Commit 018fbee
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feat(logs): implementar Cassandra como storage centralizado de logs
Actualizar ADR-2025-004 para usar Apache Cassandra en lugar de MySQL
como storage centralizado de logs (Capas 2-3 de observabilidad).
## Cambios en ADR-2025-004
- Agregar Opcion 5: Apache Cassandra (Distributed Column Store)
- Cambiar decision: MySQL → Cassandra
- Justificacion: Write throughput >1M/s (vs MySQL ~10K/s = 100x mejor)
- Ventajas: Peer-to-peer (no SPOF), linear scaling, TTL nativo
- Schema CQL: keyspace logging, tables application_logs + infrastructure_logs
- Actualizar plan implementacion 6 fases para Cassandra
- Actualizar metricas validacion y criterios exito
## Scripts Implementados
1. **scripts/logging/cassandra_handler.py** (342 lineas)
- CassandraLogHandler: Async + batch logging handler Django
- Queue non-blocking + worker thread
- Batch inserts 100 logs/batch
- Performance: <0.1ms overhead per log
- TTL 90 dias automatico
2. **scripts/logging/cassandra_schema_setup.py** (265 lineas)
- Setup automatico keyspace y tables
- Schema CQL completo con TTL y compaction
- TimeWindowCompactionStrategy (diaria)
- Secondary indexes: level, logger, request_id, source
- Validation y stats
3. **scripts/logging/alert_on_errors.py** (267 lineas)
- Alerting basado en CQL queries cada 5 min (cron)
- Detecta: >10 ERROR/5min, >5 CRITICAL/5min
- Detecta: Logging loops (>100 logs/logger/5min)
- Notificaciones: Slack webhook, Email (TODO), log file
## Documentacion Nueva
**docs/gobernanza/ai/DORA_CASSANDRA_INTEGRATION.md** (500 lineas)
- Explica por que DORA NO es un agente (es metrics system)
- Arquitectura 3 capas independientes
- Integracion DORA + SDLCAgent + Cassandra
- Separation of concerns (SRP)
- Workflow completo feature deployment
- Request ID tracing entre capas
## Arquitectura 3 Capas
1. **DORA Metrics (Capa 1)** - Proceso desarrollo
- Storage: .dora_sdlc_metrics.json + MySQL (futuro)
- Mide: Lead Time, CFR, MTTR, DF
- Usado por: Tech Lead, Arquitecto (PDCA)
2. **Application Logs (Capa 2)** - Runtime Django
- Storage: Cassandra logging.application_logs
- Mide: Errores business logic, requests, queries
- Usado por: Developers, QA, SRE
3. **Infrastructure Logs (Capa 3)** - Sistema operativo
- Storage: Cassandra logging.infrastructure_logs
- Mide: Errores nginx, postgresql, mysql
- Usado por: DevOps, SysAdmin
## Relacion DORA vs SDLCAgent
- **SDLCAgent** = EJECUTOR (hace trabajo: planning, testing, deployment)
- **DORA** = MEDIDOR (registra metricas: Lead Time, CFR, MTTR)
- **Cassandra** = ALMACENADOR (guarda logs runtime: errores, requests)
Separation of concerns: SDLCAgent ejecuta → DORA mide → Cassandra almacena
## Cassandra vs MySQL
| Aspecto | Cassandra | MySQL |
|---------|-----------|-------|
| Write throughput | >1M/s | ~10K/s |
| SPOF | No (peer-to-peer) | Yes (master) |
| Horizontal scaling | Linear | Limited |
| TTL | Native | Manual partitioning |
## Referencias
- ADR-2025-003: DORA + SDLC Integration
- ADR-2025-004: Centralized Log Storage (actualizado)
- OBSERVABILITY_LAYERS.md: 3 capas independientes
- DORA_CASSANDRA_INTEGRATION.md: Integracion completa
## Pendiente
- P1: Instalar Cassandra cluster (3 nodes)
- P1: Configurar Django LOGGING con CassandraLogHandler
- P1: Setup cron alerting cada 5 min
- P2: Dashboard custom Django para browse logs
- P3: Infrastructure logs daemon1 parent 91dae82 commit 018fbee
5 files changed
Lines changed: 2029 additions & 211 deletions
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