第五周总结
Posted yanwenhui
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这是部分学习代码
import pymysql
import time
import json
import traceback
import sys
import requests
import io
sys.stdout = io.TextIOWrapper(sys.stdout.buffer,encoding=‘utf-8‘)
def get_tencent_data():
"""
:return: 返回历史数据和当日详细数据
"""
url = ‘https://view.inews.qq.com/g2/getOnsInfo?name=disease_other‘ #详细
url2=‘https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5‘ #历史
headers = {
‘user-agent‘: ‘Mozilla/5.0 (Linux; android 6.0; Nexus 5 Build/MRA58N) AppleWebKit/537.36 (Khtml, like Gecko) Chrome/73.0.3683.86 Mobile Safari/537.36‘,
‘Referer‘:‘ https://news.qq.com/zt2020/page/feiyan.htm‘
}
r = requests.get(url, headers)
r2=requests.get(url2,headers)
res = json.loads(r.text) # json字符串转字典
res2=json.loads(r2.text)
data_all = json.loads(res[‘data‘])
data_all2=json.loads(res2[‘data‘])
print(data_all.keys())
history = {} # 历史数据
for i in data_all["chinaDayList"]:
ds = "2020." + i["date"]
tup = time.strptime(ds, "%Y.%m.%d")
ds = time.strftime("%Y-%m-%d", tup) # 改变时间格式,不然插入数据库会报错，数据库是datetime类型
confirm = i["confirm"]
suspect = i["suspect"]
heal = i["heal"]
dead = i["dead"]
history[ds] = {"confirm": confirm, "suspect": suspect, "heal": heal, "dead": dead}
for i in data_all2["chinaDayAddList"]:
ds = "2020." + i["date"]
tup = time.strptime(ds, "%Y.%m.%d")
ds = time.strftime("%Y-%m-%d", tup)
confirm = i["confirm"]
suspect = i["suspect"]
heal = i["heal"]
dead = i["dead"]
history[ds].update({"confirm_add": confirm, "suspect_add": suspect, "heal_add": heal, "dead_add": dead})
details = [] # 当日详细数据
update_time = data_all2["lastUpdateTime"]
data_country = data_all2["areaTree"] # list 25个国
data_province = data_country[0]["children"] # 中国各省
for pro_infos in data_province:
province = pro_infos["name"] # 省名
for city_infos in pro_infos["children"]:
city = city_infos["name"]
confirm = city_infos["total"]["confirm"]
confirm_add = city_infos["today"]["confirm"]
heal = city_infos["total"]["heal"]
dead = city_infos["total"]["dead"]
details.append([update_time,province, city, confirm, confirm_add, heal, dead])
#print(list(history.keys())[0])
return history,foreign ,details
def get_conn():
"""
:return: 连接，游标l
"""
# 创建连接
conn = pymysql.connect(host="localhost",
user="root",
password="123456",
db="cov",
charset="utf8")
# 创建游标
cursor = conn.cursor() # 执行完毕返回的结果集默认以元组显示
return conn, cursor
def close_conn(conn, cursor):
if cursor:
cursor.close()
if conn:
conn.close()
def update_details():
"""
更新 details 表
:return:
"""
cursor = None
conn = None
try:
li = get_tencent_data()[2] # 0 是历史数据字典,1 最新详细数据列表
conn, cursor = get_conn()
sql = "insert into details(update_time,province,city,confirm,confirm_add,heal,dead) values(%s,%s,%s,%s,%s,%s,%s)"
sql_query = ‘select %s=(select update_time from details order by id desc limit 1)‘ #对比当前最大时间戳
cursor.execute(sql_query,li[0][0])
if not cursor.fetchone()[0]:
print(f"{time.asctime()}开始更新最新数据")
for item in li:
cursor.execute(sql, item)
conn.commit() # 提交事务 update delete insert操作
print(f"{time.asctime()}更新最新数据完毕")
else:
print(f"{time.asctime()}已是最新数据！")
except:
traceback.print_exc()
finally:
close_conn(conn, cursor)
#[ds,country, confirm, suspect, heal, dead]
def update_foreign():
"""
更新 details 表
:return:
"""
#update_time,country,continent,confirm,dead,suspect,heal
cursor = None
conn = None
try:
li = get_tencent_data()[2] # 0 是历史数据字典,1 最新详细数据列表
conn, cursor = get_conn()
sql = "insert into foreign(update_time,country,continent,confirm,dead,suspect,heal) values(%s,%s,%s,%s,%s,%s,%s)"
sql_query = ‘select %s=(select update_time from foreign order by id desc limit 1)‘ #对比当前最大时间戳
cursor.execute(sql_query,li[0][0])
if not cursor.fetchone()[0]:
print(f"{time.asctime()}开始更新最新数据")
for item in li:
cursor.execute(sql, item)
conn.commit() # 提交事务 update delete insert操作
print(f"{time.asctime()}更新最新数据完毕")
else:
print(f"{time.asctime()}已是最新数据！")
except:
traceback.print_exc()
finally:
close_conn(conn, cursor)
def insert_history():
"""
插入历史数据
:return:
"""
cursor = None
conn = None
try:
dic = get_tencent_data()[0] # 0 是历史数据字典,1 最新详细数据列表
print(f"{time.asctime()}开始插入历史数据")
conn, cursor = get_conn()
sql = "insert into history values(%s,%s,%s,%s,%s,%s,%s,%s,%s)"
for k, v in dic.items():
# item 格式 {‘2020-01-13‘: {‘confirm‘: 41, ‘suspect‘: 0, ‘heal‘: 0, ‘dead‘: 1}
cursor.execute(sql, [k, v.get("confirm"), v.get("confirm_add"), v.get("suspect"),
v.get("suspect_add"), v.get("heal"), v.get("heal_add"),
v.get("dead"), v.get("dead_add")])
conn.commit() # 提交事务 update delete insert操作
print(f"{time.asctime()}插入历史数据完毕")
except:
traceback.print_exc()
finally:
close_conn(conn, cursor)
def update_history():
"""
更新历史数据
:return:
"""
cursor = None
conn = None
try:
dic = get_tencent_data()[0] # 0 是历史数据字典,1 最新详细数据列表
print(f"{time.asctime()}开始更新历史数据")
conn, cursor = get_conn()
sql = "insert into history values(%s,%s,%s,%s,%s,%s,%s,%s,%s)"
sql_query = "select confirm from history where update_time=%s"
for k, v in dic.items():
# item 格式 {‘2020-01-13‘: {‘confirm‘: 41, ‘suspect‘: 0, ‘heal‘: 0, ‘dead‘: 1}
if not cursor.execute(sql_query, k):
cursor.execute(sql, [k, v.get("confirm"), v.get("confirm_add"), v.get("suspect"),
v.get("suspect_add"), v.get("heal"), v.get("heal_add"),
v.get("dead"), v.get("dead_add")])
conn.commit() # 提交事务 update delete insert操作
print(f"{time.asctime()}历史数据更新完毕")
except:
traceback.print_exc()
finally:
close_conn(conn, cursor)
update_details()
update_history()
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