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getDashboard.py
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getDashboard.py
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import requests
# from bs4 import BeautifulSoup
# from datetime import datetime
import pandas as pd
import os
import json
from datetime import datetime
url = "https://datadashboardapi.health.gov.il/api/queries/_batch"
with requests.session() as session:
header = {
"Accept": "application/json, text/plain, */*",
"Accept-Encoding": "gzip, deflate, br",
"Accept-Language": "en-US,en;q=0.9,he;q=0.8",
"Access-Control-Request-Method": "POST",
"Connection": "keep-alive",
"Host": "datadashboardapi.health.gov.il",
"Origin": "https://datadashboard.health.gov.il",
"Referer": "https://datadashboard.health.gov.il/COVID-19/?utm_source=go.gov.il&utm_medium=referral",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.106 Safari/537.36"
}
r = session.options(url=url, headers=header)
header = {
"Accept": "application/json, text/plain, */*",
"Accept-Language": "en-US,en;q=0.5",
"Accept-Encoding": "gzip, deflate, br",
"Connection": "keep-alive",
"Content-Length": "1572",
"Content-Type": "application/json",
"Host": "datadashboardapi.health.gov.il",
"Origin": "https://datadashboard.health.gov.il",
"Referer": "https://datadashboard.health.gov.il/COVID-19/?utm_source=go.gov.il&utm_medium=referral",
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:77.0) Gecko/20100101 Firefox/77.0",
}
# payload = {"requests": [{"id": "0", "queryName": "lastUpdate", "single": True, "parameters": {}},
# {"id": "1", "queryName": "infectedPerDate", "single": False, "parameters": {}},
# {"id": "2", "queryName": "updatedPatientsOverallStatus", "single": False, "parameters": {}},
# {"id": "3", "queryName": "sickPerDateTwoDays", "single": False, "parameters": {}},
# {"id": "4", "queryName": "sickPerLocation", "single": False, "parameters": {}},
# {"id": "5", "queryName": "patientsPerDate", "single": False, "parameters": {}},
# {"id": "6", "queryName": "deadPatientsPerDate", "single": False, "parameters": {}},
# {"id": "7", "queryName": "recoveredPerDay", "single": False, "parameters": {}},
# {"id": "8", "queryName": "testResultsPerDate", "single": False, "parameters": {}},
# {"id": "9", "queryName": "infectedPerDate", "single": False, "parameters": {}},
# {"id": "10", "queryName": "patientsPerDate", "single": False, "parameters": {}},
# {"id": "11", "queryName": "doublingRate", "single": False, "parameters": {}},
# {"id": "12", "queryName": "infectedByAgeAndGenderPublic", "single": False,
# "parameters": {"ageSections": [0, 10, 20, 30, 40, 50, 60, 70, 80, 90]}},
# {"id": "13", "queryName": "isolatedDoctorsAndNurses", "single": True, "parameters": {}},
# {"id": "14", "queryName": "testResultsPerDate", "single": False, "parameters": {}},
# {"id": "15", "queryName": "contagionDataPerCityPublic", "single": False, "parameters": {}},
# {"id": "16", "queryName": "hospitalStatus", "single": False, "parameters": {}}
# ]}
payload = {"requests":[{"id":"0","queryName":"lastUpdate","single":True,"parameters":{}},
{"id":"1","queryName":"infectedPerDate","single":False,"parameters":{}},
{"id":"2","queryName":"updatedPatientsOverallStatus","single":False,"parameters":{}},
{"id":"3","queryName":"sickPerDateTwoDays","single":False,"parameters":{}},
{"id":"4","queryName":"sickPerLocation","single":False,"parameters":{}},
{"id":"5","queryName":"patientsPerDate","single":False,"parameters":{}},
{"id":"6","queryName":"deadPatientsPerDate","single":False,"parameters":{}},
{"id":"7","queryName":"recoveredPerDay","single":False,"parameters":{}},
{"id":"8","queryName":"testResultsPerDate","single":False,"parameters":{}},
{"id":"9","queryName":"infectedPerDate","single":False,"parameters":{}},
{"id":"10","queryName":"patientsPerDate","single":False,"parameters":{}},
{"id":"11","queryName":"infectedByAgeAndGenderPublic","single":False,
"parameters":{"ageSections":[0,10,20,30,40,50,60,70,80,90]}},
{"id":"12","queryName":"isolatedVerifiedDoctorsAndNurses","single":False,"parameters":{}},
{"id":"13","queryName":"testResultsPerDate","single":False,"parameters":{}},
{"id":"14","queryName":"contagionDataPerCityPublic","single":False,"parameters":{}},
{"id":"15","queryName":"hospitalStatus","single":False,"parameters":{}},
{"id":"16","queryName":"doublingRate","single":False,"parameters":{}},
{"id":"17","queryName":"patientsPerDate","single":False,"parameters":{}},
{"id":"18","queryName":"updatedPatientsOverallStatus","single":False,"parameters":{}},
{"id":"19","queryName":"CalculatedVerified","single":False,"parameters":{}},
{"id":"20","queryName":"breatheByAgeAndGenderPublic","single":False,
"parameters":{"ageSections":[0,10,20,30,40,50,60,70,80,90]}},
{"id":"21","queryName":"deadByAgeAndGenderPublic","single":False,
"parameters":{"ageSections":[0,10,20,30,40,50,60,70,80,90]}},
{"id":"22","queryName":"severeByAgeAndGenderPublic","single":False,
"parameters":{"ageSections":[0,10,20,30,40,50,60,70,80,90]}},
{"id":"23", "queryName":"patientsStatus", "single": False, "parameters": {}},
{"id":"24", "queryName":"doublingRate", "single": False, "parameters": {}},
{"id": "25", "queryName": "vaccinated", "single": False, "parameters": {}},
{"id": "26", "queryName": "vaccinated", "single": False, "parameters": {"days": 0}},
{"id": "27", "queryName": "HospitalBedStatusSegmentation", "single": False, "parameters": {}},
{"id": "28", "queryName": "vaccinationsPerAge", "single": False, "parameters": {}},
{"id": "29", "queryName": "cumSeriusAndBreath", "single": False, "parameters": {}},
{"id": "30", "queryName": "averageInfectedPerWeek", "single": False, "parameters": {}},
# {"id":"25", "queryName":"spotlightLastupdate", "single": False, "parameters": {}}
]}
# payload = {"requests": [{"id": "0", "queryName": "lastUpdate", "single": True, "parameters": {}}]}
r2 = session.post(url, json=payload, headers=header)
general = ["updatedPatientsOverallStatus", "infectedByAgeAndGenderPublic", "isolatedDoctorsAndNurses",
"contagionDataPerCityPublic", "hospitalStatus",
"breatheByAgeAndGenderPublic","deadByAgeAndGenderPublic", "severeByAgeAndGenderPublic"]
now = datetime.now()
data_path = os.path.join(os.getcwd(), "dashboard_data", datetime.strftime(now, '%Y-%m-%d'), datetime.strftime(now, '%H%M%S'))
tables = {}
data = r2.json()
latest_path = os.path.join(os.getcwd(), "dashboard_data", 'latest.json')
latest_json = json.load(open(latest_path, 'r', encoding='utf-8'))
if latest_json[0]['data']['lastUpdate'] != data[0]['data']['lastUpdate']:
os.makedirs(data_path, exist_ok=True)
print(datetime.strftime(now, '%Y-%m-%d'), datetime.strftime(now, '%H:%M:%S'),'- changed')
with open(latest_path, 'w', encoding='utf-8') as f:
json.dump(data, f, ensure_ascii=False, indent=4)
with open(os.path.join(data_path, 'data.json'), 'w', encoding='utf-8') as f:
json.dump(data, f, ensure_ascii=False, indent=4)
for i, query in enumerate(payload['requests']):
queryName = query['queryName']
if queryName == 'lastUpdate':
lastUpdate = data[i]['data']['lastUpdate']
elif queryName in general:
if queryName == 'isolatedDoctorsAndNurses':
temp = pd.DataFrame(data[i]['data'], index=[0])
else:
temp = pd.DataFrame(data[i]['data'])
temp['lastUpdate'] = lastUpdate
temp['date'] = lastUpdate
temp.to_csv(os.path.join(data_path, queryName + ".csv"), mode='a', index=False)
tables[queryName] = temp
else:
temp = pd.DataFrame(data[i]['data'])
temp['lastUpdate'] = lastUpdate
temp.to_csv(os.path.join(data_path, queryName + ".csv"), index=False)
tables[queryName] = temp
else:
print(datetime.strftime(now, '%Y-%m-%d'), datetime.strftime(now, '%H:%M:%S'),'- same')
# data_path = os.path.join(os.getcwd(), "Resources", "Datasets", "IsraelData")
# for k, table in tables.items():
# table.to_csv(os.path.join(data_path, k + ".csv"), index=False)
# from selenium import webdriver
# CHROMEDRIVER_PATH = 'C:\\Users\\User\\.wdm\\drivers\\chromedriver\\83.0.4103.39\\win32\\chromedriver.exe'
# browser = webdriver.Chrome(executable_path=CHROMEDRIVER_PATH)
# URL = "https://datadashboard.health.gov.il/COVID-19/?utm_source=go.gov.il&utm_medium=referral"
# browser.get(URL)
# browser.find_element_by_xpath("//div[@id='json']").text
#
# import os
#
# from selenium import webdriver
# URL = "https://datadashboard.health.gov.il/COVID-19/?utm_source=go.gov.il&utm_medium=referral"
# fp = webdriver.FirefoxProfile()
# url2 = "view-source:"+URL
# fp.set_preference("browser.download.folderList",2)
# fp.set_preference("browser.download.manager.showWhenStarting",False)
# fp.set_preference("browser.download.dir", os.getcwd())
# fp.set_preference("browser.helperApps.neverAsk.saveToDisk", "application/octet-stream")
# fp.set_preference("browser.helperApps.neverAsk.saveToDisk", "application/json")
# browser = webdriver.Firefox(firefox_profile=fp)
# browser.get(url2)
# browser.find_element_by_tag_name("pre")
#
# browser.close()
# from browsermobproxy import Server
# from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
# CHROMEDRIVER_PATH = 'C:\\Users\\User\\.wdm\\drivers\\chromedriver\\83.0.4103.39\\win32\\chromedriver.exe'
# caps = DesiredCapabilities.CHROME
# caps['loggingPrefs'] = {'performance': 'ALL'}
# # caps['goog:loggingPrefs'] = { 'performance':'ALL' }
#
# options = webdriver.ChromeOptions()
# options.set_capability( "goog:loggingPrefs", caps['loggingPrefs'] )
# driver = webdriver.Chrome(executable_path=CHROMEDRIVER_PATH, desired_capabilities=caps, options=options)
# driver.get(URL)
# browser_log = driver.get_log('performance')
# driver.get_log('network')
#
#
# caps = DesiredCapabilities.FIREFOX
#
# caps['loggingPrefs'] = {'performance': 'ALL'}
# driver = webdriver.Firefox(desired_capabilities=caps)
# driver.get(URL)
# browser_log = driver.get_log('performance')
# driver.get_log('network')
#
#
#
# from browsermobproxy import Server
# from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
# CHROMEDRIVER_PATH = 'C:\\Users\\User\\.wdm\\drivers\\chromedriver\\83.0.4103.39\\win32\\chromedriver.exe'
# caps = DesiredCapabilities.CHROME
# caps['loggingPrefs'] = {'performance': 'ALL'}
#
# server = Server("C:\\ProgramData\\Miniconda3\\envs\\covad19sim\\Lib\\site-packages\\browsermobproxy\\browsermob-proxy-2.1.4\\bin\\browsermob-proxy.bat")
# server.start()
# proxy = server.create_proxy()
#
# # Configure the browser proxy in chrome options
# chrome_options = webdriver.ChromeOptions()
# chrome_options.add_argument("--proxy-server={0}".format(proxy.proxy))
# browser = webdriver.Chrome(executable_path=CHROMEDRIVER_PATH, desired_capabilities=caps, chrome_options = chrome_options)
#
# #tag the har(network logs) with a name
# proxy.new_har("datadashboard.health.gov.il")
# browser.get(URL)
# print(proxy.har)
# browser.close()
# proxy.close()