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app.py
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import json
import time
import requests
import re
from flask import Flask, render_template, jsonify
from pyecharts.charts import Map, Timeline,Kline,Line,Bar,WordCloud
from pyecharts import options as opts
from pyecharts.globals import SymbolType
app = Flask(__name__)
#字典，受限于谷歌调用限制
cn_to_en = {'安哥拉': 'Angola', '阿富汗': 'Afghanistan', '阿尔巴尼亚': 'Albania', '阿尔及利亚': 'Algeria', '安道尔共和国': 'Andorra', '安圭拉岛': 'Anguilla', '安提瓜和巴布达': 'Antigua and Barbuda',
'阿根廷': 'Argentina', '亚美尼亚': 'Armenia', '阿森松': 'Ascension', '澳大利亚': 'Australia', '奥地利': 'Austria', '阿塞拜疆': 'Azerbaijan', '巴哈马': 'Bahamas', '巴林': 'Bahrain',
'孟加拉国': 'Bangladesh', '巴巴多斯': 'Barbados', '白俄罗斯': 'Belarus', '比利时': 'Belgium', '伯利兹': 'Belize', '贝宁': 'Benin', '百慕大群岛': 'Bermuda Is', '玻利维亚': 'Bolivia',
'博茨瓦纳': 'Botswana', '巴西': 'Brazil', '文莱': 'Brunei', '保加利亚': 'Bulgaria', '布基纳法索': 'Burkina Faso', '缅甸': 'Burma', '布隆迪': 'Burundi', '喀麦隆': 'Cameroon',
'加拿大': 'Canada', '开曼群岛': 'Cayman Is', '中非共和国': 'Central African Republic', '乍得': 'Chad', '智利': 'Chile', '中国': 'China', '哥伦比亚': 'Colombia', '刚果': 'Congo',
'库克群岛': 'Cook Is', '哥斯达黎加': 'Costa Rica', '古巴': 'Cuba', '塞浦路斯': 'Cyprus', '捷克': 'Czech Republic', '丹麦': 'Denmark', '吉布提': 'Djibouti', '多米尼加共和国': 'Dominica Rep',
'厄瓜多尔': 'Ecuador', '埃及': 'Egypt', '萨尔瓦多': 'EI Salvador', '爱沙尼亚': 'Estonia', '埃塞俄比亚': 'Ethiopia', '斐济': 'Fiji', '芬兰': 'Finland', '法国': 'France', '法属圭亚那': 'French Guiana',
'法属玻利尼西亚': 'French Polynesia', '加蓬': 'Gabon', '冈比亚': 'Gambia', '格鲁吉亚': 'Georgia', '德国': 'Germany', '加纳': 'Ghana', '直布罗陀': 'Gibraltar', '希腊': 'Greece', '格林纳达': 'Grenada',
'关岛': 'Guam', '危地马拉': 'Guatemala', '几内亚': 'Guinea', '圭亚那': 'Guyana', '海地': 'Haiti', '洪都拉斯': 'Honduras', '香港': 'Hongkong', '匈牙利': 'Hungary', '冰岛': 'Iceland', '印度': 'India',
'印度尼西亚': 'Indonesia', '伊朗': 'Iran', '伊拉克': 'Iraq', '爱尔兰':'Ireland', '以色列': 'Israel', '意大利': 'Italy', '科特迪瓦': 'Ivory Coast', '牙买加': 'Jamaica', '日本': 'Japan', '约旦': 'Jordan',
'柬埔寨': 'Kampuchea (Cambodia )', '哈萨克斯坦': 'Kazakstan', '肯尼亚': 'Kenya', '韩国': 'Korea', '科威特': 'Kuwait', '吉尔吉斯坦': 'Kyrgyzstan', '老挝': 'Laos', '拉脱维亚': 'Latvia', '黎巴嫩': 'Lebanon',
'莱索托': 'Lesotho', '利比里亚': 'Liberia', '利比亚': 'Libya', '列支敦士登': 'Liechtenstein', '立陶宛': 'Lithuania', '卢森堡': 'Luxembourg', '澳门': 'Macao', '马达加斯加': 'Madagascar',
'马拉维': 'Malawi', '马来西亚': 'Malaysia', '马尔代夫': 'Maldives', '马里': 'Mali', '马耳他': 'Malta', '马里亚那群岛': 'Mariana Is', '马提尼克': 'Martinique', '毛里求斯': 'Mauritius', '墨西哥': 'Mexico',
'摩尔多瓦': 'Moldova', '摩纳哥': 'Monaco', '蒙古': 'Mongolia', '蒙特塞拉特岛': 'Montserrat Is', '摩洛哥': 'Morocco', '莫桑比克': 'Mozambique', '纳米比亚': 'Namibia', '瑙鲁': 'Nauru', '尼泊尔': 'Nepal',
'荷属安的列斯': 'Netheriands Antilles', '荷兰': 'Netherlands', '新西兰': 'New Zealand', '尼加拉瓜': 'Nicaragua', '尼日尔': 'Niger', '尼日利亚': 'Nigeria', '朝鲜': 'North Korea', '挪威': 'Norway',
'阿曼': 'Oman', '巴基斯坦': 'Pakistan', '巴拿马':'Panama', '巴布亚新几内亚': 'Papua New Cuinea', '巴拉圭': 'Paraguay', '秘鲁': 'Peru', '菲律宾': 'Philippines', '波兰': 'Poland', '葡萄牙': 'Portugal',
'波多黎各': 'Puerto Rico', '卡塔尔': 'Qatar', '留尼旺': 'Reunion', '罗马尼亚': 'Romania', '俄罗斯': 'Russia', '圣卢西亚': 'St.Lucia', '圣文森特岛': 'Saint Vincent', '东萨摩亚(美)': 'Samoa Eastern',
'西萨摩亚': 'Samoa Western', '圣马力诺': 'San Marino', '圣多美和普林西比': 'Sao Tome and Principe', '沙特阿拉伯': 'Saudi Arabia', '塞内加尔': 'Senegal', '塞舌尔': 'Seychelles', '塞拉利昂': 'Sierra Leone',
'新加坡': 'Singapore', '斯洛伐克': 'Slovakia', '斯洛文尼亚': 'Slovenia', '所罗门群岛': 'Solomon Is', '索马里': 'Somali', '南非': 'South Africa', '西班牙': 'Spain', '斯里兰卡': 'SriLanka',
'圣文森特': 'St.Vincent', '苏丹': 'Sudan', '苏里南': 'Suriname', '斯威士兰': 'Swaziland', '瑞典': 'Sweden', '瑞士': 'Switzerland', '叙利亚': 'Syria', '台湾省': 'Taiwan', '塔吉克斯坦': 'Tajikstan',
'坦桑尼亚': 'Tanzania', '泰国': 'Thailand', '多哥': 'Togo', '汤加': 'Tonga', '特立尼达和多巴哥': 'Trinidad and Tobago', '突尼斯': 'Tunisia', '土耳其': 'Turkey', '土库曼斯坦': 'Turkmenistan',
'乌干达': 'Uganda', '乌克兰': 'Ukraine', '阿联酋': 'United Arab Emirates', '英国': 'United Kiongdom', '美国': 'United States', '乌拉圭': 'Uruguay', '乌兹别克斯坦': 'Uzbekistan',
'委内瑞拉': 'Venezuela', '越南': 'Vietnam', '也门': 'Yemen', '南斯拉夫': 'Yugoslavia', '津巴布韦': 'Zimbabwe', '扎伊尔': 'Zaire', '赞比亚': 'Zambia','克罗地亚':'Croatia','北马其顿':'North Macedonia'}
def update_news():
url = 'https://opendata.baidu.com/data/inner?tn=reserved_all_res_tn&dspName=iphone&from_sf=1&dsp=iphone&resource_id=28565&alr=1&query=%E8%82%BA%E7%82%8E'
r = json.loads(requests.get(url).text)
top10 = r['Result'][0]['items_v2'][0]['aladdin_res']['DisplayData']['result']['items'][:5] #list
news_data = []
for r in top10:
news_data.append({
'title': r['eventDescription'],
'sourceUrl': r['eventUrl'],
'infoSource': time.strftime('%m-%d %H:%M:%S', time.localtime(int(r['eventTime']))) + ' ' + r['siteName'] #时间属性 + 消息来源
}) #构建新的列表
return news_data
def update_overall():
url = 'http://lab.isaaclin.cn/nCoV/api/overall'
overall_data = json.loads(requests.get(url).text) #标准的json数据格式化
overall_data['time'] = time.strftime("%m-%d %H:%M", time.localtime(time.time())) #当前时间
# time.time() --> '1580232854.7124019'
## time.localtime(time.time()) --> 'time.struct_time(tm_year=2020, tm_mon=1, tm_mday=29, tm_hour=1, tm_min=34, tm_sec=36, tm_wday=2, tm_yday=29, tm_isdst=0)'
### time.strftime("%m-%d %H:%M", time.localtime(time.time())) ---> '01-29 01:37' 获得当前月、日、小时、分钟
return overall_data
#
def update_hotnews():
url = 'https://i-lq.snssdk.com/api/feed/hotboard_online/v1/?is_in_channel=1&count=5&fe_source=news_hot&tab_name=stream&is_web_refresh=1&client_extra_params={%22hot_board_source%22:%22news_hot%22,%22fe_version%22:%22v10%22}&extra={%22CardStyle%22:0,%22JumpToWebList%22:true}&category=hotboard_online&update_version_code=75717'
r = requests.get(url).text #标准的json数据格式化
data = re.findall(r'title\\":\\"(.*?)\\',r)[:-1]
# time.time() --> '1580232854.7124019'
## time.localtime(time.time()) --> 'time.struct_time(tm_year=2020, tm_mon=1, tm_mday=29, tm_hour=1, tm_min=34, tm_sec=36, tm_wday=2, tm_yday=29, tm_isdst=0)'
### time.strftime("%m-%d %H:%M", time.localtime(time.time())) ---> '01-29 01:37' 获得当前月、日、小时、分钟
return data #list
def word_cloud() -> WordCloud:
url = 'https://i-lq.snssdk.com/api/feed/hotboard_online/v1/?is_in_channel=1&count=10&fe_source=news_hot&tab_name=stream&is_web_refresh=1&client_extra_params={%22hot_board_source%22:%22news_hot%22,%22fe_version%22:%22v10%22}&extra={%22CardStyle%22:0,%22JumpToWebList%22:true}&category=hotboard_online&update_version_code=75717'
r = requests.get(url).text #标准的json数据格式化
data = re.findall(r'title\\":\\"(.*?)\\',r)[:-1]
datanum = [8,7,6,5,5,4,4,2,1,1]
words = [w for w in zip(data,datanum)]
c = (
WordCloud()
.add("", words, word_size_range=[20, 100], shape=SymbolType.DIAMOND)
.set_global_opts(title_opts=opts.TitleOpts(title="WordCloud-shape-diamond"))
)
return c
def update_china_data(unit=3600 * 2):
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
p_data = {}
#print(data['areaTree'][0]['children'][0])
for i in data['areaTree'][0]['children']: #各个省份
p_data[i['name']] = i['total']['confirm']
# 先对字典进行排序,按照value从大到小
p_data= sorted(p_data.items(), key=lambda x: x[1], reverse=True)
#print(p_data)
return p_data
def update_china_heal_data(unit=3600 * 2):
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
p_data = {}
#print(data['areaTree'][0]['children'][0])
for i in data['areaTree'][0]['children']: #各个省份
p_data[i['name']] = i['total']['confirm'] - i['total']['dead'] - i['total']['heal']
# 先对字典进行排序,按照value从大到小
p_data= sorted(p_data.items(), key=lambda x: x[1], reverse=True)
#print(p_data)
return p_data
def china_map(data)-> Map:
opt= [
{"min":1001,"color":'#731919'},
{"min":500,"max":1000,"color":'red'},
{"min":100,"max":499,"color":'#e26061'},
{"min":10,"max":99,"color":'#f08f7f'},
{"min":1,"max":9,"color":'#ffb86a'},
{"value":0,"color":'#ffffff'}
]
c = (
Map()
.add(
"确诊人数", data, "china", is_map_symbol_show=False,
)
.set_series_opts(label_opts=opts.LabelOpts(is_show=False,font_size=8))
.set_global_opts(
visualmap_opts=opts.VisualMapOpts(max_=1000,is_piecewise=True,pieces=opt),
legend_opts=opts.LegendOpts(is_show=False),
#title_opts=opts.TitleOpts(title="全国疫情(2019-nCov)")
)
)
return c
# 获取世界数据
def update_world_data(unit=3600 * 2):
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
#print(data['areaTree'][0]['children'][0])
countryEN = []
total_confirm = []
for i in data['areaTree']:
if i['name'] != '钻石号邮轮':
if i['name'] == '日本本土':
countryEN.append('Japan')
total_confirm.append(i['total']['confirm'])
else:
countryEN.append(cn_to_en[i['name']])
total_confirm.append(i['total']['confirm'])
data = [list(z) for z in zip(countryEN, total_confirm)]
return data
def update_world_data1(unit=3600 * 2):
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
#print(data['areaTree'][0]['children'][0])
translate = Translator()
country = [] #中文国家提取
total_confirm = []
for i in data['areaTree']:
country.append(i['name'])
total_confirm.append(i['total']['confirm'])
countryEN = [] #翻译
for i in country:
countryEN.append(translate.translate(i).text)
#今日数据
data = [list(z) for z in zip(countryEN, total_confirm)]
return data
def world_map(data)-> Map:
opt= [
{"min":1001,"color":'#731919'},
{"min":51,"max":1000,"color":'red'},
{"min":11,"max":50,"color":'#e26061'},
{"min":6,"max":10,"color":'#f08f7f'},
{"min":1,"max":5,"color":'#ffb86a'},
{"value":0,"color":'#ffffff'}
]
c = (
Map()
.add("确诊人数", data, "world",is_map_symbol_show=False)
#.add("商家A", [list(z) for z in zip(countryEN, total_confirm)], "world")
.set_series_opts(label_opts=opts.LabelOpts(is_show=False,font_size=8),)
.set_global_opts(
visualmap_opts=opts.VisualMapOpts(max_=1000,is_piecewise=True,pieces=opt),
legend_opts=opts.LegendOpts(is_show=False),
#title_opts=opts.TitleOpts(title="全球疫情(2019-nCov)")
)
)
return c
def kline()-> Kline:
data = get_origin_data() #初始化json数据，为dict ['chinaTotal']
#每日确诊增加数
a = []
c = [x['confirm'] for x in data['chinaDayList']]
for i in range(len(c)):
if i == 0:
a.append(0)
else:
a.append(int(c[i]) - int(c[i-1]))
b = []
for i in range(len(a)):
if i == 0:
b.append([0,0,0,a[i]])
elif i == 1:
b.append([0,0,a[i-1],a[i]])
elif i == 2:
b.append([0,a[i-2],a[i-1],a[i]])
else:
b.append([a[i-3],a[i-2],a[i-1],a[i]])
c = (
Kline()
.add_xaxis([x['date'] for x in data['chinaDayList']])
.add_yaxis("kline", b)
.set_global_opts(
yaxis_opts=opts.AxisOpts(
is_scale=True,
splitarea_opts=opts.SplitAreaOpts(
is_show=True, areastyle_opts=opts.AreaStyleOpts(opacity=1)
),
),
xaxis_opts=opts.AxisOpts(is_scale=True),
#title_opts=opts.TitleOpts(title="2019-nCov K线图"),
datazoom_opts=[opts.DataZoomOpts(pos_bottom="-2%",range_end=100)],
)
)
return c
def get_origin_data():
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_other'
r = requests.get(url)
data = json.loads(json.loads(r.text)['data'])
return data
def line_connect_null() -> Line:
data = get_origin_data() #初始化json数据，为dict ['chinaTotal']
#每日确诊增加数
Dailyincrease = []
a = [x['confirm'] for x in data['chinaDayList']]
for i in range(len(a)):
if i == 0:
Dailyincrease.append(0)
else:
Dailyincrease.append(int(a[i]) - int(a[i-1]))
c = (
Line()
.add_xaxis([x['date'] for x in data['chinaDayList']]) #直接列表
.add_yaxis('确诊',[x['confirm'] for x in data['chinaDayList']],label_opts=opts.LabelOpts(is_show=False)) #‘列表名，[]’
.add_yaxis('疑似',[x['suspect'] for x in data['chinaDayList']],label_opts=opts.LabelOpts(is_show=False))
.add_yaxis('治愈',[x['heal'] for x in data['chinaDayList']],label_opts=opts.LabelOpts(is_show=False))
.add_yaxis('死亡',[x['dead'] for x in data['chinaDayList']],label_opts=opts.LabelOpts(is_show=False))
.add_yaxis('每日确诊增加数',Dailyincrease,areastyle_opts=opts.AreaStyleOpts(opacity=0.5),label_opts=opts.LabelOpts(is_show=False)) #areastyle_opts=opts.AreaStyleOpts(opacity=0.5) 投射面积
.set_global_opts(
#title_opts=opts.TitleOpts(title="2019-nCov"),
datazoom_opts=opts.DataZoomOpts(range_end=100),
)
)
return c
def line_heal() -> Line:
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
#每日确诊增加数
Dailyincrease = []
a = [x['confirm'] for x in data['chinaDayList']]
for i in range(len(a)):
if i == 0:
Dailyincrease.append(0)
else:
Dailyincrease.append(int(a[i]) - int(a[i-1]))
#每日疑似增加数
Dailysuspect = []
a = [x['suspect'] for x in data['chinaDayList']]
for i in range(len(a)):
if i == 0:
Dailysuspect.append(0)
else:
Dailysuspect.append(int(a[i]) - int(a[i-1]))
c = (
Line()
.add_xaxis([x['date'] for x in data['chinaDayList']]) #直接列表
.add_yaxis('治愈',[x['heal'] for x in data['chinaDayList']])
.add_yaxis('死亡',[x['dead'] for x in data['chinaDayList']])
.set_global_opts(
#title_opts=opts.TitleOpts(title="2019-nCov"),
datazoom_opts=opts.DataZoomOpts(range_end=100),
)
)
return c
#海外国家统计
def world_bar() -> Bar:
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
country = []
numbers = []
for i in data['areaTree']:
country.append(i['name'])
numbers.append(i['total']['confirm'])
country.reverse()
numbers.reverse()
c = (
Bar()
.add_xaxis(country[:-1])
.add_yaxis("确诊人数", numbers[:-1])
.reversal_axis()
.set_series_opts(label_opts=opts.LabelOpts(position="right",color="black"))
.set_global_opts(
#title_opts=opts.TitleOpts(title="海外国家统计数据"),
yaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(rotate=-45,font_size=11)),
)
)
return c
#海外国家趋势
def other_line() -> Line:
url = 'https://services1.arcgis.com/0MSEUqKaxRlEPj5g/arcgis/rest/services/cases_time_v3/FeatureServer/0/query?f=json&where=1%3D1&returnGeometry=false&spatialRel=esriSpatialRelIntersects&outFields=*&orderByFields=Report_Date_String%20asc&resultOffset=0&resultRecordCount=2000&cacheHint=true'
r_data = json.loads(requests.get(url).text)
data = r_data['features'] #初始化json数据，为dict ['chinaTotal']
dates = []
numbers = []
for i in data:
date = time.strftime("%m.%d", time.localtime(i['attributes']['Report_Date'] / 1000))
dates.append(date)
numbers.append(i['attributes']['Other_Locations'])
c = (
Line()
.add_xaxis(dates) #直接列表
.add_yaxis('确诊',numbers)
.set_global_opts(
#title_opts=opts.TitleOpts(title="海外国家疫情趋势", subtitle=""),
)
)
return c
def china_online():
url = 'https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5'
r_data = json.loads(requests.get(url).text)
data = json.loads(r_data['data']) #初始化json数据，为dict ['chinaTotal']
#每日确诊增加数
# chinaTotal = data['chinaTotal'] #结果为列表
# chinaAdd = data['chinaAdd']
# lastUpdateTime = data['lastUpdateTime']
return data
@app.route("/")
def index():
other_data = get_origin_data()
return render_template("index.html")
# 全国地图数据
@app.route("/map")
def get_map():
data = update_china_data()
return china_map(data).dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
# 全国地图数据待治愈
@app.route("/map2")
def get_map2():
data = update_china_heal_data()
return china_map(data).dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
#世界地图
@app.route("/maps")
def get_maps():
#countryEN,total_confirm = update_world_data()
data = update_world_data()
return world_map(data).dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。
#疫情播报
@app.route("/news")
def get_news():
news = update_news()
return jsonify(news)
#全国统计数量
@app.route("/online")
def get_online():
onlines = china_online()
return jsonify(onlines)
#实时热榜
@app.route("/hotnews")
def get_hotnews():
hotnews = update_hotnews()
return jsonify(hotnews)
@app.route("/wordcloud")
def get_word_cloud():
word = word_cloud()
return word.dump_options_with_quotes()
# K线
@app.route("/kline")
def get_kline():
c = kline()
return c.dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
@app.route("/line")
def get_line():
c = line_connect_null()
return c.dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
@app.route("/worldbar")
def get_worldbar():
c = world_bar()
return c.dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
@app.route("/worldline")
def get_worldline():
c = other_line()
return c.dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
@app.route("/heal")
def get_heal():
c = line_heal()
return c.dump_options_with_quotes() #其中dump_options_with_quotes()是必备，任意图形。# 全国地图数据
# @app.route("/overall")
# def get_overall():
# overall = update_overall()
# return jsonify(overall)
if __name__ == "__main__":
#app.run(debug=True)
app.run(host="0.0.0.0",port=5000,debug=True)