爬取 重庆市 2023-2024每月数据

get_weather.py

@@ -0,0 +1,108 @@
+import csv
+import json
+import time
+from datetime import datetime, timedelta
+from concurrent.futures import ThreadPoolExecutor
+import httpx
+
+
+# 获取城市信息
+def get_cities(cities_json):
+    cities_dict = {}
+    for city, provinces in cities_json.items():
+        city_list = []
+        for _, province_mes in provinces.items():
+            for province_name in province_mes:
+                area_id = cities_json[city][_][province_name]['AREAID']
+                city_list.append({province_name: area_id})
+        cities_dict[city] = city_list
+    return cities_dict
+
+
+# 生成日期列表
+def generate_year_and_month_list(start_year, start_month):
+    current_date = datetime.now()
+    start_date = datetime(start_year, start_month, 1)
+    year_and_month_list = []
+
+    while start_date <= current_date:
+        year = start_date.year
+        month = start_date.month
+        year_and_month_str = f"{year}{month:02d}"
+        year_and_month_list.append(year_and_month_str)
+
+        if start_date.month == 12:
+            start_date = datetime(start_date.year + 1, 1, 1)
+        else:
+            start_date += timedelta(days=31)
+
+    return year_and_month_list
+
+
+# 发送请求
+def send_request(url, params, headers):
+    while True:
+        resp = httpx.get(url, params=params, headers=headers, verify=False)
+        content = resp.text
+        if "setTimeout" in content:
+            # 增加延时
+            time.sleep(.05)
+            continue
+        encode = resp.encoding
+        decoded_html_content = content.encode(encode).decode('utf-8')
+        return decoded_html_content
+
+
+# 获取天气数据
+def fetch_weather_data_for_city(root_url, city, province, area_id, all_dates_str):
+    headers = {
+        'Accept': '*/*',
+        'Accept-Language': 'zh-CN,zh;q=0.9',
+        'Connection': 'keep-alive',
+        'Referer': 'http://www.weather.com.cn/',
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36',
+    }
+
+    timestamp = str(int(datetime.timestamp(datetime.now())))
+    params = {'_': timestamp}
+
+    with open('weather_data.csv', mode='a', newline='', encoding='utf-8') as csv_file:
+        fieldnames = ['province', 'date', 'hgl', 'hmax', 'hmin']
+        writer = csv.DictWriter(csv_file, fieldnames=fieldnames)
+
+        for date in all_dates_str:
+            uri = f"/{date[:4]}/{area_id}_{date}.html"
+            content = send_request(root_url + uri, params, headers)
+
+            json_str = content[len("var fc40 = "):]
+            data_dict = json.loads(json_str)
+
+            for item in data_dict:
+                row = {
+                    'province': province,
+                    'date': item["date"],
+                    'hgl': item["hgl"],
+                    'hmax': item["hmax"],
+                    'hmin': item["hmin"]
+                }
+                writer.writerow(row)
+
+
+# 主程序入口
+if __name__ == "__main__":
+    response = httpx.get('https://j.i8tq.com/weather2020/search/city.js')
+    cities_str = "\n".join(response.text.split("\n")[1:])
+    cities_json = json.loads(cities_str)
+
+    cities_dict = get_cities(cities_json)
+
+    all_dates_str = generate_year_and_month_list(2023, 1)
+    root_url = "http://d1.weather.com.cn/calendar_new"
+
+    with ThreadPoolExecutor(max_workers=10) as executor:  # 使用最多 10 个线程
+        for city, provinces in cities_dict.items():
+            for province in provinces:
+                for area_id in province.values():
+                    if area_id == "101040100":
+                        executor.submit(fetch_weather_data_for_city, root_url, city, list(province.keys())[0], area_id,
+                                        all_dates_str)

main.py

@@ -1,16 +0,0 @@
-# This is a sample Python script.
-
-# Press Shift+F10 to execute it or replace it with your code.
-# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
-
-
-def print_hi(name):
-    # Use a breakpoint in the code line below to debug your script.
-    print(f'Hi, {name}')  # Press Ctrl+F8 to toggle the breakpoint.
-
-
-# Press the green button in the gutter to run the script.
-if __name__ == '__main__':
-    print_hi('PyCharm')
-
-# See PyCharm help at https://www.jetbrains.com/help/pycharm/

weather_data.csv

@@ -0,0 +1,623 @@
+重庆,20230101,17%,10,5
+重庆,20230102,20%,10,4
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