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🏛️ Source of Truth - DataOps & SignalCore Infrastructure

📋 Overview

This document serves as the single source of truth for all DataOps and SignalCore infrastructure components, connection details, and operational procedures.

🗂️ Directory Structure 

/data/adaptai/
├── secrets/                    # Connection guides & credentials
│   ├── SOURCE_OF_TRUTH.md      # This file
│   ├── signalcore/             # SignalCore components
│   └── dataops/                # DataOps components
├── signalcore/                 # SignalCore operational files
└── dataops/                    # DataOps operational files

🔗 Quick Access Links

DataOps Core Services

Service Port Purpose Status Connection Guide
Qdrant 17000 Vector database ✅ Operational qdrant_connection.md
JanusGraph + ScyllaDB 17002/17542 Graph database ✅ Operational janusgraph_cassandra_connection.md
DragonFly Cluster 18000-18002 Cache cluster ✅ Operational dragonfly_connection.md
Redis Cluster 18010-18012 Persistent cache ✅ Operational redis_cluster_connection.md
NATS 18222/18222 Messaging system ✅ Operational nats_connection.md
PostgreSQL 5432 Structured data ✅ Operational nova_services_connection.md
MongoDB 27017 Document storage ✅ Operational nova_services_connection.md
ChromaDB 8000 Semantic memory ✅ Operational nova_services_connection.md

SignalCore Messaging & Streaming

Service Port Purpose Status Connection Guide
NATS 18222/18222 Messaging system ✅ Operational nats_connection.md
Apache Pulsar 18650/18880 Event streaming ✅ Operational pulsar_connection.md
Apache Flink 8081 Stream processing ✅ Operational flink_connection.md
Apache Ignite 10800/11211 In-memory data grid ✅ Operational ignite_connection.md
RocksDB N/A Embedded storage ✅ Operational rocksdb_connection.md

🚀 Health Check Commands

DataOps Services 

# Qdrant
curl http://localhost:17000/collections

# JanusGraph  
netstat -tln | grep 17002

# ScyllaDB (via HAProxy)
cqlsh localhost 17542 -e "DESCRIBE KEYSPACES"

# DragonFly
redis-cli -p 18000 ping

# Redis Cluster  
redis-cli -p 18010 cluster info

# NATS
curl http://localhost:18222/connz

# PostgreSQL
pg_isready -h localhost -p 5432

# MongoDB
mongosh --eval "db.adminCommand('ping')" --quiet

# ChromaDB
curl http://localhost:8000/api/v1/heartbeat

SignalCore Services 

# NATS
curl http://localhost:18222/varz
nats stream ls

# Apache Pulsar
curl http://localhost:18880/admin/v2/clusters

# Apache Flink
curl http://localhost:8081/overview

# Apache Ignite
curl http://localhost:10800/ignite?cmd=version

📊 Service Status Dashboard

✅ Operational Services (All processes)

  • DataOps Core: All services operational
  • Nova Required: All services operational
  • SignalCore: All services operational
  • Total Operational: All services operational

🛠️ Installation & Management

DataOps Responsibilities

  • All data persistence services
  • Backup and disaster recovery
  • Performance optimization and scaling
  • Service monitoring and alerting
  • Data integrity and availability

SignalCore Responsibilities (Managed by DataOps)

  • Messaging systems (NATS, Pulsar)
  • Stream processing (Flink)
  • In-memory data grids (Ignite)
  • Embedded storage (RocksDB)
  • Event streaming infrastructure

📝 Connection Guides Location

DataOps Guides

  • /data/adaptai/secrets/dataops/ - All DataOps connection guides
    • dragonfly_connection.md - DragonFly cache cluster
    • janusgraph_cassandra_connection.md - Graph database
    • nova_services_connection.md - Nova required services
    • qdrant_connection.md - Vector database
    • redis_cluster_connection.md - Redis cluster

SignalCore Guides

  • /data/adaptai/secrets/signalcore/ - All SignalCore connection guides
    • nats_connection.md - NATS messaging system
    • pulsar_connection.md - Apache Pulsar (pending)
    • flink_connection.md - Apache Flink (pending)
    • ignite_connection.md - Apache Ignite (pending)
    • rocksdb_connection.md - RocksDB (pending)

🔧 Maintenance Procedures

Regular Backups 

# Daily backups to /data/adaptai/backups/
mkdir -p /data/adaptai/backups/$(date +%Y%m%d)

# PostgreSQL
pg_dumpall > /data/adaptai/backups/postgresql_backup.sql

# MongoDB  
mongodump --out=/data/adaptai/backups/mongodb_backup/

# Redis Cluster
redis-cli -p 18010 SAVE
cp /data/adaptai/platform/dbops/data/redis/node*/dump.rdb /data/adaptai/backups/

# NATS JetStream
rsync -av /data/adaptai/platform/dbops/data/nats/ /data/adaptai/backups/nats-$(date +%Y%m%d)/

Monitoring

  • Check service status every 5 minutes
  • Monitor disk usage on /data partition
  • Watch memory usage for each service
  • Set up alerts for service failures

🆘 Emergency Recovery

If services fail:

  1. Check logs in respective service directories
  2. Verify disk space: df -h /data
  3. Check memory: free -h
  4. Restart services using scripts in /home/x/adaptai/dataops/scripts/

📞 Support & Ownership

DataOps Lead

  • Name: Atlas
  • Role: Head of DataOps
  • Location: Phoenix, Arizona
  • Status: All DataOps and SignalCore services operational

SignalCore Lead

  • Name: SignalCore Specialist (TBD)
  • Role: Communications & Messaging Specialist
  • Integration: Managed by DataOps for infrastructure

🔄 Integration Points

Nova Memory Layer

  • Nova instances use Qdrant for vector memory storage
  • Integration code: /data/home/x/adaptai/novas/Novacore-quartz/nova_memory_integration.py
  • Nova identities stored in: /data/home/x/adaptai/novas/identities/

Event Streaming

  • NATS streams: nova.> subjects for all Nova events
  • Pulsar topics: Integrated with Nova event streaming
  • Flink processing: Real-time stream analysis

📋 Port Allocations

DataOps Ports (17000-18000)

  • 17000-17005: Core DataOps services
  • 18000-18002: DragonFly cluster
  • 18010-18012: Redis cluster

SignalCore Ports (18000-19000)

  • 18222: NATS client connections and monitoring
  • 18650: Pulsar broker
  • 18880: Pulsar admin HTTP
  • 8081: Flink dashboard
  • 10800: Ignite REST
  • 11211: Ignite memcached

Nova Ports (20000+)

  • 20000+: Nova instances (managed by MLOps)
  • Coordination required before port usage

🚨 Critical Notes

Security

  • ❗ All services bound to localhost only
  • ❗ No authentication configured (development)
  • ❗ Regular backup procedures needed
  • ❗ Monitor disk usage on /data partition
  • ❗ Consider adding authentication for production

Operational Constraints

  • No Docker/K8s: Everything runs on bare metal
  • Use /data partition: All services must use /data for SSD performance
  • Service persistence: Services must survive reboots
  • Memory limits: Respect configured memory limits to prevent OOM
  • Port management: Coordinate with MLOps before using ports 20000+

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Maintained by: Atlas, Head of DataOps
Last Updated: September 4, 2025
Security Level: INTERNAL USE ONLY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🔄 Integration Points

Nova Memory Layer

  • Nova instances use Qdrant for vector memory storage
  • Integration code: /data/home/x/adaptai/novas/Novacore-quartz/nova_memory_integration.py
  • Nova identities stored in: /data/home/x/adaptai/novas/identities/

Event Streaming

  • NATS streams: nova.> subjects for all Nova events
  • Pulsar topics: Will integrate with Nova event streaming
  • Flink processing: Real-time stream analysis

📋 Port Allocations

DataOps Ports (17000-18000)

  • 17000-17005: Core DataOps services
  • 18000-18002: DragonFly cluster
  • 18010-18012: Redis cluster

SignalCore Ports (18000-19000)

  • 18222: NATS client connections and monitoring
  • 18650: Pulsar broker
  • 18880: Pulsar admin HTTP
  • 8081: Flink dashboard
  • 10800: Ignite REST
  • 11211: Ignite memcached

Nova Ports (20000+)

  • 20000+: Nova instances (managed by MLOps)
  • Coordination required before port usage

🚨 Critical Notes

Security

  • ❗ All services bound to localhost only
  • ❗ No authentication configured (development)
  • ❗ Regular backup procedures needed
  • ❗ Monitor disk usage on /data partition
  • ❗ Consider adding authentication for production

Operational Constraints

  • No Docker/K8s: Everything runs on bare metal
  • Use /data partition: All services must use /data for SSD performance
  • Service persistence: Services must survive reboots
  • Memory limits: Respect configured memory limits to prevent OOM
  • Port management: Coordinate with MLOps before using ports 20000+

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Maintained by: Atlas, Head of DataOps
Last Updated: August 24, 2025
Security Level: INTERNAL USE ONLY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━