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Zendesk tickets (#2192)
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@ -3,6 +3,7 @@ from typing import Any
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import requests
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from retry import retry
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from zenpy import Zenpy # type: ignore
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from zenpy.lib.api_objects import Ticket # type: ignore
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from zenpy.lib.api_objects.help_centre_objects import Article # type: ignore
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from danswer.configs.app_configs import INDEX_BATCH_SIZE
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@ -59,10 +60,15 @@ class ZendeskClientNotSetUpError(PermissionError):
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class ZendeskConnector(LoadConnector, PollConnector):
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def __init__(self, batch_size: int = INDEX_BATCH_SIZE) -> None:
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def __init__(
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self,
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batch_size: int = INDEX_BATCH_SIZE,
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content_type: str = "articles",
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) -> None:
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self.batch_size = batch_size
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self.zendesk_client: Zenpy | None = None
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self.content_tags: dict[str, str] = {}
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self.content_type = content_type
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@retry(tries=3, delay=2, backoff=2)
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def _set_content_tags(
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@ -122,16 +128,86 @@ class ZendeskConnector(LoadConnector, PollConnector):
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def load_from_state(self) -> GenerateDocumentsOutput:
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return self.poll_source(None, None)
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def _ticket_to_document(self, ticket: Ticket) -> Document:
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if self.zendesk_client is None:
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raise ZendeskClientNotSetUpError()
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owner = None
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if ticket.requester and ticket.requester.name and ticket.requester.email:
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owner = [
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BasicExpertInfo(
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display_name=ticket.requester.name, email=ticket.requester.email
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)
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]
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update_time = time_str_to_utc(ticket.updated_at) if ticket.updated_at else None
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metadata: dict[str, str | list[str]] = {}
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if ticket.status is not None:
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metadata["status"] = ticket.status
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if ticket.priority is not None:
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metadata["priority"] = ticket.priority
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if ticket.tags:
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metadata["tags"] = ticket.tags
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if ticket.type is not None:
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metadata["ticket_type"] = ticket.type
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# Fetch comments for the ticket
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comments = self.zendesk_client.tickets.comments(ticket=ticket)
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# Combine all comments into a single text
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comments_text = "\n\n".join(
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[
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f"Comment{f' by {comment.author.name}' if comment.author and comment.author.name else ''}"
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f"{f' at {comment.created_at}' if comment.created_at else ''}:\n{comment.body}"
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for comment in comments
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if comment.body
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]
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)
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# Combine ticket description and comments
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description = (
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ticket.description
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if hasattr(ticket, "description") and ticket.description
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else ""
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)
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full_text = f"Ticket Description:\n{description}\n\nComments:\n{comments_text}"
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# Extract subdomain from ticket.url
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subdomain = ticket.url.split("//")[1].split(".zendesk.com")[0]
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# Build the html url for the ticket
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ticket_url = f"https://{subdomain}.zendesk.com/agent/tickets/{ticket.id}"
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return Document(
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id=f"zendesk_ticket_{ticket.id}",
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sections=[Section(link=ticket_url, text=full_text)],
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source=DocumentSource.ZENDESK,
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semantic_identifier=f"Ticket #{ticket.id}: {ticket.subject or 'No Subject'}",
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doc_updated_at=update_time,
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primary_owners=owner,
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metadata=metadata,
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)
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def poll_source(
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self, start: SecondsSinceUnixEpoch | None, end: SecondsSinceUnixEpoch | None
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) -> GenerateDocumentsOutput:
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if self.zendesk_client is None:
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raise ZendeskClientNotSetUpError()
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if self.content_type == "articles":
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yield from self._poll_articles(start)
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elif self.content_type == "tickets":
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yield from self._poll_tickets(start)
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else:
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raise ValueError(f"Unsupported content_type: {self.content_type}")
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def _poll_articles(
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self, start: SecondsSinceUnixEpoch | None
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) -> GenerateDocumentsOutput:
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articles = (
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self.zendesk_client.help_center.articles(cursor_pagination=True)
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self.zendesk_client.help_center.articles(cursor_pagination=True) # type: ignore
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if start is None
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else self.zendesk_client.help_center.articles.incremental(
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else self.zendesk_client.help_center.articles.incremental( # type: ignore
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start_time=int(start)
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)
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)
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@ -155,9 +231,43 @@ class ZendeskConnector(LoadConnector, PollConnector):
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if doc_batch:
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yield doc_batch
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def _poll_tickets(
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self, start: SecondsSinceUnixEpoch | None
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) -> GenerateDocumentsOutput:
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if self.zendesk_client is None:
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raise ZendeskClientNotSetUpError()
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ticket_generator = self.zendesk_client.tickets.incremental(start_time=start)
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while True:
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doc_batch = []
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for _ in range(self.batch_size):
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try:
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ticket = next(ticket_generator)
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# Check if the ticket status is deleted and skip it if so
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if ticket.status == "deleted":
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continue
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doc_batch.append(self._ticket_to_document(ticket))
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if len(doc_batch) >= self.batch_size:
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yield doc_batch
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doc_batch.clear()
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except StopIteration:
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# No more tickets to process
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if doc_batch:
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yield doc_batch
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return
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if doc_batch:
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yield doc_batch
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if __name__ == "__main__":
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import os
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import time
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connector = ZendeskConnector()
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@ -586,7 +586,20 @@ For example, specifying .*-support.* as a "channel" will cause the connector to
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},
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zendesk: {
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description: "Configure Zendesk connector",
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values: [],
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values: [
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{
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type: "select",
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query: "Select the what content this connector will index:",
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label: "Content Type",
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name: "content_type",
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optional: false,
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options: [
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{ name: "articles", value: "articles" },
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{ name: "tickets", value: "tickets" },
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],
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default: 0,
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},
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],
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},
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linear: {
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description: "Configure Dropbox connector",
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