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PostgreSQL Logical Replication: AI-Optimized Technical Reference

Configuration Requirements

Critical Settings That Actually Work

  • wal_level = logical (REQUIRED): Increases WAL volume by 10-30%, restart required
  • max_replication_slots: Set to 2-3x planned subscriptions to avoid connection limits
  • max_wal_senders: Match max_replication_slots value
  • sync_replication_slots = on (PostgreSQL 17+): Enables slot failover survival

Authentication Setup

  • Create dedicated replication user with REPLICATION and CREATE privileges
  • Configure pg_hba.conf with replication access
  • Use sslmode=require in connection strings (non-negotiable for production)

Critical Failure Modes and Solutions

WAL Disk Space Exhaustion (Production Killer)

Cause: Logical replication slots prevent WAL cleanup until all subscribers catch up
Impact: Server death when disk fills, typically at 3am
Detection: Monitor pg_replication_slots.restart_lsn lag vs current WAL position
Solution:

  • Emergency: Drop stuck slots with SELECT pg_drop_replication_slot('slot_name')
  • Prevention: Alert on slot lag before disk fills

Tables Without Primary Keys (Performance Destroyer)

Impact: REPLICA IDENTITY FULL sends entire row for every UPDATE
Performance Cost: WAL volume increases 5-6x on busy tables
Solutions:

  • Add primary key (preferred)
  • Create unique index
  • Accept massive WAL overhead

Sequence Drift (Failover Killer)

Cause: Logical replication doesn't sync sequences
Impact: Primary key conflicts on failover to subscriber
Frequency: Happens on every failover
No automatic solution: Manual sequence synchronization required

Resource Requirements and Constraints

Network and Connection Impact

  • Each subscription requires dedicated connection to publisher
  • Network hiccups cause apply lag that compounds quickly
  • Connection limits multiply with number of subscriptions

CPU and Performance

  • WAL decoding uses CPU cycles on publisher
  • Lighter disk I/O than streaming replication
  • Higher CPU usage visible on busy systems with walsender processes

Time Investment

  • Setup complexity: Moderate (higher than streaming replication)
  • Learning curve: Steep for users coming from streaming replication
  • Initial sync: Hours to days on large tables

Version Compatibility and Limitations

Cross-Version Support

  • Works between PostgreSQL versions 9.4+
  • Major advantage over streaming replication (same version requirement)
  • Successfully tested: PostgreSQL 11 → 15, 13 → 16

Unsupported Features

  • Schema changes (DDL) don't replicate automatically
  • Large objects and TOAST columns not supported
  • TRUNCATE not supported before PostgreSQL 11
  • No automatic conflict resolution

PostgreSQL 17 Improvements (Released September 26, 2024)

Fixed Critical Issues

  • Failover slot synchronization: Slots survive primary failover
  • pg_createsubscriber utility: Convert physical standbys without rebuild
  • pg_upgrade preservation: Logical replication survives major upgrades

Reliability Assessment

  • Early testing shows promise
  • Historical PostgreSQL "fixes" have introduced new problems
  • Production validation still ongoing

Production Monitoring Requirements

Essential Metrics to Alert On

-- Slot lag monitoring (CRITICAL ALERT)
SELECT slot_name, active,
       pg_size_pretty(pg_wal_lsn_diff(pg_current_wal_lsn(), restart_lsn)) as behind
FROM pg_replication_slots WHERE slot_type = 'logical';

-- Apply worker status
SELECT * FROM pg_stat_subscription;

Break-Glass Procedures

  • Apply worker restart: ALTER SUBSCRIPTION sub_name REFRESH PUBLICATION
  • Emergency slot cleanup: SELECT pg_drop_replication_slot('dead_slot_name')
  • Full replication restart: Drop subscription, recreate from scratch

Decision Criteria: When to Use vs Alternatives

Use Case Logical Replication Physical Streaming Assessment
Cross-version migration ✓ Essential ✗ Not supported Only viable option
Selective table sync ✓ Perfect fit ✗ All-or-nothing Major advantage
Writable replicas ✓ Fully writable ✗ Read-only Unique capability
High availability ✗ Complex ✓ Near-instant Streaming preferred
Multi-region compliance ✓ Row filtering ✗ No filtering Logical required

Common Implementation Mistakes

Setup Errors

  • Using superuser instead of dedicated replication user
  • Forgetting to add tables to publication
  • Not coordinating DDL changes between publisher and subscriber
  • Missing SSL configuration in production

Operational Failures

  • No monitoring of slot lag (leads to disk space exhaustion)
  • Large transaction batches (crashes apply workers)
  • Inadequate connection limits planning
  • No backup procedures for stuck replication scenarios

Real-World Performance Impact

WAL Volume Examples

  • Normal table with primary key: Minimal overhead
  • Table with REPLICA IDENTITY FULL: 5-6x WAL increase on busy systems
  • Monitoring graphs show "hockey stick" pattern when misconfigured

Operational Complexity Comparison

  • Streaming replication: "Turn on replication and it works"
  • Logical replication: "Gotchas, edge cases, and plenty of ways to break things"
  • Pain factor: High (lots of moving parts vs medium for streaming)

Emergency Troubleshooting Decision Tree

  1. Changes not appearing on subscriber:

    • Check table in publication (90% of cases)
    • Verify publication filters
    • Confirm table has replication identity
    • Check pg_stat_subscription for errors
  2. Disk space filling rapidly:

    • Check slot lag immediately
    • Drop inactive/stuck slots
    • Restart failed subscribers
  3. Apply workers crashing:

    • Check for unique constraint conflicts
    • Verify data type compatibility
    • Look for large transaction processing
  4. Network connectivity issues:

    • Each subscription needs persistent connection
    • Apply lag compounds quickly on network hiccups
    • Connection multiplier effect vs single streaming connection

This technical reference contains all actionable intelligence needed for logical replication implementation, troubleshooting, and operational decision-making without the editorial content from the original source.

Useful Links for Further Investigation

Essential PostgreSQL Logical Replication Resources

LinkDescription
PostgreSQL Logical Replication DocumentationThe official docs. Comprehensive but assumes you already know what you're doing (you probably don't). Essential reading for understanding core concepts, but prepare to read it three times before it clicks. Written by people who've never debugged this shit at 3am.
Logical Replication ArchitectureDetailed technical documentation of walsender, apply workers, and publication-subscription internals. Critical for troubleshooting and performance optimization.
CREATE PUBLICATIONOfficial syntax and examples for creating publications, including table filtering and operation restrictions introduced in recent PostgreSQL versions.
CREATE SUBSCRIPTIONComplete subscription configuration reference with connection parameters, slot management, and synchronization options.
PostgreSQL 17 Release NotesComprehensive coverage of PostgreSQL 17 logical replication enhancements including failover slot synchronization, pg_createsubscriber utility, and pg_upgrade improvements.
pg_createsubscriber DocumentationOfficial documentation for the new utility that converts physical standby servers to logical subscribers, simplifying migration scenarios.
Logical Replication Features in PostgreSQL 17In-depth analysis of PostgreSQL 17 logical replication improvements with practical examples and migration strategies.
pg_stat_replication ViewOfficial documentation for monitoring replication connections, lag, and WAL sender statistics essential for logical replication health checks.
pg_replication_slots ViewCritical system view for monitoring logical replication slot status, WAL retention, and identifying stuck or inactive slots.
pgAdmin Logical Replication ManagementPopular PostgreSQL administration tool with built-in logical replication monitoring and management capabilities for publications and subscriptions.
EnterpriseDB Logical Replication BasicsActually useful tutorial unlike most of them. Practical examples that work in the real world, from people who actually understand PostgreSQL internals.
Severalnines Logical Replication OverviewComprehensive tutorial covering logical replication setup, use cases, and limitations with practical implementation examples.
PostgreSQL Logical Replication TutorialStep-by-step guide that actually includes the troubleshooting you'll need when things inevitably break. Plan to spend a weekend reading through these if you're serious about logical replication. Coffee required.
pglogical ExtensionAdvanced logical replication solution providing additional features like multi-master support, conflict resolution, and enhanced DDL replication capabilities.
Postgres-BDR DocumentationEnterprise-grade bi-directional replication built on logical replication foundations, offering conflict resolution and multi-master capabilities.
WAL-G Backup IntegrationOpen-source archival and restore tool with logical replication slot backup support for disaster recovery scenarios.
PostgreSQL Wiki: Tuning Your PostgreSQL ServerEssential performance tuning guide including logical replication-specific considerations for WAL configuration and resource allocation.
Logical Replication Performance ConsiderationsTechnical deep-dive into logical replication performance characteristics, bottlenecks, and optimization strategies.
pgbench Logical Replication TestingOfficial benchmarking tool documentation with examples for testing logical replication performance under various workloads.
AWS RDS Logical ReplicationAmazon RDS-specific guidance for configuring logical replication including parameter groups and cross-region replication scenarios.
Azure Database for PostgreSQL Logical ReplicationMicrosoft Azure documentation covering logical replication setup and limitations in managed PostgreSQL environments.
Google Cloud SQL Logical ReplicationGoogle Cloud Platform-specific logical replication configuration and monitoring guidance for managed PostgreSQL instances.
PostgreSQL Security DocumentationOfficial security guidelines including logical replication-specific considerations for user privileges, network security, and SSL configuration.
pg_hba.conf ConfigurationEssential authentication configuration documentation for securing logical replication connections between publisher and subscriber nodes.

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