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Add datadog metrics submitter listening on all events (#1186)
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Original file line number | Diff line number | Diff line change |
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import logging | ||
import threading | ||
import time | ||
from queue import Queue | ||
from typing import ClassVar | ||
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import requests | ||
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from core import taskmanager | ||
from core.config.config import yeti_config | ||
from core.events.message import EventMessage, ObjectEvent, TagEvent | ||
from core.schemas import task | ||
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metrics_queue = Queue() | ||
import hashlib | ||
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class MetricsFlusher(threading.Thread): | ||
METRIC_ENDPOINT = "https://api.datadoghq.com/api/v2/series" | ||
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def __init__(self, flush_interval: float, flush_count: int): | ||
""" | ||
Initialize the MetricsFlusher. | ||
:param flush_interval: Interval in seconds between each flush. | ||
:param flush_count: Number of items to remove from the queue at each flush. | ||
""" | ||
self._dd_api_key = yeti_config.get("datadog", "api_key") | ||
self._dd_app_key = yeti_config.get("datadog", "app_key") | ||
self._dd_env = yeti_config.get("datadog", "env", "dev") | ||
self._session = requests.Session() | ||
self._session.headers = { | ||
"DD-API-KEY": self._dd_api_key, | ||
"DD-APPLICATION-KEY": self._dd_app_key, | ||
} | ||
self._logger = logging.getLogger("FlushMetricsQueue") | ||
self._flush_interval = flush_interval | ||
self._flush_count = flush_count | ||
self._running = True | ||
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super().__init__(daemon=True) | ||
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def run(self): | ||
""" | ||
Flush the queue at intervals. | ||
""" | ||
while True: | ||
time.sleep(self._flush_interval) | ||
self._flush() | ||
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def _flush(self): | ||
""" | ||
Flush items from the queue. Removes up to `flush_count` items. | ||
""" | ||
self._logger.debug( | ||
f"Flushing metrics queue {metrics_queue} (size:{metrics_queue.qsize()})" | ||
) | ||
timeseries = {} | ||
for _ in range(self._flush_count): | ||
if not metrics_queue.empty(): | ||
key = hashlib.sha256() | ||
timestamp, metric, tags = metrics_queue.get() | ||
key.update(str(timestamp).encode()) | ||
key.update(str(metric).encode()) | ||
key.update(str(tags).encode()) | ||
key = key.hexdigest() | ||
if key not in timeseries: | ||
timeseries[key] = { | ||
"metric": metric, | ||
"type": 1, | ||
"points": [{"timestamp": timestamp, "value": 0}], | ||
"tags": tags, | ||
} | ||
timeseries[key]["points"][0]["value"] += 1 | ||
else: | ||
break | ||
if timeseries: | ||
payload = {"series": []} | ||
for key, serie in timeseries.items(): | ||
payload["series"].append(serie) | ||
try: | ||
response = self._session.post( | ||
MetricsFlusher.METRIC_ENDPOINT, json=payload | ||
) | ||
except Exception: | ||
self._logger.exception("Failed to send metrics to Datadog") | ||
if response.status_code == 202: | ||
self._logger.info("Successfully sent metrics to Datadog") | ||
else: | ||
self._logger.warning( | ||
f"Failed to send metrics to Datadog: {response.reason}" | ||
) | ||
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class DatadogMetrics(task.EventTask): | ||
_defaults = { | ||
"name": "DatadogMetrics", | ||
"description": "Send events as Datadog metrics", | ||
"acts_on": "(new|update|delete)", | ||
} | ||
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_metrics_flusher: ClassVar[MetricsFlusher] = None | ||
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def __init__(self, **data): | ||
super().__init__(**data) | ||
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def run(self, message: EventMessage) -> None: | ||
if DatadogMetrics._metrics_flusher is None: | ||
DatadogMetrics._metrics_flusher = MetricsFlusher( | ||
yeti_config.get("datadog", "flush_interval", 10), | ||
yeti_config.get("datadog", "flush_count", 1000), | ||
) | ||
DatadogMetrics._metrics_flusher.start() | ||
self._dd_env = yeti_config.get("datadog", "env", "dev") | ||
self._timestamp = int(message.timestamp.timestamp()) | ||
if isinstance(message.event, ObjectEvent): | ||
self._send_object_serie(message.event) | ||
elif isinstance(message.event, TagEvent): | ||
self._send_tag_serie(message.event) | ||
return | ||
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def _enqueue_serie(self, metric, tags): | ||
self.logger.debug(f"Enqueueing metric {metric} with tags {tags}") | ||
tags.append(f"env:{self._dd_env}") | ||
metrics_queue.put((self._timestamp, metric, tags)) | ||
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def _send_object_serie(self, event: ObjectEvent): | ||
type = event.yeti_object.root_type | ||
if hasattr(event.yeti_object, "type"): | ||
type += f".{event.yeti_object.type}" | ||
tags = [ | ||
f"type:{type}", | ||
f"event:{event.type}", | ||
] | ||
self._enqueue_serie("yeti.object", tags) | ||
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def _send_tag_serie(self, event: TagEvent): | ||
type = event.tagged_object.root_type | ||
if hasattr(event.tagged_object, "type"): | ||
type += f".{event.tagged_object.type}" | ||
tags = [ | ||
f"tag:{event.tag_object.name}", | ||
f"type:{type}", | ||
f"event:{event.type}", | ||
] | ||
self._enqueue_serie("yeti.tagged", tags) | ||
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taskmanager.TaskManager.register_task(DatadogMetrics) |
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