// rtx-graph: Unified data+compute graph representation for RustyTorch++ // Phase 6: Self-Optimizing Platform // Production-ready implementation with strict TDD approach //! # RustyTorch++ Unified Graph System //! //! This crate provides a unified representation for both data processing operations (ETL-style) //! and compute operations (ML-style) within a single graph intermediate representation. //! //! ## Key Features //! - Unified data and compute operations in single IR //! - Graph optimization passes for performance //! - Parallel execution planning //! - Memory usage analysis and optimization //! - Serialization/deserialization support //! - Integration with RustyTorch++ runtime system //! //! ## Usage //! ```rust,ignore //! use rtx_graph::{GraphBuilder, DataOp, ComputeOp}; //! //! let mut builder = GraphBuilder::new(); //! //! // Add data operation //! let read_node = builder.add_data_op(DataOp::Read { //! source: "dataset.parquet".to_string(), //! format: "parquet".to_string(), //! schema: None, //! })?; //! //! // Add compute operation //! let tensor_node = builder.add_compute_op(ComputeOp::TensorLoad { //! data_node: read_node, //! shape: vec![1024, 768], //! dtype: "f32".to_string(), //! })?; //! //! let graph = builder.build()?; //! ``` pub mod error; pub mod evolution; pub mod execution; pub mod governance; pub mod graph; pub mod memory; pub mod operations; pub mod optimization; pub mod optimizer; pub mod serialization; pub mod telemetry; pub mod zerocopy; // Re-export main types for convenient access pub use error::{GraphError, Result}; pub use evolution::{ EvolutionFramework, EvolutionProposal, ExecutionResult, ProposalType, SandboxEnvironment, }; pub use execution::{ExecutionContext, ExecutionPlan}; pub use governance::{ AuditLogEntry, CompliancePolicy, GovernancePipeline, ProvenanceRecord, Sbom, SbomEntry, }; pub use graph::{Graph, GraphBuilder, GraphEdge, GraphNode, NodeId}; pub use memory::MemoryAnalysis; pub use operations::{ComputeOp, DataOp, OperationType}; pub use optimization::OptimizationPass; pub use optimizer::{ AbTest, OptimizationConfig, OptimizationDecision, SelfOptimizer, WorkloadPattern, }; pub use telemetry::{ BottleneckDetector, MetricType, PerformanceMetrics, RealTimeAnalyzer, TelemetryCollector, }; pub use zerocopy::{ GpuDevice, GpuDirectConfig, GpuMemoryRegion, RdmaConfig, TransferOperation, ZeroCopyError, ZeroCopyManager, ZeroCopyMetrics, }; // Additional exports pub use uuid::Uuid;