yb YugabyteDB Docs
  • Join us onYugabyteDB Community Slack
  • Star us on
  • Get Started
  • Documentation
    • Docs Home
    • Quick Start
    • Explore
    • Develop
    • Migrate
    • Secure
    • Launch and Manage
    • Benchmark
    • Integrations
    • Reference
    • Contribute
    • View all products
      • YugabyteDB Anywhere
      • YugabyteDB Managed
  • FAQ
  • Release Notes
Docs Menu
  • Docs Home
  • Quick Start
  • Explore
    • SQL features
      • SQL Feature Support
      • PostgreSQL Compatibility
      • Foreign Data Wrappers
      • Schemas and Tables
      • Data Types
      • Data Manipulation
      • Queries and Joins
      • Expressions and Operators
      • Stored Procedures
      • Triggers
      • Advanced features
        • Cursors
        • Table Partitioning
        • Views
        • Savepoints
        • Collations
      • Going beyond SQL
        • Follower reads
        • Tablespaces
      • PostgreSQL extensions
    • Fault tolerance
    • Horizontal scalability
      • Scaling Transactions
      • Sharding Data
    • Transactions
      • Distributed Transactions
      • Isolation Levels
      • Explicit Locking
    • Indexes and Constraints
      • Primary keys
      • Foreign keys
      • Secondary indexes
      • Unique indexes
      • Partial indexes
      • Expression indexes
      • Covering indexes
      • GIN indexes
      • Other constraints
    • JSON support
    • Multi-region deployments
      • Sync replication (3+ regions)
      • Async Replication (2+ regions)
      • Row-Level Geo-Partitioning
      • Read replicas
    • Query tuning
      • Introduction
      • Get query statistics using pg_stat_statements
      • Viewing live queries with pg_stat_activity
      • Analyzing queries with EXPLAIN
      • Optimizing YSQL queries using pg_hint_plan
    • Cluster management
      • Point-in-time recovery
    • Change data capture (CDC)
      • CDCSDK Server
      • Debezium connector
      • Java CDC console
    • Security
    • Observability
      • Prometheus Integration
      • Grafana Dashboard
  • Develop
    • Learn app development
      • 1. SQL vs NoSQL
      • 2. Data modeling
      • 3. Data types
      • 4. ACID transactions
      • 5. Aggregations
      • 6. Batch operations
      • 7. Date and time
      • 8. Strings and text
      • 9. TTL for data expiration
    • Drivers and ORMs
      • Java
        • Connect an app
        • Use an ORM
      • Go
        • Connect an app
        • Use an ORM
      • C#
        • Connect an app
        • Use an ORM
      • Node.js
        • Connect an app
        • Use an ORM
      • Python
        • Python drivers
        • Python ORMs
        • Supported versions
      • Rust
        • Diesel ORM
    • Real-world examples
      • E-Commerce app
      • IoT fleet management
    • Explore sample apps
    • Best practices
    • Quality of Service
      • Rate limiting connections
      • Write-heavy workloads
      • Transaction priorities
    • Cloud-native development
      • Codespaces
      • Gitpod
  • Migrate
    • YugabyteDB Voyager
      • Install
      • Migration steps
      • Performance
      • yb-voyager CLI
    • Manual import
      • Convert a PostgreSQL schema
      • Migrate a PostgreSQL application
      • Export PostgreSQL data
      • Prepare a cluster
      • Import PostgreSQL data
      • Verify migration
  • Secure
    • Security checklist
    • Enable authentication
      • Enable users
      • Configure client authentication
    • Authentication methods
      • Password authentication
      • LDAP authentication
      • Host-based authentication
      • Trust authentication
    • Role-based access control
      • Overview
      • Manage users and roles
      • Grant privileges
      • Row-level security
      • Column-level security
    • Encryption in transit
      • Create server certificates
      • Enable server-to-server encryption
      • Enable client-to-server encryption
      • Connect to clusters
      • TLS and authentication
    • Encryption at rest
    • Column-level encryption
    • Audit logging
      • Configure audit logging
      • Session-Level Audit Logging
      • Object-Level Audit Logging
    • Vulnerability disclosure policy
  • Launch and Manage
    • Manage
      • Backup and restore
        • Export and import
        • Distributed snapshots
        • Point-in-time recovery
      • Migrate data
        • Bulk import
        • Bulk export
      • Change cluster configuration
      • Diagnostics reporting
      • Upgrade a deployment
      • Grow cluster
    • Deploy
      • Deployment checklist
      • Manual deployment
        • 1. System configuration
        • 2. Install software
        • 3. Start YB-Masters
        • 4. Start YB-TServers
        • 5. Verify deployment
      • Kubernetes
        • Single-zone
          • Open Source
          • Amazon EKS
          • Google Kubernetes Engine
          • Azure Kubernetes Service
        • Multi-zone
          • Amazon EKS
          • Google Kubernetes Engine
        • Multi-cluster
          • Google Kubernetes Engine
        • Best practices
        • Connect Clients
      • Docker
      • Public clouds
        • Amazon Web Services
        • Google Cloud Platform
        • Microsoft Azure
      • Multi-DC deployments
        • Three+ data center (3DC)
        • Asynchronous replication
        • Read replica clusters
    • Troubleshoot
      • Troubleshooting
      • Cluster level issues
        • YCQL connection issues
        • YEDIS connection Issues
        • Recover tserver/master
        • Replace a failed YB-TServer
        • Replace a failed YB-Master
        • Manual remote bootstrap when a majority of peers fail
        • Recover YB-TServer from crash loop
      • Node level issues
        • Check servers
        • Inspect logs
        • System statistics
        • Disk failure
        • Common error messages
  • Benchmark
    • TPC-C
    • sysbench
    • YCSB
    • Key-value workload
    • Large datasets
    • Scalability
      • Scaling queries
    • Resilience
      • Jepsen testing
    • Performance Troubleshooting
  • Integrations
    • Apache Kafka
    • Apache Spark
    • Camunda
    • Debezium
    • Django REST framework
    • Entity Framework
    • Flyway
    • GORM
    • Hasura
      • Application Development
      • Benchmarking
    • JanusGraph
    • KairosDB
    • Liquibase
    • Metabase
    • Presto
    • Prisma
    • Sequelize
    • Spring Framework
      • Spring Data YugabyteDB
      • Spring Data JPA
      • Spring Data Cassandra
    • SQLAlchemy
    • WSO2 Identity Server
    • YSQL Loader
    • YugabyteDB JDBC driver
  • Reference
    • Architecture
      • Design goals
      • Key concepts
        • Universe
        • YB-TServer Service
        • YB-Master Service
      • Core functions
        • Universe creation
        • Table creation
        • Write IO path
        • Read IO path
        • High availability
      • Layered architecture
      • Query layer
        • Overview
      • DocDB transactions layer
        • Transactions overview
        • Transaction isolation levels
        • Explicit locking
        • Read Committed
        • Single-row transactions
        • Distributed transactions
        • Transactional IO path
      • DocDB sharding layer
        • Hash & range sharding
        • Tablet splitting
        • Colocated tables
      • DocDB replication layer
        • Replication
        • xCluster replication
        • Read replicas
        • Change data capture (CDC)
      • DocDB storage layer
        • Persistence
        • Performance
    • APIs
      • YSQL
        • The SQL language
          • SQL statements
            • ABORT
            • ALTER DATABASE
            • ALTER DEFAULT PRIVILEGES
            • ALTER DOMAIN
            • ALTER FOREIGN DATA WRAPPER
            • ALTER FOREIGN TABLE
            • ALTER GROUP
            • ALTER POLICY
            • ALTER ROLE
            • ALTER SEQUENCE
            • ALTER SERVER
            • ALTER TABLE
            • ALTER USER
            • ANALYZE
            • BEGIN
            • CALL
            • COMMENT
            • COMMIT
            • COPY
            • CREATE AGGREGATE
            • CREATE CAST
            • CREATE DATABASE
            • CREATE DOMAIN
            • CREATE EXTENSION
            • CREATE FOREIGN DATA WRAPPER
            • CREATE FOREIGN TABLE
            • CREATE FUNCTION
            • CREATE GROUP
            • CREATE INDEX
            • CREATE MATERIALIZED VIEW
            • CREATE OPERATOR
            • CREATE OPERATOR CLASS
            • CREATE POLICY
            • CREATE PROCEDURE
            • CREATE ROLE
            • CREATE RULE
            • CREATE SCHEMA
            • CREATE SEQUENCE
            • CREATE SERVER
            • CREATE TABLE
            • CREATE TABLE AS
            • CREATE TRIGGER
            • CREATE TYPE
            • CREATE USER
            • CREATE USER MAPPING
            • CREATE VIEW
            • DEALLOCATE
            • DELETE
            • DO
            • DROP AGGREGATE
            • DROP CAST
            • DROP DATABASE
            • DROP DOMAIN
            • DROP EXTENSION
            • DROP FOREIGN DATA WRAPPER
            • DROP FOREIGN TABLE
            • DROP FUNCTION
            • DROP GROUP
            • DROP MATERIALIZED VIEW
            • DROP OPERATOR
            • DROP OPERATOR CLASS
            • DROP OWNED
            • DROP POLICY
            • DROP PROCEDURE
            • DROP ROLE
            • DROP RULE
            • DROP SEQUENCE
            • DROP SERVER
            • DROP TABLE
            • DROP TRIGGER
            • DROP TYPE
            • DROP USER
            • END
            • EXECUTE
            • EXPLAIN
            • GRANT
            • IMPORT FOREIGN SCHEMA
            • INSERT
            • LOCK
            • PREPARE
            • REASSIGN OWNED
            • REFRESH MATERIALIZED VIEW
            • RELEASE SAVEPOINT
            • RESET
            • REVOKE
            • ROLLBACK
            • ROLLBACK TO SAVEPOINT
            • SAVEPOINT
            • SELECT
            • SET
            • SET CONSTRAINTS
            • SET ROLE
            • SET SESSION AUTHORIZATION
            • SET TRANSACTION
            • SHOW
            • SHOW TRANSACTION
            • TRUNCATE
            • UPDATE
            • 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
            • Section contents
            • 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
          • 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()
          • setval()
          • 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()
        • 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 and ORMs
      • JDBC Drivers
      • C# Drivers
      • Go Drivers
      • Node.js Drivers
      • Python Drivers
      • Client drivers for YSQL
      • Client drivers for YCQL
    • Connectors
      • Kafka Connect YugabyteDB
    • Third party tools
      • pgAdmin
      • Apache Superset
      • Arctype
      • DBeaver
      • TablePlus
      • DbSchema
      • SQL Workbench/J
      • Cassandra Workbench
    • Sample datasets
      • Chinook
      • Northwind
      • PgExercises
      • SportsDB
      • Retail Analytics
    • Misc
      • YEDIS
        • Quick start
        • Develop
          • Build an application
          • C#
          • C++
          • Go
          • Java
          • NodeJS
          • Python
        • API reference
          • APPEND
          • AUTH
          • CONFIG
          • CREATEDB
          • DELETEDB
          • LISTDB
          • SELECT
          • DEL
          • ECHO
          • EXISTS
          • EXPIRE
          • EXPIREAT
          • FLUSHALL
          • FLUSHDB
          • GET
          • GETRANGE
          • GETSET
          • HDEL
          • HEXISTS
          • HGET
          • HGETALL
          • HINCRBY
          • HKEYS
          • HLEN
          • HMGET
          • HMSET
          • HSET
          • HSTRLEN
          • HVALS
          • INCR
          • INCRBY
          • KEYS
          • MONITOR
          • PEXPIRE
          • PEXPIREAT
          • PTTL
          • ROLE
          • SADD
          • SCARD
          • RENAME
          • SET
          • SETEX
          • PSETEX
          • SETRANGE
          • SISMEMBER
          • SMEMBERS
          • SREM
          • STRLEN
          • ZRANGE
          • TSADD
          • TSCARD
          • TSGET
          • TSLASTN
          • TSRANGEBYTIME
          • TSREM
          • TSREVRANGEBYTIME
          • TTL
          • ZADD
          • ZCARD
          • ZRANGEBYSCORE
          • ZREM
          • ZREVRANGE
          • ZSCORE
          • PUBSUB
          • PUBLISH
          • SUBSCRIBE
          • UNSUBSCRIBE
          • PSUBSCRIBE
          • PUNSUBSCRIBE
      • Legal
        • Third-party software
  • Contribute
    • Core database
      • Contribution checklist
      • Build the source
      • Configure a CLion project
      • Run the tests
      • Coding style
    • Documentation
      • Docs checklist
      • Docs layout
      • Build the docs
        • Editor setup
      • Edit the docs
        • Docs page structure
        • Widgets and shortcodes
        • Syntax diagrams
      • Style guide
  • View all products
    • YugabyteDB Anywhere
    • YugabyteDB Managed
  • Join our community
    • Slack
    • GitHub
    • University
    • Yugabyte Friday Tech Talks
    • Forum
  • Contact Support
.
  1. YugabyteDB documentation
  2. Explore
  3. Observability
Observability in YugabyteDB

Observability

Observability in YugabyteDB.
  • Releases
    v2.15 (Preview) v2.12 (Stable) v2.8 v2.6 v2.4 Unsupported versions
Prometheus Integration
Export YugabyteDB metrics into Prometheus to inspect various metrics.
Grafana Dashboard
Create dashboards using Prometheus metrics to understand the health and performance of YugabyteDB clusters.
Yugabyte logo
© 2022 Yugabyte, Inc. All Rights Reserved Privacy Policy Terms of Service