opensearch-project / opensearch-project/data-prepper

Load generator for trace ingestion

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backlog
Dominant language
Java
Stars
374
Forks
354
Avg merge
3d 18h
Merged PRs (30d)
8

Description

Is your feature request related to a problem? Please describe.
In order to benchmark and profiling the migration of trace ingestion to event model(#939 ), we need a load generator that

  • generate sample data that will form a service-map
  • produce configurable TPS sent in otel-protobuf.

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Describe alternatives you've considered (Optional)
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Additional context
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Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing issue #939 and the repository's trace-ingestion entry points to understand the event-model migration and the expected service-map data. Define how configurable TPS and OTEL protobuf output should be exercised; the work is done when representative service-map traces can be generated and sent at a controlled rate for benchmarking.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
backend, observability-sre
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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