Phase 2: Real-time Processing Engine
🎯 Phase Objective
Implement Real-time Processing Engine as part of the overall plan: Plasma Instability Detection Module
🧠 Phase Context
This is Phase 2 of the implementation plan. It focuses on Real-time Processing Engine with an estimated duration of 6-8 hours.
📋 Implementation Tasks
Task Group 1: Core Implementation
Task Group 2: Quality Assurance
✅ Phase Acceptance Criteria
🧪 Phase Testing Strategy
Testing Approach:
Unit tests for individual functions and classes
Integration tests with existing SolarWindPy components
Physics validation tests (if applicable)
Performance benchmarks for critical paths
Test Categories:
Functional correctness
Edge case handling
Error condition management
Scientific accuracy validation
🔧 Phase Technical Requirements
Dependencies: Phase 1Duration: 6-8 hoursPriority: Phase 2 implementation
Technical Constraints:
Follow SolarWindPy hierarchical DataFrame patterns
Maintain SI unit conventions internally
Preserve NaN handling for missing data
Ensure backward compatibility
📂 Phase Affected Areas
Primary Impact:
Implementation area specific to Real-time Processing Engine
Secondary Impact:
Related testing modules
Documentation and examples
Integration points with existing functionality
📊 Phase Progress Tracking
Completion Status: 0% (0/10 tasks completed)
Progress Metrics:
💬 Phase Implementation Notes
Implementation Priority: Sequential execution recommendedKey Considerations:
🔄 Context Management Points
Session Boundaries:
Complete task groups as atomic units
Create compacted states after significant milestones
Preserve implementation decision rationale
Token Optimization:
Use structured progress updates
Link commits to specific tasks for efficient context
Maintain clear success criteria for each task
👤 Phase Completion Instructions
When Ready to Mark Complete:
Verify all acceptance criteria met
Update progress tracking to 100%
Link all commits to respective tasks
Update overview issue [Plan Overview]: Plasma Instability Detection Module #379
Create compacted state for session continuity
🔗 Related Issues
Plan Overview: #379 Dependencies: Phase 1Next Phase: Will be determined based on overall plan structure
This phase is part of the comprehensive GitHub Issues Plan Management System. Use structured task tracking to maintain implementation quality and progress visibility.
Phase 2: Real-time Processing Engine
🎯 Phase Objective
Implement Real-time Processing Engine as part of the overall plan: Plasma Instability Detection Module
🧠 Phase Context
This is Phase 2 of the implementation plan. It focuses on Real-time Processing Engine with an estimated duration of 6-8 hours.
📋 Implementation Tasks
Task Group 1: Core Implementation
Design and Architecture (Est: 2 hours) - Define technical approach and design patterns
<checksum>Core Implementation (Est: 4-6 hours) - Implement main functionality
<checksum>Integration Testing (Est: 2 hours) - Validate integration with existing system
<checksum>Task Group 2: Quality Assurance
Unit Tests (Est: 2 hours) - Create comprehensive test coverage
<checksum>Documentation (Est: 1 hour) - Update documentation and examples
<checksum>✅ Phase Acceptance Criteria
🧪 Phase Testing Strategy
Testing Approach:
Test Categories:
🔧 Phase Technical Requirements
Dependencies: Phase 1
Duration: 6-8 hours
Priority: Phase 2 implementation
Technical Constraints:
📂 Phase Affected Areas
Primary Impact:
Secondary Impact:
📊 Phase Progress Tracking
Completion Status: 0% (0/10 tasks completed)
Progress Metrics:
💬 Phase Implementation Notes
Implementation Priority: Sequential execution recommended
Key Considerations:
🔄 Context Management Points
Session Boundaries:
Token Optimization:
👤 Phase Completion Instructions
When Ready to Mark Complete:
🔗 Related Issues
Plan Overview: #379
Dependencies: Phase 1
Next Phase: Will be determined based on overall plan structure
This phase is part of the comprehensive GitHub Issues Plan Management System. Use structured task tracking to maintain implementation quality and progress visibility.