666 lines
22 KiB
Markdown
666 lines
22 KiB
Markdown
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# PostgreSQL Task Service
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## Overview
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The PostgreSQL task service provides a complete installation and configuration of [PostgreSQL](https://www.postgresql.org/), one of the world's most advanced open-source relational database systems. PostgreSQL offers enterprise-class performance, reliability, and feature robustness, making it suitable for applications ranging from single-machine applications to large internet-facing applications with many concurrent users.
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## Features
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### Core Database Features
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- **ACID Compliance** - Full ACID (Atomicity, Consistency, Isolation, Durability) compliance
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- **Advanced SQL Support** - Comprehensive SQL standards compliance with extensions
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- **Data Types** - Rich set of native data types including JSON, XML, arrays, and custom types
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- **Indexing** - Multiple indexing strategies (B-tree, Hash, GiST, SP-GiST, GIN, BRIN)
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- **Full Text Search** - Built-in full-text search capabilities
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### Advanced Features
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- **Stored Procedures** - Support for multiple procedural languages (PL/pgSQL, PL/Python, etc.)
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- **Triggers** - Advanced trigger system for data integrity and automation
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- **Views & Materialized Views** - Complex view support including updatable and materialized views
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- **Common Table Expressions (CTEs)** - Recursive and non-recursive CTEs
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- **Window Functions** - Advanced analytical functions
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### High Availability & Scalability
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- **Streaming Replication** - Built-in master-slave replication
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- **Logical Replication** - Selective data replication and multi-master scenarios
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- **Point-in-Time Recovery (PITR)** - Continuous archiving and point-in-time recovery
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- **Connection Pooling** - Built-in connection pooling with pgBouncer integration
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- **Partitioning** - Table partitioning for large datasets
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### Security Features
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- **Authentication Methods** - Multiple authentication methods (md5, scram-sha-256, LDAP, etc.)
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- **Role-Based Access Control** - Granular permission system with roles and privileges
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- **Row Level Security (RLS)** - Fine-grained access control at the row level
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- **Encryption** - Data encryption at rest and in transit
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- **SSL/TLS Support** - Secure connections with certificate authentication
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### Monitoring & Management
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- **Statistics Collector** - Comprehensive database statistics and performance metrics
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- **Query Planner** - Advanced query optimization and execution planning
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- **Auto-vacuum** - Automatic maintenance and optimization
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- **Extensions** - Rich ecosystem of extensions (PostGIS, TimescaleDB, etc.)
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- **Backup & Recovery** - Multiple backup strategies and recovery options
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## Configuration
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### Basic Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres"
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postgres_version: "15"
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vers_num: 15
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run_path: "/usr/bin/psql"
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lib_path: "/var/lib/postgresql"
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data_path: "/var/lib/postgresql/15/main"
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etc_path: "/etc/postgresql"
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config_file: "postgresql.conf"
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run_user: "postgres"
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run_group: "postgres"
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run_user_home: "/var/lib/postgresql"
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}
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```
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### Production Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres"
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postgres_version: "15"
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vers_num: 15
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run_path: "/usr/bin/psql"
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lib_path: "/var/lib/postgresql"
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data_path: "/var/lib/postgresql/15/main"
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etc_path: "/etc/postgresql"
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config_file: "postgresql.conf"
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run_user: "postgres"
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run_group: "postgres"
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run_user_home: "/var/lib/postgresql"
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performance: {
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max_connections: 200
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shared_buffers: "256MB"
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effective_cache_size: "1GB"
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maintenance_work_mem: "64MB"
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checkpoint_completion_target: 0.9
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wal_buffers: "16MB"
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default_statistics_target: 100
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random_page_cost: 1.1
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effective_io_concurrency: 200
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work_mem: "4MB"
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min_wal_size: "1GB"
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max_wal_size: "4GB"
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}
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security: {
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ssl: true
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ssl_cert_file: "/etc/ssl/certs/postgresql.crt"
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ssl_key_file: "/etc/ssl/private/postgresql.key"
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password_encryption: "scram-sha-256"
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row_security: true
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log_connections: true
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log_disconnections: true
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log_statement: "all"
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}
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backup: {
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enabled: true
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wal_level: "replica"
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archive_mode: true
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archive_command: "cp %p /var/lib/postgresql/15/archive/%f"
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max_wal_senders: 3
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checkpoint_segments: 32
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}
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}
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```
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### High-Availability Master Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres-master"
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postgres_version: "15"
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vers_num: 15
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# ... base configuration
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replication: {
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role: "master"
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wal_level: "replica"
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max_wal_senders: 10
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max_replication_slots: 10
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synchronous_standby_names: "standby1,standby2"
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synchronous_commit: "on"
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hot_standby: false
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archive_mode: true
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archive_command: "cp %p /var/lib/postgresql/15/archive/%f"
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restore_command: "cp /var/lib/postgresql/15/archive/%f %p"
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archive_timeout: 300
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}
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monitoring: {
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log_min_duration_statement: 1000
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log_checkpoints: true
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log_connections: true
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log_disconnections: true
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log_lock_waits: true
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log_temp_files: 10485760
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track_activities: true
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track_counts: true
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track_io_timing: true
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track_functions: "all"
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}
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performance: {
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max_connections: 500
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shared_buffers: "2GB"
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effective_cache_size: "6GB"
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maintenance_work_mem: "256MB"
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work_mem: "8MB"
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wal_buffers: "64MB"
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checkpoint_completion_target: 0.9
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max_wal_size: "8GB"
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min_wal_size: "2GB"
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random_page_cost: 1.1
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effective_io_concurrency: 300
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}
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}
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```
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### High-Availability Standby Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres-standby"
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postgres_version: "15"
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vers_num: 15
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# ... base configuration
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replication: {
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role: "standby"
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hot_standby: true
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max_standby_archive_delay: "30s"
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max_standby_streaming_delay: "30s"
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hot_standby_feedback: true
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primary_conninfo: "host=postgres-master port=5432 user=replicator password=replicator_password application_name=standby1"
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restore_command: "cp /var/lib/postgresql/15/archive/%f %p"
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recovery_target_timeline: "latest"
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standby_mode: true
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trigger_file: "/var/lib/postgresql/15/promote"
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}
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performance: {
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max_connections: 300
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shared_buffers: "2GB"
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effective_cache_size: "6GB"
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work_mem: "8MB"
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}
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}
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```
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### Development Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres-dev"
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postgres_version: "15"
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vers_num: 15
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# ... base configuration
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development: {
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log_statement: "all"
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log_min_duration_statement: 0
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log_line_prefix: "%t [%p]: [%l-1] user=%u,db=%d,app=%a,client=%h "
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log_checkpoints: true
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log_connections: true
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log_disconnections: true
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log_lock_waits: true
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deadlock_timeout: "1s"
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log_temp_files: 0
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}
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performance: {
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max_connections: 50
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shared_buffers: "128MB"
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effective_cache_size: "512MB"
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work_mem: "2MB"
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maintenance_work_mem: "32MB"
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fsync: false # Only for development!
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synchronous_commit: false # Only for development!
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full_page_writes: false # Only for development!
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}
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}
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```
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### Connection Pooling Configuration
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```kcl
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postgres: Postgres = {
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name: "postgres-pooled"
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postgres_version: "15"
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vers_num: 15
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# ... base configuration
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connection_pooling: {
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pgbouncer: {
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enabled: true
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listen_addr: "0.0.0.0"
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listen_port: 6432
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pool_mode: "transaction"
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max_client_conn: 1000
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default_pool_size: 25
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max_db_connections: 50
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reserve_pool_size: 5
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reserve_pool_timeout: 5
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server_round_robin: 1
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ignore_startup_parameters: "extra_float_digits"
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auth_type: "md5"
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auth_file: "/etc/pgbouncer/userlist.txt"
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admin_users: "postgres"
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stats_users: "stats"
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}
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}
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databases: [
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{
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name: "app_production"
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owner: "appuser"
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encoding: "UTF8"
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lc_collate: "en_US.UTF-8"
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lc_ctype: "en_US.UTF-8"
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template: "template0"
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connections: 200
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},
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{
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name: "app_staging"
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owner: "appuser"
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encoding: "UTF8"
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lc_collate: "en_US.UTF-8"
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lc_ctype: "en_US.UTF-8"
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template: "template0"
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connections: 50
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}
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]
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}
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```
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## Usage
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### Deploy PostgreSQL
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```bash
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./core/nulib/provisioning taskserv create postgres --infra <infrastructure-name>
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```
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### List Available Task Services
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```bash
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./core/nulib/provisioning taskserv list
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```
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### SSH to PostgreSQL Server
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```bash
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./core/nulib/provisioning server ssh <postgres-server>
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```
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### Service Management
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```bash
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# Check PostgreSQL status
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systemctl status postgresql
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# Start/stop PostgreSQL
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systemctl start postgresql
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systemctl stop postgresql
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systemctl restart postgresql
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# Check PostgreSQL version
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sudo -u postgres psql -c "SELECT version();"
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# Check cluster status
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pg_lsclusters
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```
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### Database Administration
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```bash
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# Connect to PostgreSQL
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sudo -u postgres psql
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# Create database
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sudo -u postgres createdb myapp
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# Create user
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sudo -u postgres createuser --interactive appuser
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# Grant privileges
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sudo -u postgres psql -c "GRANT ALL PRIVILEGES ON DATABASE myapp TO appuser;"
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# List databases
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sudo -u postgres psql -l
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# List users
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sudo -u postgres psql -c "\du"
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```
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### Database Operations
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```sql
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-- Connect to database
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\c myapp
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-- Create table
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CREATE TABLE users (
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id SERIAL PRIMARY KEY,
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username VARCHAR(50) UNIQUE NOT NULL,
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email VARCHAR(100) UNIQUE NOT NULL,
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
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);
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-- Insert data
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INSERT INTO users (username, email) VALUES ('admin', 'admin@company.com');
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-- Query data
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SELECT * FROM users;
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-- Create index
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CREATE INDEX idx_users_email ON users(email);
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-- Show table structure
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\d users
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-- Show database size
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SELECT pg_size_pretty(pg_database_size('myapp'));
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```
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### Backup and Restore
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```bash
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# Full database backup
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sudo -u postgres pg_dump myapp > /backup/myapp_$(date +%Y%m%d).sql
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# Compressed backup
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sudo -u postgres pg_dump -Fc myapp > /backup/myapp_$(date +%Y%m%d).dump
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# All databases backup
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sudo -u postgres pg_dumpall > /backup/all_databases_$(date +%Y%m%d).sql
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# Restore database
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sudo -u postgres psql myapp < /backup/myapp_backup.sql
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# Restore compressed backup
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sudo -u postgres pg_restore -d myapp /backup/myapp_backup.dump
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# Point-in-time recovery setup
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sudo -u postgres psql -c "SELECT pg_start_backup('backup_label');"
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```
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### Replication Management
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```bash
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# Check replication status (on master)
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sudo -u postgres psql -c "SELECT * FROM pg_stat_replication;"
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# Check replication lag
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sudo -u postgres psql -c "SELECT EXTRACT(EPOCH FROM (now() - pg_last_xact_replay_timestamp()));"
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# Promote standby to master
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sudo -u postgres pg_ctl promote -D /var/lib/postgresql/15/main
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# Create replication slot
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|
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sudo -u postgres psql -c "SELECT * FROM pg_create_physical_replication_slot('standby_slot');"
|
||
|
|
```
|
||
|
|
|
||
|
|
### Performance Monitoring
|
||
|
|
```bash
|
||
|
|
# Check active connections
|
||
|
|
sudo -u postgres psql -c "SELECT count(*) FROM pg_stat_activity;"
|
||
|
|
|
||
|
|
# Check database statistics
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_stat_database;"
|
||
|
|
|
||
|
|
# Check table statistics
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_stat_user_tables;"
|
||
|
|
|
||
|
|
# Check index usage
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_stat_user_indexes;"
|
||
|
|
|
||
|
|
# Check slow queries
|
||
|
|
sudo -u postgres psql -c "SELECT query, mean_time, calls FROM pg_stat_statements ORDER BY mean_time DESC LIMIT 10;"
|
||
|
|
```
|
||
|
|
|
||
|
|
### Maintenance Operations
|
||
|
|
```bash
|
||
|
|
# Analyze database
|
||
|
|
sudo -u postgres psql -c "ANALYZE;"
|
||
|
|
|
||
|
|
# Vacuum database
|
||
|
|
sudo -u postgres psql -c "VACUUM;"
|
||
|
|
|
||
|
|
# Full vacuum (locks tables)
|
||
|
|
sudo -u postgres psql -c "VACUUM FULL;"
|
||
|
|
|
||
|
|
# Reindex database
|
||
|
|
sudo -u postgres psql -c "REINDEX DATABASE myapp;"
|
||
|
|
|
||
|
|
# Check database integrity
|
||
|
|
sudo -u postgres psql myapp -c "SELECT * FROM pg_check_database('myapp');"
|
||
|
|
```
|
||
|
|
|
||
|
|
## Architecture
|
||
|
|
|
||
|
|
### System Architecture
|
||
|
|
```
|
||
|
|
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
|
||
|
|
│ Applications │────│ PostgreSQL │────│ Data Storage │
|
||
|
|
│ │ │ │ │ │
|
||
|
|
│ • Web Apps │ │ • Query Engine │ │ • Data Files │
|
||
|
|
│ • APIs │────│ • Transaction │────│ • WAL Files │
|
||
|
|
│ • Analytics │ │ Manager │ │ • Index Files │
|
||
|
|
│ • Reporting │ │ • Buffer Pool │ │ • Archive Files │
|
||
|
|
└─────────────────┘ └──────────────────┘ └─────────────────┘
|
||
|
|
```
|
||
|
|
|
||
|
|
### PostgreSQL Process Architecture
|
||
|
|
```
|
||
|
|
┌─────────────────────────────────────────────────────────────┐
|
||
|
|
│ Postmaster │
|
||
|
|
│ (Main Process) │
|
||
|
|
├─────────────────────────────────────────────────────────────┤
|
||
|
|
│ Backend Processes │ Utility Processes │ Logger Process │
|
||
|
|
│ │ │ │
|
||
|
|
│ • postgres (client) │ • autovacuum │ • syslogger │
|
||
|
|
│ • postgres (worker) │ • stats collector │ • log writer │
|
||
|
|
│ • postgres (wal) │ • checkpointer │ • log rotator │
|
||
|
|
│ • postgres (bg) │ • wal writer │ │
|
||
|
|
├─────────────────────────────────────────────────────────────┤
|
||
|
|
│ Shared Memory │
|
||
|
|
│ │
|
||
|
|
│ • Shared Buffers • WAL Buffers • Lock Tables │
|
||
|
|
│ • Proc Array • CLOG • Commit Log │
|
||
|
|
└─────────────────────────────────────────────────────────────┘
|
||
|
|
```
|
||
|
|
|
||
|
|
### Replication Architecture
|
||
|
|
```
|
||
|
|
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
|
||
|
|
│ Master │────│ WAL Shipping │────│ Standby │
|
||
|
|
│ │ │ │ │ │
|
||
|
|
│ • Primary DB │ │ • Streaming │ │ • Hot Standby │
|
||
|
|
│ • WAL Writer │────│ • Archive │────│ • WAL Receiver │
|
||
|
|
│ • WAL Sender │ │ • File Based │ │ • Startup Proc │
|
||
|
|
│ • Checkpointer │ │ • Synchronous │ │ • Read Queries │
|
||
|
|
└─────────────────┘ └──────────────────┘ └─────────────────┘
|
||
|
|
```
|
||
|
|
|
||
|
|
### File Structure
|
||
|
|
```
|
||
|
|
/var/lib/postgresql/15/main/ # Data directory
|
||
|
|
├── base/ # Database files
|
||
|
|
├── global/ # Cluster-wide tables
|
||
|
|
├── pg_wal/ # Write-ahead log files
|
||
|
|
├── pg_xact/ # Transaction commit status
|
||
|
|
├── pg_multixact/ # Multixact status
|
||
|
|
├── pg_notify/ # LISTEN/NOTIFY status
|
||
|
|
├── pg_serial/ # Serializable isolation info
|
||
|
|
├── pg_snapshots/ # Exported snapshots
|
||
|
|
├── pg_stat/ # Statistics files
|
||
|
|
├── pg_stat_tmp/ # Temporary statistics files
|
||
|
|
├── pg_subtrans/ # Subtransaction status
|
||
|
|
├── pg_tblspc/ # Tablespace symbolic links
|
||
|
|
├── pg_twophase/ # Prepared transaction files
|
||
|
|
├── postgresql.conf # Main configuration file
|
||
|
|
├── pg_hba.conf # Client authentication config
|
||
|
|
├── pg_ident.conf # User name mapping
|
||
|
|
└── postmaster.pid # Process ID file
|
||
|
|
|
||
|
|
/etc/postgresql/15/main/ # Configuration directory
|
||
|
|
├── postgresql.conf # Main configuration
|
||
|
|
├── pg_hba.conf # Host-based authentication
|
||
|
|
├── pg_ident.conf # Ident map configuration
|
||
|
|
└── start.conf # Auto-start configuration
|
||
|
|
|
||
|
|
/var/log/postgresql/ # Log directory
|
||
|
|
├── postgresql-15-main.log # Main log file
|
||
|
|
└── postgresql-15-main.log.* # Rotated log files
|
||
|
|
```
|
||
|
|
|
||
|
|
## Supported Operating Systems
|
||
|
|
|
||
|
|
- Ubuntu 20.04+ / Debian 11+
|
||
|
|
- CentOS 8+ / RHEL 8+ / Fedora 35+
|
||
|
|
- Amazon Linux 2+
|
||
|
|
- SUSE Linux Enterprise 15+
|
||
|
|
- Windows Server 2019+
|
||
|
|
|
||
|
|
## System Requirements
|
||
|
|
|
||
|
|
### Minimum Requirements
|
||
|
|
- **RAM**: 2GB (4GB+ recommended)
|
||
|
|
- **Storage**: 20GB (100GB+ for production)
|
||
|
|
- **CPU**: 2 cores (4+ cores recommended)
|
||
|
|
- **Network**: 100Mbps (1Gbps+ for replication)
|
||
|
|
|
||
|
|
### Production Requirements
|
||
|
|
- **RAM**: 8GB+ (32GB+ for large databases)
|
||
|
|
- **Storage**: 100GB+ NVMe SSD (high IOPS)
|
||
|
|
- **CPU**: 4+ cores (16+ cores for high load)
|
||
|
|
- **Network**: 1Gbps+ with low latency
|
||
|
|
|
||
|
|
### Performance Requirements
|
||
|
|
- **Disk IOPS**: 1000+ IOPS for data directory
|
||
|
|
- **Memory**: 25% of total RAM for shared_buffers
|
||
|
|
- **CPU**: High-frequency processors for query processing
|
||
|
|
- **Network**: Low latency for replication (<10ms)
|
||
|
|
|
||
|
|
## Troubleshooting
|
||
|
|
|
||
|
|
### Service Issues
|
||
|
|
```bash
|
||
|
|
# Check PostgreSQL status
|
||
|
|
systemctl status postgresql
|
||
|
|
|
||
|
|
# View PostgreSQL logs
|
||
|
|
tail -f /var/log/postgresql/postgresql-15-main.log
|
||
|
|
|
||
|
|
# Check configuration
|
||
|
|
sudo -u postgres psql -c "SHOW config_file;"
|
||
|
|
|
||
|
|
# Test configuration
|
||
|
|
sudo -u postgres postgres --check-config
|
||
|
|
```
|
||
|
|
|
||
|
|
### Connection Issues
|
||
|
|
```bash
|
||
|
|
# Check listening ports
|
||
|
|
netstat -tlnp | grep postgres
|
||
|
|
ss -tlnp | grep postgres
|
||
|
|
|
||
|
|
# Test local connection
|
||
|
|
sudo -u postgres psql -h localhost
|
||
|
|
|
||
|
|
# Check pg_hba.conf
|
||
|
|
sudo cat /etc/postgresql/15/main/pg_hba.conf
|
||
|
|
|
||
|
|
# Check active connections
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_stat_activity;"
|
||
|
|
```
|
||
|
|
|
||
|
|
### Performance Issues
|
||
|
|
```bash
|
||
|
|
# Check database size
|
||
|
|
sudo -u postgres psql -c "SELECT pg_size_pretty(pg_database_size('myapp'));"
|
||
|
|
|
||
|
|
# Check slow queries
|
||
|
|
sudo -u postgres psql -c "SELECT query, mean_time FROM pg_stat_statements ORDER BY mean_time DESC LIMIT 10;"
|
||
|
|
|
||
|
|
# Check lock conflicts
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_locks WHERE NOT granted;"
|
||
|
|
|
||
|
|
# Check buffer hit ratio
|
||
|
|
sudo -u postgres psql -c "SELECT sum(heap_blks_hit) / (sum(heap_blks_hit) + sum(heap_blks_read)) AS hit_ratio FROM pg_statio_user_tables;"
|
||
|
|
```
|
||
|
|
|
||
|
|
### Replication Issues
|
||
|
|
```bash
|
||
|
|
# Check replication status
|
||
|
|
sudo -u postgres psql -c "SELECT * FROM pg_stat_replication;"
|
||
|
|
|
||
|
|
# Check replication lag
|
||
|
|
sudo -u postgres psql -c "SELECT EXTRACT(EPOCH FROM (now() - pg_last_xact_replay_timestamp()));"
|
||
|
|
|
||
|
|
# Check WAL files
|
||
|
|
ls -la /var/lib/postgresql/15/main/pg_wal/
|
||
|
|
|
||
|
|
# Check archive command
|
||
|
|
sudo -u postgres psql -c "SHOW archive_command;"
|
||
|
|
```
|
||
|
|
|
||
|
|
### Data Corruption Issues
|
||
|
|
```bash
|
||
|
|
# Check database corruption
|
||
|
|
sudo -u postgres psql myapp -c "SELECT * FROM pg_check_database('myapp');"
|
||
|
|
|
||
|
|
# Check table corruption
|
||
|
|
sudo -u postgres psql myapp -c "SELECT * FROM pg_check_table('users');"
|
||
|
|
|
||
|
|
# Repair corrupted indexes
|
||
|
|
sudo -u postgres psql myapp -c "REINDEX TABLE users;"
|
||
|
|
|
||
|
|
# Check WAL consistency
|
||
|
|
sudo -u postgres pg_waldump /var/lib/postgresql/15/main/pg_wal/000000010000000000000001
|
||
|
|
```
|
||
|
|
|
||
|
|
## Security Considerations
|
||
|
|
|
||
|
|
### Authentication Security
|
||
|
|
- **Strong Passwords** - Use strong passwords for database users
|
||
|
|
- **Certificate Authentication** - Use SSL certificates for authentication
|
||
|
|
- **LDAP Integration** - Integrate with corporate LDAP systems
|
||
|
|
- **Role-Based Access** - Implement proper role hierarchy
|
||
|
|
|
||
|
|
### Network Security
|
||
|
|
- **SSL/TLS Encryption** - Enable SSL for all connections
|
||
|
|
- **Firewall Rules** - Restrict database port access
|
||
|
|
- **VPN Access** - Use VPN for remote database access
|
||
|
|
- **Network Segmentation** - Isolate database network
|
||
|
|
|
||
|
|
### Data Security
|
||
|
|
- **Encryption at Rest** - Encrypt database files
|
||
|
|
- **Row Level Security** - Implement fine-grained access control
|
||
|
|
- **Audit Logging** - Enable comprehensive audit logging
|
||
|
|
- **Backup Encryption** - Encrypt database backups
|
||
|
|
|
||
|
|
### Access Control
|
||
|
|
- **Principle of Least Privilege** - Grant minimal necessary permissions
|
||
|
|
- **Regular Security Audits** - Perform regular security reviews
|
||
|
|
- **User Account Management** - Regular user account cleanup
|
||
|
|
- **Database Hardening** - Follow PostgreSQL security best practices
|
||
|
|
|
||
|
|
## Performance Optimization
|
||
|
|
|
||
|
|
### Hardware Optimization
|
||
|
|
- **Storage** - Use NVMe SSDs for data and WAL directories
|
||
|
|
- **Memory** - Adequate RAM for buffer pool and OS cache
|
||
|
|
- **CPU** - High-frequency processors for query execution
|
||
|
|
- **Network** - High-bandwidth, low-latency network
|
||
|
|
|
||
|
|
### Configuration Tuning
|
||
|
|
- **Memory Settings** - Optimize shared_buffers and work_mem
|
||
|
|
- **Checkpoint Tuning** - Configure checkpoint intervals
|
||
|
|
- **WAL Settings** - Optimize WAL buffer and archiving
|
||
|
|
- **Query Planner** - Tune statistics and cost parameters
|
||
|
|
|
||
|
|
### Query Optimization
|
||
|
|
- **Index Strategy** - Proper indexing for query patterns
|
||
|
|
- **Query Analysis** - Use EXPLAIN ANALYZE for optimization
|
||
|
|
- **Statistics Updates** - Regular ANALYZE operations
|
||
|
|
- **Partitioning** - Table partitioning for large datasets
|
||
|
|
|
||
|
|
### Maintenance Optimization
|
||
|
|
- **Auto-vacuum** - Configure auto-vacuum parameters
|
||
|
|
- **Connection Pooling** - Use pgBouncer for connection management
|
||
|
|
- **Monitoring** - Continuous performance monitoring
|
||
|
|
- **Capacity Planning** - Regular capacity planning and scaling
|
||
|
|
|
||
|
|
## Resources
|
||
|
|
|
||
|
|
- **Official Documentation**: [postgresql.org/docs](https://www.postgresql.org/docs/)
|
||
|
|
- **PostgreSQL Wiki**: [wiki.postgresql.org](https://wiki.postgresql.org/)
|
||
|
|
- **Community Support**: [postgresql.org/support](https://www.postgresql.org/support/)
|
||
|
|
- **Performance Tuning**: [pgtune.leopard.in.ua](https://pgtune.leopard.in.ua/)
|
||
|
|
- **Extensions**: [pgxn.org](https://pgxn.org/)
|