mirror of
https://github.com/primedigitaltech/market-assistant.git
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186ba9bf42
底稿与 STRATEGY_DATA_RULES 明确多细类须分行；不确定可写待业务定类。恢复标题下骨架说明含全局禁止编造。示例与目录模板同步。 Made-with: Cursor
627 lines
24 KiB
Python
627 lines
24 KiB
Python
"""
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市场策略 Markdown 草稿：**规则骨架**（占位 + 少量数据摘录），供业务与大模型成稿对齐。
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- 决策在「策略生成」表单完成；未填项由大模型结合摘要与报告节选补全。
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- 骨架刻意短、可执行；避免与成稿重复的「假设 / 待验证」套话。
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"""
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from __future__ import annotations
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import math
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from typing import Any
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from .brief_concentration import (
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concentration_first_share,
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concentration_top_three_share,
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)
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def _esc(s: Any) -> str:
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t = "" if s is None else str(s).strip()
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return t.replace("\r\n", "\n").replace("\r", "\n")
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def _pct(x: Any) -> str:
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if x is None:
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return "—"
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try:
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v = float(x)
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if math.isnan(v) or math.isinf(v):
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return "—"
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return f"{100 * v:.1f}%"
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except (TypeError, ValueError):
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return "—"
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def _num(x: Any) -> str:
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if x is None:
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return "—"
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if isinstance(x, bool):
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return str(x)
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if isinstance(x, int):
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return str(x)
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if isinstance(x, float):
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if math.isnan(x) or math.isinf(x):
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return "—"
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if x == int(x):
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return str(int(x))
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return f"{x:.2f}"
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return str(x)
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def _cr_narrative(label: str, cr1: Any, cr3: Any, top: Any) -> str | None:
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"""从集中度生成一句策略向描述，无数据则返回 None（正文避免英文缩写）。"""
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try:
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c1 = float(cr1) if cr1 is not None else None
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except (TypeError, ValueError):
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c1 = None
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if c1 is None and not (top or "").strip():
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return None
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top_s = _esc(top) or "—"
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if "店铺" in label:
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w1, w3 = "第一大店铺约占列表行的", "前三大店铺合计约占"
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elif "品牌" in label:
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w1, w3 = "第一大品牌约占", "前三大品牌合计约占"
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else:
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w1, w3 = "第一大主体约占", "前三大合计约占"
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if c1 is not None:
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if c1 >= 0.4:
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tone = "偏高，头部资源集中"
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elif c1 >= 0.25:
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tone = "中等，存在可争夺空间"
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else:
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tone = "相对分散，差异化切入点可能更多"
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return (
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f"- **{label}**：{w1} **{_pct(cr1)}**，{w3} **{_pct(cr3)}**；"
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f"当前头部为「{top_s}」。*粗判：{tone}。*"
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)
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return f"- **{label}**：头部为「{top_s}」（缺少占比时可结合列表与商详数据补全）。"
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def _shop_unique_sku_basis_lines(shops: dict[str, Any]) -> list[str]:
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"""
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``shops_from_list.unique_sku_basis`` 与竞品报告/摘要一致：按去重 SKU 的店铺集中度对照口径。
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"""
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usb = shops.get("unique_sku_basis") if isinstance(shops, dict) else None
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if not isinstance(usb, dict) or not usb.get("n_unique_skus"):
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return []
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u1 = concentration_first_share(usb)
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u3 = concentration_top_three_share(usb)
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utop = _esc(usb.get("top_label") or "")
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if u1 is None or not utop:
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return []
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return [
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f"- **列表侧店铺（按去重 SKU）**：共 **{_num(usb.get('n_unique_skus'))}** 个去重 SKU；"
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f"第一大店铺「{utop}」约占 **{_pct(u1)}**；前三合计 **{_pct(u3)}**。"
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"*（与上行「按列表行」可能因同一 SKU 多行曝光而差异；非销量/市占。）*"
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]
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def _goal_bullet(label: str, user_val: str, placeholder: str) -> str:
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v = _esc(user_val).strip()
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if v:
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return f"- **{label}**：{v}"
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return f"- **{label}**：*（{placeholder}）*"
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def _pillar_cell(user_val: str) -> str:
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v = _esc(user_val).strip()
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return v if v else "*待填*"
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def _pos_mark(choice: str, key: str) -> str:
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return "[x]" if choice == key else "[ ]"
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def _risk_line(checked: bool, text: str) -> str:
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mark = "[x]" if checked else "[ ]"
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return f"- {mark} {text}"
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def filter_strategy_hints_for_ch8_probe(hints: Any) -> list[str]:
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"""
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当报告以 **第八章文本挖掘** 为主呈现评论侧时，规则引擎的 ``strategy_hints`` 中仍可能含
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「关注词出现较多」「预设场景占比」类句子（与 §8 主口径冲突）。此处剔除，避免进入策略底稿与 LLM。
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"""
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if not isinstance(hints, list):
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return []
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out: list[str] = []
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for h in hints:
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s = _esc(h) if h is not None else ""
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if not s.strip():
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continue
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if "评价文本中「" in s and "等主题出现较多" in s:
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continue
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if "用途/场景中「" in s and "有效评价自述" in s:
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continue
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out.append(s)
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return out if out else [
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"（与「关注词/预设场景条形图」相关的自动提示已省略；用户洞察请以报告 §8 文本挖掘与第九章节选为准。）"
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]
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def report_uses_chapter8_text_mining_probe(report_config: dict[str, Any] | None) -> bool:
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"""
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与任务 ``report_config`` 中 ``chapter8_text_mining_probe`` 一致；未显式设置时默认 ``True``
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（与 ``jd.runner.get_default_report_config`` 一致）。
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为 ``True`` 时，策略稿「用户与评论侧」一节不再逐条列举关注词/场景子串命中，以免与当前报告正文口径冲突。
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"""
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if not isinstance(report_config, dict):
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return True
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if "chapter8_text_mining_probe" in report_config:
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return bool(report_config.get("chapter8_text_mining_probe"))
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return True
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def build_strategy_draft_markdown(
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*,
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job_id: int,
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keyword: str,
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brief: dict[str, Any],
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business_notes: str = "",
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generated_at_iso: str = "",
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strategy_decisions: dict[str, Any] | None = None,
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report_config: dict[str, Any] | None = None,
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) -> str:
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"""生成可下载的 Markdown：与「六主轴 + 品牌四线」示例稿同构的规则骨架，附录为数据速览。"""
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use_ch8_probe = report_uses_chapter8_text_mining_probe(report_config)
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d = strategy_decisions or {}
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pos = _esc(d.get("positioning_choice") or "").strip()
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kw = _esc(brief.get("keyword")) or _esc(keyword) or "—"
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batch = _esc(brief.get("batch_label")) or "—"
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lines: list[str] = [
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f"# 市场策略制定草稿 · 「{kw}」",
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"",
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"> **骨架说明**：本页为规则骨架；结构与 [`docs/demo`](docs/demo) 示例一致。**全局禁止编造**见 `generate_strategy.py` 中 `STRATEGY_DATA_RULES`。",
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"",
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]
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if generated_at_iso:
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lines.append(f"> **生成时间**：{_esc(generated_at_iso)} · **任务 ID**：{job_id}")
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lines.append("")
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scope = brief.get("scope") or {}
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merged_n = scope.get("merged_sku_count")
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comm_n = scope.get("comment_flat_rows")
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lines.extend(
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[
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"---",
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"",
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"## 摘要",
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"",
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f"- **范围与样本**：监测词「{kw}」；批次 **{batch}**；"
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+ (
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f"深入 SKU ≈ {_num(merged_n)}；评价条数 ≈ {_num(comm_n)}。"
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if merged_n is not None or comm_n is not None
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else "样本规模见附录。"
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),
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"- **用户侧**：*（一两句结论即可：讨论焦点与负向主题；**勿**展开与报告重复的细类统计、词频。）*",
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"- **阶段重点**：*（须含 1～2 条**可执行动作**，回扣 §2 优先痛点；勿仅写「加强运营」。）*",
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"",
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"## 一、顾客是谁",
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"",
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"### 1.1 人群与决策路径",
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"",
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f"- **检索与货架语境**：{kw}；批次 {batch}。",
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]
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)
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bf = _esc(d.get("battlefield_one_line") or "").strip()
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if bf:
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lines.append(f"- **一句话战场**：{bf}")
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else:
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lines.append("- **一句话战场**：*（在哪个需求场景、与谁抢同一批用户？）*")
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lines.extend(
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[
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"- **典型路径**：*（成稿：搜索 → 列表比价 → 详情与配料 → 评价 → 下单/复购。）*",
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"",
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"*成稿须与 §2 痛点一致：写清「谁在什么任务下检索、决策」，为后文「针对痛点怎么做」埋伏笔。*",
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"",
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"### 1.2 细类讨论焦点（评论文本分析）",
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"",
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]
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)
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if use_ch8_probe:
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lines.extend(
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[
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"*当前任务以**第八章评论侧文本挖掘**为主呈现时，此处**不**逐条罗列关注词子串命中次数。*",
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"",
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"- **饼干 / 糕点 / 面点等**：*（骨架占位；成稿用**一句归纳**/用户关心点，**勿**复述 §8 词频与条数。）*",
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"",
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]
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)
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else:
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ckw = brief.get("comment_focus_keywords") or []
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usc = brief.get("usage_scenarios") or []
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lines.append("*下列为关注词/场景**统计摘录**（仅底稿审计用）；**成稿删除逐条枚举**，只保留对策略有用的一两句结论，避免与同任务竞品分析报告重复。*")
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lines.append("")
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if ckw:
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for item in ckw[:8]:
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if isinstance(item, dict):
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w = _esc(item.get("word"))
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c = _num(item.get("count"))
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lines.append(
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f"- 「{w}」：子串统计命中约 **{c}** 次（口径同报告关注词）。"
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)
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if usc:
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for item in usc[:6]:
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if isinstance(item, dict):
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sc = _esc(item.get("scenario"))
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cn = _num(item.get("count"))
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sh = _pct(item.get("share_of_text_units"))
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lines.append(
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f"- 场景「{sc}」：约 **{cn}** 条，约占 **{sh}** 文本单元（预设场景分组）。"
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)
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if not ckw and not usc:
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lines.append("*摘要中无关注词/场景组，请结合评论侧分析补全本节。*")
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lines.append("")
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mix = brief.get("category_mix_top") or []
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if mix:
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lines.append("### 类目结构（摘录）")
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lines.append("")
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for item in mix[:6]:
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if isinstance(item, dict):
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lines.append(f"- {_esc(item.get('label'))}：{_num(item.get('count'))}")
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lines.append("")
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lines.extend(
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[
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"### 1.3 本品聚焦（占位）",
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"",
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"*成稿写清本期**主攻人群/场景**与 §2「针对痛点要怎么做」的对应关系。*",
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"",
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_goal_bullet("本品角色", str(d.get("product_role") or ""), "新品 / 追赶 / 防守 / 拓品类 …"),
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_goal_bullet(
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"目标客群",
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str(d.get("audience_segment") or ""),
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"为谁、什么场景（可选）",
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),
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_goal_bullet(
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"主要对标",
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str(d.get("competitor_reference") or ""),
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"品牌或价位带参照（可选）",
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),
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"",
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]
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)
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lines.extend(
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[
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"## 二、产品价值与用户痛点",
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"",
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"*本节**仅**用下表写清**针对痛点要怎么做**（**类目** + 痛点简述 + 动作 + 落地 + 验证）。**不再**单设「痛点表 / 价值对表 / 负向归因」子节，避免与 §三、§八重复。*",
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"",
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"*「用户痛点（简述）」须与 `structured_brief` / 策略线索 / 报告节选**可核对**；**禁止**编造「用户反馈『……』」式引语，除非原句已出现在上述输入中。*",
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"",
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"*「类目/细类」列：写明本行决策**适用于哪一类**（如饼干/面包/全检索池）；多细类须**分行**，**禁止**用一句「全站」覆盖彼此冲突的策略；类目未定可写「待业务定类」并附分类假设。*",
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"",
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"### 2.1 针对痛点要怎么做",
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"",
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"| 类目/细类（本决策适用） | 用户痛点（简述） | 策略动作 | 具体怎么做（触点/话术/规格/渠道） | 如何验证 |",
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"|--------------------------|------------------|----------|-----------------------------------|----------|",
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"| *（如：饼干线 / 西式糕点 / 全池仅当可解释）* | *（口感/分量/价格信任等）* | *（动词句）* | *（可执行）* | *（指标或抽样）* |",
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"| | | | | |",
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"",
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]
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)
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raw_hints = brief.get("strategy_hints") or []
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hints = (
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filter_strategy_hints_for_ch8_probe(raw_hints)
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if use_ch8_probe
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else (list(raw_hints) if isinstance(raw_hints, list) else [])
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)
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if hints:
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lines.append("**摘要自动线索（`strategy_hints`）**")
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lines.append("")
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for h in hints:
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lines.append(f"- {_esc(h)}")
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lines.append("")
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pst = brief.get("price_stats") or {}
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lines.extend(
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[
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"## 三、为什么要买「这款产品」",
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"",
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"### 3.1 品类与时机",
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"",
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]
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)
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raw = brief.get("pc_search_raw") or {}
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if raw.get("result_count_consensus") is not None:
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lines.append(
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f"- **列表申报规模（resultCount）**：{_num(raw.get('result_count_consensus'))}（非销售额）"
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)
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elif merged_n is not None:
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lines.append(f"- **深入样本 SKU 数**：{_num(merged_n)}")
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else:
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lines.append("- **品类与时机**：*（成稿结合摘要与监测范围。）*")
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lines.append("")
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if pst.get("n"):
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src = _esc(brief.get("price_stats_source")) or "—"
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lines.extend(
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[
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f"- **价格摘录（可支撑购买理由与锚点）**：来源 {src}，n = {_num(pst.get('n'))}；"
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f"区间 {_num(pst.get('min'))}～{_num(pst.get('max'))}；中位数 {_num(pst.get('median'))}。",
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"",
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]
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)
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else:
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lines.append("*摘要中无价带统计，成稿可结合本批次价格数据在 §3.1 补一句锚点；**勿**重复 §2 已写的应对动作。*")
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lines.append("")
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lines.append(
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"*成稿在 §3.1 末尾用 1～2 句**承接** §2 优先痛点并写购买理由；价带/规格类动作已在 §2 表内则此处**勿再展开一遍**。*"
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)
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lines.append("")
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lines.extend(
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[
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"## 四、为什么要选「这个品牌」",
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"",
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"### 4.1 品牌承诺与调性（占位）",
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"",
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"*成稿：承诺与调性须能落到**触点**（商详/包装/客服首句等）上的**具体句子**，勿仅形容词。*",
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"",
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"- **一句话**：*（占位）*",
|
||
"- **调性**：透明、可验证、合规控糖叙事（成稿可细化）。",
|
||
"",
|
||
"### 4.2 信任与证据",
|
||
"",
|
||
"- *（成稿：评价、配料、可核验表述边界。）*",
|
||
"",
|
||
"**主定位（与表单一致）**",
|
||
"",
|
||
f"- {_pos_mark(pos, 'top')} **贴顶**：中高位或头部价位带。",
|
||
f"- {_pos_mark(pos, 'mid')} **卡腰**：围绕中位数一带。",
|
||
f"- {_pos_mark(pos, 'entry')} **下探**：贴近区间下限。",
|
||
f"- {_pos_mark(pos, 'different')} **另起带**：规格/组合/服务差异化。",
|
||
"",
|
||
]
|
||
)
|
||
|
||
conc = brief.get("concentration") or {}
|
||
shops = conc.get("shops_from_list") or {}
|
||
dbrand = conc.get("detail_brand_among_merged") or {}
|
||
lines.extend(
|
||
[
|
||
"## 五、与其它品牌有何不同",
|
||
"",
|
||
"### 5.1 对比对象（摘录）",
|
||
"",
|
||
]
|
||
)
|
||
n_shop = _cr_narrative(
|
||
"列表侧店铺集中度",
|
||
concentration_first_share(shops),
|
||
concentration_top_three_share(shops),
|
||
shops.get("top_label"),
|
||
)
|
||
n_brand = _cr_narrative(
|
||
"深入样本内品牌集中度",
|
||
concentration_first_share(dbrand),
|
||
concentration_top_three_share(dbrand),
|
||
dbrand.get("top_label"),
|
||
)
|
||
if n_shop:
|
||
lines.append(n_shop)
|
||
for uline in _shop_unique_sku_basis_lines(shops):
|
||
lines.append(uline)
|
||
if n_brand:
|
||
lines.append(n_brand)
|
||
if not n_shop and not n_brand:
|
||
lines.append("*本摘要未含集中度指标，请结合本批次竞争结构数据补全。*")
|
||
lines.extend(
|
||
[
|
||
"",
|
||
"- **环境自测**：头部强势时是侧翼还是正面替代？格局分散时是否用细分场景切入？",
|
||
"",
|
||
"### 5.2 差异化方向（占位）",
|
||
"",
|
||
"*成稿：相对竞品**多做什么/少做什么**，写**可执行的一步**（非空泛「更好」）。*",
|
||
"",
|
||
"| 差异点 | 说明 | 风险 |",
|
||
"|--------|------|------|",
|
||
"| | *待填* | |",
|
||
"",
|
||
]
|
||
)
|
||
lines.append("### 5.3 竞争应对")
|
||
lines.append("")
|
||
lines.append(
|
||
"*成稿：在表单倾向基础上，写清**跟价/不跟价时具体话术或机制**（一句即可）。*"
|
||
)
|
||
lines.append("")
|
||
stance = _esc(d.get("competitive_stance") or "").strip()
|
||
stance_line = {
|
||
"flank": "- **本品倾向**：侧翼切入，避免与头部正面硬碰。",
|
||
"head_on": "- **本品倾向**：正面替代，对标头部主战场。",
|
||
"both": "- **本品倾向**：分层推进（部分场景侧翼、部分场景正面）。",
|
||
"undecided": "- **本品倾向**：*（表单未选；成稿时据数据写清倾向）*",
|
||
}.get(stance)
|
||
if stance_line:
|
||
lines.append(stance_line)
|
||
lines.append("")
|
||
|
||
lines.extend(
|
||
[
|
||
"## 六、阶段目标与路径",
|
||
"",
|
||
"### 6.1 本阶段定义",
|
||
"",
|
||
_goal_bullet("时间范围", str(d.get("time_horizon") or ""), "如：本季度 / 未来 12 周"),
|
||
_goal_bullet(
|
||
"成功标准（可量化）",
|
||
str(d.get("success_criteria") or ""),
|
||
"搜索位次、转化、复购等",
|
||
),
|
||
_goal_bullet("非目标", str(d.get("non_goals") or ""), "明确不做什么（可选）"),
|
||
"",
|
||
"### 6.2 路径",
|
||
"",
|
||
"*成稿：路径须与 **§2.1 针对痛点要怎么做** 可对齐；营销/总体策略为**动词句**，回扣痛点。*",
|
||
"",
|
||
_goal_bullet(
|
||
"营销策略",
|
||
str(d.get("marketing_strategy") or ""),
|
||
"传播、活动、投放、内容主线（可选）",
|
||
),
|
||
_goal_bullet(
|
||
"总体策略",
|
||
str(d.get("general_strategy") or ""),
|
||
"增长/品类/经营总原则（可选）",
|
||
),
|
||
_goal_bullet(
|
||
"资源与预算备注",
|
||
str(d.get("resource_notes") or ""),
|
||
"人力、投放、产能等（可选）",
|
||
),
|
||
"",
|
||
]
|
||
)
|
||
|
||
pp = str(d.get("pillar_product") or "")
|
||
pr = str(d.get("pillar_price") or "")
|
||
pch = str(d.get("pillar_channel") or "")
|
||
pcm = str(d.get("pillar_comm") or "")
|
||
lines.extend(
|
||
[
|
||
"## 七、品牌四线：建设 · 打造 · 运营 · 体验",
|
||
"",
|
||
"*（与表单「4P 策略支柱」对应：产品 / 定价 / 渠道 / 传播。）*",
|
||
"*成稿：**每条线**至少一句——服务哪类痛点、本阶段**具体做哪一步**。*",
|
||
"",
|
||
"### 7.1 品牌建设",
|
||
"",
|
||
f"- {_pillar_cell(pp)}",
|
||
"",
|
||
"### 7.2 品牌打造",
|
||
"",
|
||
f"- {_pillar_cell(pr)}",
|
||
"",
|
||
"### 7.3 品牌运营",
|
||
"",
|
||
f"- {_pillar_cell(pch)}",
|
||
"",
|
||
"### 7.4 品牌体验",
|
||
"",
|
||
f"- {_pillar_cell(pcm)}",
|
||
"",
|
||
]
|
||
)
|
||
|
||
if use_ch8_probe:
|
||
pst_sig = brief.get("price_promotion_signals") or {}
|
||
has_promo = isinstance(pst_sig, dict) and bool(pst_sig)
|
||
lines.extend(
|
||
[
|
||
"",
|
||
"*促销与活动线索：须与摘要 `price_promotion_signals` 及第六章/第九章已有归纳一致；无则勿编造具体满减门槛。*"
|
||
if has_promo
|
||
else "*促销与价差：若摘要或价格信号有归纳则承接；无则勿编造。*",
|
||
"",
|
||
]
|
||
)
|
||
|
||
lines.extend(
|
||
[
|
||
"## 八、战术支柱",
|
||
"",
|
||
"*成稿：四支柱分别回扣 **痛点→动作→落地**（可与 §2.1 呼应，避免纯重复）。*",
|
||
"",
|
||
"### 8.1 产品策略",
|
||
"",
|
||
f"- *（表单产品支柱：{_pillar_cell(pp)}）*",
|
||
"",
|
||
"### 8.2 定价策略",
|
||
"",
|
||
f"- *（表单价格支柱：{_pillar_cell(pr)}）*",
|
||
"",
|
||
"### 8.3 促销与活动策略",
|
||
"",
|
||
"*须写促销**原则**（券/到手价/跟价节奏）；**满减、满折、跨店**等：能引用的写清来源；监测未捕获具体门槛时写「待与运营/后台对齐」，**勿**整节留空，**勿**编造门槛数字。*",
|
||
"*与 `price_promotion_signals`、报告第六章一致；勿虚构活动。*",
|
||
"",
|
||
"### 8.4 渠道与传播",
|
||
"",
|
||
f"- *（渠道/传播：{_pillar_cell(pch)} / {_pillar_cell(pcm)}）*",
|
||
"",
|
||
]
|
||
)
|
||
|
||
rk = bool(d.get("ack_risk_keywords"))
|
||
rp = bool(d.get("ack_risk_price"))
|
||
rc = bool(d.get("ack_risk_concentration"))
|
||
rk_kw = (
|
||
"评论侧归纳是否以偏概全？（需原评论抽样）"
|
||
if use_ch8_probe
|
||
else "关注词/场景统计是否以偏概全？（需原评论抽样）"
|
||
)
|
||
lines.extend(
|
||
[
|
||
"## 九、风险、假设与待验证",
|
||
"",
|
||
_risk_line(rk, rk_kw),
|
||
_risk_line(rp, "价格带是否含大促/异常挂价？（需核对清洗规则）"),
|
||
_risk_line(rc, "列表集中度与深入样本品牌是否不一致？（需解释渠道差异）"),
|
||
"",
|
||
"*成稿：每条风险尽量带**应对动作或验证计划**（抽样、核对规则），勿只列标题。*",
|
||
"",
|
||
"*业务备注见下节。*",
|
||
"",
|
||
"## 十、下一步与节奏",
|
||
"",
|
||
"*成稿：下列为**可执行任务**（可补负责人/时间）；与 §2.1 / §六 优先级一致。*",
|
||
"",
|
||
"- [ ] 锁定主推款与对标；过法务与合规。",
|
||
"- [ ] 统一对外数据口径与话术。",
|
||
"- [ ] 下轮监测更新后迭代策略。",
|
||
"",
|
||
]
|
||
)
|
||
|
||
notes = _esc(business_notes)
|
||
lines.extend(
|
||
[
|
||
"### 业务约束与备注",
|
||
"",
|
||
(notes if notes else "*（未填写业务备注。）*"),
|
||
"",
|
||
"---",
|
||
"",
|
||
"## 附录：本任务关键数据一览",
|
||
"",
|
||
f"- **关键词**：{kw} · **批次**：{batch} · **摘要版本**：v{_num(brief.get('schema_version'))}",
|
||
]
|
||
)
|
||
meta = brief.get("meta")
|
||
meta_labels = {
|
||
"page_start": "起始页",
|
||
"page_to": "采集至页",
|
||
"max_skus_config": "SKU 上限",
|
||
"scenario_filter_enabled": "场景筛选",
|
||
}
|
||
if isinstance(meta, dict) and meta:
|
||
bits = []
|
||
for k in ("page_start", "page_to", "max_skus_config", "scenario_filter_enabled"):
|
||
if k in meta:
|
||
label = meta_labels.get(k, k)
|
||
bits.append(f"{label}={_esc(meta.get(k))}")
|
||
if bits:
|
||
lines.append(f"- **采集参数快照**：{'; '.join(bits)}")
|
||
raw = brief.get("pc_search_raw") or {}
|
||
if raw.get("result_count_consensus") is not None:
|
||
lines.append(
|
||
f"- **列表申报规模（resultCount）**：{_num(raw.get('result_count_consensus'))}"
|
||
)
|
||
lines.extend(
|
||
[
|
||
"",
|
||
"*同目录含本批次 CSV 与分析产出，可对照使用。*",
|
||
"",
|
||
"---",
|
||
"",
|
||
"*本稿由工作台「市场策略制定」生成；与同任务结构化分析数据一致。*",
|
||
"",
|
||
]
|
||
)
|
||
return "\n".join(lines)
|