refactor: improve maintainability and testability of Vertex.build_params
#5808
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CodSpeed Performance ReportMerging #5808 will degrade performances by 91.15%Comparing Summary
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…ng names - Introduced a new OpenAIModelComponent class to facilitate text generation using OpenAI's language models. - Implemented various input fields including max_tokens, model_kwargs, json_mode, model_name, openai_api_base, api_key, temperature, and seed for enhanced configurability. - Added methods for building the model and handling exceptions from OpenAI API calls. - This component enhances the existing framework by integrating OpenAI's capabilities, allowing users to generate text with customizable parameters.
…_model - Changed import statements in model_input_constants.py, __init__.py, and test_tool_calling_agent.py to reflect the new OpenAIModelComponent location. - This refactor improves code organization and clarity by ensuring consistent usage of the updated component structure.
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- Introduced a ValueError exception for invalid field types in the ParameterHandler class. - This change enhances robustness by ensuring that only valid field types are processed, improving error reporting for developers.
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- src/backend/tests/unit/graph/init.py: Evaluated as low risk
- src/backend/base/langflow/components/models/init.py: Evaluated as low risk
- src/backend/tests/unit/components/agents/test_tool_calling_agent.py: Evaluated as low risk
- src/backend/base/langflow/graph/vertex/base.py: Evaluated as low risk
- src/backend/base/langflow/base/models/model_input_constants.py: Evaluated as low risk
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This pull request introduces significant changes to the
langflowproject, focusing on refactoring the parameter handling logic in vertices and adding comprehensive tests for the new functionality. The most important changes include the introduction of a newParameterHandlerclass, refactoring thebuild_paramsmethod to use this new class, and adding tests to ensure the correctness of the new implementation.Refactoring and Code Simplification:
Introduction of
ParameterHandlerclass:ParameterHandlerclass insrc/backend/base/langflow/graph/vertex/param_handler.pyto handle parameter processing for vertices. This class centralizes the logic for processing edge and field parameters, improving code organization and maintainability.Refactoring
build_paramsmethod:build_paramsmethod insrc/backend/base/langflow/graph/vertex/base.pyto utilize the newParameterHandlerclass for processing edge and field parameters. This change simplifies the parameter handling logic and reduces code duplication.Code Cleanup:
src/backend/base/langflow/graph/vertex/base.pyfile by removing unused imports such asast,os, andpandas.Documentation:
src/backend/tests/__init__.py,src/backend/tests/unit/__init__.py,src/backend/tests/unit/graph/__init__.py, andsrc/backend/tests/unit/graph/vertex/__init__.py. [1] [2] [3] [4]Testing:
ParameterHandler:src/backend/tests/unit/graph/vertex/test_vertex_base.pyto verify the functionality of theParameterHandlerclass. This includes tests for edge parameter processing, file field processing, field skipping logic, non-list edge parameter processing, and handling optional fields.