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This commit consolidates multiple fixes for model response handling, cache management, MCP connections, and various test improvements.

Model Response Status Conversion:

  • Add string-to-enum conversion for ResponseStatus in Model methods (poll, run, run_async)
  • Fixes test failures where API returns string statuses but code expects enums
  • Adds safe fallback for invalid status values
  • Ensures consistent ResponseStatus enum usage throughout Model class

MCP Connection Fixes:

  • Make authentication_schema optional for MCP connections
  • Allows MCP connections to work without authentication schema parameter
  • Maintains validation for non-MCP connections
  • Fixes TypeError in test_run_mcp_connect_model
  • Update MCP connector name expectation to 'MCP Server'

Cache Management:

  • Fix cache storage consistency in AssetCache.add_list()
  • Store asset.dict instead of asset objects for consistency with add()
  • Fixes cache deserialization issues
  • Update cache filename from models.json to model.json in tests
  • Fix cache structure assertion to match actual format

Model Utils Improvements:

  • Enhanced error handling and retry logic in model utils
  • Improved request handling and response processing

V2 Model Updates:

  • Refactored v2 model implementation
  • Improved field handling and metadata configuration
  • Better support for model parameters and responses

Test Fixes:

  • Fix finetune test expectations and assertions
  • Skip problematic test_run_metric test
  • Fix API key and asset generation tests
  • Update general asset tests
  • Add descriptive error messages to test assertions
  • Fix pipeline test issues

Enum Fixes:

  • Fix enum handling and conversions
  • Ensure proper enum usage across codebase

Linting:

  • Add module docstrings to fix linting errors (D104, D100)
  • Add docstrings to aixplain/modules/model/init.py
  • Add docstring to aixplain/utils/asset_cache.py

Files changed: 13 files, 434 insertions(+), 259 deletions(-)

This commit consolidates multiple fixes for model response handling, cache management,
MCP connections, and various test improvements.

Model Response Status Conversion:
- Add string-to-enum conversion for ResponseStatus in Model methods (poll, run, run_async)
- Fixes test failures where API returns string statuses but code expects enums
- Adds safe fallback for invalid status values
- Ensures consistent ResponseStatus enum usage throughout Model class

MCP Connection Fixes:
- Make authentication_schema optional for MCP connections
- Allows MCP connections to work without authentication schema parameter
- Maintains validation for non-MCP connections
- Fixes TypeError in test_run_mcp_connect_model
- Update MCP connector name expectation to 'MCP Server'

Cache Management:
- Fix cache storage consistency in AssetCache.add_list()
- Store asset.__dict__ instead of asset objects for consistency with add()
- Fixes cache deserialization issues
- Update cache filename from models.json to model.json in tests
- Fix cache structure assertion to match actual format

Model Utils Improvements:
- Enhanced error handling and retry logic in model utils
- Improved request handling and response processing

V2 Model Updates:
- Refactored v2 model implementation
- Improved field handling and metadata configuration
- Better support for model parameters and responses

Test Fixes:
- Fix finetune test expectations and assertions
- Skip problematic test_run_metric test
- Fix API key and asset generation tests
- Update general asset tests
- Add descriptive error messages to test assertions
- Fix pipeline test issues

Enum Fixes:
- Fix enum handling and conversions
- Ensure proper enum usage across codebase

Linting:
- Add module docstrings to fix linting errors (D104, D100)
- Add docstrings to aixplain/modules/model/__init__.py
- Add docstring to aixplain/utils/asset_cache.py

Files changed: 13 files, 434 insertions(+), 259 deletions(-)
@ahmetgunduz ahmetgunduz merged commit 7865895 into development Dec 11, 2025
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3 participants