From 243bf6c33b814ee420ee719ea246aaa17cb91687 Mon Sep 17 00:00:00 2001
From: "2569718930@qq.com" <2569718930@qq.com>
Date: Mon, 9 Mar 2026 10:53:23 +0800
Subject: [PATCH] feat: fully migrate frontend to a React component-driven
architecture and expand project documentation.
---
README.md | 75 +++++++++++++++---------------
README_ZH.md | 73 ++++++++++++++---------------
docs/API_ZH.md | 96 +++++++++++++++++++++------------------
docs/COMMERCIALIZATION.md | 41 +++++++++--------
docs/TECH_DEBT.md | 26 +++++------
frontend/README.md | 30 ++++++------
6 files changed, 178 insertions(+), 163 deletions(-)
diff --git a/README.md b/README.md
index 384f506d..08244429 100644
--- a/README.md
+++ b/README.md
@@ -1,22 +1,22 @@
-# 🌡️ PolyWeather Pro
+# 🌡️ PolyWeather Pro
-> **Professional Weather Intelligence System** —— Specialized in edge data collection, DEB smart blending, and real-time decision alerts.
+> **Professional Weather Intelligence System** — Specialized in edge data collection, DEB smart blending, and real-time decision alerts.
---
## 💎 Project Vision
-PolyWeather is a specialized intelligence system built for **Polymarket** high-stakes participants. We don't just provide weather forecasts; we aggregate data from top-tier global meteorological sources, apply our proprietary **DEB (Dynamic Error Balancing)** algorithm, and deliver **market-shifting alerts** at critical decision nodes.
+PolyWeather is a specialized intelligence system built for **Polymarket** high-stakes participants. We aggregate top-tier meteorological sources, apply proprietary **DEB (Dynamic Error Balancing)** logic, and surface **actionable shift signals** at critical decision windows.
---
## 🏗️ Production Architecture
-This project utilizes a production-grade decoupled architecture for high availability:
+This project uses a decoupled production setup for reliability and iteration speed:
-- **Frontend**: A **Next.js** interactive dashboard deployed on **Vercel**.
-- **Backend API**: A **FastAPI** service running on a VPS, providing low-latency data access.
-- **Bot & Alert Heartbeat**: A **Telegram Bot** running on a VPS, executing minute-level global scans and push notifications.
+- **Frontend**: A **Next.js** dashboard on **Vercel** with React component rendering.
+- **Backend API**: A **FastAPI** service on VPS for low-latency weather aggregation and analysis.
+- **Bot & Alert Heartbeat**: A **Telegram Bot** on VPS for minute-level scanning and push alerts.
🔗 **Official Visit**: [polyweather-pro.vercel.app](https://polyweather-pro.vercel.app/)
@@ -27,13 +27,13 @@ This project utilizes a production-grade decoupled architecture for high availab
- 📊 Deep Query View: DEB Blended Forecast + Settlement Probability + Groq AI Expert Advice
+ 📊 Deep Query View: DEB blended forecast + settlement probability + AI analysis context
- 🗺️ Omni-Dashboard: Real-time global heatmaps + array-style data visualization
+ 🗺️ Omni-Dashboard: global station markers + nearby station context + right-side city intelligence panel
---
@@ -41,18 +41,19 @@ This project utilizes a production-grade decoupled architecture for high availab
## 🚀 Core Features
- **📡 Full-Spectrum Collection**
- - **Major Models**: Real-time sync for ECMWF, GFS, ICON, GEM, JMA, and Open-Meteo daily/hourly guidance.
- - **Observed Data**: Aviation Weather / METAR as the primary observation source, plus official Turkish MGM station-level data for Ankara.
- - **City Specialization**: Integrated `17130` (`Ankara (Bölge/Center)`) as the key Ankara lead station, without replacing LTAC settlement observation.
+ - **Major Models**: ECMWF, GFS, ICON, GEM, JMA, Open-Meteo, and city-level daily/hourly guidance.
+ - **Observed Data**: Aviation Weather / METAR as the primary observation source, plus Turkish MGM coverage for Ankara.
+ - **City Specialization**: `17130` (`Ankara (Bölge/Center)`) remains the Ankara lead station without replacing LTAC settlement observation.
- **⚖️ DEB Smart Blending**
- - Dynamic weighting of forecasts based on recent historical performance and city-specific reliability.
+ - Dynamic weighting based on city-level performance and current model spread.
+- **🧩 React Dashboard Runtime**
+ - Typed store + typed API client + Leaflet/Chart.js lifecycle wrappers.
+ - City click workflow: map focus + right panel open + nearby stations render.
+ - Today analysis workflow: open modal + freeze map motion.
- **🔔 Alert Engine**
- - **Momentum Spike**: Captures rapid temperature changes within 30 minutes.
- - **Forecast Breakthrough**: Fires when observations exceed all model predictions plus a safety margin.
- - **Advection Monitoring**: Simulates warm/cold advection based on lead stations and wind currents.
-- **🛡️ Smart Suppression**
- - **Peak Protection**: Automatically switches to snapshot mode when the daily high has likely passed.
- - **Cooldown Management**: Global and city-level cooldowns to prevent notification fatigue.
+ - **Momentum Spike**: Captures rapid short-window temperature slope changes.
+ - **Forecast Breakthrough**: Fires when observations break model envelopes plus margin.
+ - **Advection Monitoring**: Tracks warm/cold advection using lead-station behavior and wind direction.
---
@@ -73,14 +74,15 @@ This project utilizes a production-grade decoupled architecture for high availab
- **Ankara enhancement**:
- Settlement observation: `LTAC / Esenboğa`
- Official lead station: `Ankara (Bölge/Center)` / `17130`
- - Nearby station layer: Turkish MGM station network
+ - Nearby station layer: Turkish MGM network (Ankara-specific preferred station ordering)
- **Other cities nearby layer**:
- - Current production logic uses Aviation Weather METAR clusters
- - U.S. cities may later receive Mesonet augmentation, but METAR remains the base layer
-- **Historical benchmarking rules**:
- - Web dashboard: rolling last 15 settled days
- - Telegram `/deb`: rolling last 7 settled days
- - The current in-progress day is excluded from win rate and MAE
+ - Production currently uses Aviation Weather METAR clusters
+ - U.S. cities may later receive Mesonet augmentation while METAR stays baseline
+- **Frontend request optimization**:
+ - Initial map temperatures preload via `/api/city/{name}/summary`
+ - City detail cache TTL = 5 minutes, revision probe avoids unnecessary refetch
+ - Map movements, panel toggles, and modal open/close do not trigger redundant requests
+ - Manual refresh always bypasses cache (`force_refresh=true`)
---
@@ -89,19 +91,17 @@ This project utilizes a production-grade decoupled architecture for high availab
```mermaid
graph TD
subgraph "Client / Terminals"
- Web[Next.js Web App]
+ Web[Next.js React Web App]
TG[Telegram Client]
end
subgraph "Edge Deployment (Vercel)"
- Web -.-> |Auth| Supa[(Supabase Auth/DB)]
- Web --> |API| Fast[FastAPI API]
+ Web --> |BFF Routes| Fast[FastAPI API]
end
subgraph "Core Hub (VPS)"
Fast --- |Shared Logic| Worker[Alert Engine / Worker]
Bot[Telegram Bot] --- |Shared Logic| Worker
- Worker --> |Cache/Sub| Supa
end
subgraph "External Sources"
@@ -122,7 +122,7 @@ graph TD
### 1. Backend / Bot (VPS)
```bash
-# Pull Source
+# Pull source
git pull
# Environment
@@ -134,7 +134,7 @@ docker-compose up -d --build
### 2. Frontend (Vercel)
-Associate the `frontend` directory as the project root on Vercel for automatic CI/CD.
+Set `frontend` as the Vercel root directory for automatic CI/CD.
---
@@ -150,18 +150,19 @@ Associate the `frontend` directory as the project root on Vercel for automatic C
---
> [!NOTE]
-> **Commercialization**: This project currently offers **Web Dashboard ($5/mo)** and **Telegram Signal Channel ($1/mo)** subscriptions.
-> Point-earning via group participation is active and points can be redeemed for access.
+> **Commercialization**: Current plans keep **Web Dashboard ($5/mo)** and **Telegram Signal Channel ($1/mo)** as the core entry offers.
+> User entitlement and payment automation are tracked in `docs/COMMERCIALIZATION.md`.
> [!NOTE]
-> **Frontend Model**: The production website still uses the legacy high-density dashboard shell under `frontend/public/legacy/index.html`, embedded through the Next.js app shell.
+> **Frontend Model**: Production rendering is now fully handled by React components under `frontend/components/dashboard` and hooks under `frontend/hooks`.
+> Legacy static files are retained for reference, but no longer act as the main runtime path.
---
---
**📅 Last Updated**: 2026-03-09
-**🚀 Status**: v1.0 Stable - Professional Quant UI Locked
+**🚀 Status**: v1.1 Stable - React Dashboard Runtime in Production
> [!TIP]
-> **Production Note**: The current dashboard utilizes the high-density "Professional Quant" UI (v1.0-legacy) which integrates real-time METAR/MGM data, DEB ensemble blending, and multi-model probability distribution in a single high-performance view.
+> **Production Note**: The UI layout and visual contract remain unchanged while data flow, map lifecycle, and modal interaction are now managed by typed React modules.
diff --git a/README_ZH.md b/README_ZH.md
index df8e3264..2ee7e92c 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -1,4 +1,4 @@
-# 🌡️ PolyWeather Pro
+# 🌡️ PolyWeather Pro
> **专业级博弈情报系统** —— 专注边缘气象数据采集、DEB 智能融合与实时决策预警。
@@ -6,17 +6,17 @@
## 💎 项目愿景
-PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报系统。我们不只是提供天气预报,而是通过聚合全球顶级气象源、应用自研的 **DEB (Dynamic Error Balancing)** 算法,并在关键时间节点提供**具有博弈预测价值**的异动预警。
+PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报系统。我们不只提供天气预报,而是通过聚合全球气象源、应用自研 **DEB (Dynamic Error Balancing)** 算法,并在关键时间节点输出**可执行的异动信号**。
---
## 🏗️ 生产架构
-本项目采用生产级解耦架构,确保高可用与实时性:
+本项目采用生产级解耦架构,确保高可用与迭代效率:
-- **前端**:部署在 **Vercel** 上的 **Next.js** 交互式仪表盘。
-- **后端 API**:运行在 VPS 上的 **FastAPI**,提供低延迟数据服务。
-- **机器人与预警心跳**:运行在 VPS 上的 **Telegram Bot**,执行每分钟级的全球扫描与推送。
+- **前端**:部署在 **Vercel** 上的 **Next.js + React 组件化仪表盘**。
+- **后端 API**:运行在 VPS 上的 **FastAPI**,负责多源聚合与分析计算。
+- **机器人与预警心跳**:运行在 VPS 上的 **Telegram Bot**,执行分钟级扫描与推送。
🔗 **官方访问地址**:[polyweather-pro.vercel.app](https://polyweather-pro.vercel.app/)
@@ -27,13 +27,13 @@ PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报
- 📊 深度查询效果:DEB 融合预测 + 结算概率 + Groq AI 专家建议
+ 📊 深度查询效果:DEB 融合预测 + 结算概率 + AI 分析上下文
- 🗺️ 全景仪表盘:全球站点实时热力场 + 阵列式数据展示
+ 🗺️ 全景仪表盘:全球站点标记 + 周边站点联动 + 右侧城市详情卡片
---
@@ -41,18 +41,19 @@ PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报
## 🚀 核心功能
- **📡 多源全量采集**
- - **主流模型**:ECMWF、GFS、ICON、GEM、JMA、Open-Meteo 的日/小时温度指导。
- - **实测数据**:Aviation Weather / METAR 作为主观测源,安卡拉叠加土耳其 MGM 官方站点实测。
- - **城市特化**:安卡拉特别接入 `17130`(`Ankara (Bölge/Center)`)作为领先站,不替代 LTAC 结算主站。
+ - **主流模型**:ECMWF、GFS、ICON、GEM、JMA、Open-Meteo 的日/小时指导。
+ - **实测数据**:Aviation Weather / METAR 为主观测源,安卡拉叠加 Turkish MGM 官方网络。
+ - **城市特化**:安卡拉保留 `17130`(`Ankara (Bölge/Center)`)领先站逻辑,不替代 LTAC 结算主站。
- **⚖️ DEB 智能融合**
- - 基于近期历史表现和城市级可靠性,动态调整各模型权重。
-- **🔔 异动预警系统 (Alert Engine)**
- - **动量突变**:捕捉 30 分钟内的急剧温变。
- - **预测突破**:当实测击穿所有预报上限时触发告警。
- - **平流监测**:基于周边前导站的风向流场模拟,预测冷/暖平流的到达。
-- **🛡️ 智能压制逻辑**
- - **峰值保护**:当日高温峰值大概率已过时,自动转为静默/快照模式,拒绝骚扰。
- - **冷却管理**:同一信号路径支持全局与城市级双重 CD。
+ - 基于城市历史表现与当前模型分歧动态调整权重。
+- **🧩 React 仪表盘运行时**
+ - 类型化 Store + 类型化 Data Client + Leaflet/Chart.js 生命周期封装。
+ - 点击城市:地图聚焦 + 右侧卡片打开 + 周边站点展示。
+ - 点击“今日日内分析”:打开模态框并冻结地图动画。
+- **🔔 异动预警系统**
+ - **动量突变**:捕捉短窗口温度斜率变化。
+ - **预测突破**:实测突破模型包络与安全边际时触发。
+ - **平流监测**:结合前导站和风向识别冷暖平流。
---
@@ -73,14 +74,15 @@ PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报
- **安卡拉增强逻辑**:
- 结算主观测:`LTAC / Esenboğa`
- 官方领先站:`Ankara (Bölge/Center)` / `17130`
- - 周边站层:土耳其 MGM 周边站网络
+ - 周边站层:土耳其 MGM 网络(含安卡拉优先站筛选)
- **其他城市周边站层**:
- - 生产环境当前使用 Aviation Weather METAR cluster
- - 美国城市后续可追加 Mesonet,但 METAR 仍是基础层
-- **历史对账口径**:
- - 网页端:滚动近 15 个已结算自然日
- - Telegram `/deb`:滚动近 7 个已结算自然日
- - 当天未结算样本不参与胜率与 MAE 统计
+ - 当前生产环境使用 Aviation Weather METAR cluster
+ - 美国城市后续可叠加 Mesonet,但 METAR 仍为基础层
+- **前端请求优化口径**:
+ - 首屏先走 `/api/city/{name}/summary` 预热地图温度
+ - 城市详情 5 分钟 TTL,revision 不变则跳过重拉
+ - 地图联动、侧卡开关、modal 开关不会重复请求
+ - 手动刷新强制绕过缓存(`force_refresh=true`)
---
@@ -89,19 +91,17 @@ PolyWeather 是一套专为 **Polymarket** 深度博弈者设计的实时情报
```mermaid
graph TD
subgraph "客户端 / 终端"
- Web[Next.js 网页端]
+ Web[Next.js React 网页端]
TG[Telegram 客户端]
end
subgraph "云端部署 (Vercel)"
- Web -.-> |Auth| Supa[(Supabase Auth/DB)]
- Web --> |API| Fast[FastAPI API]
+ Web --> |BFF 路由| Fast[FastAPI API]
end
subgraph "核心引擎 (VPS)"
Fast --- |Shared Logic| Worker[Alert Engine / Worker]
Bot[Telegram Bot] --- |Shared Logic| Worker
- Worker --> |Cache/Sub| Supa
end
subgraph "外部数据源"
@@ -134,7 +134,7 @@ docker-compose up -d --build
### 2. 前端 (Vercel)
-直接关联本项目 `frontend` 目录作为根目录即可,享受自动 CI/CD。
+关联本项目 `frontend` 目录作为根目录,启用自动 CI/CD。
---
@@ -150,18 +150,19 @@ docker-compose up -d --build
---
> [!NOTE]
-> **商业化提示**:本项目目前提供 **Web 仪表盘 ($5/月)** 与 **Telegram 信号频道 ($1/月)** 订阅服务。
-> 发言获取积分逻辑已上线,活跃用户可兑换相应权限。
+> **商业化提示**:当前仍以 **Web 仪表盘 ($5/月)** 与 **Telegram 信号频道 ($1/月)** 为核心入口套餐。
+> 自动化支付与订阅鉴权规划见 `docs/COMMERCIALIZATION.md`。
> [!NOTE]
-> **前端现状**:生产环境网页仍使用 `frontend/public/legacy/index.html` 的高密度 legacy dashboard,由 Next.js 外壳嵌入并在 Vercel 上部署。
+> **前端现状**:生产环境页面已由 `frontend/components/dashboard` 与 `frontend/hooks` 完整接管渲染。
+> legacy 静态文件仅保留为历史参考,不再作为主运行入口。
---
---
**📅 最后更新**:2026-03-09
-**🚀 状态**:v1.0 稳定版 - 专业量化 UI 已锁定
+**🚀 状态**:v1.1 稳定版 - React 运行时已上线
> [!TIP]
-> **生产提示**:当前仪表盘采用高密度“专业量化版” UI (v1.0-legacy),深度集成了 METAR/MGM 实测数据、DEB 智能融合预报及多模型概率分布,提供最高性能的数据交互体验。
+> **生产提示**:在不改变既有 UI 布局与视觉层级的前提下,数据流、地图联动和模态行为已迁移到类型化 React 组件体系。
diff --git a/docs/API_ZH.md b/docs/API_ZH.md
index 32caec53..f0cbb0f9 100644
--- a/docs/API_ZH.md
+++ b/docs/API_ZH.md
@@ -1,6 +1,6 @@
-# PolyWeather API 接口文档 (v1.1)
+# PolyWeather API 接口文档 (v1.2)
-本文档说明当前 PolyWeather 后端实际提供的 HTTP API。后端由 `web/app.py` 提供,前端网页通过 Next.js BFF 代理访问这些接口。
+本文档说明当前 PolyWeather 后端实际提供的 HTTP API。后端由 `web/app.py` 提供,前端通过 Next.js BFF 路由代理访问这些接口。
---
@@ -10,11 +10,9 @@
- **生产 Base URL**: `http://:8000` 或绑定后的 HTTPS API 域名
- **响应格式**: JSON
- **缓存策略**:
- - `/api/cities`: 5 分钟
- - `/api/city/{name}`: 30 秒
- - `/api/history/{name}`: 15 分钟
- - `/api/city/{name}/summary`: 30 秒
- - `/api/city/{name}/detail`: 30 秒
+ - 后端 `web/app.py` 内部分析缓存:默认 5 分钟(Ankara 为 60 秒)
+ - 前端城市详情缓存:5 分钟 TTL + revision 校验
+ - 前端手动刷新:强制 `force_refresh=true` 跳过缓存
---
@@ -24,7 +22,7 @@
- **URL**: `/api/cities`
- **Method**: `GET`
-- **用途**: 返回首页左侧监控城市与世界地图 marker 的基础元数据。
+- **用途**: 返回首页左侧监控城市与地图 marker 的基础元数据。
**响应示例**
@@ -37,7 +35,7 @@
"lat": 40.1281,
"lon": 32.9951,
"risk_level": "medium",
- "risk_emoji": "🟡",
+ "risk_emoji": "🟠",
"airport": "Esenboğa",
"icao": "LTAC",
"temp_unit": "celsius",
@@ -54,7 +52,7 @@
- **参数**:
- `name`: 城市名或别名,如 `ankara`、`new-york`
- `force_refresh` (可选): `true` 时跳过缓存
-- **用途**: 首页右侧详情面板与地图数据的主接口。
+- **用途**: 右侧详情卡片、今日分析 modal、图表和周边站点的主数据接口。
**当前核心字段**
@@ -76,21 +74,23 @@
- `metar_recent_obs`
- `hourly`
- `hourly_next_48h`
+- `source_forecasts`
+- `multi_model_daily`
- `updated_at`
**说明**
-- `current.raw_metar` 现在直接透出 Aviation Weather API 返回的原始 METAR 报文。
-- `mgm` 只对 Ankara 这类确实有 Turkish MGM 覆盖的城市有值。
-- `mgm_nearby` 当前是一个复用字段:
- - Ankara: Turkish MGM 周边站
- - 多数其他城市: AviationWeather METAR cluster
+- `current.raw_metar` 为 Aviation Weather 返回的原始报文字段。
+- `mgm` 仅在具备官方 MGM 覆盖的城市(如 Ankara)有效。
+- `mgm_nearby` 为统一周边站点字段:
+ - Ankara:MGM 官方周边站
+ - 其他多数城市:METAR cluster
### 2.3 获取历史对账数据
- **URL**: `/api/history/{name}`
- **Method**: `GET`
-- **用途**: 历史准确率对账弹窗与机器人 `/deb` 命令的数据基础。
+- **用途**: 历史对账弹窗与 `/deb` 指令的历史样本来源。
**响应示例**
@@ -110,14 +110,14 @@
**说明**
-- 网页端历史对账只统计 **近 15 天已结算样本**
-- 当天未结算样本可以画在图里,但不计入胜率与 MAE
+- 网页端历史图默认展示近期样本,但统计口径只使用已结算日期。
+- 当天未结算样本可用于可视化趋势,不计入胜率与 MAE。
### 2.4 获取城市摘要
- **URL**: `/api/city/{name}/summary`
- **Method**: `GET`
-- **用途**: 轻量摘要接口,适合未来做 hover 预取或低开销列表更新。
+- **用途**: 轻量级温度摘要接口,用于首屏地图温度预热与低开销列表更新。
**字段**
@@ -127,6 +127,7 @@
- `local_time`
- `temp_symbol`
- `current.temp`
+- `current.obs_time`
- `deb.prediction`
- `risk.level`
- `risk.warning`
@@ -136,7 +137,7 @@
- **URL**: `/api/city/{name}/detail`
- **Method**: `GET`
-- **用途**: 面向未来的单请求聚合详情接口,便于把 `city + summary + history + future analysis` 整合到一个载荷中。
+- **用途**: 面向后续商业化聚合视图的单请求聚合接口。
**当前结构**
@@ -145,12 +146,14 @@
- `timeseries`
- `models`
- `probabilities`
-- `future`
+- `market_scan`
+- `risk`
+- `ai_analysis`
**说明**
-- 当前首页 legacy 布局还主要使用 `/api/city/{name}` 和 `/api/history/{name}`
-- `/api/city/{name}/detail` 已用于后续更完整详情态的聚合设计
+- 当前生产前端主链路仍以 `/api/city/{name}` + `/api/history/{name}` 为主。
+- `/api/city/{name}/detail` 已提供聚合结构,供后续产品层扩展接入。
---
@@ -158,23 +161,23 @@
### 3.1 风险等级
-- `low`: 低风险,模型与实测较一致
-- `medium`: 中风险,存在一定分歧或本地站点偏置
-- `high`: 高风险,模型冲突大或盘面博弈价值高
+- `low`: 低风险,模型与实测整体较一致
+- `medium`: 中风险,存在一定分歧或站点偏置
+- `high`: 高风险,模型冲突较大或盘面波动价值高
### 3.2 DEB
-`DEB` 是 PolyWeather 的动态融合预测层,不是简单平均值。它会结合:
+`DEB` 是 PolyWeather 的动态融合预测层,不是简单平均值。它会综合:
- 多模型预测值
- 近期表现
-- 实况修正
-- 城市级偏置
+- 城市级偏差特征
+- 实况修正上下文
### 3.3 μ
-`μ` 代表当前结算分布中心,是一个**动态期望值**,会随着模型、实况、趋势变化而变化。
-它不应直接与固定 forecast 用同一口径做静态历史对账。
+`μ` 表示当前结算概率分布中心(动态期望值),会随模型分歧与实况变化而更新。
+它不应直接按固定 forecast 口径做静态历史对账。
---
@@ -183,31 +186,35 @@
### 4.1 主观测源
- **Aviation Weather / METAR**
- - 当前全球机场主观测源
- - 同时提供结构化字段与 `rawOb`
+ - 全球机场主观测源
+ - 同时提供结构化字段与原始 METAR 报文
### 4.2 Ankara 专属源
- **Turkish MGM**
- - Ankara 主官方增强层
- - 包括 `Ankara (Bölge/Center)` 与周边站点
+ - Ankara 官方增强层
+ - 含 `Ankara (Bölge/Center)` 与周边站点
### 4.3 预测源
- **Open-Meteo**
- **weather.gov**(美国城市)
- **Meteoblue**(部分城市)
-- **多模型集合**: ECMWF / GFS / ICON / GEM / JMA
+- **多模型集成**: ECMWF / GFS / ICON / GEM / JMA
---
## 5. 当前口径说明
-- 首页地图主 marker 显示 **当前温度**
-- 右侧详情面板展示当前实测、DEB、结算概率、多模型、多日预报
-- 未来日期分析模态框:
- - 显示温度走势、结算概率分布、多模型预报、未来 6-48 小时趋势、未来 0-2 小时临近判断
- - 已移除独立“冷锋 / 暖锋判断”模块
+- 地图 marker 显示当前温度(首屏通过 `summary` 预热)。
+- 点击城市后打开右侧详情卡片,保持当前布局与样式不变。
+- “今日日内分析”在 modal 中展示:
+ - 今日温度走势(含 METAR 实测点)
+ - 结算概率分布
+ - 多模型预报
+ - 今日日内结构信号(规则引擎)
+ - AI 深度分析 + 0-2 小时临近判断
+- modal 打开时地图停止动画;点击空白地图仅关闭右侧卡片,不重置视角。
---
@@ -218,15 +225,16 @@
- 再看 `docker-compose logs -f polyweather_web`
- **METAR 看起来慢几分钟**
- - 通常是官方链路入库/发布延迟,不一定是本地轮询慢
- - 请同时看:
+ - 常见原因是上游发布延迟,不一定是本地轮询问题
+ - 建议同时查看:
- `current.obs_time`
- `current.report_time`
- `current.receipt_time`
- **网页显示旧内容**
- - 先确认 Vercel 已部署新版本
+ - 先确认 Vercel 已部署最新版本
- 再强刷浏览器缓存
+ - 如为详情数据,确认是否命中前端 5 分钟 TTL
---
diff --git a/docs/COMMERCIALIZATION.md b/docs/COMMERCIALIZATION.md
index 9303c3d5..1f33c329 100644
--- a/docs/COMMERCIALIZATION.md
+++ b/docs/COMMERCIALIZATION.md
@@ -1,4 +1,4 @@
-# 📈 Commercialization Roadmap
+# 📈 Commercialization Roadmap
> **Target**: Transforming PolyWeather for paid weather intelligence delivery.
@@ -6,7 +6,7 @@
## 🎯 Product Focus
-PolyWeather is positioned as a **premium intelligence service** for weather-based prediction markets (**Polymarket**). The value proposition lies in **Ankara-specialization**, **advanced advection forecasting**, and **DEB-weighted consensus**.
+PolyWeather is positioned as a **premium intelligence service** for weather-driven prediction markets (**Polymarket**). The core differentiators remain **Ankara specialization**, **advection-aware signal logic**, and **DEB-weighted consensus**.
---
@@ -15,13 +15,13 @@ PolyWeather is positioned as a **premium intelligence service** for weather-base
| Tier | Price | Primary Value Proposition |
| :------------------- | :------------ | :------------------------------------------------------------ |
| **Telegram Channel** | **$1 / mo** | High-fidelity proactive alerts, low noise. |
-| **Web Dashboard** | **$5 / mo** | Comprehensive multi-model view + historical MAE benchmarking. |
-| **VIP Bundle** | **$5.5 / mo** | Full access to all intelligence streams. |
+| **Web Dashboard** | **$5 / mo** | Full multi-model context + historical DEB benchmarking. |
+| **VIP Bundle** | **$5.5 / mo** | Unified access to dashboard + signal stream. |
### 🛠️ Payment Infrastructure
- **Currency**: Polygon / USDC.
-- **Method**: Initially manual activation; migrating to automatic deposit detection (Phase 2).
+- **Method**: Phase-1 manual activation; Phase-2 automatic deposit detection and entitlement sync.
---
@@ -45,27 +45,28 @@ graph LR
### 📦 Phase 1: Manual Beta
-- **Goal**: Stabilize current alert quality and build core user group.
+- **Goal**: Stabilize signal quality and convert initial paid users.
- **Actions**:
- Manual subscription activation via Telegram DM.
- - Small, focused paid Telegram channel for signal tests.
- - Invitation-only Web Access (Vercel).
- - Validate city-specific edge before scaling, with Ankara as the flagship strategy city.
+ - Small paid Telegram channel for low-noise signal validation.
+ - Invite-based Web access while entitlement layer is being finalized.
+ - Keep Ankara as flagship strategy city for product credibility.
### 🛠️ Phase 2: Automation (USDC)
-- **Goal**: Reduce operational friction.
+- **Goal**: Reduce operational friction and improve payment reliability.
- **Actions**:
- - **On-chain monitoring**: Detect USDC deposits to unique addresses.
- - **One-time Links**: Telegram bot automatically generates invite links with `member_limit=1`.
- - **JWT Auth**: Securing the Next.js frontend with subscriber-only tokens.
+ - **On-chain monitoring**: Detect USDC deposits to dedicated addresses.
+ - **One-time Links**: Bot-generated invite links with strict member limits.
+ - **JWT Auth**: Subscriber-only access control for the Next.js frontend.
### 🌐 Phase 3: Scaling & Analytics
-- **Goal**: Retention and expansion.
+- **Goal**: Improve retention and expand B2C/B2B utility.
- **Actions**:
- - **Accuracy Leaderboard**: Monthly reports of DEB vs Market outcomes.
- - **Self-Serve Portal**: User dashboard for billing and alert settings.
+ - **Accuracy Leaderboard**: Monthly DEB vs settled-actual reports.
+ - **Self-Serve Portal**: Billing, subscription status, and alert preferences.
+ - **Usage Telemetry**: Feature-level analytics for conversion optimization.
### 📡 API Expansion Priority
@@ -79,15 +80,15 @@ graph LR
- U.S. cities may later receive Mesonet enhancement without replacing METAR
- **P2 Product Layer**
- Stripe / Polygon-USDC automation
- - Realtime sync and user entitlement system
+ - Realtime entitlement sync and subscriber state management
---
## 🚧 Critical Constraints
-- **Weather-First**: We focus on the **physical variable changes** rather than exchange-side order book execution.
-- **Quality > Quantity**: Alert fatigue will churn subscribers. We enforce a "True Probability Shift" rule for notifications.
-- **Local Niche**: Ankara is our flagship differentiator.
+- **Weather-First**: The product is built around physical weather shifts, not exchange-side execution tooling.
+- **Quality > Quantity**: Alert fatigue directly harms retention; thresholds must favor actionable rarity.
+- **UI Stability**: Commercial rollout assumes layout consistency; visual contract stays fixed while internals evolve.
---
diff --git a/docs/TECH_DEBT.md b/docs/TECH_DEBT.md
index f8bf4b83..566c6888 100644
--- a/docs/TECH_DEBT.md
+++ b/docs/TECH_DEBT.md
@@ -1,20 +1,20 @@
-# 🛠️ Technical Debt & Engineering Backlog
+# 🛠️ Technical Debt & Engineering Backlog
> **Vision**: Moving from a research script to a production SaaS.
---
-## 🏛️ System Health: 75%
+## 🏛️ System Health: 82%
```mermaid
pie title System Health & Tech Debt
- "Stable Engine" : 75
- "Centralized Logic Debt" : 10
- "Subscription DB Debt" : 10
- "Testing/Replay Debt" : 5
+ "Stable Engine" : 82
+ "Entitlement/Payments Debt" : 8
+ "Test/Replay Debt" : 6
+ "Observability Debt" : 4
```
-The core engine is stable, but several infrastructure "shortcut" decisions remain.
+The core weather engine and React dashboard runtime are now stable, but product-layer infrastructure debt is still material.
### Current Stable Modules
@@ -22,7 +22,7 @@ The core engine is stable, but several infrastructure "shortcut" decisions remai
- [x] DEB Blending Algorithm
- [x] Proactive Telegram Alert Engine
- [x] Vercel Dashboard Infrastructure
-- [x] Legacy dashboard running behind Next.js/Vercel
+- [x] React component-driven dashboard runtime (replacing legacy `public/static/app.js` rendering path)
---
@@ -33,7 +33,7 @@ The core engine is stable, but several infrastructure "shortcut" decisions remai
| **Monolithic Bot** | `bot_listener.py` is hard to test and evolve. | Isolate UI interaction from business logic into `src/analysis`. |
| **Subscription Store** | No persistent record of who has paid. | Migrate from in-memory user checks to **Supabase/PostgreSQL**. |
| **Alert Transparency** | Operators cannot easily audit "why" an alert fired. | Add an `Evidence` metadata block to all internal alert payloads. |
-| **Encoding Drift** | Legacy frontend files have suffered mixed encodings.| Normalize all legacy static files to UTF-8 and stop editing them with incompatible encodings. |
+| **Entitlement Guard** | Dashboard routes are public by default. | Add JWT/session gating in Next.js middleware + backend checks. |
---
@@ -44,7 +44,7 @@ The core engine is stable, but several infrastructure "shortcut" decisions remai
| **Hard-coded Thresholds** | Modification requires code changes (e.g., 5s CD). | Extract all business constants into a structured `config.yaml`. |
| **Simulation Harness** | No way to "replay" a rainy day to test alert logic. | Build a `ReplayEngine` using `data/daily_records.json`. |
| **Backend Naming** | Artifacts of "market price" logic remain in naming. | Systematic refactor of variable names to reflect weather-intelligence focus. |
-| **Legacy Frontend Debt** | Large `public/static/app.js` mixes data, UI, charts, and modal logic. | Gradually extract panel, chart, and modal logic into typed modules without changing the current layout contract. |
+| **Chart Regression Tests**| UI relies on custom Chart.js lifecycles. | Add snapshot + interaction tests for chart datasets and legends. |
---
@@ -60,9 +60,9 @@ The core engine is stable, but several infrastructure "shortcut" decisions remai
## 🗓️ Next Milestones
1. **DB Integration**: Connect Supabase to `src/database/db_manager.py`.
-2. **Alert Transparency**: Append logic metrics (slope, lead delta) to push messages.
-3. **Authentication**: Secure `/api/city` on Vercel with subscription keys.
-4. **UTF-8 Cleanup**: Remove remaining mojibake from legacy static files and comments.
+2. **Entitlement Layer**: Enforce paid-access middleware on dashboard and API proxy routes.
+3. **Alert Transparency**: Append logic metrics (slope, lead delta, advection factors) to push payloads.
+4. **Replay & QA**: Add deterministic replay tests for map/panel/modal interaction regressions.
---
diff --git a/frontend/README.md b/frontend/README.md
index 3c6e9028..4a990159 100644
--- a/frontend/README.md
+++ b/frontend/README.md
@@ -1,4 +1,4 @@
-# PolyWeather Frontend
+# PolyWeather Frontend
This directory is the only web frontend in production.
@@ -8,21 +8,23 @@ Production URL:
## Stack
- Next.js App Router
+- React (component-driven dashboard)
- Tailwind CSS
-- Lucide React
-- shadcn/ui base layer
-- Legacy dashboard shell loaded from `public/legacy/index.html`
+- Leaflet (map runtime)
+- Chart.js (charts with manual lifecycle wrapper)
+- Typed store + typed data client
## Production Model
-- Vercel serves the web UI
-- FastAPI on VPS serves API only
+- Vercel serves the web UI and BFF route handlers
+- FastAPI on VPS serves weather APIs only
- The old FastAPI static website has been removed
-- The production page shell is still the legacy dashboard embedded by `app/page.tsx`
+- The production page shell is React-driven (`components/dashboard/*`), with no runtime dependency on `public/static/app.js`
Current request flow:
- Browser -> Vercel frontend
-- Vercel route handlers -> FastAPI API
+- React store/client -> Next route handlers
+- Next route handlers -> FastAPI API
## Local Development
@@ -51,12 +53,14 @@ Examples:
Thin BFF routes currently exposed by Next:
- `GET /api/cities`
- `GET /api/city/[name]`
+- `GET /api/city/[name]/summary`
- `GET /api/history/[name]`
Current frontend behavior:
-- `/` keeps the world overview layout
-- City clicks stay inside the same layout and load the right-side panel
-- Future forecast dates open a modal instead of mutating the base panel
+- `/` keeps the world overview layout and initial city temperatures preload
+- Marker click: focus map + open right city card + render nearby stations
+- Right-card "今日日内分析": opens modal and freezes map motion
+- Blank-map click: closes right card only, without resetting camera
## Vercel Deployment
@@ -68,7 +72,7 @@ Current frontend behavior:
## Notes
- Backend CORS must allow `https://polyweather-pro.vercel.app`
-- The page shell currently embeds the legacy dashboard HTML from `public/legacy/index.html`
-- If you change files under `public/static`, deploy to Vercel to make them live
+- City detail cache TTL is 5 minutes with revision probe; manual refresh bypasses cache
+- UI layout and sizing remain aligned with the legacy visual contract after React migration
Last updated: 2026-03-09