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SCOM-based microservice boundary analysis from Jaeger traces

Project description

Changelog

v1.0.0 (2026-06-11)

Features

  • SCOM pipeline : computes Service-COhesion Metric from Jaeger traces (health filtering, endpoint extraction, DB table detection, endpoint-table mapping, threshold analysis, report generation)
  • CLI tool : mba / boundary-analyzer commands (run, setup, dashboard, teastore)
  • Auto-instrumentation : auto-detects Python microservices (FastAPI, Flask, Django), injects OpenTelemetry, collects traces via Jaeger, runs SCOM analysis
  • TeaStore support : Docker Compose deployment with OTel Java agent, traffic generator, trace exporter, full SCOM pipeline
  • Dashboard : interactive Dash web UI for SCOM results
  • LLM analysis (optional) : AI-powered narrative report via OpenRouter (Qwen), disabled by default

Improvements

  • Segment-based health matching (HEALTH_KEYWORDS) instead of fragile endswith/health/all, /auth/health, /ready/isready, /metrics (via http.target) correctly filtered
  • --skip-no-db-services flag to exclude stateless services (proxy, orchestrator, etc.) from SCOM ranking
  • run_teastore() function extracted for programmatic access

Bug fixes

  • MissingGreenlet in classroom-repository (added selectinload)
  • datetime timezone-aware comparison in enrollment-service
  • academic_year int→str conversion in enrollment-service
  • Scope bug in cleaned_parts variable in CLI cleanup logic
  • SQLAlchemy duplicate instrumentation (event listeners only, no SQLAlchemyInstrumentor/AsyncPGInstrumentor)
  • [project.scripts] whitespace in pyproject.toml

Tests

  • 74 tests total (58 existing + 16 TeaStore)
  • TeaStore synthetic fixtures (persistence-service with 5 tables, auth-service without DB)
  • 3 test classes : TeaStorePipelineTest, TeaStoreSkipNoDbTest, TeaStoreNoFilterTest

Infrastructure

  • CI via GitHub Actions (.github/workflows/ci.yml) — Python 3.11 × 3.12
  • mba CLI alias alongside boundary-analyzer
  • Version bump to 0.2.0

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