MLRun, Issue with view to REST API throughput
How does it possible to identify throughput in MLRun solution (I use MLRun 1.3.0 with Iguazio version 3.5.2)?
I am using MLRun real-time function 'nuclio-risk-sentiment' and I would like to see request/response time of MLRun.
It is easy to see e.g. view to the Memory, CPU, Network I/O usage (see the board in grafana 'private / Kubernetes Pods'):
Do you know where to see the duration of the response/request (real throughput)?
Solution
The Iguazio uses for monitoring standard technology stack Prometheus and Grafana, it means, it is possible to see performance of NGINX (web server in Iguazio).
Grafana dashboard see 'private / NGINX - Request Handling Performance' and view to the 'Total request handling time':
- Cannot see any traces from Alloy in Grafana
- Spring + Prometheus + Grafana: Err reading Prometheus: Post "http://localhost:9090/api/v1/query": dial tcp 127.0.0.1:9090: connect: connection refused
- Monitor the Jetty-based Java application using Prometheus and Grafana
- Unable to send long json labels from promtail to loki
- Grafana - Elasticsearch dashboard variable does not provide any results
- VictoriaMetrics count temperature distinct values of gauge by bin range
- How to have a duration histogram show duration in Y-axis, time series in X-axis, and percentile as a line?
- Get total of metrics when value all time equal 1?
- Prometheus metric value compared to "crawl Time" in grafana
- what is the default grafana setting for $__rate_interval
- Connecting to database from prometheus_exporter
- Grafana - Updated all graphs on dashboard from metric selection
- Grafana - InfluxDB 2 - Label/Alias data
- Timezone Offset Issue in Grafana despite UTC Configuration
- ASP.NET Core Web API metrics with Grafana Cloud
- Grafana behind nginx: too many redirects
- How to add release number from pipeline into K6-InfluxDB-Grafana stack so that in grafana we can filter results based on Release Number as well
- Can i create a multi column variable in grafana?
- How to determine which services did not send logs in the last 24h Grafana Loki LogQL
- Create a count on a Grafana Dashboard
- Grafana: Datasource (Prometheus ) query 403
- How to mount a GCP Cloud Storage volume in GCP Cloud Run service?
- Java Micrometer - What to do with metrics of type *_bucket
- Nginx reverse proxy fails to access prometheus container
- How do I monitor whether a docker container is running with Grafana?
- divide multiple series by each other in grafana
- Unable to add Grafana Loki datasource in Kubernetes
- Grafana Prometheus Variable using multiple metrics
- How to create a Grafana variable that uses only one element of a Grafana query variable containing a list
- Grafana Pod is in Init Error state after adding an existing PVC