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@nirajch
Created August 23, 2021 20:58
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Rasa Custom Botframework connector with bot typing and additional details
import datetime
import json
import logging
import requests
from sanic import Blueprint, response
from sanic.request import Request
from typing import Text, Dict, Any, List, Iterable, Callable, Awaitable, Optional
from rasa.core.channels.channel import UserMessage, OutputChannel, InputChannel
from sanic.response import HTTPResponse
logger = logging.getLogger(__name__)
MICROSOFT_OAUTH2_URL = "https://login.microsoftonline.com"
MICROSOFT_OAUTH2_PATH = "botframework.com/oauth2/v2.0/token"
class BotFramework(OutputChannel):
"""A Microsoft Bot Framework communication channel."""
token_expiration_date = datetime.datetime.now()
headers = None
@classmethod
def name(cls) -> Text:
return "botframework"
def __init__(
self,
app_id: Text,
app_password: Text,
conversation: Dict[Text, Any],
bot: Text,
service_url: Text,
) -> None:
service_url = (
f"{service_url}/" if not service_url.endswith("/") else service_url
)
self.app_id = app_id
self.app_password = app_password
self.conversation = conversation
self.global_uri = f"{service_url}v3/"
self.bot = bot
async def _get_headers(self) -> Optional[Dict[Text, Any]]:
if BotFramework.token_expiration_date < datetime.datetime.now():
uri = f"{MICROSOFT_OAUTH2_URL}/{MICROSOFT_OAUTH2_PATH}"
grant_type = "client_credentials"
scope = "https://api.botframework.com/.default"
payload = {
"client_id": self.app_id,
"client_secret": self.app_password,
"grant_type": grant_type,
"scope": scope,
}
token_response = requests.post(uri, data=payload)
if token_response.ok:
token_data = token_response.json()
access_token = token_data["access_token"]
token_expiration = token_data["expires_in"]
delta = datetime.timedelta(seconds=int(token_expiration))
BotFramework.token_expiration_date = datetime.datetime.now() + delta
BotFramework.headers = {
"content-type": "application/json",
"Authorization": "Bearer %s" % access_token,
}
return BotFramework.headers
else:
logger.error("Could not get BotFramework token")
else:
return BotFramework.headers
def prepare_message(
self, recipient_id: Text, message_data: Dict[Text, Any]
) -> Dict[Text, Any]:
data = {
"type": "message",
"recipient": {"id": recipient_id},
"from": self.bot,
"channelData": {"notification": {"alert": "false"}},
"text": "",
}
data.update(message_data)
return data
async def send(self, message_data: Dict[Text, Any]) -> None:
post_message_uri = "{}conversations/{}/activities".format(
self.global_uri, self.conversation["id"]
)
headers = await self._get_headers()
send_response = requests.post(
post_message_uri, headers=headers, data=json.dumps(message_data)
)
if not send_response.ok:
logger.error(
"Error trying to send botframework messge. Response: %s",
send_response.text,
)
async def send_text_message(
self, recipient_id: Text, text: Text, **kwargs: Any
) -> None:
for message_part in text.strip().split("\n\n"):
text_message = {"text": message_part}
message = self.prepare_message(recipient_id, text_message)
await self.send(message)
async def send_image_url(
self, recipient_id: Text, image: Text, **kwargs: Any
) -> None:
hero_content = {
"contentType": "application/vnd.microsoft.card.hero",
"content": {"images": [{"url": image}]},
}
image_message = {"attachments": [hero_content]}
message = self.prepare_message(recipient_id, image_message)
await self.send(message)
async def send_text_with_buttons(
self,
recipient_id: Text,
text: Text,
buttons: List[Dict[Text, Any]],
**kwargs: Any,
) -> None:
hero_content = {
"contentType": "application/vnd.microsoft.card.hero",
"content": {"subtitle": text, "buttons": buttons},
}
buttons_message = {"attachments": [hero_content]}
message = self.prepare_message(recipient_id, buttons_message)
await self.send(message)
async def send_elements(
self, recipient_id: Text, elements: Iterable[Dict[Text, Any]], **kwargs: Any
) -> None:
for e in elements:
message = self.prepare_message(recipient_id, e)
await self.send(message)
async def send_custom_json(
self, recipient_id: Text, json_message: Dict[Text, Any], **kwargs: Any
) -> None:
# pytype: disable=attribute-error
json_message.setdefault("type", "message")
json_message.setdefault("recipient", {}).setdefault("id", recipient_id)
json_message.setdefault("from", self.bot)
json_message.setdefault("channelData", {}).setdefault(
"notification", {}
).setdefault("alert", "true")
json_message.setdefault("text", "")
await self.send(json_message)
# pytype: enable=attribute-error
async def send_typing(self) -> None:
post_message_uri = "{}conversations/{}/activities".format(
self.global_uri, self.conversation["id"]
)
headers = await self._get_headers()
message_data = {
"type": "typing",
}
send_response = requests.post(
post_message_uri, headers=headers, data=json.dumps(message_data)
)
if not send_response.ok:
logger.error(
"Error trying to send botframework messge. Response: %s",
send_response.text,
)
class BotFrameworkInput(InputChannel):
"""Bot Framework input channel implementation."""
@classmethod
def name(cls) -> Text:
return "botframework"
@classmethod
def from_credentials(cls, credentials: Optional[Dict[Text, Any]]) -> InputChannel:
if not credentials:
cls.raise_missing_credentials_exception()
# pytype: disable=attribute-error
return cls(credentials.get("app_id"), credentials.get("app_password"))
# pytype: enable=attribute-error
def __init__(self, app_id: Text, app_password: Text) -> None:
"""Create a Bot Framework input channel.
Args:
app_id: Bot Framework's API id
app_password: Bot Framework application secret
"""
self.app_id = app_id
self.app_password = app_password
@staticmethod
def add_attachments_to_metadata(
postdata: Dict[Text, Any], metadata: Optional[Dict[Text, Any]]
) -> Optional[Dict[Text, Any]]:
"""Merge the values of `postdata['attachments']` with `metadata`."""
message_details = {"full_name": postdata["from"]["name"], "conversation_id": postdata["conversation"]["id"], "service_url": postdata["serviceUrl"], "message_entitities": postdata["entities"]}
if metadata:
metadata.update(message_details)
else:
metadata = message_details
if postdata.get("attachments"):
attachments = {"attachments": postdata["attachments"]}
if metadata:
metadata.update(attachments)
else:
metadata = attachments
return metadata
def blueprint(
self, on_new_message: Callable[[UserMessage], Awaitable[Any]]
) -> Blueprint:
botframework_webhook = Blueprint("botframework_webhook", __name__)
# noinspection PyUnusedLocal
@botframework_webhook.route("/", methods=["GET"])
async def health(request: Request) -> HTTPResponse:
return response.json({"status": "ok"})
@botframework_webhook.route("/webhook", methods=["POST"])
async def webhook(request: Request) -> HTTPResponse:
postdata = request.json
metadata = self.get_metadata(request)
metadata_with_attachments = self.add_attachments_to_metadata(
postdata, metadata
)
try:
if postdata["type"] == "message":
out_channel = BotFramework(
self.app_id,
self.app_password,
postdata["conversation"],
postdata["recipient"],
postdata["serviceUrl"],
)
user_msg = UserMessage(
text=postdata.get("text", ""),
output_channel=out_channel,
sender_id=postdata["from"]["id"],
input_channel=self.name(),
metadata=metadata_with_attachments,
)
await out_channel.send_typing()
await on_new_message(user_msg)
else:
logger.info("Not received message type")
except Exception as e:
logger.error(f"Exception when trying to handle message.{e}")
logger.debug(e, exc_info=True)
pass
return response.text("success")
return botframework_webhook
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