celery_redis_prometheus
Exports task execution metrics in Prometheus format: how many tasks were started and have completed successfully or with failure, and how many tasks are still in the queues (supported only for broker redis).
Inspired by https://gitlab.com/kalibrr/celery-prometheus
Usage
Start HTTP service
Start the HTTP server like this:
$ bin/celery prometheus --host=127.0.0.1 --port=9691
Configure Prometheus
scrape_configs:
- job_name: 'celery'
static_configs:
- targets: ['localhost:9691']
We export the following metrics:
celery_tasks_total{state="started|succeeded|failed|retried"}, counter
celery_task_queuetime_seconds, histogram (only if task_send_sent_event is enabled in Celery)
celery_task_runtime_seconds, histogram
If you pass --queuelength-interval=x then every x seconds the queue lengths will be checked (NOTE: this only works with redis as the broker), resulting in this additional metric:
celery_queue_length{queue="..."}, gauge
Run tests
Using tox and py.test. Maybe install tox (e.g. via pip install tox) and then simply run tox.
celery_redis_prometheus changes
1.0.0 (2020-03-20)
Initial release
2 maintainers
Metadata
2 maintainers
Release files for celery_redis_prometheus 1.0.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| celery_redis_prometheus-1.0.0.tar.gz | 5.9 kB | Details |
Release files / celery_redis_prometheus-1.0.0.tar.gz
| Download URL | celery_redis_prometheus-1.0.0.tar.gz |
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