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# This files contains your custom actions which can be used to run
# custom Python code.
#
# See this guide on how to implement these action:
# https://rasa.com/docs/rasa/custom-actions
# This is a simple example for a custom action which utters "Hello World!"
from typing import Any, Text, Dict, List
from rasa_sdk import Action, Tracker
from rasa_sdk.executor import CollectingDispatcher
from flask import request
import json
class ActionService(Action):
def name(self) -> Text:
return "action_service"
def run(self, dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
buttons=[
{"payload":'/docs{"content_type":"blogs"}',"title":"yes"},
{"payload":'/video{"content_type":"video"}',"title":"no"},
]
dispatcher.utter_message(text="Are you satisfied with above solution",buttons=buttons)
return []
class ActionService(Action):
def name(self) -> Text:
return "action_suport_service"
def run(self, dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
buttons=[
{"payload":'/connect_support{"content_type":"text"}',"title":"yes"},
{"payload":'/noconnect_support{"content_type":"text"}',"title":"no"},
]
dispatcher.utter_message(text="do you want me to connect to support team",buttons=buttons)
return []
question=[]
answer=[]
class ActionSaveConversation(Action):
def name(self) -> Text:
return "action_save_conersation"
def run(self,
dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
sender_id = tracker.sender_id
#print(tracker.events)
conversation=tracker.events
import os
if not os. path.isfile('chats.txt'):
with open('chats.txt ','w') as file:
file.write("user_input $$$$ bot_reply\n")
chat_data=''
for i in conversation:
if i['event'] == 'user':
chat_data+=i['parse_data']['intent']['name']
print('user: {}'.format(i['text']))
a='user{}: {}'.format(sender_id,i['text'])
question.append(a)
if len(i['parse_data']['entities']) > 0:
chat_data+=i['parse_data']['entities'][0]['entity']+', '+i['parse_data']['entities' ][0]['value']+','
print('extra data:', i['parse_data']['entities'][0]['entity'], '=',
i['parse_data']['entities'][0]['value'])
elif i['event'] == 'bot':
print('{}'.format(i['text']))
b='Bot{}: {}'.format(sender_id,i['text'])
question.append(b)
# try:
# chat_data+=i['metadata']['utter_action']+','+i['text']+'\n'
# except KeyError:
# pass
chat_data+=i['text']+'\n'
else:
with open('chats.txt','a') as file:
file.write(chat_data)
#print(question)
import pandas as pd
df=pd.DataFrame(question)
print(df)
conversation=None
question.clear()
print(conversation)
print(question)
print(sender_id)
# print(answer)
# a=question
# b=answer
# import numpy as np
# import pandas as pd
# if len(a) > len(b):
# b = np.pad(b, (0, len(a) - len(b)), 'constant')
# else:
# a = np.pad(a, (0, len(b) - len(a)), 'constant')
# df=pd.DataFrame({'question':a,"answer":b})
# print(df)
dispatcher.utter_message(text="All Chats saved")
return []
class ActionSaveConversation(Action):
def name(self) -> Text:
return "action_save_conersation"
def run(self, dispatcher: CollectingDispatcher, tracker: Tracker, domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
# Get sender_id
sender_id = tracker.sender_id
conversation = tracker.events
chat_data = []
for i in conversation:
if i['event'] == 'user':
text = i['text'].replace('/connect_support{"content_type":"text"}', 'yes').replace('/noconnect_support{"content_type":"text"}','No').replace('/docs{"content_type":"blogs"}','yes').replace('/video{"content_type":"video"}','No')
chat_data.append({'sender': f'user_{sender_id}', 'message': text})
print(f'user_{sender_id}: {i["text"]}')
if len(i['parse_data']['entities']) > 0:
print('extra data:', i['parse_data']['entities'][0]['entity'], '=',
i['parse_data']['entities'][0]['value'])
elif i['event'] == 'bot':
print(f'bot_{sender_id}: {i["text"]}')
chat_data.append({'sender': f'bot_{sender_id}', 'message': i['text']})
with open('chats.json', 'w') as file:
json.dump({'conversation': chat_data, 'sender_id': sender_id}, file)
file.write('\n')
file.close()
print(json.dumps({'conversation': chat_data, 'sender_id': sender_id}, indent=4))
conversation = None
return []
class ActionClearConversation(Action):
def name(self) -> Text:
return "action_clear_conversation"
def run(self, dispatcher: CollectingDispatcher, tracker: Tracker, domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
sender_id = tracker.sender_id
tracker.events = []
return []