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Example Apps | CockroachDB Docs
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src="https://web.archive.org/web/20221204084641im_/https://d33wubrfki0l68.cloudfront.net/bf83ecd2a83cbda4a4afecf5fe53b5083aef785b/5d54e/docs/images/carat-down-fill.svg" alt="Carat arrow pointing down"></span> </div> <div id="toc" class="d-none"></div> <p>The examples in this section show you how to build simple applications using CockroachDB.</p> <p>Click the links in the tables below to see simple but complete example applications for each supported language and library combination.</p> <p>If you are looking to do a specific task such as connect to the database, insert data, or run multi-statement transactions, see <a href="#tasks">this list of tasks</a>.</p> <div class="bs-callout bs-callout--info"><div class="bs-callout__label">Note:</div> <p>Applications may encounter incompatibilities when using advanced or obscure features of a driver or ORM with <strong>beta-level</strong> support. If you encounter problems, please <a href="https://web.archive.org/web/20221204084641/https://github.com/cockroachdb/cockroach/issues/new">open an issue</a> with details to help us make progress toward full support.</p> <p>Note that tools with <a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/community-tooling"><strong>community-level</strong> support</a> have been tested or developed by the CockroachDB community, but are not officially supported by Cockroach Labs. If you encounter problems with using these tools, please contact the maintainer of the tool with details. </div></p> <h2 id="javascript-typescript">JavaScript/TypeScript</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.npmjs.com/package/pg">node-postgres</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/cockroachcloud/quickstart?filters=node">Quickstart</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/deploy-lambda-function">AWS Lambda</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-nodejs-app-with-cockroachdb">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.npmjs.com/package/sequelize">Sequelize</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-nodejs-app-with-cockroachdb-sequelize">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://knexjs.org/">Knex.js</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-nodejs-app-with-cockroachdb-knexjs">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://prisma.io/">Prisma</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-nodejs-app-with-cockroachdb-prisma">Simple CRUD</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/deploy-app-netlify">React Web App (Netlify)</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/deploy-app-vercel">React Web App (Next.js/Vercel)</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.npmjs.com/package/typeorm">TypeORM</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-typescript-app-with-cockroachdb">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="python">Python</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.psycopg.org/docs/install.html">psycopg2</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/cockroachcloud/quickstart?filters=python">Quickstart</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/deploy-lambda-function">AWS Lambda</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-python-app-with-cockroachdb">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.sqlalchemy.org/">SQLAlchemy</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-python-app-with-cockroachdb-sqlalchemy">Simple CRUD</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/movr-flask-overview">Multi-region Flask Web App</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://pypi.org/project/Django/">Django</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-python-app-with-cockroachdb-django">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://ponyorm.org/">PonyORM</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-python-app-with-cockroachdb-pony">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="go">Go</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://github.com/jackc/pgx/releases">pgx</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/cockroachcloud/quickstart?filters=go">Quickstart</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-go-app-with-cockroachdb">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://github.com/jinzhu/gorm/releases">GORM</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-go-app-with-cockroachdb-gorm">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://github.com/lib/pq">pq</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-go-app-with-cockroachdb-pq">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://github.com/upper/db">upper/db</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-go-app-with-cockroachdb-upperdb">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="java">Java</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://jdbc.postgresql.org/">JDBC</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/cockroachcloud/quickstart?filters=java">Quickstart</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-java-app-with-cockroachdb">Simple CRUD</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-spring-app-with-cockroachdb-jdbc">Roach Data (Spring Boot App)</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://hibernate.org/orm/">Hibernate</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-java-app-with-cockroachdb-hibernate">Simple CRUD</a><br><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-spring-app-with-cockroachdb-jpa">Roach Data (Spring Boot App)</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.jooq.org/">jOOQ</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-java-app-with-cockroachdb-jooq">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="ruby">Ruby</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://rubygems.org/gems/pg">pg</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-ruby-app-with-cockroachdb">Simple CRUD</a></td> </tr> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://rubygems.org/gems/activerecord">Active Record</a></td> <td>Full</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-ruby-app-with-cockroachdb-activerecord">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="c">C#</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://www.npgsql.org/">Npgsql</a></td> <td>Beta</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-csharp-app-with-cockroachdb">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="rust">Rust</h2> <table><thead> <tr> <th>Driver/ORM Framework</th> <th>Support level</th> <th>Example apps</th> </tr> </thead><tbody> <tr> <td><a href="https://web.archive.org/web/20221204084641/https://github.com/sfackler/rust-postgres">Rust-Postgres</a></td> <td>Beta</td> <td><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/build-a-rust-app-with-cockroachdb">Simple CRUD</a></td> </tr> </tbody></table> <h2 id="see-also">See also</h2> <p>Reference information:</p> <ul> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/install-client-drivers">Client drivers</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/third-party-database-tools">Third-Party Tools Supported by Cockroach Labs</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/community-tooling">Third-Party Tools Supported by the Community</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/connection-parameters">Connection parameters</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/transactions">Transactions</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/performance-best-practices-overview">Performance best practices</a></li> </ul> <p><a name="tasks"></a></p> <p>Specific tasks:</p> <ul> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/connect-to-the-database">Connect to the Database</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/insert-data">Insert Data</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/query-data">Query Data</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/update-data">Update Data</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/delete-data">Delete Data</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/make-queries-fast">Optimize Statement Performance</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/run-multi-statement-transactions">Run Multi-Statement Transactions</a></li> <li><a href="/web/20221204084641/https://www.cockroachlabs.com/docs/v22.1/error-handling-and-troubleshooting">Error Handling and Troubleshooting</a></li> </ul> <div id="feedback-prompt"> <div id="feedback-prompt-bottom"> <p class="feedback-question">Was this helpful?</p><br> <a href="#yes-feedback" id="yes-button-bottom" class="yes-button" data-proofer-ignore><img class="mt-0 mb-0" src="https://web.archive.org/web/20221204084641im_/https://d33wubrfki0l68.cloudfront.net/6a577863ca956d24df9cca33c2affac2ba667c46/d89b9/docs/images/icon-thumbs-up.svg" alt="Yes"/></a> <a href="#no-feedback" id="no-button-bottom" class="no-button" data-proofer-ignore><img class="mt-0 mb-0" 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"/${VERSION}/cluster-api.html" ] } ] }, { "title": "Third-Party Monitoring Integrations", "items": [ { "title": "Third-Party Monitoring Integration Overview", "urls": [ "/${VERSION}/third-party-monitoring-tools.html" ] }, { "title": "Monitor CockroachDB self-hosted with Datadog", "urls": [ "/${VERSION}/datadog.html" ] }, { "title": "Monitor with DBmarlin", "urls": [ "/${VERSION}/dbmarlin.html" ] }, { "title": "Monitor with Kibana", "urls": [ "/${VERSION}/kibana.html" ] } ] } ] }, { "title": "Logging", "items": [ { "title": "Overview", "urls": [ "/${VERSION}/logging-overview.html" ] }, { "title": "Configure Logs", "urls": [ "/${VERSION}/configure-logs.html" ] }, { "title": "Logging Use Cases", "urls": [ "/${VERSION}/logging-use-cases.html" ] }, { "title": "Export Logs From CockroachDB dedicated", "urls": [ "/cockroachcloud/export-logs.html" ] } ] }, { "title": "Cluster Maintenance", "items": [ { "title": "Upgrade a Cluster", "items": [ { "title": "Uprade a CockroachDB Cloud Cluster", 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"/${VERSION}/migration-overview.html" ] }, { "title": "Migrations Page", "urls": [ "/cockroachcloud/migrations-page.html" ] }, { "title": "Migrate Data to CockroachDB", "items": [ { "title": "Migrate data using AWS DMS", "urls": [ "/${VERSION}/aws-dms.html" ] }, { "title": "Migrate from CSV", "urls": [ "/${VERSION}/migrate-from-csv.html" ] }, { "title": "Migrate from Avro", "urls": [ "/${VERSION}/migrate-from-avro.html" ] }, { "title": "Migrate from Shapefiles", "urls": [ "/${VERSION}/migrate-from-shapefiles.html" ] }, { "title": "Migrate from OpenStreetMap", "urls": [ "/${VERSION}/migrate-from-openstreetmap.html" ] }, { "title": "Migrate from GeoJSON", "urls": [ "/${VERSION}/migrate-from-geojson.html" ] }, { "title": "Migrate from GeoPackage", "urls": [ "/${VERSION}/migrate-from-geopackage.html" ] }, { "title": "Import Performance Best Practices", "urls": [ "/${VERSION}/import-performance-best-practices.html" ] } ] }, { "title": "Migrate from Serverless to Dedicated", "urls": [ 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"/${VERSION}/export-data-with-changefeeds.html" ] }, { "title": "Changefeeds in Multi-Region Deployments", "urls": [ "/${VERSION}/changefeeds-in-multi-region-deployments.html" ] } ] }, { "title": "Monitor and Debug Changefeeds", "urls": [ "/${VERSION}/monitor-and-debug-changefeeds.html" ] }, { "title": "Tutorials", "items": [ { "title": "Stream a Changefeed from CockroachDB Cloud to Snowflake", "urls": [ "/cockroachcloud/stream-changefeed-to-snowflake-aws.html" ] }, { "title": "Stream a Changefeed to a Confluent Cloud Kafka Cluster", "urls": [ "/${VERSION}/stream-a-changefeed-to-a-confluent-cloud-kafka-cluster.html" ] } ] }, { "title": "Advanced Changefeed Configuration", "urls": [ "/${VERSION}/advanced-changefeed-configuration.html" ] } ] } , { "title": "Reference", "is_top_level": true, "items": [ { "title": "Architecture", "items": [ { "title": "Architecture Overview", "urls": [ "/${VERSION}/architecture/overview.html" ] }, { "title": "SQL Layer", "urls": [ "/${VERSION}/architecture/sql-layer.html" ] }, { "title": "Transaction Layer", "urls": [ "/${VERSION}/architecture/transaction-layer.html" ] }, { "title": "Distribution Layer", "urls": [ "/${VERSION}/architecture/distribution-layer.html" ] }, { "title": "Replication Layer", "urls": [ "/${VERSION}/architecture/replication-layer.html" ] }, { "title": "Storage Layer", "urls": [ "/${VERSION}/architecture/storage-layer.html" ] }, { "title": "Life of a Distributed Transaction", "urls": [ "/${VERSION}/architecture/life-of-a-distributed-transaction.html" ] }, { "title": "Reads and Writes Overview", "urls": [ "/${VERSION}/architecture/reads-and-writes-overview.html" ] }, { "title": "CockroachDB Cloud Architecture", "urls": [ "/cockroachcloud/architecture.html" ] } ] }, { "title": "SQL", "items": [ { "title": "SQL Overview", "urls": [ "/${VERSION}/sql-feature-support.html" ] }, { "title": "PostgreSQL Compatibility", "urls": [ "/${VERSION}/postgresql-compatibility.html" ] }, { "title": "SQL Syntax", "items": [ { "title": "Full SQL Grammar", "urls": [ "/${VERSION}/sql-grammar.html" ] }, { "title": "Keywords & Identifiers", "urls": [ "/${VERSION}/keywords-and-identifiers.html" ] }, { "title": "Constants", "urls": [ "/${VERSION}/sql-constants.html" ] }, { "title": "Selection Queries", "urls": [ "/${VERSION}/selection-queries.html" ] }, { "title": "Table Expressions", "urls": [ "/${VERSION}/table-expressions.html" ] }, { "title": "Common Table Expressions", "urls": [ "/${VERSION}/common-table-expressions.html" ] }, { "title": "Scalar Expressions", "urls": [ "/${VERSION}/scalar-expressions.html" ] }, { "title": "<code>NULL</code> Handling", "urls": [ "/${VERSION}/null-handling.html" ] } ] }, { "title": "SQL Statements", "items": [ { "title": "Overview", "urls": [ "/${VERSION}/sql-statements.html" ] }, { "title": "<code>ADD COLUMN</code>", "urls": [ "/${VERSION}/add-column.html" ] }, { "title": "<code>ADD CONSTRAINT</code>", "urls": [ "/${VERSION}/add-constraint.html" ] }, { 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