Join us on YugabyteDB Community Slack
Star us on
Get Started
Slack
GitHub
Get Started
v2.13 (latest) v2.12 (stable) v2.8 (earlier version) v2.6 (earlier version) v2.4 (earlier version) v2.2 (earlier version) v2.1 (earlier version) v2.0 (earlier version) v1.3 (earlier version)
  • YUGABYTEDB CORE
    • Quick start
      • 1. Install YugabyteDB
      • 2. Create a local cluster
      • 3. Explore distributed SQL
      • 4. Build an application
        • Java
        • Node.js
        • Go
        • Python
        • Ruby
        • C#
        • PHP
        • C++
        • C
        • Scala
    • Explore
      • SQL features
        • Schemas and Tables
        • Data Types
        • Data Manipulation
        • Queries and Joins
        • Expressions and Operators
        • Stored Procedures
        • Triggers
        • Advanced features
          • Cursors
          • Table Partitioning
          • Views
          • Savepoints
          • Collations
          • Extensions
        • Going beyond SQL
          • Follower reads
          • Tablespaces
      • Fault tolerance
      • Horizontal scalability
        • Scaling Transactions
        • Sharding Data
      • Transactions
        • Distributed Transactions
        • Isolation Levels
        • Explicit Locking
      • Indexes and Constraints
        • Overview
        • Unique Indexes
        • Partial Indexes
        • Expression Indexes
        • Generalized Inverted Indexes
        • Primary Key
        • Foreign Key
        • 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
      • 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
      • Real-world examples
        • E-Commerce app
        • IoT fleet management
      • Explore sample apps
      • Best practices
      • Cloud-native development
        • Codespaces
        • Gitpod
    • Migrate
      • Migration process overview
      • Migrate from PostgreSQL
        • Convert a PostgreSQL schema
        • Migrate a PostgreSQL application
        • Export PostgreSQL data
        • Prepare a cluster
        • Import PostgreSQL data
        • Verify Migration
    • 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
    • Benchmark
      • TPC-C
      • sysbench
      • YCSB
      • Key-value workload
      • Large datasets
      • Scalability
        • Scaling queries
      • Resilience
        • Jepsen testing
      • Performance Troubleshooting
    • Secure
      • Security checklist
      • Enable Authentication
        • Enable User Authentication
        • Configure ysql_hba_conf_csv
      • 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 (RLS)
        • 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
    • Manage
      • Back up and restore
        • Back up data
        • Restore data
        • Point-in-time recovery
        • Snapshot and restore data
      • Migrate data
        • Bulk import
        • Bulk export
      • Change cluster configuration
      • Diagnostics reporting
      • Upgrade a deployment
      • Grow cluster
    • 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
      • Node level issues
        • Check servers
        • Inspect logs
        • System statistics
        • Disk failure
        • Common error messages
    • Contribute
      • Core database
        • Contribution checklist
        • Build the source
        • Configure a CLion project
        • Run the tests
        • Coding style
  • YUGABYTE PLATFORM
    • Overview
      • Install
      • Configure
    • Install Yugabyte Platform
      • Prerequisites
      • Prepare the environment
      • Install software
      • Prepare nodes (on-prem)
      • Uninstall software
    • Configure Yugabyte Platform
      • Create admin user
      • Configure the cloud provider
      • Configure the backup target
      • Configure alerts
    • Create deployments
      • Multi-zone universe
      • Multi-region universe
      • Multi-cloud universe
      • Read replica cluster
      • Asynchronous replication
    • Manage deployments
      • Start and stop processes
      • Add a node
      • Eliminate an unresponsive node
      • Enable high availability
      • Edit configuration flags
      • Edit a universe
      • Delete a universe
      • Configure instance tags
      • Upgrade YugabyteDB software
      • Migrate to Helm 3
    • Back up universes
      • Configure backup storage
      • Back up universe data
      • Restore universe data
      • Schedule data backups
    • Security
      • Security checklist
      • Customize ports
      • LDAP authentication
      • Authorization platform
      • Create a KMS configuration
      • Enable encryption at rest
      • Enable encryption in transit (TLS)
      • Network security
    • Alerts and monitoring
      • Alerts
      • Live Queries dashboard
      • Slow Queries dashboard
    • Troubleshoot
      • Install and upgrade issues
      • Universe issues
    • Administer Yugabyte Platform
      • Back Up Yugabyte Platform
      • Authenticate with LDAP
    • Upgrade Yugabyte Platform
      • Upgrade using Replicated
  • YUGABYTE CLOUD
    • Overview
    • Quick start
      • Create a free cluster
      • Connect to the cluster
      • Create a database
      • Explore distributed SQL
      • Build an application
        • Before you begin
        • Java
        • Go
        • Python
        • Node.js
        • C
        • C++
        • C#
        • Ruby
        • Rust
        • PHP
    • Deploy clusters
      • Planning a cluster
      • Create a free cluster
      • Create a standard cluster
      • VPC network
        • Overview
        • Set up a VPC network
        • VPCs
        • Peering Connections
    • Secure clusters
      • IP allow lists
      • Database authorization
      • Add database users
      • Encryption in transit
      • Audit cloud activity
    • Connect to clusters
      • Cloud Shell
      • Client shell
      • Connect applications
    • Alerts and monitoring
      • Alerts
      • Performance metrics
      • Live queries
      • Slow YSQL queries
      • Cluster activity
    • Manage clusters
      • Backup and restore
      • Scale and configure clusters
      • Create extensions
    • Administer Yugabyte Cloud
      • Manage cloud users
      • Manage billing
      • Cluster costs
    • Example applications
      • Connect a Spring application
      • Connect a YCQL Java application
      • Hasura Cloud
      • Deploy a GraphQL application
    • Security architecture
      • Security architecture
      • Shared responsibility model
    • Troubleshoot
    • Yugabyte Cloud FAQ
    • What's new
  • INTEGRATIONS
    • Apache Kafka
    • Apache Spark
    • JanusGraph
    • KairosDB
    • Presto
    • Metabase
    • WSO2 Identity Server
    • YSQL Loader
    • Yugabyte JDBC Driver
    • Prisma
    • Hasura
      • Application Development
      • Benchmarking
    • Spring Framework
      • Spring Data YugabyteDB
      • Spring Data Cassandra
    • Flyway
    • GORM
    • Liquibase
    • Sequelize
    • SQLAlchemy
    • Entity Framework
    • Django REST framework
  • 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 GROUP
            • ALTER POLICY
            • ALTER ROLE
            • ALTER SEQUENCE
            • ALTER TABLE
            • ALTER USER
            • ANALYZE
            • BEGIN
            • CALL
            • COMMENT
            • COMMIT
            • COPY
            • CREATE AGGREGATE
            • CREATE CAST
            • CREATE DATABASE
            • CREATE DOMAIN
            • CREATE EXTENSION
            • 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 TABLE
            • CREATE TABLE AS
            • CREATE TRIGGER
            • CREATE TYPE
            • CREATE USER
            • CREATE VIEW
            • DEALLOCATE
            • DELETE
            • DO
            • DROP AGGREGATE
            • DROP CAST
            • DROP DATABASE
            • DROP DOMAIN
            • DROP EXTENSION
            • 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 TABLE
            • DROP TRIGGER
            • DROP TYPE
            • DROP USER
            • END
            • EXECUTE
            • EXPLAIN
            • GRANT
            • 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
            • 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
      • Arctype
      • DBeaver
      • DbSchema
      • pgAdmin
      • SQL Workbench/J
      • TablePlus
      • Visual Studio Code
    • Sample datasets
      • Chinook
      • Northwind
      • PgExercises
      • SportsDB
      • Retail Analytics
  • RELEASES
    • Releases overview
      • v2.13 series (latest)
      • v2.12 series (stable)
      • v2.11 series
      • v2.9 series
      • v2.8 series
      • v2.7 series
      • v2.6 series
      • v2.5 series
      • v2.4 series
      • v2.3 series
      • v2.2 series
      • v2.1 series
      • v2.0 series
      • v1.3 series
      • v1.2 series
    • Release versioning
  • 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
    • 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
> Develop >

Explore sample applications

Report a doc issue Suggest new content
  • 1. Create cluster
  • 2. Install Yugastore
  • 3. Start the app
  • 4. Add items to the cart
  • 5. Verify the completed order
  • 6. Run IoT Fleet Management app
  • 1. Create cluster
  • 2. Install Yugastore
  • 3. Start the app
  • 4. Add items to the cart
  • 5. Verify the completed order
  • 6. Run IoT Fleet Management app
  • 1. Create a cluster
  • 2. Install Yugastore
  • 3. Run a load tester
  • 4. Observe effects of load on YugabyteDB Admin UI
  • 5. Review Yugastore architecture and code
  • 6. Run IoT Fleet Management app
  • 1. Create a cluster
  • 2. Install Yugastore
  • 3. Run a load tester
  • 4. Observe effects of load on YugabyteDB Admin UI
  • 5. Review Yugastore architecture and code
  • 6. Run IoT Fleet Management app

After creating a local cluster, follow the instructions below to run the Yugastore application.

After running Yugastore, Yugabyte recommend running the IoT Fleet Management application. This app is built on top of YugabyteDB as the database (using the YCQL API), Confluent Kafka as the message broker, KSQL or Apache Spark Streaming for real-time analytics and Spring Boot as the application framework.

  • macOS
  • Linux
  • Docker
  • Kubernetes

Yugastore-java app is an end-to-end ecommerce application built using a microservices design pattern. React UI, Spring Boot app framework and YugabyteDB (both YSQL and YCQL) are used as the underlying technology stack.

1. Create cluster

Create a cluster.

$ ./bin/yb-ctl create

Clients can now connect to the YSQL API at localhost:5433 and YCQL API at localhost:9042.

2. Install Yugastore

Clone the repo.

$ git clone https://github.com/yugabyte/yugastore-java.git
$ cd yugastore-java

Create the app binaries.

$ mvn -DskipTests package

Create the app's schema in YugabyteDB.

$ cd resources
$ $YUGABYTE_HOME/bin/ysqlsh -f schema.sql
$ $YUGABYTE_HOME/bin/ycqlsh -f schema.cql

Load the initial data.

$ ./dataload.sh

3. Start the app

Start the Eureka discovery service. After starting, verify that the service is running at http://localhost:8761/.

$ cd eureka-server-local/ && mvn spring-boot:run

Start the API gateway microservice.

$ cd api-gateway-microservice/ && mvn spring-boot:run

Start the products microservice.

$ cd products-microservice/ && mvn spring-boot:run

Start the checkout microservice.

$ cd checkout-microservice/ && mvn spring-boot:run

Start the UI service. After starting, browse the app at http://localhost:8080/.

$ cd react-ui/ && mvn spring-boot:run

4. Add items to the cart

Add two items to the cart as shown below.

yugastore-java checkout

Verify that your cart is now stored inside the YSQL shopping_cart table. From your YugabyteDB local cluster home, run the following.

$ ./bin/ysqlsh
yugabyte=# select * from shopping_cart;
 cart_key     | user_id |    asin    |       time_added        | quantity 
------------------+---------+------------+-------------------------+----------
 u1001-0001048236 | u1001   | 0001048236 | 2019-05-29T13:46:54.046 |        1
 u1001-0001048775 | u1001   | 0001048775 | 2019-05-29T13:46:56.055 |        1
(2 rows)

5. Verify the completed order

Now complete the checkout and observe the order number generated.

yugastore-java order confirmation

Verify that this order number is now in the YCQL orders table.

$ ./bin/ycqlsh localhost
ycqlsh> select * from cronos.orders;
order_id                             | user_id | order_details                                                                                                                                                                           | order_time              | order_total
--------------------------------------+---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------+-------------
 119b96dc-7d1a-4f2f-a1dd-36def25348e0 |       1 | Customer bought these Items:  Product: The Sherlock Holmes Audio Collection, Quantity: 1; Product: Measure for Measure: Complete &amp; Unabridged, Quantity: 1; Order Total is : 741.95 | 2019-05-29T13:54:04.093 |      741.95

Verify that there are no active shopping carts in YSQL at this point.

yugabyte=# select * from shopping_cart;
cart_key | user_id | asin | time_added | quantity 
----------+---------+------+------------+----------
(0 rows)

6. Run IoT Fleet Management app

After running Yugastore, Yugabyte recommends running the IoT Fleet Management app. This app is built on top of YugabyteDB as the database (using the YCQL API), Confluent Kafka as the message broker, KSQL or Apache Spark Streaming for real-time analytics and Spring Boot as the application framework.

Yugastore-java app is an end-to-end ecommerce application built using a microservices design pattern. React UI, Spring Boot app framework and YugabyteDB (both YSQL and YCQL) are used as the underlying technology stack.

1. Create cluster

Create a cluster.

$ ./bin/yb-ctl create

Clients can now connect to the YSQL API at localhost:5433 and YCQL API at localhost:9042.

2. Install Yugastore

Clone the repo.

$ git clone https://github.com/yugabyte/yugastore-java.git
$ cd yugastore-java

Create the app binaries.

$ mvn -DskipTests package

Create the app's schema in YugabyteDB.

$ cd resources
$ $YUGABYTE_HOME/bin/ysqlsh -f schema.sql
$ $YUGABYTE_HOME/bin/ycqlsh -f schema.cql

Load the initial data.

$ ./dataload.sh

3. Start the app

Start the Eureka discovery service. After starting, verify that the service is running at http://localhost:8761/.

$ cd eureka-server-local/ && mvn spring-boot:run

Start the API gateway microservice.

$ cd api-gateway-microservice/ && mvn spring-boot:run

Start the products microservice.

$ cd products-microservice/ && mvn spring-boot:run

Start the checkout microservice.

$ cd checkout-microservice/ && mvn spring-boot:run

Start the UI service. After starting, browse the app at http://localhost:8080/.

$ cd react-ui/ && mvn spring-boot:run

4. Add items to the cart

Add two items to the cart as shown below.

yugastore-java checkout

Verify that your cart is now stored inside the YSQL shopping_cart table. From your YugabyteDB local cluster home, run the following.

$ ./bin/ysqlsh
yugabyte=# select * from shopping_cart;
 cart_key     | user_id |    asin    |       time_added        | quantity 
------------------+---------+------------+-------------------------+----------
 u1001-0001048236 | u1001   | 0001048236 | 2019-05-29T13:46:54.046 |        1
 u1001-0001048775 | u1001   | 0001048775 | 2019-05-29T13:46:56.055 |        1
(2 rows)

5. Verify the completed order

Now complete the checkout and observe the order number generated.

yugastore-java order confirmation

Verify that this order number is now in the YCQL orders table.

$ ./bin/ycqlsh localhost
ycqlsh> select * from cronos.orders;
order_id                             | user_id | order_details                                                                                                                                                                           | order_time              | order_total
--------------------------------------+---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------+-------------
 119b96dc-7d1a-4f2f-a1dd-36def25348e0 |       1 | Customer bought these Items:  Product: The Sherlock Holmes Audio Collection, Quantity: 1; Product: Measure for Measure: Complete &amp; Unabridged, Quantity: 1; Order Total is : 741.95 | 2019-05-29T13:54:04.093 |      741.95

Verify that there are no active shopping carts in YSQL at this point.

yugabyte=# select * from shopping_cart;
cart_key | user_id | asin | time_added | quantity 
----------+---------+------+------------+----------
(0 rows)

6. Run IoT Fleet Management app

After running Yugastore, Yugabyte recommends running the IoT Fleet Management app. This app is built on top of YugabyteDB as the database (using the YCQL API), Confluent Kafka as the message broker, KSQL or Apache Spark Streaming for real-time analytics and Spring Boot as the application framework.

Yugastore app is a sample ecommerce application built using a microservices design pattern. React UI, Node.js Express app framework and YugabyteDB (YCQL and YEDIS) are used as the underlying technology stack.

1. Create a cluster

Create a cluster. The YEDIS API is initialized along with cluster creation so nothing additional needs to be done.

$ ./yb-docker-ctl -rf 3 create

Clients can now connect to the YSQL API at localhost:5433, YCQL API at localhost:9042, and YEDIS API at localhost:6379.

2. Install Yugastore

$ docker run -p 3001:3001 -d --network yb-net --name yugastore yugabytedb/yugastore

You can see the Yugastore app at http://localhost:3001.

Yugastore app screenshot

3. Run a load tester

$ docker exec -it yugastore node /usr/local/yugastore/test/sample-user.js

4. Observe effects of load on YugabyteDB Admin UI

Now you can observe the effects of the read/write operations generated by the load tester by simply going to the YugabyteDB Admin UI at http://localhost:7000.

yugastore running

5. Review Yugastore architecture and code

Details of Yugastore architecture are documented here. Source code is available in the Yugastore GitHub repo.

6. Run IoT Fleet Management app

After running Yugastore, Yugabyte recommends running the IoT Fleet Management app. This app is built on top of YugabyteDB as the database (using the YCQL API), Confluent Kafka as the message broker, KSQL or Apache Spark Streaming for real-time analytics and Spring Boot as the application framework.

Yugastore app is a sample ecommerce application built using a microservices design pattern. React UI, Node.js Express app framework and YugabyteDB (YCQL and YEDIS) are used as the underlying technology stack.

1. Create a cluster

Create a cluster.

$ kubectl apply -f yugabyte-statefulset.yaml

Initialize the YEDIS API.

$ kubectl exec -it yb-master-0 -- /home/yugabyte/bin/yb-admin --master_addresses yb-master-0.yb-masters.default.svc.cluster.local:7100,yb-master-1.yb-masters.default.svc.cluster.local:7100,yb-master-2.yb-masters.default.svc.cluster.local:7100 setup_redis_table

Clients can now connect to the YSQL, YCQL, and YEDIS APIs of the cluster at the following ports: 5433, 9042, and 6379, respectively.

2. Install Yugastore

$ kubectl run yugastore --image=yugabytedb/yugastore:latest --port=3001 --command -- /usr/local/yugastore/bin/start-for-kubernetes.sh

Verify the deployment.

$ kubectl get deployments
NAME        DESIRED   CURRENT   UP-TO-DATE   AVAILABLE   AGE
yugastore   1         1         1            1           13m

Check all the pods.

$ kubectl get pods
NAME                        READY     STATUS    RESTARTS   AGE
yb-master-0                 1/1       Running   0          7h
yb-master-1                 1/1       Running   0          7h
yb-master-2                 1/1       Running   0          7h
yb-tserver-0                1/1       Running   0          7h
yb-tserver-1                1/1       Running   0          7h
yb-tserver-2                1/1       Running   0          7h
yugastore-55d7c6965-ql95t   1/1       Running   0          13m

Note the yugastore pod ID above so that you can redirect its 3001 port to the localhost's 3001.

$ kubectl port-forward yugastore-55d7c6965-ql95t 3001

Now you can see the Yugastore app at http://localhost:3001.

Yugastore app screenshot

3. Run a load tester

You can do this as shown below.

$ kubectl exec -it yugastore-55d7c6965-ql95t -- node /usr/local/yugastore/test/sample-user.js

4. Observe effects of load on YugabyteDB Admin UI

Now you can observe the effects of the read/write operations generated by the load tester by simply going to the YugabyteDB Admin UI. First you have to find the Admin UI URL using the command below.

$ minikube service  yb-master-ui --url
http://192.168.99.100:31283

The above output is the Admin UI URL and visiting the Tablet Servers page there will show you the current state of the cluster.

yugastore running

5. Review Yugastore architecture and code

Details of Yugastore architecture are documented here. Source code is available in the Yugastore GitHub repo.

6. Run IoT Fleet Management app

After running Yugastore, Yugabyte recommends running the IoT Fleet Management app. This app is built on top of YugabyteDB as the database (using the YCQL API), Confluent Kafka as the message broker, KSQL or Apache Spark Streaming for real-time analytics and Spring Boot as the application framework.

  • 1. Create cluster
  • 2. Install Yugastore
  • 3. Start the app
  • 4. Add items to the cart
  • 5. Verify the completed order
  • 6. Run IoT Fleet Management app
  • 1. Create cluster
  • 2. Install Yugastore
  • 3. Start the app
  • 4. Add items to the cart
  • 5. Verify the completed order
  • 6. Run IoT Fleet Management app
  • 1. Create a cluster
  • 2. Install Yugastore
  • 3. Run a load tester
  • 4. Observe effects of load on YugabyteDB Admin UI
  • 5. Review Yugastore architecture and code
  • 6. Run IoT Fleet Management app
  • 1. Create a cluster
  • 2. Install Yugastore
  • 3. Run a load tester
  • 4. Observe effects of load on YugabyteDB Admin UI
  • 5. Review Yugastore architecture and code
  • 6. Run IoT Fleet Management app
Ask our community
  • Slack
  • Github
  • Forum
  • StackOverflow
Yugabyte
Contact Us
Copyright © 2017-2022 Yugabyte, Inc. All rights reserved.