stankiewicz opened a new pull request, #40483:
URL: https://github.com/apache/beam/pull/40483

   Follow-up to #39150 (`PubsubIO`) and #39151 (`KafkaIO`) to properly set 
OpenTelemetry messaging span kinds and create producer spans in the write-side 
header propagation `DoFn`s:
   1. **Read-Side Span Kind (`SpanKind.CONSUMER`)**:
      - In `PubsubIO.Read.OpenTelemetryHeaderConsumer`, set 
`.setSpanKind(SpanKind.CONSUMER)` on the `"PubSubIO.Read"` span.
      - In `KafkaIO.OpenTelemetryHeaderConsumer`, set 
`.setSpanKind(SpanKind.CONSUMER)` on the `"KafkaIO.Read"` span.
   2. **Write-Side Producer Span Creation (`SpanKind.PRODUCER`)**:
      - Previously, `OpenTelemetryHeaderPropagator` in both `PubsubIO` and 
`KafkaIO` injected `Context.current()` directly without creating a producer 
span. If no upstream span was active on the worker thread, no `traceparent` was 
injected and no write span was recorded.
      - In `PubsubIO.Write.OpenTelemetryHeaderPropagator`, initialize the 
`"PubSubIO"` `Tracer` via `PipelineOptions` (`SdkHarnessOptions`) in `@Setup`, 
start a `"PubSubIO.Write"` span with `SpanKind.PRODUCER` and parent 
`Context.current()`, and make it current before injecting W3C trace context 
(`googclient_traceparent` / `googclient_tracestate`) and outputting the 
`PubsubMessage`.
      - In `KafkaIO.OpenTelemetryHeaderPropagator`, initialize the `"KafkaIO"` 
`Tracer` via `PipelineOptions` (`SdkHarnessOptions`) in `@Setup`, start a 
`"KafkaIO.Write"` span with `SpanKind.PRODUCER` and parent `Context.current()`, 
and make it current before injecting W3C trace context into the 
`ProducerRecord` headers and outputting the record.


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