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

@@ -1,89 +0,0 @@
-import json
-from datetime import datetime, timedelta
-
-import httpx
-
-response = httpx.get('https://j.i8tq.com/weather2020/search/city.js')
-citys_str = "\n".join(response.text.split("\n")[1:])
-citys_json = json.loads(citys_str)
-citys_dict = {}
-for city, provinces in citys_json.items():
-    city_list = []
-    for _, province_mes in provinces.items():
-
-        for province_name in province_mes:
-            area_id = citys_json[city][_][province_name]['AREAID']
-            city_list.append({province_name: area_id})
-
-    citys_dict[city] = city_list
-
-root_url = "http://d1.weather.com.cn/calendar_new"
-
-
-def generate_year_and_month_list(start_year, start_month):
-    current_date = datetime.now()  # 获取当前日期
-    start_date = datetime(start_year, start_month, 1)  # 构建起始日期
-
-    year_and_month_list = []  # 存储年份和月份的列表
-
-    # 从起始日期开始，逐月生成年份和月份，直到当前日期
-    while start_date <= current_date:
-        year = start_date.year
-        month = start_date.month
-        year_and_month_str = f"{year}{month:02d}"  # 构建年份和月份的字符串，月份部分始终为两位数
-        year_and_month_list.append(year_and_month_str)  # 将年份和月份添加到列表中
-
-        # 增加一个月
-        if start_date.month == 12:  # 如果当前月份是12月，增加一年，月份重置为1月
-            start_date = datetime(start_date.year + 1, 1, 1)
-        else:  # 否则，增加一个月
-            start_date += timedelta(days=31)  # 这里简化处理，每次增加31天，不考虑月份天数的不同
-
-    return year_and_month_list
-
-
-all_dates_str = generate_year_and_month_list(2023, 1)
-years = [2023, 2024]
-for year in years:
-    for city, provinces in citys_dict.items():
-        for province in provinces:
-            for area_id in province.values():
-                for date in all_dates_str:
-                    uri = f"/{year}/{area_id}_{date}.html"
-                    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,
-                    }
-
-                    response = httpx.get(
-                        root_url+uri,
-                        params=params,
-                        headers=headers,
-                        verify=False,
-                    )
-
-                    content = response.text
-                    encoding = response.encoding
-                    decoded_html_content = content.encode(encoding).decode('utf-8')
-                    json_str = decoded_html_content[len("var fc40 = "):]
-
-                    # 解析 JSON 字符串为字典
-                    data_dict = json.loads(json_str)
-                    ls = []
-                    for item in data_dict:
-                        d = dict()
-                        d["date"] = item["date"]
-                        d["hgl"] = item["hgl"]
-                        d["hmax"] = item["hmax"]
-                        d["hmin"] = item["hmin"]
-                        ls.append(d)
-                    print(province)
-                    print(ls)
-

test.py

@@ -1,40 +0,0 @@
-import json
-from datetime import datetime
-
-import requests
-
-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,
-}
-
-response = requests.get(
-    'http://d1.weather.com.cn/calendar_new/2024/101040200_202405.html',
-    params=params,
-    headers=headers,
-    verify=False,
-)
-
-content = response.text
-encoding = response.encoding
-decoded_html_content = content.encode(encoding).decode('utf-8')
-json_str = decoded_html_content[len("var fc40 = "):]
-
-# 解析 JSON 字符串为字典
-data_dict = json.loads(json_str)
-ls = []
-for item in data_dict:
-    d = dict()
-    d["date"] = item["date"]
-    d["hgl"] = item["hgl"]
-    d["hmax"] = item["hmax"]
-    d["hmin"] = item["hmin"]
-    ls.append(d)
-print(ls)

weather_data.csv

@@ -0,0 +1,623 @@
+重庆,20230101,17%,10,5
+重庆,20230102,20%,10,4
+重庆,20230103,30%,7,5
+重庆,20230104,40%,9,5
+重庆,20230105,30%,8,5
+重庆,20230106,33%,7,6
+重庆,20230107,50%,8,6
+重庆,20230108,30%,10,5
+重庆,20230109,23%,10,7
+重庆,20230110,30%,9,6
+重庆,20230111,33%,9,6
+重庆,20230112,52%,8,5
+重庆,20230113,50%,9,5
+重庆,20230114,20%,10,5
+重庆,20230115,33%,9,7
+重庆,20230116,27%,9,6
+重庆,20230117,30%,10,6
+重庆,20230118,43%,11,6
+重庆,20230119,37%,11,7
+重庆,20230120,40%,9,7
+重庆,20230121,33%,11,6
+重庆,20230122,40%,11,6
+重庆,20230123,40%,11,5
+重庆,20230124,37%,11,5
+重庆,20230125,40%,11,6
+重庆,20230126,20%,13,7
+重庆,20230127,30%,12,7
+重庆,20230128,13%,12,8
+重庆,20230129,17%,12,7
+重庆,20230130,27%,12,8
+重庆,20230131,33%,13,7
+重庆,20230201,40%,13,8
+重庆,20230202,40%,13,9
+重庆,20230203,40%,14,8
+重庆,20230204,20%,13,9
+重庆,20230129,17%,12,7
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+重庆,20230201,40%,13,8
+重庆,20230202,40%,13,9
+重庆,20230203,40%,14,8
+重庆,20230204,20%,13,9
+重庆,20230205,27%,15,9
+重庆,20230206,27%,15,10
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+重庆,20230211,27%,12,6
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+重庆,20230213,30%,9,6
+重庆,20230214,23%,11,6
+重庆,20230215,43%,11,7
+重庆,20230216,27%,11,7
+重庆,20230217,47%,12,8
+重庆,20230218,40%,13,8
+重庆,20230219,40%,11,5
+重庆,20230220,43%,12,7
+重庆,20230221,43%,13,8
+重庆,20230222,37%,14,9
+重庆,20230223,33%,14,9
+重庆,20230224,40%,16,10
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