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Documentation for PR open-telemetry#797 in demo app - Collector Data …
…Flow Dashboard
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# Collector Data Flow Dashboard | ||
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Monitoring data flow through the OpenTelemetry Collector is crucial for several | ||
reasons. Gaining a macro-level perspective on incoming data, such as sample | ||
counts and cardinality, is essential for comprehending the collector's internal | ||
dynamics. However, when delving into the details, the interconnections can | ||
become complex. The Collector Data Flow Dashboard aims to demonstrate the | ||
capabilities of the OpenTelemetry demo application, offering a solid foundation | ||
for users to build upon. | ||
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## Overview | ||
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![](screenshots/otelcol-data-flow-overview.png) | ||
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The diagram above provides an overview of the system components, showcasing the | ||
configuration derived from the OpenTelemetry Collector (otelcol) configuration | ||
file utilized by the OpenTelemetry demo application. Additionally, it highlights | ||
the observability data (traces and metrics) flow within the system. | ||
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## Ingress/Egress Metrics | ||
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![](screenshots/otelcol-data-flow-metrics.png) | ||
The metrics depicted in the diagram above are employed to monitor both egress | ||
and ingress data flows. These metrics are generated by the otelcol process, | ||
exported on port 8888, and subsequently scraped by Prometheus. The namespace | ||
associated with these metrics is "otelcol," and the job name is labeled as | ||
"otel." | ||
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Labels serve as a valuable tool for identifying specific metric sets (such as | ||
exporter, receiver, or job), enabling differentiation among metric sets within | ||
the overall namespace. It is important to note that you will only encounter | ||
refused metrics if the memory limits, as defined in the memory delimiter | ||
processor, are exceeded. | ||
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### Ingress Traces Pipeline | ||
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- otelcol_receiver_accepted_spans | ||
- otelcol_receiver_refused_spans | ||
- by (receiver,transport) | ||
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### Ingress Metrics Pipeline | ||
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- otelcol_receiver_accepted_metric_points | ||
- otelcol_receiver_refused_metric_points | ||
- by (receiver,transport) | ||
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### Processor | ||
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Only batch processor is currently present in the demo application. And the | ||
processor is used by both traces and metrics pipelines. | ||
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- otelcol_processor_batch_batch_send_size_sum | ||
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### Egress Traces Pipeline | ||
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- otelcol_exporter_sent_spans | ||
- otelcol_exporter_send_failed_spans | ||
- by (exporter) | ||
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### Egress Metrics Pipeline | ||
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- otelcol_exporter_sent_metric_points | ||
- otelcol_exporter_send_failed_metric_points | ||
- by (exporter) | ||
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### Prometheus Scraping | ||
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- scrape_samples_scraped | ||
- by (job) | ||
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## Dashboard | ||
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![](screenshots/otelcol-data-flow-dashboard.png) | ||
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You can access the dashboard by navigating to the Grafana UI, selecting the | ||
"OpenTelemetry Collector Data Flow" dashboard under browse icon on the left-hand | ||
side of the screen. | ||
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Dashboard mainly consists of four sections: | ||
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1. Process Metrics | ||
2. Traces Pipeline | ||
3. Metrics Pipeline | ||
4. Prometheus Scraping | ||
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Sections 2,3 and 4 represents over all the data flow using the metrics mentioned | ||
above. Additionally, export ratio is calculated for each pipeline to understand | ||
the data flow. | ||
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### Export Ratio | ||
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Export ratio is basically the ratio between receiver and exporter metrics. You | ||
can notice over the dashboard screenshot above that the export ratio on metrics | ||
is way too hight than the received metrics. This is because the demo application | ||
is configured to generate spanmetrics which is a processor that generates | ||
metrics from spans inside collector as illustrated in overview diagram. | ||
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### Process Metrics | ||
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![](screenshots/otelcol-dashbord-process-metrics.png) | ||
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Very limited but informative process metrics are added to dashboard. For | ||
example, you might observe more than one instance of otelcol running on the | ||
system during restarts or similar. This can be useful for understanding spikes | ||
on dataflow. |
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