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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #4365 +/- ##
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+ Coverage 33.89% 38.00% +4.11%
- Complexity 505 513 +8
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Files 215 195 -20
Lines 13186 11814 -1372
Branches 1320 1197 -123
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+ Hits 4469 4490 +21
+ Misses 8350 6956 -1394
- Partials 367 368 +1
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Summary of ChangesHello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request expands the Dataflow YAML template library by adding support for streaming data from Apache Kafka to Cloud Spanner. The changes include the necessary template definitions, configuration options, and integration tests. Additionally, the PR performs a cleanup of existing Kafka-based templates to maintain parameter consistency and introduces a new configuration field for read time management. Highlights
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Code Review
This pull request introduces a new Kafka to Spanner (YAML) template, including its Java interface, options, pipeline definition, documentation, and integration tests. Additionally, it refactors the Kafka options across other YAML templates (BigQuery and Iceberg) by removing several duplicate-related parameters and adding maxReadTimeSeconds. The review feedback identifies critical syntax errors in the newly added KafkaToSpanner.yaml file, specifically pointing out that the filesToCopy and requirements properties are incorrectly formatted and should be defined as standard YAML sequences to prevent parsing and execution failures.
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There's heavy overlap with #4363 (and comments that apply across both) so I'm going to let that one get to completion and then we can follow up with review here. |
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