- About MogDB
- Quick Start
- Characteristic Description
- Overview
- High Performance
- CBO Optimizer
- LLVM
- Vectorized Engine
- Hybrid Row-Column Store
- Adaptive Compression
- Adaptive Two-phase Hash Aggregation
- SQL Bypass
- Kunpeng NUMA Architecture Optimization
- High Concurrency of Thread Pools
- SMP for Parallel Execution
- Xlog no Lock Flush
- Parallel Page-based Redo For Ustore
- Row-Store Execution to Vectorized Execution
- Astore Row Level Compression
- BTree Index Compression
- Tracing SQL Function
- Parallel Index Scan
- Parallel Query Optimization
- Enhancement of Tracing Backend Key Thread
- Ordering Operator Optimization
- OCK-accelerated Data Transmission
- OCK SCRLock Accelerate Distributed Lock
- Enhancement of WAL Redo Performance
- Enhancement of Dirty Pages Flushing Performance
- Sequential Scan Prefetch
- Ustore SMP Parallel Scanning
- Statement Level PLSQL Function Cache Support
- High Availability (HA)
- Primary/Standby
- Logical Replication
- Logical Backup
- Physical Backup
- Automatic Job Retry upon Failure
- Ultimate RTO
- High Availability Based on the Paxos Protocol
- Cascaded Standby Server
- Delayed Replay
- Adding or Deleting a Standby Server
- Delaying Entering the Maximum Availability Mode
- Parallel Logical Decoding
- DCF
- CM(Cluster Manager)
- Global SysCache
- Using a Standby Node to Build a Standby Node
- Two City and Three Center DR
- CM Cluster Management Component Supporting Two Node Deployment
- Query of the Original DDL Statement for a View
- MogDB/CM/PTK Dual Network Segment Support
- Enhanced Efficiency of Logical Backup and Restore
- Maintainability
- Workload Diagnosis Report (WDR)
- Slow SQL Diagnosis
- Session Performance Diagnosis
- System KPI-aided Diagnosis
- Fault Diagnosis
- Extension Splitting
- Built-in Stack Tool
- SQL PATCH
- Lightweight Lock Export and Analysis
- DCF Module Tracing
- Error When Writing Illegal Characters
- Support For Pageinspect & Pagehack
- Autonomous Transaction Management View and Termination
- Corrupt Files Handling
- Compatibility
- Add %rowtype Attribute To The View
- Aggregate Functions Distinct Performance Optimization
- Aggregate Functions Support Keep Clause
- Aggregate Functions Support Scenario Extensions
- Compatible With MySQL Alias Support For Single Quotes
- current_date/current_time Keywords As Field Name
- Custom Type Array
- For Update Support Outer Join
- MogDB Supports Insert All
- Oracle DBLink Syntax Compatibility
- Remove Type Conversion Hint When Creating PACKAGE/FUNCTION/PROCEDURE
- Support Bypass Method When Merge Into Hit Index
- Support For Adding Nocopy Attributes To Procedure And Function Parameters
- Support For Passing The Count Attribute Of An Array As A Parameter Of The Array Extend
- Support Q Quote Escape Character
- Support Subtracting Two Date Types To Return Numeric Type
- Support table()
- Support To Keep The Same Name After The End With Oracle
- Support Where Current Of
- Support For Constants In Package As Default Values
- Support PLPGSQL subtype
- Support Synonym Calls Without Parentheses For Function Without Parameters
- Support For dbms_utility.format_error_backtrace
- Support for PIVOT and UNPIVOT Syntax
- Mod Function Compatibility
- Support for Nesting of Aggregate Functions
- ORDER BY/GROUP BY Scenario Expansion
- Support for Modifying Table Log Properties After Table Creation
- Support for INSERT ON CONFLICT Clause
- Support for AUTHID CURRENT_USER
- Support for Stored Procedure OUT Parameters in PBE Mode
- Database Security
- Access Control Model
- Separation of Control and Access Permissions
- Database Encryption Authentication
- Data Encryption and Storage
- Database Audit
- Network Communication Security
- Resource Label
- Unified Audit
- Dynamic Data Anonymization
- Row-Level Access Control
- Password Strength Verification
- Equality Query in a Fully-encrypted Database
- Ledger Database Mechanism
- Transparent Data Encryption
- Enterprise-Level Features
- Support for Functions and Stored Procedures
- SQL Hints
- Full-Text Indexing
- Copy Interface for Error Tolerance
- Partitioning
- Support for Advanced Analysis Functions
- Materialized View
- HyperLogLog
- Creating an Index Online
- Autonomous Transaction
- Global Temporary Table
- Pseudocolumn ROWNUM
- Stored Procedure Debugging
- JDBC Client Load Balancing and Read/Write Isolation
- In-place Update Storage Engine
- Publication-Subscription
- Foreign Key Lock Enhancement
- Data Compression in OLTP Scenarios
- Transaction Async Submit
- Index Creation Parallel Control
- Dynamic Partition Pruning
- COPY Import Optimization
- SQL Running Status Observation
- BRIN Index
- BLOOM Index
- Event Trigger
- Scrollable Cursor Support for Reverse Retrieval
- Support for Pruning Subquery Projection Columns
- Pruning ORDER BY in Subqueries
- Automatic Creation of Indexes Supporting Fuzzy Matching
- Support for Importing and Exporting Specific Objects
- Application Development Interfaces
- AI Capabilities
- Middleware
- Workload Management
- Installation Guide
- Upgrade Guide
- Administrator Guide
- Localization
- Routine Maintenance
- Starting and Stopping MogDB
- Using the gsql Client for Connection
- Routine Maintenance
- Checking OS Parameters
- Checking MogDB Health Status
- Checking Database Performance
- Checking and Deleting Logs
- Checking Time Consistency
- Checking The Number of Application Connections
- Routinely Maintaining Tables
- Routinely Recreating an Index
- Exporting and Viewing the WDR
- Data Security Maintenance Suggestions
- Slow SQL Diagnosis
- Log Reference
- Primary and Standby Management
- Column-store Tables Management
- Backup and Restoration
- Database Deployment Solutions
- Importing and Exporting Data
- High Available Guide
- AI Features Guide
- AI4DB: Autonomous Database O&M
- DBMind Mode
- Components that Support DBMind
- AI Sub-functions of the DBMind
- ABO Optimizer
- DB4AI: Database-driven AI
- AI4DB: Autonomous Database O&M
- Security Guide
- Developer Guide
- Application Development Guide
- Development Specifications
- Development Based on JDBC
- JDBC Package, Driver Class, and Environment Class
- Development Process
- Loading the Driver
- Connecting to a Database
- Connecting to the Database (Using SSL)
- Connecting to the Database (Using UDS)
- Running SQL Statements
- Processing Data in a Result Set
- Closing a Connection
- Managing Logs
- Example: Common Operations
- Example: Retrying SQL Queries for Applications
- Example: Importing and Exporting Data Through Local Files
- Example 2: Migrating Data from a MY Database to MogDB
- Example: Logic Replication Code
- Example: Parameters for Connecting to the Database in Different Scenarios
- Example: JDBC Primary/Standby Cluster Load Balancing
- JDBC API Reference
- java.sql.Connection
- java.sql.CallableStatement
- java.sql.DatabaseMetaData
- java.sql.Driver
- java.sql.PreparedStatement
- java.sql.ResultSet
- java.sql.ResultSetMetaData
- java.sql.Statement
- javax.sql.ConnectionPoolDataSource
- javax.sql.DataSource
- javax.sql.PooledConnection
- javax.naming.Context
- javax.naming.spi.InitialContextFactory
- CopyManager
- JDBC-based Common Parameter Reference
- JDBC Release Notes
- Development Based on ODBC
- Development Based on libpq
- Psycopg2-Based Development
- Commissioning
- Stored Procedure
- User Defined Functions
- PL/pgSQL-SQL Procedural Language
- Scheduled Jobs
- Autonomous Transaction
- Logical Replication
- Extension
- MySQL Compatibility Description
- Dolphin Extension
- Dolphin Overview
- Dolphin Installation
- Dolphin Restrictions
- Dolphin Syntax
- SQL Reference
- Keywords
- Data Types
- Functions and Operators
- Assignment Operators
- Character Processing Functions and Operators
- Arithmetic Functions and Operators
- Dolphin Lock
- Date and Time Processing Functions and Operators
- Advisory Lock Functions
- Network Address Functions and Operators
- Conditional Expression Functions
- Aggregate Functions
- System Information Functions
- Logical Operators
- Bit String Functions and Operators
- JSON-JSONB Functions and Operators
- Type Conversion Functions
- Compatible Operators and Operations
- Comment Operators
- Expressions
- DDL Syntax
- DML Syntax
- DCL Syntax
- SQL Syntax
- ALTER DATABASE
- ALTER FUNCTION
- ALTER PROCEDURE
- ALTER SERVER
- ALTER TABLE
- ALTER TABLE PARTITION
- ALTER TABLESPACE
- ALTER VIEW
- ANALYZE | ANALYSE
- AST
- CHECKSUM TABLE
- CREATE DATABASE
- CREATE FUNCTION
- CREATE INDEX
- CREATE PROCEDURE
- CREATE SERVER
- CREATE TABLE
- CREATE TABLE AS
- CREATE TABLE PARTITION
- CREATE TABLESPACE
- CREATE TRIGGER
- CREATE VIEW
- DESCRIBE TABLE
- DO
- DROP DATABASE
- DROP INDEX
- DROP TABLESPACE
- EXECUTE
- EXPLAIN
- FLUSH BINARY LOGS
- GRANT
- GRANT/REVOKE PROXY
- INSERT
- KILL
- LOAD DATA
- OPTIMIZE TABLE
- PREPARE
- RENAME TABLE
- RENAME USER
- REVOKE
- SELECT
- SELECT HINT
- SET CHARSET
- SET PASSWORD
- SHOW CHARACTER SET
- SHOW COLLATION
- SHOW COLUMNS
- SHOW CREATE DATABASE
- SHOW CREATE FUNCTION
- SHOW CREATE PROCEDURE
- SHOW CREATE TABLE
- SHOW CREATE TRIGGER
- SHOW CREATE VIEW
- SHOW DATABASES
- SHOW FUNCTION STATUS
- SHOW GRANTS
- SHOW INDEX
- SHOW MASTER STATUS
- SHOW PLUGINS
- SHOW PRIVILEGES
- SHOW PROCEDURE STATUS
- SHOW PROCESSLIST
- SHOW SLAVE HOSTS
- SHOW STATUS
- SHOW TABLES
- SHOW TABLE STATUS
- SHOW TRIGGERS
- SHOW VARIABLES
- SHOW WARNINGS/ERRORS
- UPDATE
- USE db_name
- System Views
- GUC Parameters
- Resetting Parameters
- Stored Procedures
- Identifiers
- SQL Reference
- MySQL Syntax Compatibility Assessment Tool
- Dolphin Extension
- Materialized View
- Partition Management
- Application Development Guide
- Performance Tuning Guide
- Reference Guide
- System Catalogs and System Views
- Overview
- Querying a System Catalog
- System Catalogs
- GS_ASP
- GS_AUDITING_POLICY
- GS_AUDITING_POLICY_ACCESS
- GS_AUDITING_POLICY_FILTERS
- GS_AUDITING_POLICY_PRIVILEGES
- GS_CLIENT_GLOBAL_KEYS
- GS_CLIENT_GLOBAL_KEYS_ARGS
- GS_COLUMN_KEYS
- GS_COLUMN_KEYS_ARGS
- GS_DB_PRIVILEGE
- GS_ENCRYPTED_COLUMNS
- GS_ENCRYPTED_PROC
- GS_GLOBAL_CHAIN
- GS_GLOBAL_CONFIG
- GS_MASKING_POLICY
- GS_MASKING_POLICY_ACTIONS
- GS_MASKING_POLICY_FILTERS
- GS_MATVIEW
- GS_MATVIEW_DEPENDENCY
- GS_MODEL_WAREHOUSE
- GS_OPT_MODEL
- GS_PACKAGE
- GS_POLICY_LABEL
- GS_RECYCLEBIN
- GS_TXN_SNAPSHOT
- GS_UID
- GS_WLM_EC_OPERATOR_INFO
- GS_WLM_INSTANCE_HISTORY
- GS_WLM_OPERATOR_INFO
- GS_WLM_PLAN_ENCODING_TABLE
- GS_WLM_PLAN_OPERATOR_INFO
- GS_WLM_SESSION_QUERY_INFO_ALL
- GS_WLM_USER_RESOURCE_HISTORY
- PG_AGGREGATE
- PG_AM
- PG_AMOP
- PG_AMPROC
- PG_APP_WORKLOADGROUP_MAPPING
- PG_ATTRDEF
- PG_ATTRIBUTE
- PG_AUTH_HISTORY
- PG_AUTH_MEMBERS
- PG_AUTHID
- PG_CAST
- PG_CLASS
- PG_COLLATION
- PG_CONSTRAINT
- PG_CONVERSION
- PG_DATABASE
- PG_DB_ROLE_SETTING
- PG_DEFAULT_ACL
- PG_DEPEND
- PG_DESCRIPTION
- PG_DIRECTORY
- PG_ENUM
- PG_EVENT_TRIGGER
- PG_EXTENSION
- PG_EXTENSION_DATA_SOURCE
- PG_FOREIGN_DATA_WRAPPER
- PG_FOREIGN_SERVER
- PG_FOREIGN_TABLE
- PG_HASHBUCKET
- PG_INDEX
- PG_INHERITS
- PG_JOB
- PG_JOB_PROC
- PG_LANGUAGE
- PG_LARGEOBJECT
- PG_LARGEOBJECT_METADATA
- PG_NAMESPACE
- PG_OBJECT
- PG_OPCLASS
- PG_OPERATOR
- PG_OPFAMILY
- PG_PARTITION
- PG_PLTEMPLATE
- PG_PROC
- PG_PUBLICATION
- PG_PUBLICATION_REL
- PG_RANGE
- PG_REPLICATION_ORIGIN
- PG_RESOURCE_POOL
- PG_REWRITE
- PG_RLSPOLICY
- PG_SECLABEL
- PG_SET
- PG_SHDEPEND
- PG_SHDESCRIPTION
- PG_SHSECLABEL
- PG_STATISTIC
- PG_STATISTIC_EXT
- PG_SUBSCRIPTION
- PG_SUBSCRIPTION_REL
- PG_SYNONYM
- PG_TABLESPACE
- PG_TRIGGER
- PG_TS_CONFIG
- PG_TS_CONFIG_MAP
- PG_TS_DICT
- PG_TS_PARSER
- PG_TS_TEMPLATE
- PG_TYPE
- PG_USER_MAPPING
- PG_USER_STATUS
- PG_WORKLOAD_GROUP
- PGXC_CLASS
- PGXC_GROUP
- PGXC_NODE
- PGXC_SLICE
- PLAN_TABLE_DATA
- STATEMENT_HISTORY
- System Views
- GET_GLOBAL_PREPARED_XACTS(Discarded)
- GS_ASYNC_SUBMIT_SESSIONS_STATUS
- GS_AUDITING
- GS_AUDITING_ACCESS
- GS_AUDITING_PRIVILEGE
- GS_CLUSTER_RESOURCE_INFO
- GS_COMPRESSION
- GS_DB_PRIVILEGES
- GS_FILE_STAT
- GS_GSC_MEMORY_DETAIL
- GS_INSTANCE_TIME
- GS_LABELS
- GS_LSC_MEMORY_DETAIL
- GS_MASKING
- GS_MATVIEWS
- GS_OS_RUN_INFO
- GS_REDO_STAT
- GS_SESSION_CPU_STATISTICS
- GS_SESSION_MEMORY
- GS_SESSION_MEMORY_CONTEXT
- GS_SESSION_MEMORY_DETAIL
- GS_SESSION_MEMORY_STATISTICS
- GS_SESSION_STAT
- GS_SESSION_TIME
- GS_SHARED_MEMORY_DETAIL
- GS_SQL_COUNT
- GS_STAT_SESSION_CU
- GS_THREAD_MEMORY_CONTEXT
- GS_TOTAL_MEMORY_DETAIL
- GS_WLM_CGROUP_INFO
- GS_WLM_EC_OPERATOR_STATISTICS
- GS_WLM_OPERATOR_HISTORY
- GS_WLM_OPERATOR_STATISTICS
- GS_WLM_PLAN_OPERATOR_HISTORY
- GS_WLM_REBUILD_USER_RESOURCE_POOL
- GS_WLM_RESOURCE_POOL
- GS_WLM_SESSION_HISTORY
- GS_WLM_SESSION_INFO
- GS_WLM_SESSION_INFO_ALL
- GS_WLM_SESSION_STATISTICS
- GS_WLM_USER_INFO
- IOS_STATUS
- MPP_TABLES
- PG_AVAILABLE_EXTENSION_VERSIONS
- PG_AVAILABLE_EXTENSIONS
- PG_COMM_DELAY
- PG_COMM_RECV_STREAM
- PG_COMM_SEND_STREAM
- PG_COMM_STATUS
- PG_CONTROL_GROUP_CONFIG
- PG_CURSORS
- PG_EXT_STATS
- PG_GET_INVALID_BACKENDS
- PG_GET_SENDERS_CATCHUP_TIME
- PG_GROUP
- PG_GTT_ATTACHED_PIDS
- PG_GTT_RELSTATS
- PG_GTT_STATS
- PG_INDEXES
- PG_LOCKS
- PG_NODE_ENV
- PG_OS_THREADS
- PG_PREPARED_STATEMENTS
- PG_PREPARED_XACTS
- PG_PUBLICATION_TABLES
- PG_REPLICATION_ORIGIN_STATUS
- PG_REPLICATION_SLOTS
- PG_RLSPOLICIES
- PG_ROLES
- PG_RULES
- PG_RUNNING_XACTS
- PG_SECLABELS
- PG_SESSION_IOSTAT
- PG_SESSION_WLMSTAT
- PG_SETTINGS
- PG_SHADOW
- PG_STAT_ACTIVITY
- PG_STAT_ACTIVITY_NG
- PG_STAT_ALL_INDEXES
- PG_STAT_ALL_TABLES
- PG_STAT_BAD_BLOCK
- PG_STAT_BGWRITER
- PG_STAT_DATABASE
- PG_STAT_DATABASE_CONFLICTS
- PG_STAT_REPLICATION
- PG_STAT_SUBSCRIPTION
- PG_STAT_SYS_INDEXES
- PG_STAT_SYS_TABLES
- PG_STAT_USER_FUNCTIONS
- PG_STAT_USER_INDEXES
- PG_STAT_USER_TABLES
- PG_STAT_XACT_ALL_TABLES
- PG_STAT_XACT_SYS_TABLES
- PG_STAT_XACT_USER_FUNCTIONS
- PG_STAT_XACT_USER_TABLES
- PG_STATIO_ALL_INDEXES
- PG_STATIO_ALL_SEQUENCES
- PG_STATIO_ALL_TABLES
- PG_STATIO_SYS_INDEXES
- PG_STATIO_SYS_SEQUENCES
- PG_STATIO_SYS_TABLES
- PG_STATIO_USER_INDEXES
- PG_STATIO_USER_SEQUENCES
- PG_STATIO_USER_TABLES
- PG_STATS
- PG_TABLES
- PG_TDE_INFO
- PG_THREAD_WAIT_STATUS
- PG_TIMEZONE_ABBREVS
- PG_TIMEZONE_NAMES
- PG_TOTAL_MEMORY_DETAIL
- PG_TOTAL_USER_RESOURCE_INFO
- PG_TOTAL_USER_RESOURCE_INFO_OID
- PG_USER
- PG_USER_MAPPINGS
- PG_VARIABLE_INFO
- PG_VIEWS
- PG_WLM_STATISTICS
- PGXC_PREPARED_XACTS
- PLAN_TABLE
- PATCH_INFORMATION_TABLE
- Functions and Operators
- Logical Operators
- Comparison Operators
- Character Processing Functions and Operators
- Binary String Functions and Operators
- Bit String Functions and Operators
- Mode Matching Operators
- Mathematical Functions and Operators
- Date and Time Processing Functions and Operators
- Type Conversion Functions
- Geometric Functions and Operators
- Network Address Functions and Operators
- Text Search Functions and Operators
- JSON/JSONB Functions and Operators
- HLL Functions and Operators
- SEQUENCE Functions
- Array Functions and Operators
- Range Functions and Operators
- Aggregate Functions
- Window Functions(Analysis Functions)
- Security Functions
- Ledger Database Functions
- Encrypted Equality Functions
- Set Returning Functions
- Conditional Expression Functions
- System Information Functions
- System Administration Functions
- Configuration Settings Functions
- Universal File Access Functions
- Server Signal Functions
- Backup and Restoration Control Functions
- Snapshot Synchronization Functions
- Database Object Functions
- Advisory Lock Functions
- Logical Replication Functions
- Segment-Page Storage Functions
- Other Functions
- Undo System Functions
- Row-store Compression System Functions
- Statistics Information Functions
- Trigger Functions
- Event Trigger Functions
- Hash Function
- Prompt Message Function
- Global Temporary Table Functions
- Fault Injection System Function
- AI Feature Functions
- Dynamic Data Masking Functions
- Other System Functions
- Internal Functions
- Global SysCache Feature Functions
- Data Damage Detection and Repair Functions
- XML Functions
- Obsolete Functions
- Supported Data Types
- SQL Syntax
- ABORT
- ALTER AGGREGATE
- ALTER AUDIT POLICY
- ALTER DATABASE
- ALTER DATA SOURCE
- ALTER DEFAULT PRIVILEGES
- ALTER DIRECTORY
- ALTER EVENT
- ALTER EVENT TRIGGER
- ALTER EXTENSION
- ALTER FOREIGN DATA WRAPPER
- ALTER FOREIGN TABLE
- ALTER FUNCTION
- ALTER GLOBAL CONFIGURATION
- ALTER GROUP
- ALTER INDEX
- ALTER LANGUAGE
- ALTER LARGE OBJECT
- ALTER MASKING POLICY
- ALTER MATERIALIZED VIEW
- ALTER OPERATOR
- ALTER PACKAGE
- ALTER PROCEDURE
- ALTER PUBLICATION
- ALTER RESOURCE LABEL
- ALTER RESOURCE POOL
- ALTER ROLE
- ALTER ROW LEVEL SECURITY POLICY
- ALTER RULE
- ALTER SCHEMA
- ALTER SEQUENCE
- ALTER SERVER
- ALTER SESSION
- ALTER SUBSCRIPTION
- ALTER SYNONYM
- ALTER SYSTEM KILL SESSION
- ALTER SYSTEM SET
- ALTER TABLE
- ALTER TABLE PARTITION
- ALTER TABLE SUBPARTITION
- ALTER TABLESPACE
- ALTER TEXT SEARCH CONFIGURATION
- ALTER TEXT SEARCH DICTIONARY
- ALTER TRIGGER
- ALTER TYPE
- ALTER USER
- ALTER USER MAPPING
- ALTER VIEW
- ANALYZE | ANALYSE
- BEGIN
- CALL
- CHECKPOINT
- CLEAN CONNECTION
- CLOSE
- CLUSTER
- COMMENT
- COMMIT | END
- COMMIT PREPARED
- CONNECT BY
- COPY
- CREATE AGGREGATE
- CREATE AUDIT POLICY
- CREATE CAST
- CREATE CLIENT MASTER KEY
- CREATE COLUMN ENCRYPTION KEY
- CREATE DATABASE
- CREATE DATA SOURCE
- CREATE DIRECTORY
- CREATE EVENT
- CREATE EVENT TRIGGER
- CREATE EXTENSION
- CREATE FOREIGN DATA WRAPPER
- CREATE FOREIGN TABLE
- CREATE FUNCTION
- CREATE GROUP
- CREATE INCREMENTAL MATERIALIZED VIEW
- CREATE INDEX
- CREATE LANGUAGE
- CREATE MASKING POLICY
- CREATE MATERIALIZED VIEW
- CREATE MODEL
- CREATE OPERATOR
- CREATE PACKAGE
- CREATE PROCEDURE
- CREATE PUBLICATION
- CREATE RESOURCE LABEL
- CREATE RESOURCE POOL
- CREATE ROLE
- CREATE ROW LEVEL SECURITY POLICY
- CREATE RULE
- CREATE SCHEMA
- CREATE SEQUENCE
- CREATE SERVER
- CREATE SUBSCRIPTION
- CREATE SYNONYM
- CREATE TABLE
- CREATE TABLE AS
- CREATE TABLE PARTITION
- CREATE TABLESPACE
- CREATE TABLE SUBPARTITION
- CREATE TEXT SEARCH CONFIGURATION
- CREATE TEXT SEARCH DICTIONARY
- CREATE TRIGGER
- CREATE TYPE
- CREATE USER
- CREATE USER MAPPING
- CREATE VIEW
- CREATE WEAK PASSWORD DICTIONARY
- CURSOR
- DEALLOCATE
- DECLARE
- DELETE
- DELIMITER
- DO
- DROP AGGREGATE
- DROP AUDIT POLICY
- DROP CAST
- DROP CLIENT MASTER KEY
- DROP COLUMN ENCRYPTION KEY
- DROP DATABASE
- DROP DATA SOURCE
- DROP DIRECTORY
- DROP EVENT
- DROP EVENT TRIGGER
- DROP EXTENSION
- DROP FOREIGN DATA WRAPPER
- DROP FOREIGN TABLE
- DROP FUNCTION
- DROP GLOBAL CONFIGURATION
- DROP GROUP
- DROP INDEX
- DROP LANGUAGE
- DROP MASKING POLICY
- DROP MATERIALIZED VIEW
- DROP MODEL
- DROP OPERATOR
- DROP OWNED
- DROP PACKAGE
- DROP PROCEDURE
- DROP PUBLICATION
- DROP RESOURCE LABEL
- DROP RESOURCE POOL
- DROP ROLE
- DROP ROW LEVEL SECURITY POLICY
- DROP RULE
- DROP SCHEMA
- DROP SEQUENCE
- DROP SERVER
- DROP SUBSCRIPTION
- DROP SYNONYM
- DROP TABLE
- DROP TABLESPACE
- DROP TEXT SEARCH CONFIGURATION
- DROP TEXT SEARCH DICTIONARY
- DROP TRIGGER
- DROP TYPE
- DROP USER
- DROP USER MAPPING
- DROP VIEW
- DROP WEAK PASSWORD DICTIONARY
- EXECUTE
- EXECUTE DIRECT
- EXPLAIN
- EXPLAIN PLAN
- FETCH
- GRANT
- INSERT
- LOCK
- MERGE INTO
- MOVE
- PREDICT BY
- PREPARE
- PREPARE TRANSACTION
- PURGE
- REASSIGN OWNED
- REFRESH INCREMENTAL MATERIALIZED VIEW
- REFRESH MATERIALIZED VIEW
- REINDEX
- RELEASE SAVEPOINT
- RESET
- REVOKE
- ROLLBACK
- ROLLBACK PREPARED
- ROLLBACK TO SAVEPOINT
- SAVEPOINT
- SELECT
- SELECT INTO
- SET
- SET CONSTRAINTS
- SET ROLE
- SET SESSION AUTHORIZATION
- SET TRANSACTION
- SHOW
- SHOW EVENTS
- SHRINK
- SHUTDOWN
- SNAPSHOT
- START TRANSACTION
- TIMECAPSULE TABLE
- TRUNCATE
- UPDATE
- VACUUM
- VALUES
- SQL Reference
- MogDB SQL
- Keywords
- Constant and Macro
- Expressions
- Type Conversion
- Full Text Search
- System Operation
- DDL Syntax Overview
- DML Syntax Overview
- DCL Syntax Overview
- Subquery
- LLVM
- Alias
- Lock
- Transaction
- Ordinary Table
- Partitioned Table
- Index
- Constraints
- Cursors
- Anonymous Block
- Trigger
- INSERT_RIGHT_REF_DEFAULT_VALUE
- Appendix
- GUC Parameters
- GUC Parameter Usage
- GUC Parameter List
- File Location
- Connection and Authentication
- Resource Consumption
- Write Ahead Log
- HA Replication
- Query Planning
- Error Reporting and Logging
- Alarm Detection
- Statistics During the Database Running
- Load Management
- Automatic Vacuuming
- Default Settings of Client Connection
- Lock Management
- Version and Platform Compatibility
- Faut Tolerance
- Connection Pool Parameters
- MogDB Transaction
- Replication Parameters of Two Database Instances
- Developer Options
- Auditing
- CM Parameters
- Backend Compression
- Upgrade Parameters
- Miscellaneous Parameters
- Wait Events
- Query
- System Performance Snapshot
- Security Configuration
- Global Temporary Table
- HyperLogLog
- Scheduled Task
- Thread Pool
- User-defined Functions
- Backup and Restoration
- DCF Parameters Settings
- Flashback
- Rollback Parameters
- Reserved Parameters
- AI Features
- Global SysCache Parameters
- Multi-Level Cache Management Parameters
- Resource Pooling Parameters
- Parameters Related to Efficient Data Compression Algorithms
- Writer Statement Parameters Supported by Standby Servers
- Data Import and Export
- Delimiter
- Appendix
- Schema
- Information Schema
- DBE_PERF
- OS
- Instance
- Memory
- File
- Object
- STAT_USER_TABLES
- SUMMARY_STAT_USER_TABLES
- GLOBAL_STAT_USER_TABLES
- STAT_USER_INDEXES
- SUMMARY_STAT_USER_INDEXES
- GLOBAL_STAT_USER_INDEXES
- STAT_SYS_TABLES
- SUMMARY_STAT_SYS_TABLES
- GLOBAL_STAT_SYS_TABLES
- STAT_SYS_INDEXES
- SUMMARY_STAT_SYS_INDEXES
- GLOBAL_STAT_SYS_INDEXES
- STAT_ALL_TABLES
- SUMMARY_STAT_ALL_TABLES
- GLOBAL_STAT_ALL_TABLES
- STAT_ALL_INDEXES
- SUMMARY_STAT_ALL_INDEXES
- GLOBAL_STAT_ALL_INDEXES
- STAT_DATABASE
- SUMMARY_STAT_DATABASE
- GLOBAL_STAT_DATABASE
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Configuring Database Audit
Overview
Background
Database security is essential for a database system. MogDB writes all user operations in the database to audit logs. Database security administrators can use the audit logs to reproduce a series of events that cause faults in the database and identify unauthorized users, unauthorized operations, and the time when these operations are performed.
You need to know the following about the audit function:
- The overall audit switch audit_enabled supports dynamic loading. After you change the switch status when the database is running, the change takes effect immediately and you do not need to restart the database. Its default value is on, indicating that the audit function is enabled.
- In addition to the overall audit switch, each audit item has an independent switch. An audit item is available only after its own switch is turned on.
- The switch of each audit supports dynamic loading. After changing the audit switch status when the database is running, the modification takes effect immediately without restarting the database.
Table 1 describes the audit items supported by MogDB.
Configuration Item | Description |
---|---|
User login and logout audit | Parameter:audit_login_logout Its default value is 7, which indicates that the function of user login and logout audit is enabled. 0 indicates that the function of user login and logout audit is disabled. Other values are not recommended. |
Database startup, stop, recovery, and switchover audit | Parameter:audit_database_process Its default value is 1, which indicates that the audit of database startup, stop, recovery, and switchover is enabled. |
User locking and unlocking audit | Parameter:audit_user_locked Its default value is 1, which indicates that the audit of user locking and unlocking is enabled. |
Unauthorized access audit | Parameter:audit_user_violation Its default value is 0, which indicates that the audit of unauthorized access is disabled. |
Permission granting and revoking audit | Parameter:audit_grant_revoke Its default value is 1, which indicates that the audit of permission granting and revoking is enabled. |
Audit of CREATE, ALTER, and DROP operations on database objects | Parameter:audit_system_object Its default value is 12295, which indicates that the CREATE, ALTER, and DROP operations only on databases, schemas, users, and data sources are audited. |
Audit of INSERT, UPDATE, and DELETE operations on a specific table | Parameter:audit_dml_state Its default value is 0, which indicates that the audit of DML operations (except SELECT) on a specific table is disabled. |
SELECT operation audit | Parameter:audit_dml_state_select Its default value is 0, which indicates that the audit of SELECT operations is disabled. |
COPY operation audit | Parameter:audit_copy_exec Its default value is 0, which indicates that the audit of the COPY operations is enabled. |
Execution of stored procedures and customized functions | Parameter:audit_function_exec Its default value is 0, which indicates that no execution audit logs of stored procedures and customized functions are recorded. |
SET operation audit | Parameter:audit_set_parameter Its default value is 1, which indicates that the audit of the SET operation is enabled. |
Transaction ID record | Parameter:audit_xid_info Its default value is 0, which indicates that the function of recording transaction IDs in audit logs is disabled. |
For details about security-related parameters, see Table 2.
Table 2 Security-related parameters
Parameter | Description |
---|---|
ssl | Specifies whether the SSL connection is enabled. |
require_ssl | Specifies whether the server requires the SSL connection. |
ssl_ciphers | Encryption algorithm list supported by the SSL |
ssl_cert_file | File containing the SSL server certificate |
ssl_key_file | File containing the SSL private key |
ssl_ca_file | File containing CA information |
ssl_crl_file | File containing CRL information |
password_policy | Specifies whether to check the password complexity. |
password_reuse_time | Specifies whether to check the reuse days of a new password. |
password_reuse_max | Specifies whether to check the reuse times of a new password. |
password_lock_time | Duration before a locked account is automatically unlocked |
failed_login_attempts | If the number of consecutive login attempts with incorrect passwords reaches this value, the account is locked. |
password_encryption_type | Password storage encryption mode |
password_min_uppercase | Minimum number of uppercase letters in a password |
password_min_lowercase | Minimum number of lowercase letters in a password |
password_min_digital | Minimum number of digits in a password |
password_min_special | Minimum number of special characters in a password |
password_min_length | Minimum password length NOTE: The value of this parameter must be less than or equal to that of password_max_length. Otherwise, a password length error message is displayed upon all password-related operations. |
password_max_length | Maximum password length NOTE: The value of this parameter must be greater than or equal to that of password_min_length. Otherwise, a password length error message is displayed upon all password-related operations. |
password_effect_time | Password validity period |
password_notify_time | Number of days prior to account password expiration that a user is notified |
audit_enabled | Specifies whether the audit process is enabled or disabled. |
audit_directory | Audit file storage directory |
audit_data_format | Audit log file format. Currently, only the binary format is supported. |
audit_rotation_interval | Time interval of creating an audit log file. If the interval between the creation time of the last audit log file and the current time exceeds the parameter value, the server generates a new audit log file. |
audit_rotation_size | Maximum capacity of an audit log file. If the total number of messages in an audit log exceeds the value of audit_rotation_size, the server will generate a new audit log file. |
audit_resource_policy | Policy for determining whether audit logs are preferentially stored by space or time. on indicates that audit logs are preferentially stored by space. |
audit_file_remain_time | Minimum duration required for recording audit logs. This parameter is valid only when audit_resource_policy is set to off. |
audit_space_limit | Maximum total size of audit log files in a disk |
audit_file_remain_threshold | Maximum number of audit files in the audit directory |
audit_login_logout | Specifies whether to audit user logins (including login successes and failures) and logouts. |
audit_database_process | Specifies whether to audit database startup, stop, switchover, and restoration operations. |
audit_user_locked | Specifies whether to audit database user locking and unlocking. |
audit_user_violation | Specifies whether to audit unauthorized access of database users. |
audit_grant_revoke | Specifies whether to audit user permission granting and reclaiming operations. |
audit_system_object | Specifies whether to audit the CREATE, DROP, and ALTER operations on database objects. |
audit_dml_state | Specifies whether to audit the INSERT, UPDATE, and DELETE operations on a specific table. |
audit_dml_state_select | Specifies whether to audit the SELECT operation. |
audit_copy_exec | Specifies whether to audit the COPY operation. |
audit_function_exec | Specifies whether to record audit information during execution of stored procedures, anonymous blocks, or customized functions (excluding system functions). |
audit_set_parameter | Specifies whether to audit the SET operation. |
enableSeparationOfDuty | Specifies whether the separation of duties is enabled. |
session_timeout | If the duration of a connection session exceeds the parameter value, the session is automatically disconnected. |
auth_iteration_count | Number of iterations during the generation of encrypted information for authentication |
Procedure
-
Log in as the OS user omm to the primary node of the database.
-
Run the following command to connect to the database:
gsql -d mogdb -p 8000
mogdb is the name of the database to be connected, and 8000 is the port number of the database primary node.
If information similar to the following is displayed, the connection succeeds:
gsql((MogDB x.x.x build f521c606) compiled at 2021-09-16 14:55:22 commit 2935 last mr 6385 release) Non-SSL connection (SSL connection is recommended when requiring high-security) Type "help" for help. MogDB=#
-
Check the status of the overall audit switch.
-
Run the show command to view the value of audit_enabled.
MogDB=# SHOW audit_enabled;
If off is displayed, run the \q command to exit the database and go to the next step. If on is displayed, no further action is required.
-
Run the following command to enable the audit function. The parameter settings take effect immediately.
gs_guc set -N all -I all -c "audit_enabled=on"
-
-
Configure specific audit items.
NOTE:
- After the audit function is enabled, user operations can be recorded into an audit file.
- The default parameter value of each audit item meets security standards. You can enable audit functions as needed, but system performance may be affected.
For example, you can enable the audit switch of the CREATE, DROP, and ALTER operations on all database objects. The methods of modifying other configuration items are the same:
gs_guc reload -N all -I all -c "audit_system_object=12295"
audit_system_object indicates the switch of the audit item, and 12295 indicates the value of the audit switch.
Querying Audit Results
Prerequisites
- Audit has been enabled.
- Audit of required items has been enabled.
- The database is running properly and a series of addition, modification, deletion, and query operations have been executed in the database. Otherwise, no audit result is generated.
- Audit logs are separately recorded on the database nodes.
Background
-
Only users with the AUDITADMIN permission can view audit records. For details about database users and how to create users, see Users.
-
The SQL function pg_query_audit is provided by the database for audit query. Its syntax is as follows:
pg_query_audit(timestamptz startime,timestamptz endtime,audit_log)
startime and endtime indicate the start time and end time of the audit record, respectively. audit_log indicates the physical file path of the queried audit logs. If audit_log is not specified, the audit log information of the current instance is queried.
NOTE: The difference between the values of the startime and endtime parameters indicates the query period, which can be any value ranging from 00:00:00 of the startime parameter to 23:59:59 of the endtime parameter. Therefore, the startime and endtime parameters must be properly set to ensure that the required audit information is displayed.
Procedure
-
Log in as the OS user omm to the primary node of the database.
-
Run the following command to connect to the database:
gsql -d postgres -p 8000
postgres is the name of the database to be connected, and 8000 is the port number of the database primary node.
-
Run the following command to query the audit record:
MogDB=# select * from pg_query_audit('2021-03-04 08:00:00','2021-03-04 17:00:00');
The command output is similar to the following:
time | type | result | userid | username | database | client_conninfo | object_name | detail_info | node_name | thread_id | local_port | remote_port ------------------------+----------------+--------+--------+-----------+-----------+-------------------------+-------------------+--------------+-------------------+---------------------------------+------------+------------- 2021-03-04 08:00:08+08 | login_success | ok | 10 | omm | postgres | gsql@::1 | postgres | login db(postgres) success, SSL=off | dn_6001_6002_6003 | 140477687527168@668131208211425 |17778 | 46946
This audit record indicates that user omm logged in to the postgres at the time specified by the time column. After the host specified by log_hostname is started and a client is connected to its IP address, the host name found by reverse DNS resolution is displayed following the at sign (@) in the value of client_conninfo.
NOTE: SSL information is recorded at the end of the audit log detail_info. SSL=on indicates that the client is connected using SSL, and SSL=off indicates that the client is not connected using SSL.
Maintaining Audit Logs
Prerequisites
You have the audit permission.
Background
-
Table 1 lists the configuration parameters related to audit logs and the parameter descriptions.
Table 1 Configuration parameters of audit logs
Parameter Description Default Value audit_directory Audit file storage directory /var/log/mogdb/User name/pg_audit audit_resource_policy Policy for saving audit logs on (indicating that the space configuration policy is used) audit_space_limit Maximum storage space occupied by audit files 1GB audit_file_remain_time Minimum period for storing audit log files 90 audit_file_remain_threshold Maximum number of audit files in the audit directory 1048576 NOTE:
If gs_om is used for MogDB deployment, audit logs are stored in /var/log/mogdb/Username/pg_audit.
-
The pg_delete_audit function is used to delete audit logs and is an internal SQL function of the database. Its syntax is as follows:
pg_delete_audit(timestamp startime,timestamp endtime)
startime and endtime indicate the audit record start time and end time, respectively.
-
Audit content is commonly recorded to database tables or OS files. Table 2 lists the advantages and disadvantages of the two record methods.
Table 2 Comparison between the two record methods
Mode Advantage Disadvantage Record in tables Users do not need to maintain audit logs. Any users having certain permissions to access database objects can access the audit tables. If a user illegally performs operations on the audit tables, the audit records may become inaccurate. Record in OS files This method has higher security because a user with the permission to access the database may not have the permission to access the OS files. Users need to maintain audit logs. For database security purposes, MogDB adopts the second method to save audit results for reliability.
Procedure
-
Log in as the OS user omm to the primary node of the database.
-
Run the following command to connect to the database:
gsql -d mogdb -p 8000
mogdb is the name of the database to be connected, and 8000 is the port number of the database primary node.
-
Select a method to maintain audit logs.
-
Automatic deletion of audit logs
If the storage space occupied by audit files or the number of audit files reaches the upper limit, the system automatically deletes the oldest audit files and records deletion information to audit logs.
NOTE: By default, the allowed maximum storage space that can be occupied by audit files is set to 1024 MB. Users can set the value as required.
Configure the allowed maximum size of storage space occupied by audit files (audit_space_limit).
a. View the current value.
MogDB=# SHOW audit_space_limit; audit_space_limit ------------------- 1GB (1 row)
If the command output is not 1 GB (1024 MB), run the \q command to exit the database.
b. Run the following command to set the parameter to its default value 1024MB:
gs_guc reload -N all -I all -c "audit_space_limit=1024MB"
Configure the maximum number of audit files (audit_file_remain_threshold).
a. View the current value.
MogDB=# SHOW audit_file_remain_threshold; audit_file_remain_threshold ----------------------------- 1048576 (1 row)
If the command output is not 1048576, run the \q command to exit the database.
b. Run the following command to set the parameter to its default value 1048576:
gs_guc reload -N all -I all -c "audit_file_remain_threshold=1048576"
-
Manual backup of audit files
If the storage space occupied by audit files or the number of audit logs exceeds the threshold specified by the configuration file, the system automatically deletes the oldest audit files. Therefore, you are advised to periodically save important audit logs.
a. Run the show command to view the directory (audit_directory) where audit files are saved.
MogDB=# SHOW audit_directory;
b. Copy the entire audit directory elsewhere to save it.
-
Manual deletion of audit files
Run the pg_delete_audit command to manually delete the audit records generated during a specified period of time.
Example: Manually delete the audit records generated from September 20, 2012 to September 21, 2012.
SELECT pg_delete_audit('2012-09-20 00:00:00','2012-09-21 23:59:59');
-
Configuring File Permission Security Policies
Background
During its installation, the database sets permissions for its files, including files (such as log files) generated during the running process. File permissions are set as follows:
-
The permission of program directories in the database is set to 0750.
-
The permission for data file directories in the database is set to 0700.
During MogDB deployment, the directory specified by the tmpMppdbPath parameter in the XML configuration file is created for storing .s.PGSQL.* files. If the parameter is not specified, the /tmp/$USER_mppdb directory is created. The directory and file permission is set to 0700.
-
The permissions of data files and audit logs of the database, as well as data files generated by other database programs, are set to 0600. The permission of run logs is equal to or lower than 0640 by default.
-
Common OS users are not allowed to modify or delete database files and log files.
Directory and File Permissions of Database Programs
Table 1 lists some of program directories and file permissions of the installed database.
Table 1 Program directories and file permissions
File or Directory | Parent Contents | Permissions |
---|---|---|
bin | - | 0700 |
lib | - | 0700 |
share | - | 0700 |
data (database node/primary database node) | - | 0700 |
base | Instance data directory | 0700 |
global | Instance data directory | 0700 |
pg_audit | Instance data directory (configurable) | 0700 |
pg_log | Instance data directory (configurable) | 0700 |
pg_xlog | Instance data directory | 0700 |
postgresql.conf | Instance data directory | 0600 |
pg_hba.conf | Instance data directory | 0600 |
postmaster.opts | Instance data directory | 0600 |
pg_ident.conf | Instance data directory | 0600 |
gs_initdb | bin | 0700 |
gs_dump | bin | 0700 |
gs_ctl | bin | 0700 |
gs_guc | bin | 0700 |
gsql | bin | 0700 |
archive_status | pg_xlog | 0700 |
libpq.so.5.5 | lib | 0600 |
Suggestion
During the installation, the database automatically sets permissions for its files, including files (such as log files) generated during the running process. The specified permissions meet permission requirements in most scenarios. If you have any special requirements for the related permissions, you are advised to periodically check the permission settings to ensure that the permissions meet the product requirements.