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Implement Lambda Labs provider improvements based on dev-plane patterns#14

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devin-ai-integration[bot] wants to merge 4 commits intomainfrom
devin/1754513559-lambda-labs-improvements
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Implement Lambda Labs provider improvements based on dev-plane patterns#14
devin-ai-integration[bot] wants to merge 4 commits intomainfrom
devin/1754513559-lambda-labs-improvements

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Implement Lambda Labs provider improvements based on dev-plane patterns

Summary

This PR implements significant improvements to the brevdev/cloud repository's Lambda Labs provider by adopting patterns from the mature brevdev/dev-plane implementation. The changes focus on five key areas: better error handling, idempotent SSH key management, improved instance type processing, enhanced GPU parsing, and better data mapping.

Key Changes:

  • New error handling system (errors.go): Maps Lambda Labs API errors to standardized v1 errors with capacity/quota-specific error classification
  • Idempotent SSH key management: Adds retry logic with "name must be unique" tolerance to handle concurrent SSH key creation
  • Enhanced GPU parsing: Implements regex-based parsing to extract GPU count, memory, and network details from description strings
  • Instance type filtering: Filters out "gh" instance types and improves availability logic
  • Improved data mapping: Adds firewall rules generation, volume type/disk size mapping, and comprehensive status conversion

All existing tests pass (47/47) and the improvements maintain backward compatibility while adding robustness.

Review & Testing Checklist for Human

⚠️ High Priority Items (3):

  • Test error handling with real Lambda Labs API: Verify that handleLLErrToCloudErr correctly maps actual API error responses without masking critical error details
  • Validate GPU parsing with live data: Test the regex patterns in parseGPUFromDescription against real GPU descriptions from Lambda Labs API to ensure they handle all formats correctly
  • Verify SSH key idempotency: Test the addSSHKeyIdempotent function with concurrent requests to ensure it handles race conditions and the "name must be unique" error properly

Diagram

%%{ init : { "theme" : "default" }}%%
flowchart TD
    subgraph "Lambda Labs Provider"
        Client["internal/lambdalabs/v1/<br/>client.go"]:::context
        Instance["internal/lambdalabs/v1/<br/>instance.go"]:::major-edit
        InstanceType["internal/lambdalabs/v1/<br/>instancetype.go"]:::major-edit
        Errors["internal/lambdalabs/v1/<br/>errors.go"]:::major-edit
        Capabilities["internal/lambdalabs/v1/<br/>capabilities.go"]:::context
    end
    
    subgraph "Core SDK"
        V1Types["pkg/v1/<br/>instance.go, errors.go"]:::context
    end
    
    subgraph "Generated API Client"  
        GenAPI["internal/lambdalabs/gen/<br/>lambdalabs/api_default.go"]:::context
    end
    
    Instance --|"uses"| Errors
    Instance --|"calls"| GenAPI
    InstanceType --|"uses"| Errors
    Instance --|"maps to"| V1Types
    InstanceType --|"maps to"| V1Types
    
    subgraph Legend
        L1["Major Edit"]:::major-edit
        L2["Minor Edit"]:::minor-edit  
        L3["Context/No Edit"]:::context
    end

classDef major-edit fill:#90EE90
classDef minor-edit fill:#87CEEB
classDef context fill:#F5F5F5
Loading

Notes

  • Dev-plane patterns adopted: This implementation follows the mature patterns from brevdev/dev-plane but adapted for the cloud repo's modular architecture
  • No breaking changes: All existing functionality is preserved while adding new robustness features
  • Test coverage: All 47 existing tests pass, including new tests for GPU parsing functionality
  • Session details: Requested by Alec Fong (@theFong) - https://app.devin.ai/sessions/60c73dc7c7d64105ad8486f9b94bcde8

Risk areas to watch:

  • The error mapping logic in errors.go could potentially categorize errors incorrectly
  • GPU parsing regex patterns may not handle all possible Lambda Labs GPU description formats
  • Instance type filtering might exclude valid types if Lambda Labs changes their naming conventions

- Add errors.go with handleLLErrToCloudErr for better error handling and capacity/quota error mapping
- Implement idempotent SSH key management with retry logic and 'name must be unique' tolerance
- Improve instance type processing with 'gh' type filtering and better availability logic
- Add comprehensive GPU parsing with regex-based extraction for count, memory, and network details
- Enhance data mapping with firewall rules, volume type, disk size, and improved status conversion
- Replace fmt.Errorf with handleLLErrToCloudErr throughout for consistent error handling
- All improvements follow dev-plane patterns adapted for cloud repo's modular structure

Co-Authored-By: Alec Fong <alecsanf@usc.edu>
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devin-ai-integration bot and others added 3 commits August 6, 2025 21:03
- Remove unused functions: getLocations and isRetryableError
- Fix gofumpt formatting issues in errors.go
- Add proper response body closing in addSSHKeyIdempotent
- Remove unused ctx parameter from handleLLAPIError
- Clean up imports to remove unused packages

All tests pass locally and linting issues are resolved.

Co-Authored-By: Alec Fong <alecsanf@usc.edu>
- Rename unused parameter 'resp' to '_' in handleLLAPIError
- Fix gofumpt formatting by removing trailing spaces in parseGPUFromDescription
- All tests pass locally and code compiles successfully

Co-Authored-By: Alec Fong <alecsanf@usc.edu>
- Remove unused handleLLAPIError function and net/http import from errors.go
- Fix indentation of inner for loop in instancetype.go line 43
- Remove extra blank lines before const and function declarations (lines 104, 151)
- All tests pass locally and code compiles successfully

Co-Authored-By: Alec Fong <alecsanf@usc.edu>
@theFong theFong closed this Aug 8, 2025
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