉修复、AI 配置模型列表扩展、视觉模型标签修正、规则编辑放开限制 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
545 lines
23 KiB
Python
545 lines
23 KiB
Python
"""
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种子数据脚本
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创建 demo 用户、组织关系、项目、Brief、任务、规则数据
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支持幂等运行：已存在则跳过
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用法：
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cd backend && python -m scripts.seed
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"""
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import asyncio
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import sys
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from datetime import datetime, timedelta, timezone
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from sqlalchemy import select, insert, text
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from sqlalchemy.ext.asyncio import AsyncSession
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# 确保能找到 app 模块
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sys.path.insert(0, ".")
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from app.database import AsyncSessionLocal
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from app.models import (
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User, UserRole, Brand, Agency, Creator,
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Project, Task, TaskStage, TaskStatus, Brief,
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ForbiddenWord, WhitelistItem, Competitor, AIConfig, Tenant,
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Message,
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brand_agency_association, agency_creator_association,
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project_agency_association,
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)
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from app.services.auth import hash_password
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# ============================================================
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# 固定 ID，方便前端 mock 数据对齐和反复运行幂等检查
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# ============================================================
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BRAND_USER_ID = "U100001"
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AGENCY_USER_ID = "U100002"
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CREATOR_USER_ID = "U100003"
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BRAND_ID = "BR100001"
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AGENCY_ID = "AG100001"
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CREATOR_ID = "CR100001"
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TENANT_ID = BRAND_ID # 品牌方 = 租户
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PROJECT_ID = "PJ100001"
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BRIEF_ID = "BF100001"
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TASK_IDS = ["TK100001", "TK100002", "TK100003", "TK100004"]
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PASSWORD_HASH = hash_password("demo123")
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NOW = datetime.now(timezone.utc)
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async def seed_data() -> None:
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async with AsyncSessionLocal() as db:
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# ========== 幂等检查 ==========
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result = await db.execute(
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select(User).where(User.email == "brand@demo.com")
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)
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if result.scalar_one_or_none():
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print("✅ 种子数据已存在，跳过创建")
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return
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print("🌱 开始创建种子数据...")
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# ========== 1. Demo 用户 ==========
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brand_user = User(
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id=BRAND_USER_ID,
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email="brand@demo.com",
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password_hash=PASSWORD_HASH,
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name="秒思科技",
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role=UserRole.BRAND,
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is_active=True,
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is_verified=True,
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)
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agency_user = User(
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id=AGENCY_USER_ID,
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email="agency@demo.com",
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password_hash=PASSWORD_HASH,
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name="星辰传媒",
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role=UserRole.AGENCY,
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is_active=True,
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is_verified=True,
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)
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creator_user = User(
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id=CREATOR_USER_ID,
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email="creator@demo.com",
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password_hash=PASSWORD_HASH,
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name="李小红",
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role=UserRole.CREATOR,
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is_active=True,
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is_verified=True,
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)
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db.add_all([brand_user, agency_user, creator_user])
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await db.flush()
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print(" ✓ 用户已创建: brand@demo.com / agency@demo.com / creator@demo.com")
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# ========== 2. 组织实体 ==========
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brand = Brand(
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id=BRAND_ID,
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user_id=BRAND_USER_ID,
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name="秒思科技",
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description="秒思科技是一家专注于 AI 内容合规的科技公司",
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contact_name="张经理",
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contact_phone="13800138000",
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contact_email="brand@demo.com",
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final_review_enabled=True,
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is_active=True,
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)
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agency = Agency(
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id=AGENCY_ID,
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user_id=AGENCY_USER_ID,
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name="星辰传媒",
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description="星辰传媒是一家专业的内容营销代理商",
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contact_name="王总监",
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contact_phone="13900139000",
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contact_email="agency@demo.com",
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force_pass_enabled=True,
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is_active=True,
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)
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creator = Creator(
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id=CREATOR_ID,
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user_id=CREATOR_USER_ID,
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name="李小红",
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bio="美妆博主，专注护肤分享，全网粉丝 50 万+",
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douyin_account="lixiaohong_dy",
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xiaohongshu_account="lixiaohong_xhs",
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is_active=True,
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)
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db.add_all([brand, agency, creator])
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await db.flush()
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print(" ✓ 组织已创建: 秒思科技 / 星辰传媒 / 李小红")
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# ========== 3. 租户（兼容旧表） ==========
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tenant = Tenant(
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id=TENANT_ID,
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name="秒思科技",
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is_active=True,
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)
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db.add(tenant)
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await db.flush()
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print(" ✓ 租户已创建: 秒思科技")
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# ========== 4. 组织关联关系 ==========
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await db.execute(
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insert(brand_agency_association).values(
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brand_id=BRAND_ID,
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agency_id=AGENCY_ID,
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is_active=True,
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)
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)
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await db.execute(
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insert(agency_creator_association).values(
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agency_id=AGENCY_ID,
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creator_id=CREATOR_ID,
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is_active=True,
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)
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)
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await db.flush()
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print(" ✓ 组织关系已建立: 品牌方 → 代理商 → 达人")
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# ========== 5. 项目 ==========
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project = Project(
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id=PROJECT_ID,
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brand_id=BRAND_ID,
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name="2026春季新品推广",
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description="春季新品防晒霜推广活动，面向 18-35 岁女性用户，重点投放抖音和小红书平台",
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platform="douyin",
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start_date=NOW,
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deadline=NOW + timedelta(days=30),
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status="active",
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)
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db.add(project)
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await db.flush()
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# 项目 → 代理商关联
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await db.execute(
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insert(project_agency_association).values(
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project_id=PROJECT_ID,
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agency_id=AGENCY_ID,
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is_active=True,
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)
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)
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await db.flush()
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print(" ✓ 项目已创建: 2026春季新品推广")
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# ========== 6. Brief ==========
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brief = Brief(
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id=BRIEF_ID,
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project_id=PROJECT_ID,
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selling_points=[
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{"content": "SPF50+ PA++++，超强防晒", "priority": "core"},
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{"content": "轻薄不油腻，适合日常通勤", "priority": "core"},
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{"content": "添加玻尿酸成分，防晒同时保湿", "priority": "recommended"},
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{"content": "获得皮肤科医生推荐", "priority": "reference"},
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],
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blacklist_words=[
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{"word": "最好", "reason": "绝对化用语"},
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{"word": "第一", "reason": "绝对化用语"},
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{"word": "纯天然", "reason": "虚假宣传"},
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],
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competitors=["安耐晒", "怡思丁", "薇诺娜"],
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brand_tone="年轻、活力、专业、可信赖",
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min_selling_points=2,
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min_duration=30,
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max_duration=60,
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other_requirements="请在视频中展示产品实际使用效果，包含户外场景拍摄",
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)
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db.add(brief)
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await db.flush()
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print(" ✓ Brief 已创建")
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# ========== 7. 示例任务（4 种阶段） ==========
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tasks = [
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# TK-001: 等待上传脚本
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Task(
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id=TASK_IDS[0],
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project_id=PROJECT_ID,
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agency_id=AGENCY_ID,
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creator_id=CREATOR_ID,
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name="春季防晒霜种草视频(1)",
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sequence=1,
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stage=TaskStage.SCRIPT_UPLOAD,
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),
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# TK-002: 脚本等待代理商审核
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Task(
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id=TASK_IDS[1],
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project_id=PROJECT_ID,
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agency_id=AGENCY_ID,
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creator_id=CREATOR_ID,
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name="春季防晒霜种草视频(2)",
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sequence=2,
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stage=TaskStage.SCRIPT_AGENCY_REVIEW,
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script_file_url="https://example.com/scripts/demo-script.pdf",
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script_file_name="防晒霜种草脚本v2.pdf",
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script_uploaded_at=NOW - timedelta(hours=2),
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script_ai_score=85,
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script_ai_result={
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"score": 85,
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"summary": "脚本整体符合要求，卖点覆盖充分",
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"dimensions": {
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"legal": {"score": 100, "passed": True, "issue_count": 0},
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"platform": {"score": 85, "passed": True, "issue_count": 1},
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"brand_safety": {"score": 100, "passed": True, "issue_count": 0},
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"brief_match": {"score": 80, "passed": True, "issue_count": 1},
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},
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"selling_point_matches": [
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{"content": "SPF50+ PA++++，超强防晒", "priority": "core", "matched": True, "evidence": "脚本中提到了SPF50+防晒参数"},
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{"content": "轻薄不油腻，适合日常通勤", "priority": "core", "matched": True, "evidence": "提到了轻薄质地不油腻"},
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{"content": "添加玻尿酸成分，防晒同时保湿", "priority": "recommended", "matched": False, "evidence": "未提及玻尿酸成分"},
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],
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"brief_match_detail": {
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"total_points": 3,
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"matched_points": 2,
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"required_points": 2,
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"coverage_score": 100,
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"overall_score": 75,
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"highlights": [
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"防晒参数描述准确，SPF50+ PA++++完整提及",
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"产品使用场景贴合Brief要求的日常通勤场景",
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],
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"issues": [
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"缺少玻尿酸保湿成分的说明，建议补充产品成分亮点",
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"脚本中使用了\"神器\"等夸张用语，需替换为更客观的表述",
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],
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"explanation": "脚本覆盖了2/2条要求卖点，核心卖点全部匹配。整体内容方向正确，但部分细节可优化。",
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},
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"violations": [
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{"type": "forbidden_word", "content": "神器", "severity": "medium", "suggestion": "建议替换为\"好物\"", "dimension": "platform"},
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],
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"soft_warnings": [
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{"type": "suggestion", "content": "建议增加产品成分说明", "suggestion": "可提及玻尿酸等核心成分"},
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],
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},
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script_ai_reviewed_at=NOW - timedelta(hours=1),
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),
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# TK-003: 脚本已通过，等待上传视频
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Task(
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id=TASK_IDS[2],
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project_id=PROJECT_ID,
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agency_id=AGENCY_ID,
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creator_id=CREATOR_ID,
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name="春季防晒霜种草视频(3)",
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sequence=3,
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stage=TaskStage.VIDEO_UPLOAD,
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script_file_url="https://example.com/scripts/demo-script-3.pdf",
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script_file_name="防晒霜种草脚本v3.pdf",
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script_uploaded_at=NOW - timedelta(days=2),
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script_ai_score=92,
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script_ai_result={
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"score": 92,
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"summary": "脚本质量优秀，完全符合 Brief 要求",
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"dimensions": {
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"legal": {"score": 100, "passed": True, "issue_count": 0},
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"platform": {"score": 100, "passed": True, "issue_count": 0},
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"brand_safety": {"score": 100, "passed": True, "issue_count": 0},
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"brief_match": {"score": 90, "passed": True, "issue_count": 0},
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},
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"selling_point_matches": [
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{"content": "SPF50+ PA++++，超强防晒", "priority": "core", "matched": True, "evidence": "脚本完整提及防晒参数"},
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{"content": "轻薄不油腻，适合日常通勤", "priority": "core", "matched": True, "evidence": "详细描述了质地体验"},
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{"content": "添加玻尿酸成分，防晒同时保湿", "priority": "recommended", "matched": True, "evidence": "提及了玻尿酸保湿功能"},
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],
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"brief_match_detail": {
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"total_points": 3,
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"matched_points": 3,
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"required_points": 2,
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"coverage_score": 100,
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"overall_score": 90,
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"highlights": [
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"所有核心和推荐卖点均完整覆盖",
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"产品使用场景自然，与Brief要求高度一致",
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"成分说明准确，玻尿酸保湿功能表述清晰",
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],
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"issues": [],
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"explanation": "脚本覆盖了3/2条要求卖点（超出要求），与Brief整体匹配度优秀。",
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},
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"violations": [],
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"soft_warnings": [],
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},
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script_ai_reviewed_at=NOW - timedelta(days=2),
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script_agency_status=TaskStatus.PASSED,
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script_agency_comment="脚本内容不错，可以进入拍摄",
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script_agency_reviewer_id=AGENCY_USER_ID,
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script_agency_reviewed_at=NOW - timedelta(days=1),
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script_brand_status=TaskStatus.PASSED,
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script_brand_comment="同意",
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script_brand_reviewer_id=BRAND_USER_ID,
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script_brand_reviewed_at=NOW - timedelta(days=1),
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),
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# TK-004: 已完成
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Task(
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id=TASK_IDS[3],
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project_id=PROJECT_ID,
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agency_id=AGENCY_ID,
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creator_id=CREATOR_ID,
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name="春季防晒霜种草视频(4)",
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sequence=4,
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stage=TaskStage.COMPLETED,
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script_file_url="https://example.com/scripts/demo-script-4.pdf",
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script_file_name="防晒霜种草脚本v4.pdf",
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script_uploaded_at=NOW - timedelta(days=7),
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script_ai_score=90,
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script_ai_result={
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"score": 90,
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"summary": "符合要求",
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"dimensions": {
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"legal": {"score": 100, "passed": True, "issue_count": 0},
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"platform": {"score": 100, "passed": True, "issue_count": 0},
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"brand_safety": {"score": 100, "passed": True, "issue_count": 0},
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"brief_match": {"score": 85, "passed": True, "issue_count": 0},
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},
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"selling_point_matches": [],
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"violations": [],
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"soft_warnings": [],
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},
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script_ai_reviewed_at=NOW - timedelta(days=7),
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script_agency_status=TaskStatus.PASSED,
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script_agency_comment="通过",
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script_agency_reviewer_id=AGENCY_USER_ID,
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script_agency_reviewed_at=NOW - timedelta(days=6),
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script_brand_status=TaskStatus.PASSED,
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script_brand_comment="通过",
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script_brand_reviewer_id=BRAND_USER_ID,
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script_brand_reviewed_at=NOW - timedelta(days=6),
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video_file_url="https://example.com/videos/demo-video-4.mp4",
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video_file_name="防晒霜种草视频v4.mp4",
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video_duration=45,
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video_uploaded_at=NOW - timedelta(days=5),
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video_ai_score=88,
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video_ai_result={
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"score": 88,
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"summary": "视频质量良好",
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"dimensions": {
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"legal": {"score": 100, "passed": True, "issue_count": 0},
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"platform": {"score": 100, "passed": True, "issue_count": 0},
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"brand_safety": {"score": 85, "passed": True, "issue_count": 0},
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"brief_match": {"score": 80, "passed": True, "issue_count": 0},
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},
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"selling_point_matches": [],
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"violations": [],
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"soft_warnings": [],
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},
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video_ai_reviewed_at=NOW - timedelta(days=5),
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video_agency_status=TaskStatus.PASSED,
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video_agency_comment="视频效果好",
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video_agency_reviewer_id=AGENCY_USER_ID,
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video_agency_reviewed_at=NOW - timedelta(days=4),
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video_brand_status=TaskStatus.PASSED,
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video_brand_comment="终审通过",
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video_brand_reviewer_id=BRAND_USER_ID,
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video_brand_reviewed_at=NOW - timedelta(days=3),
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),
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]
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db.add_all(tasks)
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await db.flush()
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print(" ✓ 任务已创建: TK100001~TK100004 (4种阶段)")
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# ========== 8. 规则数据 ==========
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forbidden_words = [
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ForbiddenWord(id="FW100001", tenant_id=TENANT_ID, word="假药", category="法规违禁", severity="high"),
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ForbiddenWord(id="FW100002", tenant_id=TENANT_ID, word="虚假宣传", category="法规违禁", severity="high"),
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ForbiddenWord(id="FW100003", tenant_id=TENANT_ID, word="最好", category="绝对化用语", severity="medium"),
|
||
ForbiddenWord(id="FW100004", tenant_id=TENANT_ID, word="第一", category="绝对化用语", severity="medium"),
|
||
ForbiddenWord(id="FW100005", tenant_id=TENANT_ID, word="纯天然", category="虚假宣传", severity="medium"),
|
||
# 功效词（品牌方可自行增删）
|
||
ForbiddenWord(id="FW100006", tenant_id=TENANT_ID, word="根治", category="功效词", severity="high"),
|
||
ForbiddenWord(id="FW100007", tenant_id=TENANT_ID, word="治愈", category="功效词", severity="high"),
|
||
ForbiddenWord(id="FW100008", tenant_id=TENANT_ID, word="治疗", category="功效词", severity="high"),
|
||
ForbiddenWord(id="FW100009", tenant_id=TENANT_ID, word="药效", category="功效词", severity="high"),
|
||
ForbiddenWord(id="FW100010", tenant_id=TENANT_ID, word="疗效", category="功效词", severity="high"),
|
||
ForbiddenWord(id="FW100011", tenant_id=TENANT_ID, word="特效", category="功效词", severity="high"),
|
||
]
|
||
db.add_all(forbidden_words)
|
||
await db.flush()
|
||
print(" ✓ 违禁词已创建: 11 条（含 6 条功效词）")
|
||
|
||
competitors = [
|
||
Competitor(id="CP100001", tenant_id=TENANT_ID, brand_id=BRAND_ID, name="安耐晒", keywords=["安耐晒", "ANESSA", "资生堂防晒"]),
|
||
Competitor(id="CP100002", tenant_id=TENANT_ID, brand_id=BRAND_ID, name="怡思丁", keywords=["怡思丁", "ISDIN"]),
|
||
Competitor(id="CP100003", tenant_id=TENANT_ID, brand_id=BRAND_ID, name="薇诺娜", keywords=["薇诺娜", "WINONA"]),
|
||
]
|
||
db.add_all(competitors)
|
||
await db.flush()
|
||
print(" ✓ 竞品已创建: 3 条")
|
||
|
||
whitelist_items = [
|
||
WhitelistItem(id="WL100001", tenant_id=TENANT_ID, brand_id=BRAND_ID, term="SPF50+", reason="产品实际参数，非夸大宣传"),
|
||
WhitelistItem(id="WL100002", tenant_id=TENANT_ID, brand_id=BRAND_ID, term="PA++++", reason="产品实际参数，非夸大宣传"),
|
||
]
|
||
db.add_all(whitelist_items)
|
||
await db.flush()
|
||
print(" ✓ 白名单已创建: 2 条")
|
||
|
||
# ========== 9. AI 配置（模板） ==========
|
||
ai_config = AIConfig(
|
||
tenant_id=TENANT_ID,
|
||
provider="oneapi",
|
||
base_url="https://api.example.com/v1",
|
||
api_key_encrypted="demo-placeholder-key",
|
||
models={"text": "gpt-4o", "vision": "gpt-4o", "audio": "whisper-1"},
|
||
temperature=0.7,
|
||
max_tokens=2000,
|
||
is_configured=False,
|
||
)
|
||
db.add(ai_config)
|
||
await db.flush()
|
||
print(" ✓ AI 配置模板已创建")
|
||
|
||
# ========== 10. 示例消息 ==========
|
||
messages = [
|
||
# 达人消息
|
||
Message(
|
||
id="MSG100001",
|
||
user_id=CREATOR_USER_ID,
|
||
type="new_task",
|
||
title="新任务分配",
|
||
content="您有新的任务「春季防晒霜种草视频(1)」，来自项目「2026春季新品推广」",
|
||
is_read=False,
|
||
related_task_id=TASK_IDS[0],
|
||
related_project_id=PROJECT_ID,
|
||
sender_name="星辰传媒",
|
||
),
|
||
Message(
|
||
id="MSG100002",
|
||
user_id=CREATOR_USER_ID,
|
||
type="pass",
|
||
title="脚本审核通过",
|
||
content="您的任务「春季防晒霜种草视频(3)」脚本已被通过",
|
||
is_read=True,
|
||
related_task_id=TASK_IDS[2],
|
||
sender_name="星辰传媒",
|
||
),
|
||
Message(
|
||
id="MSG100003",
|
||
user_id=CREATOR_USER_ID,
|
||
type="system_notice",
|
||
title="系统通知",
|
||
content="平台违禁词库已更新，请在创作时注意避免使用新增的违禁词",
|
||
is_read=True,
|
||
),
|
||
# 代理商消息
|
||
Message(
|
||
id="MSG100004",
|
||
user_id=AGENCY_USER_ID,
|
||
type="new_task",
|
||
title="新脚本提交",
|
||
content="达人「李小红」提交了「春季防晒霜种草视频(2)」脚本，请及时审核",
|
||
is_read=False,
|
||
related_task_id=TASK_IDS[1],
|
||
sender_name="李小红",
|
||
),
|
||
Message(
|
||
id="MSG100005",
|
||
user_id=AGENCY_USER_ID,
|
||
type="pass",
|
||
title="品牌终审通过",
|
||
content="任务「春季防晒霜种草视频(4)」已通过品牌方终审",
|
||
is_read=True,
|
||
related_task_id=TASK_IDS[3],
|
||
sender_name="秒思科技",
|
||
),
|
||
# 品牌方消息
|
||
Message(
|
||
id="MSG100006",
|
||
user_id=BRAND_USER_ID,
|
||
type="new_task",
|
||
title="脚本待终审",
|
||
content="「星辰传媒」的达人「李小红」脚本已通过代理商审核，请进行终审",
|
||
is_read=False,
|
||
related_task_id=TASK_IDS[1],
|
||
sender_name="星辰传媒",
|
||
),
|
||
Message(
|
||
id="MSG100007",
|
||
user_id=BRAND_USER_ID,
|
||
type="system_notice",
|
||
title="项目创建成功",
|
||
content="您的项目「2026春季新品推广」已创建成功",
|
||
is_read=True,
|
||
related_project_id=PROJECT_ID,
|
||
),
|
||
]
|
||
db.add_all(messages)
|
||
await db.flush()
|
||
print(" ✓ 示例消息已创建: 7 条 (达人3 + 代理商2 + 品牌方2)")
|
||
|
||
# ========== 提交 ==========
|
||
await db.commit()
|
||
print("\n🎉 种子数据创建完成！")
|
||
print("=" * 50)
|
||
print("Demo 账号:")
|
||
print(" 品牌方: brand@demo.com / demo123")
|
||
print(" 代理商: agency@demo.com / demo123")
|
||
print(" 达人: creator@demo.com / demo123")
|
||
print("=" * 50)
|
||
|
||
|
||
def main():
|
||
asyncio.run(seed_data())
|
||
|
||
|
||
if __name__ == "__main__":
|
||
main()
|