Sampling
Error Sampler
This action is a Global Action that supports error sampling by filtering out non-error traces.
This feature is in beta. It may be subject to changes and improvements based on user feedback.
Considerations
Before enabling probabilistic sampler, please note the following:
- Supports only traces.
- All spans in a trace will be either entirely dropped or entirely sampled.
- This action is a
global
action, meaning it applies to all traces in the system without filtering for specific services or endpoints. - Adding this action causes a 30-second delay in sending the data.
- Traces with durations exceeding 30 seconds might not be sampled correctly.
Use Cases
Cost Reduction
- Some vendors charge based on the amount of data ingested. For self hosted destinations, the cost is correlated to the use of cloud resources which grows with the based on the amount of data you process and store. By Reducing traces volumes, you can reduce the amount of data ingested and reduce costs.
System Optimization
- Error traces are typically more informative for identifying and resolving issues. By focusing only on error traces, developers can quickly pinpoint and address problems, optimizing system performance and reducing the time and resources spent on debugging non-critical traces.
Configuration Options
Basic Example
The following example demonstrates how to add a sampler that retains 100% of error traces and 50% of non-error traces.
1
Create a YAML file with the following content:
error-sampler.yaml
Apply the action to the cluster:
2
Apply the action to the cluster: