所以，我有一个只有一个系列的二维气泡图（x = lng，y = lat，z = population）。
我希望遍历整个数据点并更改气泡的RGB以编写一些关于某些社交群组的额外信息。
import json
import datetime
import time
import os
import dateutil.parser
import logging
import urllib.request
logger = logging.getLogger()
logger.setLevel(logging.DEBUG)
# --- Helpers that build all of the responses ---
def elicit_slot(session_attributes, intent_name, slots, slot_to_elicit, message):
return {
'sessionAttributes': session_attributes,
'dialogAction': {
'type': 'ElicitSlot',
'intentName': intent_name,
'slots': slots,
'slotToElicit': slot_to_elicit,
'message': message
}
}
def confirm_intent(session_attributes, intent_name, slots, message):
return {
'sessionAttributes': session_attributes,
'dialogAction': {
'type': 'ConfirmIntent',
'intentName': intent_name,
'slots': slots,
'message': message
}
}
def close(session_attributes, fulfillment_state, message):
response = {
'sessionAttributes': session_attributes,
'dialogAction': {
'type': 'Close',
'fulfillmentState': fulfillment_state,
'message': message
}
}
return response
def delegate(session_attributes, slots):
return {
'sessionAttributes': session_attributes,
'dialogAction': {
'type': 'Delegate',
'slots': slots
}
}
# --- Helper Functions ---
def safe_int(n):
"""
Safely convert n value to int.
"""
if n is not None:
return int(n)
return n
def try_ex(func):
"""
Call passed in function in try block. If KeyError is encountered return None.
This function is intended to be used to safely access dictionary.
Note that this function would have negative impact on performance.
"""
try:
return func()
except KeyError:
return None
def calculate_age(birthday, combine):
today = datetime.date.today()
birthdate = datetime.datetime.strptime(birthday, '%Y-%m-%d')
age = today.year - birthdate.year - ((today.month, today.day) < (birthdate.month, birthdate.day))
age = age + 1
age2 = age + 10
request = urllib.request.Request('https://insuranceproject-ae18a.firebaseio.com/%d/%s.json' % (age, combine[0].replace(' ', '')))
response = urllib.request.urlopen(request)
str_response = response.read()
info = json.loads(str_response.decode("utf-8"))
request = urllib.request.Request('https://insuranceproject-ae18a.firebaseio.com/%d/%s.json' % (age2, combine[0].replace(' ', '')))
response = urllib.request.urlopen(request)
str_response = response.read()
info2 = json.loads(str_response.decode("utf-8"))
abc = [info, str(age), info2]
return abc
def cash_outlay(abc):
age = int(abc[1])
if (age <= 40):
awl = 300
elif(age <= 70):
awl = 600
else:
awl = 900
premium = int(abc[0])
if (premium > awl):
cash_outlay = premium - awl
say = " Since your premium is more than your AWL (Additional Withdrawal Limit), u only need to pay the remaining which is $" + str(cash_outlay)
else:
cash_outlay = 0
say = " Since your premium is less than AWL (Additional Withdrawal Limit), everything is settled by Medisave"
return say
def generate_rec_plan(ward_type, compensation, period, limit):
if(ward_type == 'Private' and period == '4' and limit == 'Yes'):
plan_type = 'AXA Shield Plan A'
link = 'https://www.axa.com.sg/our-solutions/personal/health/axa-shield'
elif(ward_type == 'Private' and period == '4' and limit == 'No'):
plan_type = 'PRUshield A Premier'
link = 'https://www.prudential.com.sg/en/our-solutions/products/prushield/'
elif(ward_type == 'Private' and period == '3' and limit == 'Yes'):
plan_type = 'Supreme Health P Plus'
link = 'https://www.greateasternlife.com/sg/en/personal-insurance/find-the-right-plan/protect-myself-and-my-family/health-protection/supremehealth.html'
elif(ward_type == 'Private' and period == '3' and limit == 'No'):
plan_type = 'My Shield Plan 1'
link = 'https://www.aviva.com.sg/en/insurance/life-and-health/my-shield/'
elif(ward_type == 'Private' and period == '2'):
plan_type = 'Preferred'
link = 'https://www.income.com.sg/insurance/health-insurance/enhanced-incomeshield'
elif(ward_type == 'Private' and period == '1'):
plan_type = 'AIA Health Shield Gold Max A'
link = 'https://www.aia.com.sg/en/our-products/medical-protection/aia-healthshield-gold-max.html'
elif(ward_type == 'A ward' and period == '4' and limit == 'Yes'):
plan_type = 'PRUshield A Plus'
link = 'https://www.prudential.com.sg/en/our-solutions/products/prushield/'
elif(ward_type == 'A ward' and period == '4' and limit == 'No'):
plan_type = 'AXA Shield Plan B'
link = 'https://www.axa.com.sg/our-solutions/personal/health/axa-shield'
elif(ward_type == 'A ward' and period == '3'):
plan_type = 'Supreme Health A Plus'
link = 'https://www.greateasternlife.com/sg/en/personal-insurance/find-the-right-plan/protect-myself-and-my-family/health-protection/supremehealth.html'
elif(ward_type == 'A ward' and period == '2'):
plan_type = 'AIA Health Shield Gold Max B'
link = 'https://www.aia.com.sg/en/our-products/medical-protection/aia-healthshield-gold-max.html'
elif(ward_type == 'A ward' and period == '1' and limit == 'Yes'):
plan_type = 'MyShield Plan 2'
link = 'https://www.aviva.com.sg/en/insurance/life-and-health/my-shield/'
elif(ward_type == 'A ward' and period == '1' and limit == 'No'):
plan_type = 'Advantage'
link = 'https://www.income.com.sg/insurance/health-insurance/enhanced-incomeshield'
elif(ward_type == 'B1 ward' and compensation == 'As Charged' and (period == '4' or period == '3')):
plan_type = 'Supreme Health B Plus'
link = 'https://www.greateasternlife.com/sg/en/personal-insurance/find-the-right-plan/protect-myself-and-my-family/health-protection/supremehealth.html'
elif(ward_type == 'B1 ward' and compensation == 'As Charged' and period == '2'):
plan_type = 'AIA Health Shield Gold Max B Lite'
link = 'https://www.aia.com.sg/en/our-products/medical-protection/aia-healthshield-gold-max.html'
elif(ward_type == 'B1 ward' and compensation == 'As Charged' and period == '1' and limit == 'Yes'):
plan_type = 'My Shield Plan 3'
link = 'https://www.aviva.com.sg/en/insurance/life-and-health/my-shield/'
elif(ward_type == 'B1 ward' and compensation == 'As Charged' and period == '1' and limit == 'No'):
plan_type = 'Basic - SG'
link = 'https://www.income.com.sg/insurance/health-insurance/enhanced-incomeshield'
elif(ward_type == 'B1 ward' and compensation == 'Limits'):
plan_type = 'AXA Standard Plan'
link = 'https://www.axa.com.sg/our-solutions/personal/health/axa-shield'
elif(ward_type == 'B2 or C ward' and compensation == 'As Charged'):
plan_type = 'Enhanced C - SG'
link = 'https://www.income.com.sg/insurance/health-insurance/enhanced-incomeshield'
elif(ward_type == 'B2 or C ward' and compensation == 'Limits'):
plan_type = 'Medishield Life'
link = 'https://www.moh.gov.sg/content/moh_web/medishield-life/about-medishield-life/medishield-life-benefits.html'
combine = [plan_type, link]
return combine
def isvalid_date(date):
try:
dateutil.parser.parse(date)
return True
except ValueError:
return False
def isvalid_nationality(nationality):
nationality_types = ['Singapore Citizen', 'Permanent Resident', 'Foreigner']
return nationality in nationality_types
def isvalid_compensation(compensation):
compensations = ['Limits', 'As Charged']
return compensation in compensations
def isvalid_period(period):
periods = [1, 2, 3, 4]
return int(period) in periods
def isvalid_limit(limit):
limits = ['Yes', 'No']
return limit in limits
def build_validation_result(isvalid, violated_slot, message_content):
return {
'isValid': isvalid,
'violatedSlot': violated_slot,
'message': {'contentType': 'PlainText', 'content': message_content}
}
def validate_insurance_plan(slots):
birthday = try_ex(lambda: slots['birth'])
nationality = try_ex(lambda: slots['nation'])
isp = try_ex(lambda: slots['isp'])
ward_type = try_ex(lambda: slots['ward'])
compensation = try_ex(lambda: slots['compensation'])
period = try_ex(lambda: slots['period'])
limit = try_ex(lambda: slots['limits'])
if birthday:
if not isvalid_date(birthday):
return build_validation_result(
False,
'birth',
'I did not understand your birthdate. When were you born?'
)
if datetime.datetime.strptime(birthday, '%Y-%m-%d').date() > datetime.date.today():
return build_validation_result(
False,
'birth',
'You are not even born yet, how is this possible. Please tell me your correct birthdate.'
)
if nationality and not isvalid_nationality(nationality):
return build_validation_result(
False,
'nation',
'Sorry but the stated nationality does not exist, please choose from ones stated [Singapore Citizen, Permanent Resident, Foreigner]'
)
if compensation and not isvalid_compensation(compensation):
return build_validation_result(
False,
'compensation',
'Sorry but that plan does not exist, please choose either a plan with "As Charged" coverage or a plan with "Limits".'
)
if period and not isvalid_period(period):
return build_validation_result(
False,
'period',
'Please choose a number between 1-4'
)
if limit and not isvalid_limit(limit):
return build_validation_result(
False,
'limits',
'Please answer Yes/No, it"s that simple.'
)
return {'isValid': True}
""" --- Functions that control the bot's behavior --- """
def introduction(intent_request):
session_attributes = intent_request['sessionAttributes'] if intent_request['sessionAttributes'] is not None else {}
return close(
session_attributes,
'Fulfilled',
{
'contentType': 'PlainText',
'content': 'Hey there! Try asking me "Which integrated Shield Plan is right for me?" to find out your recommended Insurance Plan!'
}
)
def insurance_bot(intent_request):
birthday = try_ex(lambda: intent_request['currentIntent']['slots']['birth'])
nationality = try_ex(lambda: intent_request['currentIntent']['slots']['nation'])
isp = try_ex(lambda: intent_request['currentIntent']['slots']['isp'])
ward_type = try_ex(lambda: intent_request['currentIntent']['slots']['ward'])
compensation = try_ex(lambda: intent_request['currentIntent']['slots']['compensation'])
period = try_ex(lambda: intent_request['currentIntent']['slots']['period'])
limit = try_ex(lambda: intent_request['currentIntent']['slots']['limits'])
session_attributes = intent_request['sessionAttributes'] if intent_request['sessionAttributes'] is not None else {}
last_confirmed_insurance = try_ex(lambda: session_attributes['lastConfirmedInsurance'])
if last_confirmed_insurance:
last_confirmed_insurance = json.loads(last_confirmed_insurance)
confirmation_context = try_ex(lambda: session_attributes['confirmationContext'])
# Load confirmation history and track the current reservation.
insurance = json.dumps({
'birth': birthday,
'nation': nationality,
'isp': isp,
'ward': ward_type,
'compensation': compensation,
'period': period,
'limits': limit
})
session_attributes['currentInsurance'] = insurance
if intent_request['invocationSource'] == 'DialogCodeHook':
# Validate any slots which have been specified. If any are invalid, re-elicit for their value
validation_result = validate_insurance_plan(intent_request['currentIntent']['slots'])
if not validation_result['isValid']:
slots = intent_request['currentIntent']['slots']
slots[validation_result['violatedSlot']] = None
return elicit_slot(
session_attributes,
intent_request['currentIntent']['name'],
slots,
validation_result['violatedSlot'],
validation_result['message']
)
#If user is foreigner, straight away end chat
if nationality == 'Foreigner':
try_ex(lambda: session_attributes.pop('currentInsurance'))
session_attributes['lastConfirmedInsurance'] = insurance
return close(
session_attributes,
'Fulfilled',
{
'contentType': 'PlainText',
'content': 'I am sorry but foreigners currently cannot apply for an insurance plan in Sg.'
+ ' It it still under development '
+ 'so look out for it in the future! Thank you and have a nice day!'
}
)
#Getting recommended plan, age and premium info
if birthday and ward_type and compensation and period and limit:
plan = generate_rec_plan(ward_type, compensation, period, limit)
session_attributes['recPlan'] = plan[0]
session_attributes['planLink'] = plan[1]
info = calculate_age(birthday, plan)
session_attributes['premium'] = info[0]
session_attributes['age'] = info[1]
session_attributes['age2'] = info[2]
outlay = cash_outlay(info)
session_attributes['cashOutlay'] = outlay
else:
try_ex(lambda: session_attributes.pop('recPlan'))
try_ex(lambda: session_attributes.pop('planLink'))
try_ex(lambda: session_attributes.pop('premium'))
try_ex(lambda: session_attributes.pop('age'))
try_ex(lambda: session_attributes.pop('age2'))
try_ex(lambda: session_attributes.pop('cashOutlay'))
session_attributes['currentInsurance'] = insurance
return delegate(session_attributes, intent_request['currentIntent']['slots'])
# Booking the hotel. In a real application, this would likely involve a call to a backend service.
logger.debug('InsurPlan under={}'.format(insurance))
try_ex(lambda: session_attributes.pop('currentInsurance'))
session_attributes['lastConfirmedInsurance'] = insurance
return close(
session_attributes,
'Fulfilled',
{
'contentType': 'PlainText',
'content': 'Your recommended plan would be ' + session_attributes['recPlan']
+ '! And since you are ' + session_attributes['age']
+ ' next year, you will be given a premium of about $' + session_attributes['premium']
+ '. '
+ session_attributes['cashOutlay']
+ '. But in 10 years, your premium will be $' + session_attributes['age2']
+ '. If you want to know more about this insurance plan, you can go to '
+ session_attributes['planLink'] + ' for more details!'
}
)
# --- Intents ---
def dispatch(intent_request):
"""
Called when the user specifies an intent for this bot.
"""
logger.debug('dispatch userId={}, intentName={}'.format(intent_request['userId'], intent_request['currentIntent']['name']))
intent_name = intent_request['currentIntent']['name']
# Dispatch to your bot's intent handlers
if intent_name == 'InsurePlan':
return insurance_bot(intent_request)
elif intent_name == 'Intro':
return introduction(intent_request)
raise Exception('Intent with name ' + intent_name + ' not supported')
# --- Main handler ---
def lambda_handler(event, context):
return dispatch(event)
这是将所有点都设为红色的测试代码，在解决之后我将添加逻辑。
所以在我运行代码之前，我的单个系列图有一个带有一个项目（人口）的图例。运行后，颜色会按预期更改，但图例会更改为经度值列表（y）。
试图搜索周围但却无法找到原因，任何人都可以轻装上阵吗？
谢谢！
答案 0 :(得分：0)
Axel Richter回答了这个问题。似乎没有办法围绕这个