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https://issues.apache.org/jira/browse/FLINK-40281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated FLINK-40281:
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    Labels: pull-request-available  (was: )

> Improve HTTP sink failure observability
> ---------------------------------------
>
>                 Key: FLINK-40281
>                 URL: https://issues.apache.org/jira/browse/FLINK-40281
>             Project: Flink
>          Issue Type: Improvement
>          Components: Connectors / HTTP
>            Reporter: Bharath Reddy Gunapati
>            Priority: Major
>              Labels: pull-request-available
>
> The HTTP lookup source exposes useful operational signals for HTTP calls, 
> including retry-related metrics and metadata-driven error visibility. The 
> HTTP sink currently has only
> basic failure observability: failed records increment the generic sink 
> send-error counter, logs contain limited failure context, and the 
> post-request callback receives a null
> response for client-side exceptions without the original cause.
> As the sink gains configurable response classification and retry behavior, 
> operators need clearer visibility into why writes fail or retry. This ticket 
> improves HTTP sink observability for retryable responses, fatal responses, 
> ignored responses, retry exhaustion, and client-side exceptions.
> Proposed Scope
>   - Add HTTP sink metrics for retryable response failures, fatal response 
> failures, ignored responses, retry exhaustion, and client-side exceptions.
>   - Add retry-attempt visibility, for example a retry attempt counter.
>   - Add status-code visibility, either per status code or grouped by status 
> class.
>   - Improve sink failure logs to include endpoint, HTTP method, status code 
> where available, batch size/request entry count, and retry attempt.
>   - Improve callback/failure reporting so client-side exceptions are 
> observable instead of only appearing as a null response.
>   - Document the new metrics and failure observability behavior.
> Acceptance Criteria
>   - HTTP sink exposes metrics that distinguish retryable response failures, 
> fatal response failures, ignored responses, retry exhaustion, and client-side 
> exceptions.
>   - Sink logs include enough context to diagnose failed writes without 
> enabling full request/response body logging.
>   - Batch mode logs/metrics identify the number of request entries affected 
> by a single HTTP response.
>   - Client-side exceptions are observable through logs and/or 
> callback/failure reporting with the original cause preserved.
>   - Existing sink behavior remains unchanged unless users opt into any new 
> callback behavior.
>   - Unit tests cover metrics/logging or callback behavior for retryable, 
> fatal, ignored, exhausted, and exception paths.
>   - Documentation describes the new observability signals.



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