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  • YUGABYTEDB CORE
    • Quick start
      • 1. Install YugabyteDB
      • 2. Create a local cluster
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        • 1. SQL vs NoSQL
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    • Deploy
      • Deployment checklist
      • Manual deployment
        • 1. System configuration
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    • Contribute
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  • YUGABYTE PLATFORM
    • Overview
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  • YUGABYTE CLOUD
    • Overview
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      • Create a free cluster
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      • Build an application
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      • Security architecture
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    • Troubleshoot
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    • What's new
  • INTEGRATIONS
    • Apache Kafka
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      • Spring Data YugabyteDB
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  • REFERENCE
    • Architecture
      • Design goals
      • Key concepts
        • Universe
        • YB-TServer Service
        • YB-Master Service
      • Core functions
        • Universe creation
        • Table creation
        • Write IO path
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        • High availability
      • Layered architecture
      • Query layer
        • Overview
      • DocDB transactions layer
        • Transactions overview
        • Transaction isolation levels
        • Explicit locking
        • Single-row transactions
        • Distributed transactions
        • Transactional IO path
      • DocDB sharding layer
        • Hash & range sharding
        • Tablet splitting
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      • DocDB replication layer
        • Replication
        • xCluster replication
        • Read replicas
        • Change data capture (CDC)
      • DocDB storage layer
        • Persistence
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    • APIs
      • YSQL
        • The SQL language
          • SQL statements
            • ABORT
            • ALTER DATABASE
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            • ANALYZE
            • BEGIN
            • CALL
            • COMMENT
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            • COPY
            • CREATE AGGREGATE
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            • CREATE DOMAIN
            • CREATE EXTENSION
            • CREATE FUNCTION
            • CREATE GROUP
            • CREATE INDEX
            • CREATE OPERATOR
            • CREATE OPERATOR CLASS
            • CREATE POLICY
            • CREATE PROCEDURE
            • CREATE ROLE
            • CREATE RULE
            • CREATE SCHEMA
            • CREATE SEQUENCE
            • CREATE TABLE
            • CREATE TABLE AS
            • CREATE TRIGGER
            • CREATE TYPE
            • CREATE USER
            • CREATE VIEW
            • DEALLOCATE
            • DELETE
            • DO
            • DROP AGGREGATE
            • DROP CAST
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            • DROP DOMAIN
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            • DROP OPERATOR CLASS
            • DROP OWNED
            • DROP POLICY
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            • DROP TYPE
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            • END
            • EXECUTE
            • EXPLAIN
            • GRANT
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            • SAVEPOINT
            • SELECT
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            • SET ROLE
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            • SHOW
            • SHOW TRANSACTION
            • TRUNCATE
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            • VALUES
          • WITH clause
            • WITH clause—SQL syntax and semantics
            • recursive CTE
            • case study—traversing an employee hierarchy
            • traversing general graphs
              • graph representation
              • common code
              • undirected cyclic graph
              • directed cyclic graph
              • directed acyclic graph
              • rooted tree
              • Unique containing paths
              • Stress testing find_paths()
            • case study—Bacon Numbers from IMDb
              • Bacon numbers for synthetic data
              • Bacon numbers for IMDb data
        • Data types
          • Array
            • array[] constructor
            • Literals
              • Text typecasting and literals
              • Array of primitive values
              • Row
              • Array of rows
            • FOREACH loop (PL/pgSQL)
            • array of DOMAINs
            • Functions and operators
              • ANY and ALL
              • Array comparison
              • Array slice operator
              • Array concatenation
              • Array properties
              • array_agg(), unnest(), generate_subscripts()
              • array_fill()
              • array_position(), array_positions()
              • array_remove()
              • array_replace() / set value
              • array_to_string()
              • string_to_array()
          • Binary
          • Boolean
          • Character
          • Date and time
            • Conceptual background
            • Timezones and UTC offsets
              • Catalog views
              • Extended_timezone_names
                • Unrestricted full projection
                • Real timezones with DST
                • Real timezones no DST
                • Synthetic timezones no DST
              • Offset/timezone-sensitive operations
                • Timestamptz to/from timestamp conversion
                • Pure 'day' interval arithmetic
              • Four ways to specify offset
                • Name-resolution rules
                  • 1 case-insensitive resolution
                  • 2 ~names.abbrev never searched
                  • 3 'set timezone' string not resolved in ~abbrevs.abbrev
                  • 4 ~abbrevs.abbrev before ~names.name
                  • Helper functions
              • Syntax contexts for offset
              • Recommended practice
            • Typecasting between date-time and text-values
            • Semantics of the date-time data types
              • Date data type
              • Time data type
              • Plain timestamp and timestamptz
              • Interval data type
                • Interval representation
                  • Ad hoc examples
                  • Representation model
                • Interval value limits
                • Declaring intervals
                • Justify() and extract(epoch...)
                • Interval arithmetic
                  • Interval-interval comparison
                  • Interval-interval addition and subtraction
                  • Interval-number multiplication
                  • Moment-moment overloads of "-"
                  • Moment-interval overloads of "+" and "-"
                • Custom interval domains
                • Interval utility functions
            • Typecasting between date-time datatypes
            • Operators
              • Test comparison overloads
              • Test addition overloads
              • Test subtraction overloads
              • Test multiplication overloads
              • Test division overloads
            • General-purpose functions
              • Creating date-time values
              • Manipulating date-time values
              • Current date-time moment
              • Delaying execution
              • Miscellaneous
                • Function age()
                • Function extract() | date_part()
                • Implementations that model the overlaps operator
            • Formatting functions
            • Case study—SQL stopwatch
            • Download & install the date-time utilities
            • ToC
          • JSON
            • JSON literals
            • Primitive and compound data types
            • Code example conventions
            • Indexes and check constraints
            • Functions & operators
              • ::jsonb, ::json, ::text (typecast)
              • ->, ->>, #>, #>> (JSON subvalues)
              • - and #- (remove)
              • || (concatenation)
              • = (equality)
              • @> and <@ (containment)
              • ? and ?| and ?& (key or value existence)
              • array_to_json()
              • jsonb_agg()
              • jsonb_array_elements()
              • jsonb_array_elements_text()
              • jsonb_array_length()
              • jsonb_build_object()
              • jsonb_build_array()
              • jsonb_each()
              • jsonb_each_text()
              • jsonb_extract_path()
              • jsonb_extract_path_text() and json_extract_path_text()
              • jsonb_object()
              • jsonb_object_agg()
              • jsonb_object_keys()
              • jsonb_populate_record()
              • jsonb_populate_recordset()
              • jsonb_pretty()
              • jsonb_set() and jsonb_insert()
              • jsonb_strip_nulls()
              • jsonb_to_record()
              • jsonb_to_recordset()
              • jsonb_typeof()
              • row_to_json()
              • to_jsonb()
          • Money
          • Numeric
          • Range
          • Serial
          • UUID
        • Functions and operators
          • Aggregate functions
            • Informal functionality overview
            • Invocation syntax and semantics
            • grouping sets, rollup, cube
            • Per function signature and purpose
              • avg(), count(), max(), min(), sum()
              • array_agg(), string_agg(), jsonb_agg(), jsonb_object_agg()
              • bit_and(), bit_or(), bool_and(), bool_or()
              • variance(), var_pop(), var_samp(), stddev(), stddev_pop(), stddev_samp()
              • linear regression
                • covar_pop(), covar_samp(), corr()
                • regr_%()
              • mode(), percentile_disc(), percentile_cont()
              • rank(), dense_rank(), percent_rank(), cume_dist()
            • case study—percentile_cont() and the "68–95–99.7" rule
            • case study—linear regression on COVID data
              • Download the COVIDcast data
              • Ingest the COVIDcast data
                • Inspect the COVIDcast data
                • Copy the .csv files to staging tables
                • Check staged data conforms to the rules
                • Join the staged data into a single table
                • SQL scripts
                  • Create cr_staging_tables()
                  • Create cr_copy_from_scripts()
                  • Create assert_assumptions_ok()
                  • Create xform_to_covidcast_fb_survey_results()
                  • ingest-the-data.sql
              • Analyze the COVIDcast data
                • symptoms vs mask-wearing by day
                • Data for scatter-plot for 21-Oct-2020
                • Scatter-plot for 21-Oct-2020
                • SQL scripts
                  • analysis-queries.sql
                  • synthetic-data.sql
          • currval()
          • lastval()
          • nextval()
          • Window functions
            • Informal functionality overview
            • Invocation syntax and semantics
            • Per function signature and purpose
              • row_number(), rank() and dense_rank()
              • percent_rank(), cume_dist() and ntile()
              • first_value(), nth_value(), last_value()
              • lag(), lead()
              • Tables for the code examples
                • table t1
                • table t2
                • table t3
                • table t4
            • case study—analyzing a normal distribution
              • Bucket allocation scheme
              • do_clean_start.sql
              • cr_show_t4.sql
              • cr_dp_views.sql
              • cr_int_views.sql
              • cr_pr_cd_equality_report.sql
              • cr_bucket_using_width_bucket.sql
              • cr_bucket_dedicated_code.sql
              • do_assert_bucket_ok
              • cr_histogram.sql
              • cr_do_ntile.sql
              • cr_do_percent_rank.sql
              • cr_do_cume_dist.sql
              • do_populate_results.sql
              • do_report_results.sql
              • do_compare_dp_results.sql
              • do_demo.sql
              • Reports
                • Histogram report
                • dp-results
                • compare-dp-results
                • int-results
          • yb_hash_code()
        • Extensions
        • Keywords
        • Reserved names
      • YCQL
        • ALTER KEYSPACE
        • ALTER ROLE
        • ALTER TABLE
        • CREATE INDEX
        • CREATE KEYSPACE
        • CREATE ROLE
        • CREATE TABLE
        • CREATE TYPE
        • DROP INDEX
        • DROP KEYSPACE
        • DROP ROLE
        • DROP TABLE
        • DROP TYPE
        • GRANT PERMISSION
        • GRANT ROLE
        • REVOKE PERMISSION
        • REVOKE ROLE
        • USE
        • INSERT
        • SELECT
        • EXPLAIN
        • UPDATE
        • DELETE
        • TRANSACTION
        • TRUNCATE
        • Simple expressions
        • Subscripted expressions
        • Function call
        • Operators
        • BLOB
        • BOOLEAN
        • Collection
        • FROZEN
        • INET
        • Integer and counter
        • Non-integer
        • TEXT
        • DATE, TIME, and TIMESTAMP
        • UUID and TIMEUUID
        • JSONB
        • Date and time
        • BATCH
    • CLIs
      • yb-ctl
      • yb-docker-ctl
      • ysqlsh
      • ycqlsh
      • yb-admin
      • yb-ts-cli
      • ysql_dump
      • ysql_dumpall
    • Configuration
      • yb-tserver
      • yb-master
      • yugabyted
      • Default ports
    • Drivers
      • Client drivers for YSQL
      • Client drivers for YCQL
    • Connectors
      • Kafka Connect YugabyteDB
    • Third party tools
      • DBeaver
      • DbSchema
      • pgAdmin
      • SQL Workbench/J
      • TablePlus
      • Visual Studio Code
    • Sample datasets
      • Chinook
      • Northwind
      • PgExercises
      • SportsDB
      • Retail Analytics
  • RELEASES
    • Releases overview
    • Release versioning
    • What's new
      • v2.11 (latest)
      • v2.8 (stable)
    • Earlier releases
      • v2.9 series
      • v2.7 series
      • v2.6 series
      • v2.5 series
      • v2.4 series
      • v2.3.3
      • v2.3.2
      • v2.3.1
      • v2.3.0
      • v2.2.0 series
      • v2.1.8
      • v2.1.6
      • v2.1.5
      • v2.1.4
      • v2.1.3
      • v2.1.2
      • v2.1.1
      • v2.1.0
      • v2.0.11
      • v2.0.10
      • v2.0.9
      • v2.0.8
      • v2.0.7
      • v2.0.6
      • v2.0.5
      • v2.0.3
      • v2.0.1
      • v2.0.0
      • v1.3.1
      • v1.3.0
      • v1.2.12
      • v1.2.11
      • v1.2.10
      • v1.2.9
      • v1.2.8
      • v1.2.6
      • v1.2.5
      • v1.2.4
  • FAQ
    • Comparisons
      • Amazon Aurora
      • Google Cloud Spanner
      • CockroachDB
      • TiDB
      • Vitess
      • MongoDB
      • FoundationDB
      • Amazon DynamoDB
      • Azure Cosmos DB
      • Apache Cassandra
      • PostgreSQL
      • Redis in-memory store
      • Apache HBase
    • General FAQ
    • Operations FAQ
    • API compatibility FAQ
    • Yugabyte Platform FAQ
  • MISC
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Yugabyte documentation
>

Yugabyte documentation

v2.11 — the latest release series

New release versioning

Starting with v2.2.0, Yugabyte release versions follow a new release versioning convention. The latest release series, denoted by MAJOR.ODD, incrementally introduces new features and changes and is intended for development and testing only. Patch releases, denoted by MAJOR.ODD.PATCH versioning, can include new features and changes that might break backwards compatibility. For more information, see Releases overview.
Quick Start
Get started in 5 minutes on macOS, Linux, Docker, and Kubernetes
Explore
See core YugabyteDB features in action
Develop
Develop applications powered by YugabyteDB
Migrate
Migrate data and applications from other databases to YugabyteDB
Deploy
Deploy multi-node clusters on any public cloud or private data center
Benchmark
Run performance, correctness, and data density benchmarks
Secure
Secure YugabyteDB with authentication, authorization, and encryption
Manage
Perform backup and restore, migrate data, run diagnostics, change cluster configuration
Troubleshoot
Troubleshoot YugabyteDB
Overview
Overview and architecture of the Yugabyte Platform.
Install Yugabyte Platform
Prepare for and install Yugabyte Platform.
Configure Yugabyte Platform
Configure Yugabyte Platform and cloud providers.
Manage deployments
Use Yugabyte Platform to manage deployments.
Back up and restore data
Back up and restore YugabyteDB and universe data.
Alerts and monitoring
Create alerts and monitor dashboards using Yugabyte Platform.
Create deployments
Create YugabyteDB universe deployments
Security
Secure Yugabyte Platform and YugabyteDB universes.
Troubleshoot
Troubleshoot YugabyteDB clusters through Yugabyte Platform.
Administer Yugabyte Platform
Administer Yugabyte Platform.
Upgrade Yugabyte Plaform
Upgrade Yugabyte Plaform
Quick start
Sign up, create a free cluster, connect, and explore YugabyteDB.
Develop
Learn how to develop applications for your cluster.
Deploy
Deploy production-ready clusters in Yugabyte Cloud.
Secure
Set up security features for your cloud.
Connect
Connect to your clusters from a browser, your desktop, and from applications.
Monitor
Monitor cluster performance and live and slow queries, and review logged activity.
Manage
Scale, back up, and restore the clusters in your cloud.
Security architecture
Learn about how your cloud and clusters are secured.
Administer your cloud
Manage cloud users and billing.
Yugabyte Cloud FAQ
Questions about using Yugabyte Cloud.
Security architecture
Learn about how your cloud and clusters are secured.
Administer your cloud
Manage cloud users and billing.
Yugabyte Cloud FAQ
Questions about using Yugabyte Cloud.
Apache Kafka
Distributed streaming platform integrated with the YSQL and YCQL APIs using Kafka Connect.
Apache Spark
Analytics processing engine integrated with the YCQL API.
JanusGraph
Scalable graph API that uses Cassandra-compatible YugabyteDB as it's underlying distributed database.
KairosDB
Fast time-series metrics API that uses Cassandra-compatible YugabyteDB as its underlying distributed database.
Presto
Ad-hoc interactive SQL queries on top of YugabyteDB.
Metabase
Ad-hoc interactive SQL queries on top of PostgreSQL-compatible YugabyteDB.
WSO2
Access and identity management for YugabyteDB.
Spring Framework
Spring Framework support for YugabyteDB.
Prisma
Use the Prisma client and service (running in a Docker container) to add data and run queries on a YugabyteDB database. Also, take a quick look at the Prisma ORM functionality.
Hasura
Use the Hasura GraphQL engine with YugabyteDB to explore using GraphQL to add data and run queries.
Yugabyte JDBC Driver
Use Yugabyte JDBC Driver for YSQL to power your geographically-distributed applications with an internal load balancer.
Liquibase
Use Liquibase to perform data migration.
Flyway
Perform schema migration using Flyway.
Sequelize
Use Sequelize to enable ORM.
SQLAlchemy
Use SQLAlchemy to enable ORM.
GORM
Use GORM for object-relational mapping..
Architecture
Learn how YugabyteDB works
2 chapters
API reference
Reference for the YSQL and YCQL APIs
CLI reference
Admin commands and utilities reference
Configuration reference
Reference for configuring YB-TServer and YB-Master services
Drivers
Drivers for powering applications with YugabyteDB
Connectors
Connectors for integrating with YugabyteDB
6 chapters
Third party tools
GUI tools for developing and managing YugabyteDB databases
4 chapters
Sample datasets
Sample datasets for use with YugabyteDB
Releases
What's new in the latest and current stable releases
Earlier releases
Release notes for current and earlier releases
Comparisons
Comparisons with common operational databases
General FAQ
Questions about YugabyteDB, APIs, functionality, editions, releases, and more.
Operations FAQ
Questions related to managing YugabyteDB clusters.
API compatibility FAQ
Understanding YugabyteDB API compatibility with popular database languages.
Yugabyte Platform FAQ
Questions about using the commercial Yugabyte Platform.
Get involved
Learn how you can become a contributor
Core database
Contribute to the core database
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