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Graph Analytics Engine

Module

Graph

Status

IMPLEMENTED

Description

Graph analytics with engine, pipeline, DI extensions, and Postgres persistence for analytics results.

Implementation Details

  • Analytics engine: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsEngine.cs -- core graph analytics computation engine
  • Analytics pipeline: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsPipeline.cs -- multi-stage analytics pipeline orchestration
  • Hosted service: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsHostedService.cs -- background service running analytics on schedule
  • Analytics types: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsTypes.cs -- clustering, centrality, and analytics result types
  • Metrics: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsMetrics.cs -- Prometheus-compatible analytics execution metrics
  • Options: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsOptions.cs -- configurable analytics parameters
  • Writer options: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsWriterOptions.cs -- result persistence configuration
  • Overlay exporter: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphOverlayExporter.cs -- exports analytics results as graph overlays
  • In-memory writer: src/Graph/StellaOps.Graph.Indexer/Analytics/InMemoryGraphAnalyticsWriter.cs -- test analytics writer
  • In-memory snapshot: src/Graph/StellaOps.Graph.Indexer/Analytics/InMemoryGraphSnapshotProvider.cs -- test snapshot provider
  • DI extensions: src/Graph/StellaOps.Graph.Indexer/Analytics/GraphAnalyticsServiceCollectionExtensions.cs -- DI registration
  • Postgres persistence: src/Graph/__Libraries/StellaOps.Graph.Indexer.Persistence/Postgres/Repositories/PostgresGraphAnalyticsWriter.cs -- PostgreSQL analytics result storage
  • Tests: src/Graph/__Tests/StellaOps.Graph.Indexer.Tests/GraphAnalyticsEngineTests.cs, GraphAnalyticsPipelineTests.cs, GraphOverlayExporterTests.cs, GraphAnalyticsTestData.cs
  • Source: Feature matrix scan

E2E Test Plan

  • Verify analytics engine computes clustering and centrality scores
  • Test pipeline executes multi-stage analytics in correct order
  • Verify hosted service runs analytics on configured schedule
  • Test Postgres persistence stores analytics results correctly
  • Verify overlay exporter generates valid overlay data from analytics