- About MogDB
- Quick Start
- MogDB Playground
- Container-based MogDB Installation
- Installation on a Single Node
- MogDB Access
- Use CLI to Access MogDB
- Use GUI to Access MogDB
- Use Middleware to Access MogDB
- Use Programming Language to Access MogDB
- Using Sample Dataset Mogila
- Characteristic Description
- Overview
- High Performance
- CBO Optimizer
- LLVM
- Vectorized Engine
- Hybrid Row-Column Store
- Adaptive Compression
- SQL by pass
- 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
- Enhancement of Tracing Backend Key Thread
- Ordering Operator Optimization
- 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
- Maintainability
- 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
- Application Development Interfaces
- AI Capabilities
- AI4DB: Autonomous Database O&M
- DB4AI: Database-driven AI
- AI in DB
- ABO Optimizer
- Middleware
- Installation Guide
- Installation Preparation
- Container Installation
- PTK-based Installation
- OM-based Installation
- Manual Installation
- Recommended Parameter Settings
- 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
- MOT Engine
- Introducing MOT
- Using MOT
- Concepts of MOT
- Appendix
- Column-store Tables Management
- Backup and Restoration
- Two City and Three Center DR
- Importing and Exporting Data
- Importing Data
- Exporting Data
- Upgrade Guide
- AI Features Guide
- AI Features Overview
- AI4DB: Autonomous Database O&M
- DBMind Mode
- Components that Support DBMind
- AI Sub-functions of the DBMind
- X-Tuner: Parameter Tuning and Diagnosis
- Index-advisor: Index Recommendation
- Slow Query Diagnosis: Root Cause Analysis for Slow SQL Statements
- Forecast: Trend Prediction
- SQLdiag: Slow SQL Discovery
- SQL Rewriter
- Anomaly Detection
- DB4AI: Database-driven AI
- AI in DB
- Intelligence Explain: SQL Statement Query Time Prediction
- ABO Optimizer
- Intelligent Cardinality Estimation
- Adaptive Plan Selection
- Security Guide
- Developer Guide
- Application Development Guide
- Development Specifications
- Development Based on JDBC
- Overview
- 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
- 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
- Development Based on ODBC
- Development Based on libpq
- Dependent Header Files of libpq
- Development Process
- Example
- Link Parameters
- libpq API Reference
- Database Connection Control Functions
- Database Statement Execution Functions
- Functions for Asynchronous Command Processing
- Functions for Canceling Queries in Progress
- Psycopg-Based Development
- Commissioning
- Stored Procedure
- User Defined Functions
- PL/pgSQL-SQL Procedural Language
- Scheduled Jobs
- Autonomous Transaction
- Logical Replication
- Extension
- Materialized View
- Materialized View Overview
- Full Materialized View
- Incremental Materialized View
- Partition Management
- Partition Pruning
- Recommendations For Choosing A Partitioning Strategy
- Application Development Guide
- Performance Tuning Guide
- System Optimization
- SQL Optimization
- WDR Snapshot
- Using the Vectorized Executor for Tuning
- TPC-C Performance Tunning Guide
- Reference Guide
- System Catalogs and System Views
- Overview of System Catalogs and System Views
- 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_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_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
- DV_SESSION_LONGOPS
- DV_SESSIONS
- GET_GLOBAL_PREPARED_XACTS(Discarded)
- GS_AUDITING
- GS_AUDITING_ACCESS
- GS_AUDITING_PRIVILEGE
- GS_ASYNC_SUBMIT_SESSIONS_STATUS
- 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_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
- GS_WRITE_TERM_LOG
- 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
- 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
- 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
- Obsolete Functions
- Supported Data Types
- Numeric Types
- Monetary Types
- Boolean Types
- Enumerated Types
- Character Types
- Binary Types
- Date/Time Types
- Geometric
- Network Address Types
- Bit String Types
- Text Search Types
- UUID
- JSON/JSONB Types
- HLL
- Array Types
- Range
- OID Types
- Pseudo-Types
- Data Types Supported by Column-store Tables
- XML Types
- Data Type Used by the Ledger Database
- SET Type
- SQL Syntax
- ABORT
- ALTER AGGREGATE
- ALTER AUDIT POLICY
- ALTER DATABASE
- ALTER DATA SOURCE
- ALTER DEFAULT PRIVILEGES
- ALTER DIRECTORY
- ALTER EXTENSION
- ALTER FOREIGN TABLE
- ALTER FUNCTION
- ALTER GLOBAL CONFIGURATION
- ALTER GROUP
- ALTER INDEX
- ALTER LANGUAGE
- ALTER LARGE OBJECT
- ALTER MASKING POLICY
- ALTER MATERIALIZED VIEW
- 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 EXTENSION
- 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 TABLE SUBPARTITION
- CREATE TABLESPACE
- 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
- DO
- DROP AGGREGATE
- DROP AUDIT POLICY
- DROP CAST
- DROP CLIENT MASTER KEY
- DROP COLUMN ENCRYPTION KEY
- DROP DATABASE
- DROP DATA SOURCE
- DROP DIRECTORY
- DROP EXTENSION
- 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
- SHUTDOWN
- SNAPSHOT
- START TRANSACTION
- TIMECAPSULE TABLE
- TRUNCATE
- UPDATE
- VACUUM
- VALUES
- SHRINK
- SQL Reference
- MogDB SQL
- Keywords
- Constant and Macro
- Expressions
- Type Conversion
- Full Text Search
- Introduction
- Tables and Indexes
- Controlling Text Search
- Additional Features
- Parser
- Dictionaries
- Configuration Examples
- Testing and Debugging Text Search
- Limitations
- System Operation
- Controlling Transactions
- DDL Syntax Overview
- DML Syntax Overview
- DCL Syntax Overview
- Appendix
- GUC Parameters
- GUC Parameter Usage
- GUC Parameter List
- File Location
- Connection and Authentication
- Resource Consumption
- Write Ahead Log
- HA Replication
- Memory Table
- 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
- 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
- Undo
- DCF Parameters Settings
- Flashback
- Rollback Parameters
- Reserved Parameters
- AI Features
- Global SysCache Parameters
- Parameters Related to Efficient Data Compression Algorithms
- Appendix
- Schema
- Overview
- Information Schema
- DBE_PERF
- Overview
- 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
- STAT_DATABASE_CONFLICTS
- SUMMARY_STAT_DATABASE_CONFLICTS
- GLOBAL_STAT_DATABASE_CONFLICTS
- STAT_XACT_ALL_TABLES
- SUMMARY_STAT_XACT_ALL_TABLES
- GLOBAL_STAT_XACT_ALL_TABLES
- STAT_XACT_SYS_TABLES
- SUMMARY_STAT_XACT_SYS_TABLES
- GLOBAL_STAT_XACT_SYS_TABLES
- STAT_XACT_USER_TABLES
- SUMMARY_STAT_XACT_USER_TABLES
- GLOBAL_STAT_XACT_USER_TABLES
- STAT_XACT_USER_FUNCTIONS
- SUMMARY_STAT_XACT_USER_FUNCTIONS
- GLOBAL_STAT_XACT_USER_FUNCTIONS
- STAT_BAD_BLOCK
- SUMMARY_STAT_BAD_BLOCK
- GLOBAL_STAT_BAD_BLOCK
- STAT_USER_FUNCTIONS
- SUMMARY_STAT_USER_FUNCTIONS
- GLOBAL_STAT_USER_FUNCTIONS
- Workload
- Session/Thread
- SESSION_STAT
- GLOBAL_SESSION_STAT
- SESSION_TIME
- GLOBAL_SESSION_TIME
- SESSION_MEMORY
- GLOBAL_SESSION_MEMORY
- SESSION_MEMORY_DETAIL
- GLOBAL_SESSION_MEMORY_DETAIL
- SESSION_STAT_ACTIVITY
- GLOBAL_SESSION_STAT_ACTIVITY
- THREAD_WAIT_STATUS
- GLOBAL_THREAD_WAIT_STATUS
- LOCAL_THREADPOOL_STATUS
- GLOBAL_THREADPOOL_STATUS
- SESSION_CPU_RUNTIME
- SESSION_MEMORY_RUNTIME
- STATEMENT_IOSTAT_COMPLEX_RUNTIME
- LOCAL_ACTIVE_SESSION
- Transaction
- Query
- STATEMENT
- SUMMARY_STATEMENT
- STATEMENT_COUNT
- GLOBAL_STATEMENT_COUNT
- SUMMARY_STATEMENT_COUNT
- GLOBAL_STATEMENT_COMPLEX_HISTORY
- GLOBAL_STATEMENT_COMPLEX_HISTORY_TABLE
- GLOBAL_STATEMENT_COMPLEX_RUNTIME
- STATEMENT_RESPONSETIME_PERCENTILE
- STATEMENT_COMPLEX_RUNTIME
- STATEMENT_COMPLEX_HISTORY_TABLE
- STATEMENT_COMPLEX_HISTORY
- STATEMENT_WLMSTAT_COMPLEX_RUNTIME
- STATEMENT_HISTORY
- Cache/IO
- STATIO_USER_TABLES
- SUMMARY_STATIO_USER_TABLES
- GLOBAL_STATIO_USER_TABLES
- STATIO_USER_INDEXES
- SUMMARY_STATIO_USER_INDEXES
- GLOBAL_STATIO_USER_INDEXES
- STATIO_USER_SEQUENCES
- SUMMARY_STATIO_USER_SEQUENCES
- GLOBAL_STATIO_USER_SEQUENCES
- STATIO_SYS_TABLES
- SUMMARY_STATIO_SYS_TABLES
- GLOBAL_STATIO_SYS_TABLES
- STATIO_SYS_INDEXES
- SUMMARY_STATIO_SYS_INDEXES
- GLOBAL_STATIO_SYS_INDEXES
- STATIO_SYS_SEQUENCES
- SUMMARY_STATIO_SYS_SEQUENCES
- GLOBAL_STATIO_SYS_SEQUENCES
- STATIO_ALL_TABLES
- SUMMARY_STATIO_ALL_TABLES
- GLOBAL_STATIO_ALL_TABLES
- STATIO_ALL_INDEXES
- SUMMARY_STATIO_ALL_INDEXES
- GLOBAL_STATIO_ALL_INDEXES
- STATIO_ALL_SEQUENCES
- SUMMARY_STATIO_ALL_SEQUENCES
- GLOBAL_STATIO_ALL_SEQUENCES
- GLOBAL_STAT_DB_CU
- GLOBAL_STAT_SESSION_CU
- Utility
- REPLICATION_STAT
- GLOBAL_REPLICATION_STAT
- REPLICATION_SLOTS
- GLOBAL_REPLICATION_SLOTS
- BGWRITER_STAT
- GLOBAL_BGWRITER_STAT
- GLOBAL_CKPT_STATUS
- GLOBAL_DOUBLE_WRITE_STATUS
- GLOBAL_PAGEWRITER_STATUS
- GLOBAL_RECORD_RESET_TIME
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Setting a Ledger Database
Overview
Background
The ledger database, which integrates a blockchain idea, records a user operation in two types of historical tables: a user history table and a global blockchain table. When a user creates a tamper-proof user table, the system automatically adds a hash column to the table to save the hash summary of each row of data. In blockchain schema, a user history table is created to record the change behavior of each data record in the user table. The user's modification to the tamper-proof user table will be recorded in the global blockchain table. Because the history table can only be appended and cannot be modified, the records in the history table are connected to form the modification history of the tamper-proof user table.
The name and structure of the user history table are as follows:
Table 1 Columns in the blockchain._hist user history table
Column Name | Data Type | Description |
---|---|---|
rec_num | bigint | Sequence number of a row-level modification operation in the history table |
hash_ins | hash16 | Hash value of the data row inserted by the INSERT or UPDATE operation |
hash_del | hash16 | Hash value of the data row deleted by the DELETE or UPDATE operation |
pre_hash | hash32 | Summary of the data in the history table of the current user |
Table 2 Mapping between hash_ins and hash_del
- | hash_ins | hash_del |
---|---|---|
INSERT | (√) Hash value of the inserted row | Empty |
DELETE | Empty | (√) Hash value of the deleted row |
UPDATE | (√) Hash value of the newly inserted data | (√) Hash value of the row before deletion |
Procedure
-
Create a schema in tamper-proof schema.
For example, create ledgernsp in tamper-proof schema.
MogDB=# CREATE SCHEMA ledgernsp WITH BLOCKCHAIN;
-
Create a tamper-proof user table in tamper-proof schema.
For example, create a tamper-proof user table ledgernsp.usertable.
MogDB=# CREATE TABLE ledgernsp.usertable(id int, name text);
Check the structure of the tamper-proof user table and the corresponding user history table.
MogDB=# \d+ ledgernsp.usertable; Table "ledgernsp.usertable" Column | Type | Modifiers | Storage | Stats target | Description --------+---------+-----------+----------+--------------+------------- id | integer | | plain | | name | text | | extended | | hash | hash16 | | plain | | Has OIDs: no Options: orientation=row, compression=no History table name: ledgernsp_usertable_hist MogDB=# \d+ blockchain.ledgernsp_usertable_hist; Table "blockchain.ledgernsp_usertable_hist" Column | Type | Modifiers | Storage | Stats target | Description ----------+--------+-----------+---------+--------------+------------- rec_num | bigint | | plain | | hash_ins | hash16 | | plain | | hash_del | hash16 | | plain | | pre_hash | hash32 | | plain | | Indexes: "gs_hist_16388_index" PRIMARY KEY, btree (rec_num int4_ops) TABLESPACE pg_default Has OIDs: no Distribute By: HASH(rec_num) Location Nodes: ALL DATANODES Options: internal_mask=263
NOTE:
-
Tamper-proof tables cannot be non-row-store tables, temporary tables, foreign tables, or unlogged tables. Non-row-store tables do not have the temper-proof attribute.
-
When a temper-proof table is created, a system column named hash is automatically added. Therefore, the maximum number of columns in the temper-proof table is 1599.
Warning:
- The dbe_perf and snapshot schemas cannot be altered to the blockchain attribute, for example, ALTER SCHEMA dbe_perf WITH BLOCKCHAIN.
- The system schema cannot be altered to the blockchain attribute, such as ALTER SCHEMA pg_catalog WITH BLOCKCHAIN.
- The attribute of a schema that contains a table cannot be changed to blockchain using the ALTER SCHEMA statement.
-
-
Modify the data in the tamper-proof user table.
For example, execute INSERT, UPDATE, or DELETE on the tamper-proof user table.
MogDB=# INSERT INTO ledgernsp.usertable VALUES(1, 'alex'), (2, 'bob'), (3, 'peter'); INSERT 0 3 MogDB=# SELECT *, hash FROM ledgernsp.usertable ORDER BY id; id | name | hash ----+-------+------------------ 1 | alex | 1f2e543c580cb8c5 2 | bob | 8fcd74a8a6a4b484 3 | peter | f51b4b1b12d0354b (3 rows) MogDB=# UPDATE ledgernsp.usertable SET name = 'bob2' WHERE id = 2; UPDATE 1 MogDB=# SELECT *, hash FROM ledgernsp.usertable ORDER BY id; id | name | hash ----+-------+------------------ 1 | alex | 1f2e543c580cb8c5 2 | bob2 | 437761affbb7c605 3 | peter | f51b4b1b12d0354b (3 rows) MogDB=# DELETE FROM ledgernsp.usertable WHERE id = 3; DELETE 1 MogDB=# SELECT *, hash FROM ledgernsp.usertable ORDER BY id; id | name | hash ----+------+------------------ 1 | alex | 1f2e543c580cb8c5 2 | bob2 | 437761affbb7c605 (2 rows)
Viewing Historical Operation Records in the Ledger
Prerequisites
- You are an audit administrator or a role that has the audit administrator permissions.
- The database is running properly, and a series of addition, deletion, and modification operations are performed on the tamper-proof database to ensure that operation records are generated in the ledger for query.
Background
-
Only users with the AUDITADMIN attribute can view historical operation records in the ledger. For details about database users and how to create users, see Managing Users and Their Permissions.
-
To query the global blockchain table gs_global_chain, run the following command:
SELECT * FROM gs_global_chain;
This table contains 11 fields. For details about the meaning of each field, see GS_GLOBAL_CHAIN.
-
To query the user history table in BLOCKCHAIN schema,
for example, the schema of the user table is ledgernsp, the table name is usertable, and the name of the corresponding user history table is blockchain.ledgernsp_usertable_hist, you can run the following command:
SELECT * FROM blockchain.ledgernsp_usertable_hist;
The user history table contains four fields. For details about the meaning of each field, see Table 1.
NOTE: Generally, the name of a user history table is in the format of blockchain.hist. If the schema name or table name of the tamper-proof user table is too long, the length of the table name generated using the preceding format may exceed the upper limit. In this case, the blockchain.hist format is used to name the table.
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, and 8000 is the port number.
-
View records in the global blockchain table.
MogDB=# SELECT * FROM gs_global_chain; blocknum | dbname | username | starttime | relid | relnsp | relname | relhash | globalhash | txcommand ----------+----------+----------+-------------------------------+-------+-----------+-----------+------------------+----------------------------------+------------------ ------------------------------------------------------------ 0 | postgres | omm | 2021-04-14 07:00:46.32757+08 | 16393 | ledgernsp | usertable | a41714001181a294 | 6b5624e039e8aee36bff3e8295c75b40 | insert into ledge rnsp.usertable values(1, 'alex'), (2, 'bob'), (3, 'peter'); 1 | postgres | omm | 2021-04-14 07:01:19.767799+08 | 16393 | ledgernsp | usertable | b3a9ed0755131181 | 328b48c4370faed930937869783c23e0 | update ledgernsp. usertable set name = 'bob2' where id = 2; 2 | postgres | omm | 2021-04-14 07:01:29.896148+08 | 16393 | ledgernsp | usertable | 0ae4b4e4ed2fcab5 | aa8f0a236357cac4e5bc1648a739f2ef | delete from ledge rnsp.usertable where id = 3;
The query result indicates that user omm has consecutively executed three DML commands, including INSERT, UPDATE, and DELETE.
-
View records in the user history table.
MogDB=# SELECT * FROM blockchain.ledgernsp_usertable_hist; rec_num | hash_ins | hash_del | pre_hash ---------+------------------+------------------+---------------------------------- 0 | 1f2e543c580cb8c5 | | e1b664970d925d09caa295abd38d9b35 1 | 8fcd74a8a6a4b484 | | dad3ed8939a141bf3682043891776b67 2 | f51b4b1b12d0354b | | 53eb887fc7c4302402343c8914e43c69 3 | 437761affbb7c605 | 8fcd74a8a6a4b484 | c2868c5b49550801d0dbbbaa77a83a10 4 | | f51b4b1b12d0354b | 9c512619f6ffef38c098477933499fe3 (5 rows)
The query result shows that user omm inserts three rows of data to the ledgernsp.usertable table, updates one row of data, deletes one row of data, and leaves two rows of data, and the hash values are 1f2e543c580cb8c5 and 437761affbb7c605.
-
Query user table data and hash verification columns.
MogDB=# SELECT *, hash FROM ledgernsp.usertable; id | name | hash ----+------+------------------ 1 | alex | 1f2e543c580cb8c5 2 | bob2 | 437761affbb7c605 (2 rows)
The query result indicates that the remaining two records in the user table are the same as those in step 4.
Checking Ledger Data Consistency
Prerequisites
The database is running properly, and a series of addition, deletion, and modification operations are performed on the tamper-proof database to ensure that operation records are generated in the ledger for query.
Background
-
Currently, the ledger database provides two verification interfaces: ledger_hist_check(text, text) and ledger_gchain_check(text, text). When a common user invokes a verification interface, only the tables that the user has the permission to access can be verified.
-
The interface for verifying the tamper-proof user table and user history table is pg_catalog.ledger_hist_check. To verify a table, run the following command:
SELECT pg_catalog.ledger_hist_check(schema_name text,table_name text);
If the verification is successful, the function returns t. Otherwise, the function returns f.
-
The pg_catalog.ledger_gchain_check interface is used to check whether the tamper-proof user table, user history table, and global blockchain table are consistent. To verify consistency, run the following command:
SELECT pg_catalog.ledger_gchain_check(schema_name text, table_name text);
If the verification is successful, the function returns t. Otherwise, the function returns f.
Procedure
-
Check whether the tamper-proof user table ledgernsp.usertable is consistent with the corresponding user history table.
MogDB=# SELECT pg_catalog.ledger_hist_check('ledgernsp', 'usertable'); ledger_hist_check ------------------- t (1 row)
The query result shows that the results recorded in the tamper-proof user table and user history table are consistent.
-
Check whether the records in the tamper-proof ledgernsp.usertable table are the same as those in the corresponding user history table and global blockchain table.
MogDB=# SELECT pg_catalog.ledger_gchain_check('ledgernsp', 'usertable'); ledger_gchain_check --------------------- t (1 row)
The query result shows that the records of ledgernsp.usertable in the preceding three tables are consistent and no tampering occurs.
Archiving a Ledger Database
Prerequisites
- You are an audit administrator or a role that has the audit administrator permissions.
- The database is running properly, and a series of addition, deletion, and modification operations are performed on the tamper-proof database to ensure that operation records are generated in the ledger for query.
- The storage path audit_directory of audit files has been correctly configured in the database.
Context
-
Currently, the ledger database provides two archiving interfaces: ledger_hist_archive(text, text) and ledger_gchain_archive(void). Only the audit administrator can invoke the ledger database interfaces.
-
The interface for archiving the user history table is pg_catalog.ledger_hist_archive. To archive the table, run the following command:
SELECT pg_catalog.ledger_hist_archive(schema_name text,table_name text);
If the archiving is successful, the function returns t. Otherwise, the function returns f.
-
The interface for archiving the global blockchain table is pg_catalog.ledger_gchain_archive. To archive the table, run the following command:
SELECT pg_catalog.ledger_gchain_archive();
If the archiving is successful, the function returns t. Otherwise, the function returns f.
Procedure
-
Archive a specified user history table.
MogDB=# SELECT pg_catalog.ledger_hist_archive('ledgernsp', 'usertable'); ledger_hist_archive --------------------- t (1 row)
The user history table is archived as a record:
MogDB=# SELECT * FROM blockchain.ledgernsp_usertable_hist; rec_num | hash_ins | hash_del | pre_hash ---------+------------------+------------------+---------------------------------- 3 | e78e75b00d396899 | 8fcd74a8a6a4b484 | fd61cb772033da297d10c4e658e898d7 (1 row)
The command output indicates that the user history table of the current node is exported successfully.
-
Export the global blockchain table.
MogDB=# SELECT pg_catalog.ledger_gchain_archive(); ledger_gchain_archive ----------------------- t (1 row)
The global history table will be archived to n (number of user tables) data records by user table:
MogDB=# SELECT * FROM gs_global_chain; blocknum | dbname | username | starttime | relid | relnsp | relname | relhash | globalhash | txcommand ----------+----------+----------+-------------------------------+-------+-----------+-----------+------------------+----------------------------------+----------- 1 | postgres | libc | 2021-05-10 19:59:38.619472+08 | 16388 | ledgernsp | usertable | 57c101076694b415 | be82f98ee68b2bc4e375f69209345406 | Archived. (1 row)
The command output indicates that the global blockchain table of the current node is successfully exported.
Repairing a Ledger Database
Prerequisites
- You are an audit administrator or a role that has the audit administrator permissions.
- The database is running properly, and a series of addition, deletion, and modification operations are performed on the tamper-proof database to ensure that operation records are generated in the ledger for query.
Context
-
When an exception occurs or a global blockchain table or user history table is damaged, you can use the ledger_gchain_repair(text, text) or ledger_hist_repair(text, text) interface to repair the table. After the fault is rectified, the result of invoking the global blockchain table or user history table verification interface is true.
-
The interface for repairing a user history table is pg_catalog.ledger_hist_repair. To repair the table, run the following command:
SELECT pg_catalog.ledger_hist_repair(schema_name text,table_name text);
If the repair is successful, the function returns the hash increment of the user history table during the repair.
-
The interface for repairing the global blockchain table is pg_catalog.ledger_gchain_repair. To repair the table, run the following command:
SELECT pg_catalog.ledger_gchain_repair(schema_name text,table_name text);
If the repair is successful, the function returns the hash increment of the global blockchain table during the repair.
Procedure
-
Repair a specified user history table.
MogDB=# SELECT pg_catalog.ledger_hist_repair('ledgernsp', 'usertable'); ledger_hist_repair -------------------- 84e8bfc3b974e9cf (1 row)
The query result indicates that the user history table on the current node is successfully repaired. The hash increment of the user history table is 84e8bfc3b974e9cf.
-
Repair a specified global blockchain table.
MogDB=# SELECT pg_catalog.ledger_gchain_repair('ledgernsp', 'usertable'); ledger_gchain_repair ---------------------- a41714001181a294 (1 row)
The query result indicates that the global blockchain table is successfully repaired and a piece of repair data is inserted. The hash value is a41714001181a294.