Merged-redundat-classes,-harmonized-logger-usage

[leonvanbokhorst]

Summary by Sourcery

Refactor the codebase to improve modularity and consistency by introducing a BaseClass for logger usage, a Memory class for better data encapsulation, and a ThemeManager for theme evolution. Enhance the StoryPhysics and EnhancedInteractionEngine for more realistic simulations and interactions. Update the configuration to increase batch size for performance optimization.

Enhancements:

• Refactor classes to inherit from a new BaseClass for consistent logger usage across the codebase.
• Introduce a Memory class to encapsulate memory-related data, improving data handling and clarity.
• Refactor theme evolution logic into a dedicated ThemeManager class for better modularity and separation of concerns.
• Enhance the StoryPhysics class with additional parameters and logic for more realistic story motion simulation.
• Improve the EnhancedInteractionEngine to determine interaction types based on theme and emotional similarities.

Build:

• Increase the batch size in the configuration from 512 to 1024 for optimal performance.

[sourcery-ai]

Reviewer's Guide by Sourcery

This PR refactors the codebase to improve code organization, introduce better class hierarchies, and standardize logging practices. The changes include introducing a base class for consistent logging, implementing a new Memory dataclass for structured memory management, and reorganizing class relationships to reduce code duplication.

Sequence diagram for story interaction processing

sequenceDiagram
    participant Story1 as Story 1
    participant Story2 as Story 2
    participant Field as NarrativeField
    participant Engine as EnhancedInteractionEngine
    participant Manager as ThemeManager
    participant Memory as Memory

    Story1->>Engine: process_interaction(Story2)
    Engine->>Field: detect_resonance(Story1, Story2)
    Field-->>Engine: resonance
    Engine->>Manager: process_theme_interaction(Story1, Story2)
    Manager-->>Engine: theme_impact
    Engine->>Story1: update_perspective(Story2, ...)
    Story1->>Memory: add_memory(interaction_type, resonance, ...)
    Memory-->>Story1: memory added

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Updated class diagram for refactored classes

classDiagram
    class BaseClass {
        +logger
    }

    class Memory {
        +float timestamp
        +str interaction_type
        +float resonance
        +List~str~ themes
        +float emotional_impact
        +Optional~str~ partner_id
    }

    class StoryState {
        +List~str~ active_themes
        +int interaction_count
        +update(Memory memory)
    }

    class ThemeRelationshipMap {
        +get_theme_resonance(str theme1, str theme2) float
    }

    class ThemeEvolutionEngine {
        +update_theme_resonance(str theme, float resonance)
        +evolve_themes(Story story, interaction_history)
    }

    class Story {
        +List~Memory~ memory_layer
        +StoryState memory_state
        +add_memory(Memory memory)
        +evolve_themes(interaction_history)
    }

    class NarrativeField {
        +ThemeManager theme_manager
    }

    class ThemeManager {
        +ThemeRelationshipMap relationship_map
        +ThemeEvolutionEngine evolution_engine
        +process_theme_interaction(Story story1, Story story2)
        +evolve_themes(Story story, interaction_history)
    }

    BaseClass <|-- ThemeRelationshipMap
    BaseClass <|-- ThemeEvolutionEngine
    BaseClass <|-- Story
    BaseClass <|-- NarrativeField
    BaseClass <|-- ThemeManager
    Story --> StoryState
    Story --> Memory
    NarrativeField --> ThemeManager
    ThemeManager --> ThemeRelationshipMap
    ThemeManager --> ThemeEvolutionEngine
    ThemeEvolutionEngine --> Story
    ThemeRelationshipMap --> ThemeEvolutionEngine

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File-Level Changes

Change	Details	Files
Introduced a new BaseClass for standardized logging implementation	Created BaseClass with standardized logger initialization Updated multiple classes to inherit from BaseClass Standardized logger naming using class name	src/nfd_three_story_evolve.py
Implemented a new Memory dataclass for structured memory management	Created Memory dataclass with fields for timestamp, interaction type, resonance, themes, and emotional impact Updated memory-related operations to use the new Memory class Refactored memory handling in Story class	src/nfd_three_story_evolve.py
Reorganized class hierarchies and relationships	Split ThemeEvolutionEngine functionality into separate classes Created BaseInteractionEngine as parent class for interaction engines Improved separation of concerns in story and theme management	src/nfd_three_story_evolve.py
Enhanced physics simulation and story journey tracking	Improved story physics parameters and calculations Added enhanced journey analytics and emotional state tracking Implemented more sophisticated movement constraints	src/nfd_three_story_evolve.py
Updated configuration settings	Increased batch size from 512 to 1024 in optimal configuration	src/config.py

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[sourcery-ai]

Hey @leonvanbokhorst - I've reviewed your changes and they look great!

Here's what I looked at during the review

• 🟡 General issues: 2 issues found
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟡 Complexity: 1 issue found
• 🟢 Documentation: all looks good

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