git.stella-ops.org/docs/modules/graph

StellaOps Graph

Graph Indexer + Graph API build the tenant-scoped knowledge graph that powers blast-radius analysis, provenance timelines, and saved-query automation across StellaOps. Cartographer has been retired as of 2025-10-30 (see docs/updates/2025-10-30-devops-governance.md); this module now owns ingestion, storage, overlays, and query surfaces for graph data.

Scope & responsibilities

• Ingest SBOM snapshots, advisory/VEX events, policy overlays, and runtime signals to maintain a first-party graph representation with deterministic node/edge identities.
• Serve APIs and saved-query tooling for impact analysis, dependency traversal, diffing, and policy/VEX overlays with explainable provenance.
• Supply Graph Explorer UI/CLI experiences, plus Offline Kit exports (nodes.jsonl, edges.jsonl, overlays/) with DSSE manifests for air-gapped replay. Analytics overlays are emitted as NDJSON (overlays/clusters.ndjson, overlays/centrality.ndjson) with deterministic ordering; Mongo-backed providers support production wiring.
• Maintain the Graph Index Canonical Schema and coordinate query/overlay lifecycle with Scheduler, Policy Engine, Vulnerability Explorer, and Export Center.

Architecture snapshot (Sprint 30 groundwork)

• Graph Indexer service — consumes SBOM (sbom_snapshot), advisory, and VEX events; normalises identifiers; persists into graph_nodes, graph_edges, graph_snapshots, and overlay caches with tenant partitions.
• Graph API service — exposes GET /graph/nodes, /graph/impact/{advisory}, /graph/query/saved, /graph/diff, and overlay endpoints with RBAC scopes defined in Authority (docs/updates/2025-10-26-authority-graph-scopes.md).
• Overlay & diff workers — materialise impact lists, saved-query caches, and signed diff manifests; feed Scheduler GraphBuildJob/GraphOverlayJob contracts (docs/updates/2025-10-26-scheduler-graph-jobs.md).
• Console & CLI integrations — planned modules deliver WebGL explorer, timeline viz, and CLI stella sbom graph ... commands aligned with implementation plan phases.
• Storage abstraction — supports document + adjacency (Mongo) or pluggable graph engine; both paths enforce deterministic ordering and export manifests.

Current workstreams (Q4 2025)

• GRAPH-SVC-30-00x (see src/Graph/StellaOps.Graph.Indexer/TASKS.md) — stand up Graph Indexer pipeline, identity registry, snapshot exports.
• Active sprint: docs/implplan/SPRINT_0141_0001_0001_graph_indexer.md (Runtime & Signals 140.A) — clustering/centrality jobs, incremental/backfill pipeline, determinism tests, packaging.
• GRAPH-API-30-00x — draft API planner/cost guard, streaming responses, and Authority scope integration.
• DOCS-GRAPH-24-003 & related backlog — author overview/API/query language docs; update this README again once those deliverables land.
• Deployment/DevOps follow-ups (DEVOPS-VEX-30-001, DEPLOY-VEX-30-001) coordinate dashboards, load tests, and Helm/Compose overlays for the graph stack.

Integrations & dependencies

• SBOM Service (Scanner WebService + Worker) produce sbom_snapshot events consumed by Graph Indexer.
• Concelier/Excititor contribute advisory + VEX edges; VEX Lens consensus overlays attach to graph nodes as attributes.
• Policy Engine & Scheduler trigger recompute jobs and consume overlays for risk/impact automation.
• Vulnerability Explorer & Console surface graph queries, saved views, and diff visualisations.
• Authority defines scopes (graph.viewer, graph.operator) and client registrations; secrets managed via existing platform patterns.

Data, observability & offline

• Collections/tables: graph_nodes, graph_edges, graph_snapshots, graph_saved_queries, graph_overlays_cache, append-only change logs for replay.
• Metrics: graph_ingest_lag_seconds, graph_nodes_total, graph_query_latency_seconds{queryId}, overlay/diff duration counters.
• Logs/traces: structured ETL logs, query planner traces, WebGL interaction telemetry (once UI lands).
• Offline bundles: deterministic nodes.jsonl, edges.jsonl, overlay manifests + DSSE signatures, consumable by Export Center and CLI mirroring.

Operations & runbook (Sprint 030)

• Dashboards: import Observability/graph-api-grafana.json (panels for latency, budget denials, overlay cache ratio, export latency). Apply tenant filter in every panel.
• Health checks: /healthz should be 200; search/query/paths/diff/export endpoints require X-Stella-Tenant, Authorization, and scopes (graph:read/query/export).
• Key metrics (new):
  • graph_tile_latency_seconds histogram (label route); alert when p95 > 1.5s for 5m.
  • graph_query_budget_denied_total counter (label reason); investigate spikes (>50 in 5m).
  • graph_overlay_cache_hits_total / graph_overlay_cache_misses_total; watch miss ratio > 0.4 for 10m.
  • graph_export_latency_seconds histogram (label format); alert when p95 > 2s for ndjson/graphml.
• Triage playbook:
  • Budget denials: lower default edges/nodes budget or guide callers to request smaller scopes; verify overlay includes are truly required.
  • Overlay cache misses: ensure cache TTL is ≥5m; check overlay service connectivity to Policy Engine; warm cache by replaying recent hot nodes.
  • Export slowness: reduce export Limit, offload PNG/SVG to worker, and confirm disk I/O headroom.
  • If alerts fire, capture tenant, route, cursor/budget values, and recent deploy SHA in incident note.

Key docs & updates

• architecture.md — inputs, pipelines, APIs, storage choices, observability, offline handling.
• implementation_plan.md — phased delivery roadmap, work breakdown, risks, test strategy.
• schema.md — canonical node/edge schema and attribute dictionary (keep in sync with indexer code).
• API surface: docs/api/graph-gateway-spec-draft.yaml (NDJSON tiles for /graph/search|query|paths|diff|export, budgets, overlays).
• Updates: docs/updates/2025-10-26-scheduler-graph-jobs.md, docs/updates/2025-10-26-authority-graph-scopes.md, docs/updates/2025-10-30-devops-governance.md for the latest decisions/dependencies.
• Index: see architecture-index.md for data model, ingestion pipeline, overlays/caches, events, and API/observability pointers.

Epic alignment

• Epic 5 – SBOM Graph Explorer: Graph Indexer, Graph API, saved queries, overlays, Console/CLI experiences, Offline Kit parity.
• Cross-epic ties: Policy reasoning (explain overlays), Scheduler recompute, Notify/Task Runner integration for graph incidents.