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Component Groups

Component groups in Lunar help organize components by their functionality and purpose. Each component belongs to a specific group that defines its category and intended use.

Core System Components​

LUNAR​

Core components essential for the Lunar system's operation.

  • System initialization
  • Core workflows
  • Basic operations

UTILS​

General-purpose utility components.

  • Common operations
  • Helper functions
  • Basic data manipulation

Data Processing​

DATA_SCIENCE​

Components for data science operations.

  • Statistical analysis
  • Data modeling
  • Machine learning
  • Data cleaning

DATA_EXTRACTION​

Components for extracting data from various sources.

  • File parsing
  • Web scraping
  • API data extraction

DATA_TRANSFORMATION​

Components for transforming and processing data.

  • Data conversion
  • Data normalization
  • Feature engineering
  • Data aggregation

DATA_VISUALIZATION​

Components for creating visualizations.

  • Charts and graphs
  • Interactive visualizations
  • Data dashboards
  • Plot generation

AI and Machine Learning​

GENAI​

Components for generative AI capabilities.

  • Text generation
  • Image generation
  • Code generation
  • Content creation

NLP​

Components for natural language processing.

  • Text analysis
  • Sentiment analysis
  • Language translation
  • Text summarization

BIOMEDICAL​

Components for bio-medical data processing.

  • Medical data analysis
  • Genomic data processing
  • Medical imaging
  • Clinical data processing

System Integration​

DATABASES​

Components for database operations.

  • Database queries
  • Database management
  • Data indexing
  • Data storage

CODERS​

Components for code generation and manipulation.

  • Code generation
  • Code analysis
  • Code transformation
  • Code optimization

API_TOOLS​

Components for API integration.

  • API calls
  • API data processing
  • API authentication
  • API integration

IO​

Components for input/output operations.

  • File operations
  • Network operations
  • Stream processing
  • Data transfer

Specialized Components​

DATA_VECTORIZERS​

Components for data vectorization.

  • Text vectorization
  • Image vectorization
  • Data embedding
  • Feature extraction

MUSICGEN​

Components for music generation.

  • Music composition
  • Audio processing
  • Sound generation
  • Music analysis

CAUSAL_INFERENCE​

Components for causal inference.

  • Causal modeling
  • Causal analysis
  • Counterfactual reasoning
  • Causal inference

CUSTOM​

Components created by users for custom purposes.

  • User-defined operations
  • Custom workflows
  • Specialized processing
  • Custom integrations

Development and Testing​

SERVICES​

Components for system services.

  • Service management
  • Service integration
  • Service testing
  • Service monitoring

DEVELOPMENT​

Components for development and testing.

  • Debugging tools
  • Testing utilities
  • Development helpers
  • Code validation