330 lines
11 KiB
Python
Executable File
330 lines
11 KiB
Python
Executable File
#
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# Copyright (c) 2021 Airbyte, Inc., all rights reserved.
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#
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import time
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from abc import ABC
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from datetime import datetime
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from typing import Any, Iterable, List, Mapping, MutableMapping, Optional, Tuple
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from urllib.parse import parse_qsl, urlparse
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import requests
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from airbyte_cdk.logger import AirbyteLogger
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from airbyte_cdk.sources import AbstractSource
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from airbyte_cdk.sources.streams import Stream
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from airbyte_cdk.sources.streams.http import HttpStream
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from airbyte_cdk.sources.streams.http.auth import HttpAuthenticator, TokenAuthenticator
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class IntercomStream(HttpStream, ABC):
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url_base = "https://api.intercom.io/"
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# https://developers.intercom.com/intercom-api-reference/reference#rate-limiting
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queries_per_minute = 1000 # 1000 queries per minute == 16.67 req per sec
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primary_key = "id"
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data_fields = ["data"]
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def __init__(
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self,
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authenticator: HttpAuthenticator,
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start_date: str = None,
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**kwargs,
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):
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self.start_date = start_date
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super().__init__(authenticator=authenticator)
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def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
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"""
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Abstract method of HttpStream - should be overwritten.
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Returning None means there are no more pages to read in response.
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"""
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next_page = response.json().get("pages", {}).get("next")
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if next_page:
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return dict(parse_qsl(urlparse(next_page).query))
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def request_params(self, next_page_token: Mapping[str, Any] = None, **kwargs) -> MutableMapping[str, Any]:
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params = {}
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if next_page_token:
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params.update(**next_page_token)
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return params
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def request_headers(self, **kwargs) -> Mapping[str, Any]:
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return {"Accept": "application/json"}
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def read_records(self, *args, **kwargs) -> Iterable[Mapping[str, Any]]:
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try:
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yield from super().read_records(*args, **kwargs)
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except requests.exceptions.HTTPError as e:
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error_message = e.response.text
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if error_message:
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self.logger.error(f"Stream {self.name}: {e.response.status_code} " f"{e.response.reason} - {error_message}")
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raise e
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def get_data(self, response: requests.Response) -> List:
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data = response.json()
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for data_field in self.data_fields:
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if data and isinstance(data, dict):
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data = data.get(data_field, [])
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if isinstance(data, list):
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data = data
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elif isinstance(data, dict):
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data = [data]
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return data
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def parse_response(self, response: requests.Response, stream_state: Mapping[str, Any], **kwargs) -> Iterable[Mapping]:
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data = self.get_data(response)
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for record in data:
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yield record
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# This is probably overkill because the request itself likely took more
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# than the rate limit, but keep it just to be safe.
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time.sleep(60.0 / self.queries_per_minute)
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class IncrementalIntercomStream(IntercomStream, ABC):
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cursor_field = "updated_at"
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def filter_by_state(self, stream_state: Mapping[str, Any] = None, record: Mapping[str, Any] = None) -> Iterable:
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"""
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Endpoint does not provide query filtering params, but they provide us
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updated_at field in most cases, so we used that as incremental filtering
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during the slicing.
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"""
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if not stream_state or record[self.cursor_field] >= stream_state.get(self.cursor_field):
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yield record
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def parse_response(self, response: requests.Response, stream_state: Mapping[str, Any], **kwargs) -> Iterable[Mapping]:
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record = super().parse_response(response, stream_state, **kwargs)
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for record in record:
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yield from self.filter_by_state(stream_state=stream_state, record=record)
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def get_updated_state(self, current_stream_state: MutableMapping[str, Any], latest_record: Mapping[str, Any]) -> Mapping[str, any]:
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"""
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This method is called once for each record returned from the API to
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compare the cursor field value in that record with the current state
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we then return an updated state object. If this is the first time we
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run a sync or no state was passed, current_stream_state will be None.
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"""
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current_stream_state = current_stream_state or {}
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current_stream_state_date = current_stream_state.get(self.cursor_field, self.start_date)
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latest_record_date = latest_record.get(self.cursor_field, self.start_date)
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return {self.cursor_field: max(current_stream_state_date, latest_record_date)}
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class ChildStreamMixin:
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parent_stream_class: Optional[IntercomStream] = None
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def stream_slices(self, sync_mode, **kwargs) -> Iterable[Optional[Mapping[str, any]]]:
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for item in self.parent_stream_class(authenticator=self.authenticator, start_date=self.start_date).read_records(
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sync_mode=sync_mode
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):
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yield {"id": item["id"]}
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yield from []
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class Admins(IntercomStream):
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"""Return list of all admins.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-admins
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Endpoint: https://api.intercom.io/admins
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"""
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data_fields = ["admins"]
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def path(self, **kwargs) -> str:
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return "admins"
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class Companies(IncrementalIntercomStream):
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"""Return list of all companies.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#iterating-over-all-companies
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Endpoint: https://api.intercom.io/companies/scroll
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"""
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def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
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"""For reset scroll needs to iterate pages untill the last.
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Another way need wait 1 min for the scroll to expire to get a new list for companies segments."""
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data = response.json().get("data")
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if data:
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return {"scroll_param": response.json().get("scroll_param")}
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def path(self, **kwargs) -> str:
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return "companies/scroll"
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class CompanySegments(ChildStreamMixin, IncrementalIntercomStream):
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"""Return list of all company segments.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-attached-segments-1
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Endpoint: https://api.intercom.io/companies/<id>/segments
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"""
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parent_stream_class = Companies
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def path(self, stream_slice: Mapping[str, Any] = None, **kwargs) -> str:
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return f"/companies/{stream_slice['id']}/segments"
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class Conversations(IncrementalIntercomStream):
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"""Return list of all conversations.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-conversations
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Endpoint: https://api.intercom.io/conversations
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"""
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data_fields = ["conversations"]
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def path(self, **kwargs) -> str:
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return "conversations"
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class ConversationParts(ChildStreamMixin, IncrementalIntercomStream):
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"""Return list of all conversation parts.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#retrieve-a-conversation
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Endpoint: https://api.intercom.io/conversations/<id>
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"""
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data_fields = ["conversation_parts", "conversation_parts"]
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parent_stream_class = Conversations
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def path(self, stream_slice: Mapping[str, Any] = None, **kwargs) -> str:
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return f"/conversations/{stream_slice['id']}"
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class Segments(IncrementalIntercomStream):
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"""Return list of all segments.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-segments
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Endpoint: https://api.intercom.io/segments
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"""
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data_fields = ["segments"]
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def path(self, **kwargs) -> str:
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return "segments"
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class Contacts(IncrementalIntercomStream):
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"""Return list of all contacts.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-contacts
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Endpoint: https://api.intercom.io/contacts
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"""
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def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:
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"""
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Abstract method of HttpStream - should be overwritten.
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Returning None means there are no more pages to read in response.
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"""
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next_page = response.json().get("pages", {}).get("next")
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if isinstance(next_page, dict):
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return {"starting_after": next_page["starting_after"]}
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if isinstance(next_page, str):
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return super().next_page_token(response)
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def path(self, **kwargs) -> str:
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return "contacts"
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class DataAttributes(IntercomStream):
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primary_key = "name"
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def path(self, **kwargs) -> str:
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return "data_attributes"
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class CompanyAttributes(DataAttributes):
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"""Return list of all data attributes belonging to a workspace for companies.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-data-attributes
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Endpoint: https://api.intercom.io/data_attributes?model=company
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"""
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def request_params(self, **kwargs) -> MutableMapping[str, Any]:
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return {"model": "company"}
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class ContactAttributes(DataAttributes):
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"""Return list of all data attributes belonging to a workspace for contacts.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-data-attributes
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Endpoint: https://api.intercom.io/data_attributes?model=contact
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"""
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def request_params(self, **kwargs) -> MutableMapping[str, Any]:
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return {"model": "contact"}
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class Tags(IntercomStream):
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"""Return list of all tags.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-tags-for-an-app
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Endpoint: https://api.intercom.io/tags
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"""
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primary_key = "name"
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def path(self, **kwargs) -> str:
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return "tags"
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class Teams(IntercomStream):
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"""Return list of all teams.
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API Docs: https://developers.intercom.com/intercom-api-reference/reference#list-teams
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Endpoint: https://api.intercom.io/teams
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"""
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primary_key = "name"
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data_fields = ["teams"]
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def path(self, **kwargs) -> str:
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return "teams"
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class SourceIntercom(AbstractSource):
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"""
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Source Intercom fetch data from messaging platform.
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"""
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def check_connection(self, logger, config) -> Tuple[bool, any]:
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authenticator = TokenAuthenticator(token=config["access_token"])
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try:
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url = f"{IntercomStream.url_base}/tags"
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auth_headers = {"Accept": "application/json", **authenticator.get_auth_header()}
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session = requests.get(url, headers=auth_headers)
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session.raise_for_status()
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return True, None
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except requests.exceptions.RequestException as e:
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return False, e
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def streams(self, config: Mapping[str, Any]) -> List[Stream]:
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AirbyteLogger().log("INFO", f"Using start_date: {config['start_date']}")
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config["start_date"] = datetime.strptime(config["start_date"], "%Y-%m-%dT%H:%M:%SZ").timestamp()
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auth = TokenAuthenticator(token=config["access_token"])
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return [
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Admins(authenticator=auth, **config),
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Companies(authenticator=auth, **config),
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CompanySegments(authenticator=auth, **config),
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Conversations(authenticator=auth, **config),
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ConversationParts(authenticator=auth, **config),
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Contacts(authenticator=auth, **config),
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CompanyAttributes(authenticator=auth, **config),
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ContactAttributes(authenticator=auth, **config),
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Segments(authenticator=auth, **config),
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Tags(authenticator=auth, **config),
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Teams(authenticator=auth, **config),
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]
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