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Fixes #4063.

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Summary of Changes

Hello @apascal07, 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 primarily focuses on improving the tracing capabilities within the Go codebase, particularly for AI-related operations. It refactors how tracing spans are created and nested, ensuring a clearer hierarchy for render and generate operations under a dotprompt execution. Additionally, it introduces a new method for executing actions without automatic tracing, and a utility function for comprehensive nil checks, enhancing both observability and code robustness.

Highlights

  • Tracing Span Refactoring: Simplified the creation of SpanMetadata objects across evaluator, generate, and flow components by introducing a new tracing.Span helper function, reducing boilerplate.
  • Nested Prompt Spans: Modified Prompt.Execute to ensure render and generate operations are properly nested as child spans under a main dotprompt execution span, providing a clearer hierarchy in tracing.
  • Raw Action Execution: Introduced ActionDef.RunRaw to allow direct execution of an action's function without automatic trace span creation, providing more control for callers managing their own tracing contexts.
  • Nil Stream Value Handling: Added logic to GenerateDataStream and DataPrompt.ExecuteStream to skip yielding if a stream value is nil, preventing potential issues with incomplete JSON during streaming.
  • IsNil Utility Function: Implemented a generic IsNil helper function in go/internal/base/misc.go for robust nil checking across various Go types, including pointers, interfaces, maps, slices, channels, and functions.

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Code Review

This pull request refactors tracing to correctly nest render and generate spans within a dotprompt span, which is a great improvement for trace visibility. The changes are mostly clean and use new helpers like tracing.Span and base.IsNil to simplify the code. However, I've found an issue with the new base.IsNil check for skipping incomplete stream chunks: it doesn't work correctly for non-pointer struct types and can cause the stream to terminate with an error, which I've detailed in my comments.

Comment on lines +638 to +640
if base.IsNil(streamValue) {
return nil
}
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high

This check only works correctly when Out is a pointer, slice, map, or interface type. If Out is a struct type, this change introduces a bug where the stream will error out on an incomplete JSON chunk instead of skipping it.

This happens because chunk.Output() will try to unmarshal null into a struct value when a partial chunk is parsed, which results in a json.UnmarshalTypeError. This error is then yielded, terminating the stream, instead of skipping the chunk as intended.

To properly fix this, chunk.Output should be modified to handle this case without erroring, or this logic needs to handle that specific error. Since chunk.Output is not in this diff, a more robust solution should be considered to make this feature work consistently for all types.

Comment on lines +950 to +952
if base.IsNil(streamValue) {
return nil
}
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high

This check only works correctly when Out is a pointer, slice, map, or interface type. If Out is a struct type, this change introduces a bug where the stream will error out on an incomplete JSON chunk instead of skipping it.

This happens because chunk.Output() will try to unmarshal null into a struct value when a partial chunk is parsed, which results in a json.UnmarshalTypeError. This error is then yielded, terminating the stream, instead of skipping the chunk as intended.

To properly fix this, chunk.Output should be modified to handle this case without erroring, or this logic needs to handle that specific error. Since chunk.Output is not in this diff, a more robust solution should be considered to make this feature work consistently for all types.

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[Go] Bring prompt tracing/observability up to parity with TS

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