UniversalAnalyzer.hpp File Reference

Modern, digital-first universal analyzer framework for Maya Flux. More...

#include "MayaFlux/Yantra/ComputeOperation.hpp"

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Classes
class	MayaFlux::Yantra::UniversalAnalyzer< InputType, OutputType >
	Template-flexible analyzer base with instance-defined I/O types. More...

Namespaces
namespace	MayaFlux
	Main namespace for the Maya Flux audio engine.
namespace	MayaFlux::Yantra

Typedefs
template<ComputeData OutputType = std::vector<Kakshya::DataVariant>>
using	MayaFlux::Yantra::DataAnalyzer = UniversalAnalyzer< std::vector< Kakshya::DataVariant >, OutputType >
	Analyzer that takes DataVariant and produces DataVariant.
template<ComputeData OutputType = std::shared_ptr<Kakshya::SignalSourceContainer>>
using	MayaFlux::Yantra::ContainerAnalyzer = UniversalAnalyzer< std::shared_ptr< Kakshya::SignalSourceContainer >, OutputType >
	Analyzer for signal container processing.
template<ComputeData OutputType = Kakshya::Region>
using	MayaFlux::Yantra::RegionAnalyzer = UniversalAnalyzer< Kakshya::Region, OutputType >
	Analyzer for region-based analysis.
template<ComputeData OutputType = Kakshya::RegionGroup>
using	MayaFlux::Yantra::RegionGroupAnalyzer = UniversalAnalyzer< Kakshya::RegionGroup, OutputType >
	Analyzer for region group processing.
template<ComputeData OutputType = std::vector<Kakshya::RegionSegment>>
using	MayaFlux::Yantra::SegmentAnalyzer = UniversalAnalyzer< std::vector< Kakshya::RegionSegment >, OutputType >
	Analyzer for segment processing.
template<ComputeData InputType = std::vector<Kakshya::DataVariant>>
using	MayaFlux::Yantra::MatrixAnalyzer = UniversalAnalyzer< InputType, Eigen::MatrixXd >
	Analyzer that produces Eigen matrices.
template<ComputeData InputType = std::vector<Kakshya::DataVariant>>
using	MayaFlux::Yantra::VectorAnalyzer = UniversalAnalyzer< InputType, Eigen::VectorXd >
	Analyzer that produces Eigen vectors.

Enumerations
enum class	MayaFlux::Yantra::AnalysisType : uint8_t {   MayaFlux::Yantra::STATISTICAL , MayaFlux::Yantra::SPECTRAL , MayaFlux::Yantra::TEMPORAL , MayaFlux::Yantra::SPATIAL ,   MayaFlux::Yantra::FEATURE , MayaFlux::Yantra::PATTERN , MayaFlux::Yantra::TRANSFORM , MayaFlux::Yantra::CUSTOM }
	Categories of analysis operations for discovery and organization. More...
enum class	MayaFlux::Yantra::AnalysisGranularity : uint8_t { MayaFlux::Yantra::RAW_VALUES , MayaFlux::Yantra::ATTRIBUTED_SEGMENTS , MayaFlux::Yantra::ORGANIZED_GROUPS , MayaFlux::Yantra::SUMMARY_STATISTICS }
	Output granularity control for analysis results. More...

Detailed Description

Modern, digital-first universal analyzer framework for Maya Flux.

This header defines the core analyzer abstractions for the Maya Flux ecosystem, enabling robust, type-safe, and extensible analysis pipelines for multi-dimensional data. The design is inspired by digital-first, data-driven conventions, avoiding analog metaphors and focusing on composability, introspection, and future-proof extensibility.

Key Features:

• Unified input/output variants: Supports raw data, containers, regions, and segments.
• Type-safe, concept-based analyzers: Uses C++20 concepts and std::variant for strict type safety.
• Granularity control: Flexible output granularity for raw values, attributed segments, or organized groups.
• Composable operations: Integrates with ComputeMatrix and processing chains for scalable workflows.
• Parameterization and introspection: Dynamic configuration and runtime method discovery.

This abstraction is foundational for building advanced, maintainable, and scalable analysis architectures in digital-first, data-centric applications.

Definition in file UniversalAnalyzer.hpp.