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@Yuan325 Yuan325 commented Jan 8, 2026

Move source-related queries from Invoke() function into Source.

This is an effort to generalizing tools to work with any Source that implements a specific interface. This will provide a better segregation of the roles for Tools vs Source.

Tool's role will be limited to the following:

  • Resolve any pre-implementation steps or parameters (e.g. template parameters)
  • Retrieving Source
  • Calling the source's implementation

@Yuan325 Yuan325 requested a review from a team as a code owner January 8, 2026 07:17
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Summary of Changes

Hello @Yuan325, 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 introduces a significant refactoring to the Looker integration by centralizing the creation and management of the Looker SDK client within the Source component. This change enhances the architectural clarity by ensuring that the Source is the single point of truth for Looker API access, allowing individual Tools to focus purely on their operational logic without needing to manage SDK instantiation details. The refactor improves modularity, maintainability, and sets the stage for more generalized tool interactions.

Highlights

  • Centralized Looker SDK Initialization: The logic for initializing the Looker SDK, including handling client authorization and TLS configuration, has been moved from a common utility function (lookercommon.GetLookerSDK) into the Source implementation (internal/sources/looker/looker.go).
  • Improved Separation of Concerns: This refactoring clearly delineates responsibilities: the Source is now solely responsible for providing the Looker SDK instance, while individual Tools focus on their specific Looker API interactions, leading to cleaner and more modular code.
  • Streamlined Tool Invoke() Functions: All Looker-related tools now retrieve the Looker SDK directly from their Source interface via a new GetLookerSDK method, simplifying their Invoke() implementations and reducing boilerplate.
  • Interface Updates: The compatibleSource interface in various Looker tools has been updated to reflect the new architecture, removing direct access to LookerClient() and LookerApiSettings() in favor of the new GetLookerSDK method.

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Code Review

This pull request is a good step towards improving the separation of concerns by moving source-specific logic from the tools into the looker.Source. The relocation of GetLookerSDK is well-executed.

However, the refactoring appears to be incomplete and inconsistent, which introduces some issues:

  • Critical: For lookerdeleteprojectfile and lookergetprojectfile, the tools have been updated to call methods (DeleteProjectFile, GetProjectFileContent) on the source interface, but these methods are not implemented on looker.Source. This will cause the application to panic at runtime.
  • Medium: For lookercreateprojectfile and lookerupdateprojectfile, the logic has not been moved to the source at all, and they still rely on functions in lookercommon. This is inconsistent with the changes for other file operation tools and the overall goal of the PR.

I've left specific comments with suggestions on how to address these points. Completing this refactoring will make the codebase more robust and maintainable.

@Yuan325 Yuan325 force-pushed the source-implementation-looker branch from 401dcfb to f9d7059 Compare January 8, 2026 07:39
@Yuan325 Yuan325 enabled auto-merge (squash) January 12, 2026 23:50
@Yuan325 Yuan325 merged commit 030df97 into main Jan 12, 2026
12 checks passed
@Yuan325 Yuan325 deleted the source-implementation-looker branch January 12, 2026 23:53
vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request Jan 14, 2026
…tion into Source (googleapis#2278)

Move source-related queries from `Invoke()` function into Source.

This is an effort to generalizing tools to work with any Source that
implements a specific interface. This will provide a better segregation
of the roles for Tools vs Source.

Tool's role will be limited to the following:
* Resolve any pre-implementation steps or parameters (e.g. template
parameters)
* Retrieving Source
* Calling the source's implementation
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2 participants