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120
backend/onyx/connectors/asana/connector.py
Executable file
120
backend/onyx/connectors/asana/connector.py
Executable file
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import datetime
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from typing import Any
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from onyx.configs.app_configs import CONTINUE_ON_CONNECTOR_FAILURE
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from onyx.configs.app_configs import INDEX_BATCH_SIZE
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from onyx.configs.constants import DocumentSource
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from onyx.connectors.asana import asana_api
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from onyx.connectors.interfaces import GenerateDocumentsOutput
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from onyx.connectors.interfaces import LoadConnector
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from onyx.connectors.interfaces import PollConnector
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from onyx.connectors.interfaces import SecondsSinceUnixEpoch
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from onyx.connectors.models import Document
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from onyx.connectors.models import Section
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from onyx.utils.logger import setup_logger
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logger = setup_logger()
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class AsanaConnector(LoadConnector, PollConnector):
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def __init__(
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self,
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asana_workspace_id: str,
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asana_project_ids: str | None = None,
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asana_team_id: str | None = None,
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batch_size: int = INDEX_BATCH_SIZE,
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continue_on_failure: bool = CONTINUE_ON_CONNECTOR_FAILURE,
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) -> None:
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self.workspace_id = asana_workspace_id
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self.project_ids_to_index: list[str] | None = (
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asana_project_ids.split(",") if asana_project_ids is not None else None
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)
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self.asana_team_id = asana_team_id
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self.batch_size = batch_size
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self.continue_on_failure = continue_on_failure
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logger.info(
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f"AsanaConnector initialized with workspace_id: {asana_workspace_id}"
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)
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def load_credentials(self, credentials: dict[str, Any]) -> dict[str, Any] | None:
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self.api_token = credentials["asana_api_token_secret"]
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self.asana_client = asana_api.AsanaAPI(
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api_token=self.api_token,
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workspace_gid=self.workspace_id,
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team_gid=self.asana_team_id,
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)
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logger.info("Asana credentials loaded and API client initialized")
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return None
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def poll_source(
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self, start: SecondsSinceUnixEpoch, end: SecondsSinceUnixEpoch | None
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) -> GenerateDocumentsOutput:
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start_time = datetime.datetime.fromtimestamp(start).isoformat()
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logger.info(f"Starting Asana poll from {start_time}")
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asana = asana_api.AsanaAPI(
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api_token=self.api_token,
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workspace_gid=self.workspace_id,
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team_gid=self.asana_team_id,
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)
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docs_batch: list[Document] = []
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tasks = asana.get_tasks(self.project_ids_to_index, start_time)
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for task in tasks:
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doc = self._message_to_doc(task)
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docs_batch.append(doc)
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if len(docs_batch) >= self.batch_size:
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logger.info(f"Yielding batch of {len(docs_batch)} documents")
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yield docs_batch
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docs_batch = []
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if docs_batch:
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logger.info(f"Yielding final batch of {len(docs_batch)} documents")
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yield docs_batch
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logger.info("Asana poll completed")
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def load_from_state(self) -> GenerateDocumentsOutput:
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logger.notice("Starting full index of all Asana tasks")
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return self.poll_source(start=0, end=None)
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def _message_to_doc(self, task: asana_api.AsanaTask) -> Document:
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logger.debug(f"Converting Asana task {task.id} to Document")
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return Document(
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id=task.id,
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sections=[Section(link=task.link, text=task.text)],
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doc_updated_at=task.last_modified,
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source=DocumentSource.ASANA,
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semantic_identifier=task.title,
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metadata={
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"group": task.project_gid,
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"project": task.project_name,
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},
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)
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if __name__ == "__main__":
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import time
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import os
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logger.notice("Starting Asana connector test")
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connector = AsanaConnector(
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os.environ["WORKSPACE_ID"],
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os.environ["PROJECT_IDS"],
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os.environ["TEAM_ID"],
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)
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connector.load_credentials(
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{
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"asana_api_token_secret": os.environ["API_TOKEN"],
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}
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)
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logger.info("Loading all documents from Asana")
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all_docs = connector.load_from_state()
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current = time.time()
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one_day_ago = current - 24 * 60 * 60 # 1 day
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logger.info("Polling for documents updated in the last 24 hours")
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latest_docs = connector.poll_source(one_day_ago, current)
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for docs in latest_docs:
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for doc in docs:
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print(doc.id)
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logger.notice("Asana connector test completed")
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