POD 趋势感知 Agent：缓存热点模式 + 三图合成 + 热点去重/风格去重 + review 兜底
- 缓存热点批量流程（有采集缓存不触发 Google） - 简报不足直接从采集缓存生成（轻量补齐） - 三图合成（模特/印花/底图）+ 底图压缩 <2MB - 热点去重→风格去重自动切换 + 不适合类目 review 兜底 - 透明背景（background=transparent）+ 提示词清洗（敏感词/背景描述） - 任务前 basemap 校验 + 模板国家校验 + 模特任务级分配
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# -*- coding: utf-8 -*-
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"""用 v3 国家化纯印花模板重新生成各国提示词产物。
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- 模板来源：config.yaml 的 prompt_templates（countries.<CODE> 按国家覆盖，resolve_templates 解析），
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与流水线 prompt_node 完全一致，保证产物=实际生图提示词。
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- 数据源优先 output/<c>/llm_verified_prompts.json（含 verdict），
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否则 output/<c>/design_briefs.json（risk_level 全 safe 时视作 verdict=safe）。
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- 输出：output/<c>/pure_print_prompts.{json,md}
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"""
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import argparse
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import datetime
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import json
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import os
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import sys
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BASE = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
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sys.path.insert(0, BASE)
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from graph.templates import resolve_templates # noqa: E402
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COUNTRY_NAMES = {"US": "美国", "GB": "英国", "JP": "日本", "AU": "澳大利亚"}
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STATUS = {"safe": "✅ 可直接用", "review": "⚠️ 需人工复核", "blocked": "🚫 已拦截"}
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def load_briefs(country: str):
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"""优先 llm_verified_prompts.json，否则 design_briefs.json。"""
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verified = os.path.join(BASE, "output", country, "llm_verified_prompts.json")
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briefs_path = os.path.join(BASE, "output", country, "design_briefs.json")
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if os.path.exists(verified):
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with open(verified, "r", encoding="utf-8") as f:
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data = json.load(f)
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items = data.get("design_briefs", [])
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# 归一化 verdict 字段名
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for b in items:
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if "verdict" not in b and "risk_level" in b:
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b["verdict"] = b["risk_level"]
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return [b for b in items if b.get("motif")]
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if os.path.exists(briefs_path):
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with open(briefs_path, "r", encoding="utf-8") as f:
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data = json.load(f)
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items = data.get("design_briefs", [])
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for b in items:
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if "verdict" not in b:
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b["verdict"] = b.get("risk_level") or ("safe" if b.get("safe_for_print") else "review")
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return [b for b in items if b.get("motif")]
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return []
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def gen_country(country: str):
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briefs = load_briefs(country)
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if not briefs:
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print(f"[{country}] 无简报数据（output/{country}/llm_verified_prompts.json 或 design_briefs.json 缺失/无 motif），跳过")
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return False
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with open(os.path.join(BASE, "config.yaml"), "r", encoding="utf-8") as f:
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import yaml
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tpls = yaml.safe_load(f).get("prompt_templates") or {}
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t = resolve_templates(tpls, country)
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image_tpl = t["image_prompt"]
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out_items = []
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for b in briefs:
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out_items.append({
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"topic": b.get("topic"),
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"category": b.get("design_category") or b.get("category"),
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"score": round(float(b.get("score") or 0), 3),
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"verdict": b.get("verdict"),
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"compliance_note": b.get("compliance_note") or b.get("concept") or b.get("risk_reasons"),
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"motif": b.get("motif"),
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"art_style": b.get("art_style"),
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"color_palette": b.get("color_palette"),
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"composition": b.get("composition"),
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"pure_print_prompt": image_tpl.format(
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motif=b.get("motif"), art_style=b.get("art_style"),
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color_palette=b.get("color_palette"), composition=b.get("composition")),
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})
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result = {
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"country": country,
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"country_name": COUNTRY_NAMES.get(country, country),
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"template": "pure_print_15x18cm_to_26x32cm_v3",
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"template_source": "config.yaml prompt_templates.countries." + country,
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"generated_at": datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
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"total": len(out_items),
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"safe": sum(1 for i in out_items if i["verdict"] == "safe"),
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"review": sum(1 for i in out_items if i["verdict"] in ("review", "blocked")),
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"items": out_items,
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}
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out_dir = os.path.join(BASE, "output", country)
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os.makedirs(out_dir, exist_ok=True)
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json_path = os.path.join(out_dir, "pure_print_prompts.json")
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with open(json_path, "w", encoding="utf-8") as f:
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json.dump(result, f, ensure_ascii=False, indent=2)
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lines = [
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f"# {result['country_name']}（{country}）纯印花设计提示词产物（15×18cm ~ 26×32cm · v3 国家化模板）\n",
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f"- 生成时间：{result['generated_at']}",
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f"- 模板版本：`pure_print_15x18cm_to_26x32cm_v3`，来源：config.yaml → prompt_templates.countries.{country}",
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"- 规则：尺寸在**约 15×18cm ~ 26×32cm 区间内自由选择**（防默认出满幅大图，不拉伸、不铺满、留边距）；英文**可加可不加**，与印花适配即可；**任何文字严禁政治/宗教/仇恨/暴力/性/品牌/商标/真实人物等敏感内容**",
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f"- 总数 {result['total']} 条：✅ safe {result['safe']} 条（可直接生成） / ⚠️ review {result['review']} 条（需人工复核）\n",
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]
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for i, it in enumerate(result["items"], 1):
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verdict = it["verdict"]
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tag = STATUS.get(verdict, verdict)
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lines.append(f"## {i}. {it['topic']} [{it['category'] or 'N/A'}] (score {it['score']}) {tag}\n")
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note = it["compliance_note"]
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lines.append(f"- **合规/说明**：{note if note else '（无）'}")
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lines.append(f"- **motif**：{it['motif']}")
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lines.append(f"- **art_style**：{it['art_style']}")
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lines.append(f"- **color_palette**：{it['color_palette']}")
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lines.append(f"- **composition**：{it['composition']}\n")
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lines.append("```text")
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lines.append(it["pure_print_prompt"])
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lines.append("```\n")
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md_path = os.path.join(out_dir, "pure_print_prompts.md")
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with open(md_path, "w", encoding="utf-8") as f:
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f.write("\n".join(lines))
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# 校验
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with open(json_path, "r", encoding="utf-8") as f:
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chk = json.load(f)
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bad = [i["topic"] for i in chk["items"] if "choose freely between a MINIMUM print area of about 15x18 cm" not in i["pure_print_prompt"]]
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print(f"[{country}] 生成完成: {len(chk['items'])} 条 (safe {chk['safe']} / review {chk['review']}) | "
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f"新模板未命中: {bad or '无'} | 旧模板残留: {sum(1 for i in chk['items'] if 'designed to fit a maximum print area' in i['pure_print_prompt'])}")
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return True
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def main():
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ap = argparse.ArgumentParser()
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ap.add_argument("-c", "--country", default="all",
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help="国家代码 US/GB/JP/AU，或 all（默认，处理所有有数据的国家）")
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args = ap.parse_args()
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if args.country == "all":
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countries = [c for c in ("US", "GB", "JP", "AU")]
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else:
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countries = [args.country.upper()]
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for cc in countries:
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try:
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gen_country(cc)
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except Exception as e: # noqa: BLE001
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print(f"[{cc}] 失败: {e}")
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if __name__ == "__main__":
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main()
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