airflow datadog 源码

airflow datadog 代码

文件路径：/airflow/providers/datadog/sensors/datadog.py

#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
from __future__ import annotations

from typing import TYPE_CHECKING, Any, Callable

from datadog import api

from airflow.exceptions import AirflowException
from airflow.providers.datadog.hooks.datadog import DatadogHook
from airflow.sensors.base import BaseSensorOperator

if TYPE_CHECKING:
    from airflow.utils.context import Context


class DatadogSensor(BaseSensorOperator):
    """
    A sensor to listen, with a filter, to datadog event streams and determine
    if some event was emitted.

    Depends on the datadog API, which has to be deployed on the same server where
    Airflow runs.

    :param datadog_conn_id: The connection to datadog, containing metadata for api keys.
    :param from_seconds_ago: POSIX timestamp start (default 3600).
    :param up_to_seconds_from_now: POSIX timestamp end (default 0).
    :param priority: Priority of your events, either low or normal.
    :param sources: A comma separated list indicating what tags, if any,
        should be used to filter the list of monitors by scope
    :param tags: Get datadog events from specific sources.
    :param response_check: A check against the 'requests' response object. The callable takes
        the response object as the first positional argument and optionally any number of
        keyword arguments available in the context dictionary. It should return True for
        'pass' and False otherwise.
    :param response_check: Optional[Callable[[Dict[str, Any]], bool]]
    """

    ui_color = '#66c3dd'

    def __init__(
        self,
        *,
        datadog_conn_id: str = 'datadog_default',
        from_seconds_ago: int = 3600,
        up_to_seconds_from_now: int = 0,
        priority: str | None = None,
        sources: str | None = None,
        tags: list[str] | None = None,
        response_check: Callable[[dict[str, Any]], bool] | None = None,
        **kwargs,
    ) -> None:
        super().__init__(**kwargs)
        self.datadog_conn_id = datadog_conn_id
        self.from_seconds_ago = from_seconds_ago
        self.up_to_seconds_from_now = up_to_seconds_from_now
        self.priority = priority
        self.sources = sources
        self.tags = tags
        self.response_check = response_check

    def poke(self, context: Context) -> bool:
        # This instantiates the hook, but doesn't need it further,
        # because the API authenticates globally (unfortunately),
        # but for airflow this shouldn't matter too much, because each
        # task instance runs in its own process anyway.
        DatadogHook(datadog_conn_id=self.datadog_conn_id)

        response = api.Event.query(
            start=self.from_seconds_ago,
            end=self.up_to_seconds_from_now,
            priority=self.priority,
            sources=self.sources,
            tags=self.tags,
        )

        if isinstance(response, dict) and response.get('status', 'ok') != 'ok':
            self.log.error("Unexpected Datadog result: %s", response)
            raise AirflowException("Datadog returned unexpected result")

        if self.response_check:
            # run content check on response
            return self.response_check(response)

        # If no check was inserted, assume any event that matched yields true.
        return len(response) > 0

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