:mod:`airflow.contrib.hooks.datadog_hook` ========================================= .. py:module:: airflow.contrib.hooks.datadog_hook Module Contents --------------- .. py:class:: DatadogHook(datadog_conn_id='datadog_default') Bases: :class:`airflow.hooks.base_hook.BaseHook`, :class:`airflow.utils.log.logging_mixin.LoggingMixin` Uses datadog API to send metrics of practically anything measurable, so it's possible to track # of db records inserted/deleted, records read from file and many other useful metrics. 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 datadog_conn_id: str .. method:: validate_response(self, response) .. method:: send_metric(self, metric_name, datapoint, tags=None, type_=None, interval=None) Sends a single datapoint metric to DataDog :param metric_name: The name of the metric :type metric_name: str :param datapoint: A single integer or float related to the metric :type datapoint: int or float :param tags: A list of tags associated with the metric :type tags: list :param type_: Type of your metric: gauge, rate, or count :type type_: str :param interval: If the type of the metric is rate or count, define the corresponding interval :type interval: int .. method:: query_metric(self, query, from_seconds_ago, to_seconds_ago) Queries datadog for a specific metric, potentially with some function applied to it and returns the results. :param query: The datadog query to execute (see datadog docs) :type query: str :param from_seconds_ago: How many seconds ago to start querying for. :type from_seconds_ago: int :param to_seconds_ago: Up to how many seconds ago to query for. :type to_seconds_ago: int .. method:: post_event(self, title, text, aggregation_key=None, alert_type=None, date_happened=None, handle=None, priority=None, related_event_id=None, tags=None, device_name=None) Posts an event to datadog (processing finished, potentially alerts, other issues) Think about this as a means to maintain persistence of alerts, rather than alerting itself. :param title: The title of the event :type title: str :param text: The body of the event (more information) :type text: str :param aggregation_key: Key that can be used to aggregate this event in a stream :type aggregation_key: str :param alert_type: The alert type for the event, one of ["error", "warning", "info", "success"] :type alert_type: str :param date_happened: POSIX timestamp of the event; defaults to now :type date_happened: int :handle: User to post the event as; defaults to owner of the application key used to submit. :param handle: str :param priority: Priority to post the event as. ("normal" or "low", defaults to "normal") :type priority: str :param related_event_id: Post event as a child of the given event :type related_event_id: id :param tags: List of tags to apply to the event :type tags: list[str] :param device_name: device_name to post the event with :type device_name: list