-
Notifications
You must be signed in to change notification settings - Fork 0
/
incov.py
410 lines (359 loc) · 14.7 KB
/
incov.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
import requests
import csv
import json
from bs4 import BeautifulSoup as bs
from datetime import datetime, date
import pytz
import os
import logging
from flask import Flask, jsonify
from dotenv import load_dotenv
from github import Github, InputGitTreeElement
import glob
from string import Template
import pandas as pd
import smtplib
import ssl
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
load_dotenv()
# Setup Logger
logging.basicConfig(filename="log.txt",
format="%(asctime)s %(message)s", filemode="a")
logger = logging.getLogger()
logger.setLevel(level=logging.INFO)
RECOVERED_BACKUP = {"1/22/20": 0, "1/23/20": 0, "1/24/20": 0, "1/25/20": 0, "1/26/20": 0, "1/27/20": 0, "1/28/20": 0, "1/29/20": 0, "1/30/20": 0, "1/31/20": 0, "2/1/20": 0, "2/2/20": 0, "2/3/20": 0, "2/4/20": 0, "2/5/20": 0, "2/6/20": 0, "2/7/20": 0, "2/8/20": 0, "2/9/20": 0, "2/10/20": 0, "2/11/20": 0, "2/12/20": 0, "2/13/20": 0, "2/14/20": 0, "2/15/20": 0, "2/16/20": 3, "2/17/20": 3, "2/18/20": 3, "2/19/20": 3, "2/20/20": 3, "2/21/20": 3,
"2/22/20": 3, "2/23/20": 3, "2/24/20": 3, "2/25/20": 3, "2/26/20": 3, "2/27/20": 3, "2/28/20": 3, "2/29/20": 3, "3/1/20": 3, "3/2/20": 3, "3/3/20": 3, "3/4/20": 3, "3/5/20": 3, "3/6/20": 3, "3/7/20": 3, "3/8/20": 3, "3/9/20": 3, "3/10/20": 4, "3/11/20": 4, "3/12/20": 4, "3/13/20": 4, "3/14/20": 4, "3/15/20": 13, "3/16/20": 13, "3/17/20": 14, "3/18/20": 14, "3/19/20": 15, "3/20/20": 20, "3/21/20": 23, "3/22/20": 27, "3/23/20": 27, "3/24/20": 40}
# Constants
URL = "https://www.mohfw.gov.in/"
DATAFOLDER = os.path.join(os.curdir, "data")
TEMPFOLDER = os.path.join(os.curdir, "temp")
CSV_HEADERS = [
"state/ut", "confirmed", "cured/discharged", "death"]
REPO_NAME = "ncov-19-india"
REPORT_REPO_NAME = "incov-report"
# Functions
if not os.path.isdir(DATAFOLDER):
os.mkdir(DATAFOLDER)
def get_scrapped_data(U: str = None):
try:
if U is None:
U = URL
page = requests.get(U).text
soup = bs(page, "html.parser")
return soup.find("section", {"id": "state-data"}).find_all('tbody')[0].find_all("tr")[:-6]
except Exception as e:
print(e)
logger.error(f"Got Error While Fetching Source : {str(e)}")
return False
def scrap_json():
try:
data = []
req = requests.get("https://www.mohfw.gov.in/data/datanew.json").json()
for state in req:
if not state["sno"] == "11111":
_t = {"state" : "" , "effected" : 0 , "recovered" : 0 , "death" : 0}
_t["state"] = state["state_name"]
_t["effected"] = state["new_positive"]
_t["recovered"] = state["new_cured"]
_t["death"] = state["new_death"]
data.append(_t)
else:
_t = {"total_effected" : state["new_positive"] , "total_cured" : state["new_cured"] , "total_death" : state["new_death"] , "total_states" : len(data), "last_update" : datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%H:%M:%S - %d-%m-%Y")}
data.append(_t)
if not os.path.isdir(DATAFOLDER):
os.mkdir(DATAFOLDER)
with open(os.path.join(DATAFOLDER , "report.json") , 'w' , encoding="utf-8") as f:
json.dump(data , f)
#print(j)
return True
except Exception as e:
print(e)
return False
def fetch_data_from_github():
try:
req = requests.get("https://api.github.com/repos/{}/{}/contents/{}".format(
"bauripalash", REPO_NAME, "data")).json()
# print(req)
for item in req:
content = requests.get(
item["download_url"], allow_redirects=True).content.decode("utf-8")
with open(os.path.join(DATAFOLDER, item["name"]), "w") as f:
f.write(content)
return True
except Exception as e:
print(e)
logger.error("Cannot Fetch Data Folder From Github")
return False
def print_data_table(soup=None):
try:
if soup is None:
soup = get_scrapped_data(URL)
for tr in soup:
tds = tr.find_all('td')
print(f"State/UT: {tds[1].text}, Confirmed (Indian National): {tds[2].text}, Confirmed (Foreign National): {tds[3].text}, Cured/Discharged: {tds[4].text}, Death: {tds[5].text}")
return True
except Exception as e:
print(e)
logger.error(f"Got Error While Printing Table : {str(e)}")
def state_trend():
try:
STATE_DAILY_DATA = {
"CONFIRMED": "http://api.covid19india.org/states_daily_csv/confirmed.csv",
"DEATHS": "https://api.covid19india.org/states_daily_csv/deceased.csv",
"RECOVERED": "https://api.covid19india.org/states_daily_csv/recovered.csv"
}
TREND_TABLE = {}
for key in STATE_DAILY_DATA.keys():
link = STATE_DAILY_DATA[key]
df = pd.read_csv(link)
df = df.fillna(0)
df = df.astype(int, errors='ignore')
df = df.iloc[:, :-1]
TREND_TABLE[key] = df.to_dict("list")
# print(TREND_TABLE)
with open(os.path.join(DATAFOLDER, "trend.json"), "w") as f:
f.write(str(TREND_TABLE).replace("'", '"'))
print("STATE TREND SUCCESS")
return True
except Exception as e:
return False
print("STATE TREND FAILED")
def write_csv(soup=None):
try:
if soup is None:
soup = get_scrapped_data(URL)
filename = str(date.today().isoformat()) + ".csv"
if not os.path.isfile(DATAFOLDER):
open(os.path.join(DATAFOLDER, filename), "w").close()
with open(os.path.join(DATAFOLDER, filename), "w") as f:
writer = csv.writer(f)
writer.writerow(CSV_HEADERS)
#soup = get_scrapped_data(URL)
for tr in soup:
tds = tr.find_all("td")
writer.writerow([tds[1].text, tds[5].text,
tds[3].text, tds[4].text])
return True
except Exception as e:
print(e)
logger.error("Got Error While Writing CSV : {}".format(str(e)))
return False
def build_demographic_report():
try:
DATA_JSON = "https://api.covid19india.org/raw_data.json"
res = requests.get(DATA_JSON).json()
# print(res)
GENDER_DICT = {"FEMALE": 0, "MALE": 0}
AGE_DICT = {"0-10": 0, "11-20": 0, "21-30": 0, "31-40": 0, "41-50": 0,
"51-60": 0, "61-70": 0, "71-80": 0, "81-90": 0, "91-100": 0}
NATIONALITY_DICT = dict()
CURRENT_STATUS_DICT = dict()
STATE_DICT = dict()
TYPE_OF_TRANSMISSION = dict()
for p in res["raw_data"]:
# print(p)
if p["gender"] == "M":
GENDER_DICT["MALE"] += 1
elif p["gender"] == "F":
GENDER_DICT["FEMALE"] += 1
if p["nationality"]:
N = p["nationality"].lower()
if N not in NATIONALITY_DICT.keys():
NATIONALITY_DICT[N] = 0
NATIONALITY_DICT[N] += 1
if p["currentstatus"]:
S = p["currentstatus"].lower()
if S not in CURRENT_STATUS_DICT.keys():
CURRENT_STATUS_DICT[S] = 0
CURRENT_STATUS_DICT[S] += 1
if p["statecode"]:
S = p["statecode"]
if S not in STATE_DICT.keys():
STATE_DICT[S] = 0
STATE_DICT[S] += 1
if p["typeoftransmission"]:
t = p["typeoftransmission"].lower()
if t not in TYPE_OF_TRANSMISSION.keys():
TYPE_OF_TRANSMISSION[t] = 0
TYPE_OF_TRANSMISSION[t] += 1
if p["agebracket"]:
try:
age = int(p["agebracket"])
except:
# print("------")
try:
#print(p["agebracket"])
x = p["agebracket"].split("-")
age = int((int(x[0]) + int(x[1]))/2)
except:
x = p["agebracket"].split(".")
age = int(x[0])
#print(age)
#print(age)
if age >= 0 and age <= 10:
AGE_DICT["0-10"] += 1
elif age > 10 and age <= 20:
AGE_DICT["11-20"] += 1
elif age > 20 and age <= 30:
AGE_DICT["21-30"] += 1
elif age > 30 and age <= 40:
AGE_DICT["31-40"] += 1
elif age > 40 and age <= 50:
AGE_DICT["41-50"] += 1
elif age > 50 and age <= 60:
AGE_DICT["51-60"] += 1
elif age > 60 and age <= 70:
AGE_DICT["61-70"] += 1
elif age > 70 and age <= 80:
AGE_DICT["71-80"] += 1
elif age > 80 and age <= 90:
AGE_DICT["81-90"] += 1
elif age > 90 and age <= 100:
AGE_DICT["91-100"] += 1
# print(TYPE_OF_TRANSMISSION)
TABLE = {"GENDER": GENDER_DICT, "AGE": AGE_DICT, "NATIONALITY": NATIONALITY_DICT,
"CSTATUS": CURRENT_STATUS_DICT, "STATE": STATE_DICT, "TRANSMISSION": TYPE_OF_TRANSMISSION}
with open(os.path.join(DATAFOLDER, "demographic.json"), "w") as f:
f.write(json.dumps(TABLE))
print("DEMOGRAPHIC SUCCESS")
return True
except Exception as e:
print(e)
print("FAILED WRITING DEMOGRAPHIC JSON")
return False
def push_to_github():
try:
file_list = glob.glob(os.path.join(DATAFOLDER, "*.csv"))
item_list = [x[-14:] for x in file_list]
file_list.append(os.path.join(DATAFOLDER, "report.json"))
item_list.extend(["report.json"])
TOKEN = os.getenv("GHTOKEN")
g = Github(TOKEN)
nrepo = g.get_user().get_repo(REPO_NAME)
commit_msg = ":bug: {}".format(datetime.now(
pytz.timezone("Asia/Kolkata")).isoformat())
master_ref = nrepo.get_git_ref("heads/master")
master_sha = master_ref.object.sha
base_tree = nrepo.get_git_tree(master_sha)
elist = []
for i, entry in enumerate(file_list):
with open(entry) as input_file:
data = input_file.read()
elem = InputGitTreeElement(
"data/" + item_list[i], '100644', 'blob', data)
elist.append(elem)
tree = nrepo.create_git_tree(elist)
parent = nrepo.get_git_commit(master_sha)
commit = nrepo.create_git_commit(commit_msg, tree, [parent])
master_ref.edit(commit.sha)
# print(elist)
return True
except Exception as e:
print(e)
logger.error(e)
return False
def build_json(soup=None):
try:
if soup is None:
soup = get_scrapped_data()
total_c = total_e = total_d = total_s = 0
table = []
for tr in soup:
tds = tr.find_all("td")
total_e += int(tds[5].text)
total_c += int(tds[3].text)
total_d += int(str(tds[4].text).replace("#", ""))
total_s += 1
table.append({"state": tds[1].text, "effected": int(
tds[2].text), "recovered": int(tds[3].text), "death": int(str(tds[4].text).replace("#", ""))})
table.append({"total_effected": total_e, "total_cured": total_c, "total_death": total_d, "total_states": total_s,
"last_update": datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%H:%M:%S - %d-%m-%Y")})
# print(table)
#rj = json.dumps(table)
json.dump(table, open(os.path.join(DATAFOLDER, "report.json"), "w"))
# print(rj)
return True
except Exception as e:
print(e)
logger.error("Failed to Build REPORT JSON")
return False
def send_email(status: bool, msg="SUCCESS"):
port = 587 # For starttls
smtp_server = "smtp.gmail.com"
sender_email = os.getenv("FROM_EMAIL")
receiver_email = os.getenv("FROM_EMAIL")
password = os.getenv("EMAIL_PASS")
message = f"""
INCOV PROJECT RUN REPORT
------------------------
LAST RUN : {datetime.now(pytz.timezone("Asia/Kolkata")).isoformat()}
LAST STATUS : {"SUCCESS!" if status else "FAILED!"}
LAST RUN MESSAGE : {"ALL fUNCTIONS RAN SUCCESSFULLY" if status else "FAILED ON : " + msg}
"""
fromaddr = sender_email
toaddr = receiver_email
msg = MIMEMultipart()
msg['From'] = fromaddr
msg['To'] = toaddr
msg['Subject'] = f"Incov Project : Status : {datetime.now(pytz.timezone('Asia/Kolkata')).strftime('%d-%m_%H-%M')}"
body = message
msg.attach(MIMEText(body, 'plain'))
s = smtplib.SMTP('smtp.gmail.com', 587)
s.starttls()
s.login(fromaddr, password)
text = msg.as_string()
s.sendmail(fromaddr, toaddr, text)
s.quit()
print("SENT EMAIL")
def main():
soup = get_scrapped_data(URL)
if fetch_data_from_github():
print("DATA FOLDER FETCH COMPLETED")
c = write_csv(soup)
if c:
logger.info("CSV WRITE COMPLETED")
print("CSV WRITE COMPLETED")
rep = build_json(soup)
tr = state_trend() # build_daily_data_json()
d = True #build_demographic_report()
gh = push_to_github()
if gh and rep and tr and d:
logger.info("ALL GITHUB PUSH COMPLETED")
print("ALL GITHUB PUSH COMPLETED")
#send_email(True)
else:
if not gh:
logger.error("DATA PUSH FAILED")
print("DATA PUSH FAILED")
send_email(False, "DATA")
if not rep:
logger.error("REPORT PUSH FAILED")
print("REPORT PUSH FAILED")
send_email(False, "REPORT")
if not d:
logger.error("DEMOGRAPHIC BUILD FAILED")
print("DEMOGRAPHIC BUILD FAILED")
send_email(False , "DEMOGRAPHIC")
else:
logger.error("CSV WRITE FAILED")
print("CSV WRITE FAILED")
send_email(False, "CSV")
else:
print("DATA FOLDER FETCH FAILED")
send_email(False, "FOLDER")
def _main():
sj = scrap_json()
if not sj:
logger.error("SCRAP JSON FAILEd")
print("SCRAP JSON FAIL")
send_email(False , "REPORT")
push = push_to_github()
if not push:
logger.error("PUSH TO GITHUB FAILED")
print("PUSH tO GH Failed")
send_email(False , "DATA")
if __name__ == "__main__":
_main()
#print(build_demographic_report())
#print(state_trend())