About this integration
This integration allows you to push metrics to the Prometheus gateway from within a Dagster pipeline.
Installation
pip install dagster-prometheus
Example
#import dagster as dg
from dagster_prometheus import PrometheusResource
@dg.asset
def prometheus_metric(prometheus: PrometheusResource):
prometheus.push_to_gateway(job="my_job_label")
defs = dg.Definitions(
assets=[prometheus_metric],
resources={
"prometheus": PrometheusResource(gateway="http://pushgateway.example.org:9091")
},
)
About Prometheus
Prometheus is an open-source systems monitoring and alerting toolkit. Originally built at SoundCloud, Prometheus joined the Cloud Native Computing Foundation in 2016 as the second hosted project, after Kubernetes.
Prometheus collects and stores metrics as time series data along with the timestamp at which it was recorded, alongside optional key-value pairs called labels.