def predict():
'''
For rendering results on HTML GUI
'''
#int_features = [22582, 2, 170, 90.0, 120, 80, 1, 1, 1, 1, 1, 31]
i = 0
myList = []
for x in request.form.values():
if i == 0:
name = x
elif i == 1:
email = x
else:
myList.append(x)
i = i + 1
int_features = [int(x) for x in myList]
int_features[0] = int_features[0] * 365
data = int_features[3] / (int_features[2] / 100)**2
int_features.append(data)
final_features = pd.DataFrame([int_features])
prediction = model.predict(final_features)
email_sender = EmailSender()
email_file = open("email-templates/email-template-district.html", "r")
email_message = email_file.read()
if prediction[0] == 0:
email_pred = "Hey! you are healthy. keep going on..Check your email for more information"
else:
email_pred = "Hey! you are more likely to have a cardio vascular outbreak. Take care. Check your email or the below link for more information"
email_sender.sendEmailDistrict(name, email, email_message, email_pred)
if prediction[0] == 0:
return render_template(
'index.html',
prediction_text=
'Hey! you seem not to have any cardio issues. you are healthy!. keep going on..'
)
return render_template(
'index.html',
prediction_text=
'Hey! you are more likely to have a cardio vascular outbreak. Take care of your health. For more details about the disease check the below link or your email'
)
def getUserDetails(req, db):
sessionID = req.get("session")
session = re.compile("sessions/(.*)")
sessionID = session.findall(sessionID)[0]
result = req.get("queryResult")
user_says = result.get("queryText")
name = result.get("parameters").get("name")
email = result.get("parameters").get("email")
mobile = result.get("parameters").get("mobile")
pincode = result.get("parameters").get("pincode")
regex_email = "^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$"
regex_mobile = "[0-9]{10}"
regex_pincode = "[0-9]{6}"
if re.search(regex_email, email) is None:
fulfillmentText = "Not a valid email. Please start again and enter valid email."
bot_says = fulfillmentText
if db.conversations.find({"sessionID": sessionID}).count() > 0:
db.conversations.update_one(
{"sessionID": sessionID},
{"$push": {
"events": {
"$each": [user_says, bot_says]
}
}})
else:
db.conversations.insert_one({
"sessionID": sessionID,
"events": [user_says, bot_says]
})
return {"fulfillmentText": fulfillmentText}
if re.search(regex_mobile, mobile) is None:
fulfillmentText = "Not a valid mobile number. Please start again and enter valid mobile number."
bot_says = fulfillmentText
if db.conversations.find({"sessionID": sessionID}).count() > 0:
db.conversations.update_one(
{"sessionID": sessionID},
{"$push": {
"events": {
"$each": [user_says, bot_says]
}
}})
else:
db.conversations.insert_one({
"sessionID": sessionID,
"events": [user_says, bot_says]
})
return {"fulfillmentText": fulfillmentText}
if re.search(regex_pincode, pincode) is None:
fulfillmentText = "Not a valid pincode. Please start again and enter valid pincode."
bot_says = fulfillmentText
if db.conversations.find({"sessionID": sessionID}).count() > 0:
db.conversations.update_one(
{"sessionID": sessionID},
{"$push": {
"events": {
"$each": [user_says, bot_says]
}
}})
else:
db.conversations.insert_one({
"sessionID": sessionID,
"events": [user_says, bot_says]
})
return {"fulfillmentText": fulfillmentText}
try:
url = "https://api.postalpincode.in/pincode/" + pincode
res = requests.get(url)
jsonRes = res.json()
postOffice = jsonRes[0]["PostOffice"]
state = str(postOffice[0]["State"])
if "&" in state:
state = state.replace("&", "and")
district = str(postOffice[0]["District"])
if "&" in district:
district = district.replace("&", "and")
if district == "Ahmedabad":
district = "Ahmadabad"
elif district == "Bangalore":
district = "Bengaluru"
elif district == "Central Delhi":
district = "New Delhi"
print(state, end=',')
print(district)
try:
url1 = "https://api.covid19india.org/v2/state_district_wise.json"
res1 = requests.get(url1)
jsonRes1 = res1.json()
stateDistrictData = jsonRes1
for i in range(len(stateDistrictData)):
stateDistrictData1 = stateDistrictData[i]
if stateDistrictData1["state"] == state:
districtData = stateDistrictData1["districtData"]
for j in range(len(districtData)):
email_sender = EmailSender()
if districtData[j]["district"] == district:
confirmed = str(districtData[j]["confirmed"])
print(f"\n Confirmed Cases are: {confirmed}")
email_file = open(
"email-templates/email-template-district.html",
"r")
email_message = email_file.read()
email_sender.sendEmailDistrict(
name, email, district, confirmed,
email_message)
fulfillmentText = "A mail has been sent to you with current COVID-19 cases in your area."
bot_says = fulfillmentText
if db.conversations.find({
"sessionID": sessionID
}).count() > 0:
db.conversations.update_one(
{"sessionID": sessionID}, {
"$push": {
"events": {
"$each": [user_says, bot_says]
}
}
})
else:
db.conversations.insert_one({
"sessionID":
sessionID,
"events": [user_says, bot_says]
})
return {"fulfillmentText": fulfillmentText}
else:
fulfillmentText = "Sorry we did not found any data of COVID-19 in " + district + ". It might be a misspelling or we don't have record of the district."
bot_says = fulfillmentText
if db.conversations.find({
"sessionID": sessionID
}).count() > 0:
db.conversations.update_one(
{"sessionID": sessionID}, {
"$push": {
"events": {
"$each": [user_says, bot_says]
}
}
})
else:
db.conversations.insert_one({
"sessionID":
sessionID,
"events": [user_says, bot_says]
})
return {"fulfillmentText": fulfillmentText}
except HTTPError as http_err:
print(f"HTTP error occurred: {http_err}")
except Exception as err:
print(f"Other error occurred: {err}")
except HTTPError as http_err:
print(f"HTTP error occurred: {http_err}")
except Exception as err:
print(f"Other error occurred: {err}")
def getUserDetails(req):
result = req.get("queryResult")
user_says = result.get("queryText")
name = result.get("parameters").get("user_name")
email = result.get("parameters").get("user_mail")
mobile = result.get("parameters").get("user_phone")
pincode = result.get("parameters").get("user_pin")
try:
url = "https://api.postalpincode.in/pincode/" + pincode
res = requests.get(url)
jsonRes = res.json()
postOffice = jsonRes[0]["PostOffice"]
state = str(postOffice[0]["State"])
if "&" in state:
state = state.replace("&", "and")
district = str(postOffice[0]["District"])
if "&" in district:
district = district.replace("&", "and")
if district == "Ahmedabad":
district = "Ahmadabad"
elif district == "Bangalore":
district = "Bengaluru"
elif district == "Central Delhi":
district = "New Delhi"
print(state, end=',')
print(district)
try:
url1 = "https://api.covid19india.org/v2/state_district_wise.json"
res1 = requests.get(url1)
jsonRes1 = res1.json()
stateDistrictData = jsonRes1
for i in range(len(stateDistrictData)):
stateDistrictData1 = stateDistrictData[i]
if stateDistrictData1["state"] == state:
districtData = stateDistrictData1["districtData"]
for j in range(len(districtData)):
email_sender = EmailSender()
if districtData[j]["district"] == district:
confirmed = str(districtData[j]["confirmed"])
print(f"\n Confirmed Cases are: {confirmed}")
email_file = open(
"email-templates/email-template-district.html",
"r")
email_message = email_file.read()
email_sender.sendEmailDistrict(
name, email, district, confirmed,
email_message)
fulfillmentText = "A mail has been sent to you with current COVID-19 cases in your area."
bot_says = fulfillmentText
return {"fulfillmentText": fulfillmentText}
else:
fulfillmentText = "Sorry we did not found any data of COVID-19 in " + district + ". It might be a misspelling or we don't have record of the district."
bot_says = fulfillmentText
return {"fulfillmentText": fulfillmentText}
except HTTPError as http_err:
print(f"HTTP error occurred: {http_err}")
except Exception as err:
print(f"Other error occurred: {err}")
except HTTPError as http_err:
print(f"HTTP error occurred: {http_err}")
except Exception as err:
print(f"Other error occurred: {err}")
