apache / apache/druid

Add more robust testing to streaming ingestion integration tests

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#10,971 1 comment 0 reactions 0 assignees View on GitHub
Area - Testing Contributions Welcome Feature/Change Description Starter
Dominant language
Java
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Description

### Description

Add more robust testing to streaming ingestion integration tests. Modify the `SyntheticStreamGenerator` to generate different format of data, including but not limited to invalid format, null/empty data, multi-rows data, etc.

Contributor guide

Open the contributing guide

Research direction

Locate the SyntheticStreamGenerator and the streaming ingestion integration tests, then read how test data is currently produced and asserted. Run the existing integration test suite before changing the generator. Done means the tests exercise invalid, null or empty, and multi-row data formats and reliably verify the ingestion outcomes.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
data-engineering, stream-processing, testing-qa
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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