feat: Implement multi-source weather data collection from OpenWeatherMap, Visual Crossing, and NOAA METAR, and add NYC market-specific data handling.

bot_listener.py

@@ -218,13 +218,13 @@ def start_bot():
                 "la": "los angeles", "洛杉矶": "los angeles",
             }
             
-            # 1. 尝试直接从映射表获取
+            # 1. 第一优先级：严格全字匹配
             city_name = STANDARD_MAPPING.get(city_input)
             
-            # 2. 如果没匹配到，尝试前缀匹配 (如输入 "seou")
+            # 2. 第二优先级：如果长度 >= 3，尝试前缀匹配
-            if not city_name:
+            if not city_name and len(city_input) >= 3:
                 for k, v in STANDARD_MAPPING.items():
-                    if len(city_input) >= 3 and k.startswith(city_input[:3]):
+                    if k.startswith(city_input):
                         city_name = v
                         break
             
@@ -278,19 +278,27 @@ def start_bot():
             
             if mb_high is not None:
                 sources.append("MB")
-                comp_parts.append(f"MB: {mb_high}")
+                comp_parts.append(f"MB: {mb_high:.1f}{temp_symbol}" if isinstance(mb_high, (int, float)) else f"MB: {mb_high}")
             if nws_high is not None:
                 sources.append("NWS")
-                comp_parts.append(f"NWS: {nws_high}")
+                comp_parts.append(f"NWS: {nws_high:.1f}{temp_symbol}" if isinstance(nws_high, (int, float)) else f"NWS: {nws_high}")
             if mgm_high is not None:
                 sources.append("MGM")
-                comp_parts.append(f"MGM: {mgm_high}")
+                comp_parts.append(f"MGM: {mgm_high:.1f}{temp_symbol}" if isinstance(mgm_high, (int, float)) else f"MGM: {mgm_high}")
+            
+            # 检查是否有显著分歧 (超过 5°F 或 2.5°C)
+            divergence_warning = ""
+            if mb_high is not None and max_temps:
+                diff = abs(mb_high - max_temps[0])
+                threshold = 5.0 if temp_unit == "fahrenheit" else 2.5
+                if diff > threshold:
+                    divergence_warning = f" ⚠️ <b>模型显著分歧 ({diff:.1f}{temp_symbol})</b>"
             
             comp_str = f" ({' | '.join(comp_parts)})" if comp_parts else ""
             sources_str = " | ".join(sources)
             
             msg_lines.append(f"\n📊 <b>预报 ({sources_str})</b>")
-            msg_lines.append(f"👉 <b>今天: {today_t}{temp_symbol}{comp_str}</b>")
+            msg_lines.append(f"👉 <b>今天: {today_t}{temp_symbol}{comp_str}</b>{divergence_warning}")
             
             # 明后天
             if len(dates) > 1:

save_nyc_mb.py

@@ -0,0 +1,17 @@
+import requests
+
+def save_nyc_mb():
+    url = "https://www.meteoblue.com/en/weather/week/40.713N74.006W"
+    headers = {
+        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"
+    }
+    proxies = {"http": "http://127.0.0.1:7890", "https": "http://127.0.0.1:7890"}
+    try:
+        resp = requests.get(url, headers=headers, proxies=proxies, timeout=10)
+        with open("nyc_mb.html", "w", encoding="utf-8") as f:
+            f.write(resp.text)
+        print("Saved nyc_mb.html")
+    except Exception as e:
+        print(f"Error: {e}")
+
+save_nyc_mb()

src/data_collection/weather_sources.py

@@ -535,27 +535,47 @@ class WeatherDataCollector:
         从 Meteoblue 网页抓取多模型预测数据的“共识”最高温
         """
         try:
+            # 1. 构造精确的方向后缀 URL
+            lat_dir = "N" if lat >= 0 else "S"
+            lon_dir = "E" if lon >= 0 else "W"
+            # Meteoblue 坐标 URL 习惯：保留 3 位小数，使用大写方向后缀
+            coord_str = f"{abs(lat):.3f}{lat_dir}{abs(lon):.3f}{lon_dir}"
             tz_slug = timezone_name.replace("/", "%2F")
-            url = f"https://www.meteoblue.com/en/weather/week/{lat}N{lon}E8_{tz_slug}"
+            
+            # 使用 forecast/week 路径通常比直接 week 更稳定
+            url = f"https://www.meteoblue.com/en/weather/week/{coord_str}"
+            if tz_slug:
+                url += f"_{tz_slug}"
             
             headers = {
                 "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
-                "Accept-Language": "en-US,en;q=0.9"
+                "Accept-Language": "en-US,en;q=0.9",
+                "Referer": "https://www.meteoblue.com/"
             }
             
             response = self.session.get(
                 url,
                 headers=headers,
-                timeout=self.timeout
+                timeout=self.timeout,
+                allow_redirects=True  # 允许重定向，但我们要检查终点
             )
             response.raise_for_status()
             
             content = response.text
+            
+            # 2. 检查是否重定向到了错误的地方 (例如大阪 Osaka)
+            # 如果 URL 里有 W 但页面内容里全是 E 或者城市名完全对不上
+            if lon < 0 and "W" in coord_str:
+                if "osaka" in response.url.lower():
+                    logger.warning(f"⚠️ Meteoblue 重定向异常: 目标 {coord_str} 却返回了 {response.url}")
+                    return None
+
+            # 3. 提取最高温
             match = re.search(r'Today.*?tab-temp-max.*?(\d+)&nbsp;°C', content, re.DOTALL | re.IGNORECASE)
             
             result = {
                 "source": "meteoblue",
-                "url": url,
+                "url": response.url,
                 "today_high": None,
                 "daily_highs": [],
                 "unit": "celsius"
@@ -568,7 +588,7 @@ class WeatherDataCollector:
                 val = float(match.group(1))
                 result["today_high"] = c_to_f(val) if use_fahrenheit else val
             
-            # 同时提取接下来几天的最高温
+            # 同时提取接下来几天
             all_highs = re.findall(r'tab-temp-max.*?(\d+)&nbsp;°C', content, re.DOTALL)
             if all_highs:
                 if use_fahrenheit:
@@ -577,7 +597,7 @@ class WeatherDataCollector:
                     result["daily_highs"] = [float(h) for h in all_highs]
             
             result["unit"] = "fahrenheit" if use_fahrenheit else "celsius"
-            logger.info(f"✅ Meteoblue 抓取成功: 今天 {result['today_high']}{result['unit']}")
+            logger.info(f"✅ Meteoblue 抓取成功 ({coord_str}): 今天 {result['today_high']}{result['unit']}")
             return result
         except Exception as e:
             logger.error(f"Meteoblue fetch failed: {e}")

test_nyc_mb.py

@@ -0,0 +1,39 @@
+import requests
+import re
+from datetime import datetime
+
+def test_mb_nyc():
+    lat = 40.7128
+    lon = -74.0060
+    timezone_name = "America/New_York"
+    
+    lat_dir = "N" if lat >= 0 else "S"
+    lon_dir = "E" if lon >= 0 else "W"
+    tz_slug = timezone_name.replace("/", "%2F")
+    
+    # Try both ways
+    url1 = f"https://www.meteoblue.com/en/weather/week/{lat}N{lon}E8_{tz_slug}"
+    url2 = f"https://www.meteoblue.com/en/weather/week/{abs(lat)}{lat_dir}{abs(lon)}{lon_dir}8_{tz_slug}"
+    
+    headers = {
+        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
+        "Accept-Language": "en-US,en;q=0.9"
+    }
+    proxies = {"http": "http://127.0.0.1:7890", "https": "http://127.0.0.1:7890"}
+    
+    for url in [url1, url2]:
+        print(f"\nTesting URL: {url}")
+        try:
+            resp = requests.get(url, headers=headers, proxies=proxies, timeout=10)
+            print(f"Status: {resp.status_code}")
+            content = resp.text
+            match = re.search(r'Today.*?tab-temp-max.*?(\d+) °C', content, re.DOTALL | re.IGNORECASE)
+            if match:
+                print(f"Captured High: {match.group(1)}°C")
+            else:
+                all_highs = re.findall(r'tab-temp-max.*?(\d+) °C', content, re.DOTALL)
+                print(f"All Highs Found: {all_highs}")
+        except Exception as e:
+            print(f"Error: {e}")
+
+test_mb_nyc()