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menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/datahubapply">DataHubApply</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/datahubdebug">DataHubDebug</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/datahubgc">DataHubGc</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/dbt">dbt</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/delta-lake">Delta Lake</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 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class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/excel">Excel</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/feast">Feast</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/file-based-lineage">File Based Lineage</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/fivetran">Fivetran</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/glue">Glue</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/gcs">Google Cloud Storage</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/grafana">Grafana</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/hex">Hex</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/hive">Hive</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/hive-metastore">Hive Metastore</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/iceberg">Iceberg</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/json-schema">JSON Schemas</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/kafka">Kafka</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/docs/generated/ingestion/sources/kafka-connect">Kafka Connect</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/ldap">LDAP</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/looker">Looker</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mariadb">MariaDB</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/metabase">Metabase</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/metadata-file">Metadata File</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mssql">Microsoft SQL Server</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mlflow">MLflow</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mode">Mode</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mongodb">MongoDB</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/mysql">MySQL</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/neo4j">Neo4j</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/nifi">NiFi</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/okta">Okta</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/openapi">OpenAPI</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/oracle">Oracle</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/postgres">Postgres</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" 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href="/docs/generated/ingestion/sources/snaplogic">SnapLogic</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/snowflake">Snowflake</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/sql-queries">SQL Queries</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/sqlalchemy">SQLAlchemy</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/generated/ingestion/sources/superset">Superset</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" 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theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/docs/releases">Release History</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/docs/metadata-ingestion/source_overview"><span itemprop="name">Sources</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Kafka Connect</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Kafka Connect</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="integration-details">Integration Details<a href="#integration-details" class="hash-link" aria-label="Direct link to Integration Details" title="Direct link to Integration Details"></a></h2><p>This plugin extracts the following:</p><ul><li>Source and Sink Connectors in Kafka Connect as Data Pipelines</li><li>For Source connectors - Data Jobs to represent lineage information between source dataset to Kafka topic per <code>{connector_name}:{source_dataset}</code> combination</li><li>For Sink connectors - Data Jobs to represent lineage information between Kafka topic to destination dataset per <code>{connector_name}:{topic}</code> combination</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements"></a></h3><p><strong>Java Runtime Dependency:</strong></p><p>This source requires Java to be installed and available on the system for transform pipeline support (RegexRouter, etc.). The Java runtime is accessed via JPype to enable Java regex pattern matching that's compatible with Kafka Connect transforms.</p><ul><li><strong>Python installations</strong>: Install Java separately (e.g., <code>apt-get install openjdk-11-jre-headless</code> on Debian/Ubuntu)</li><li><strong>Docker deployments</strong>: Ensure your DataHub ingestion Docker image includes a Java runtime. The official DataHub images include Java by default.</li><li><strong>Impact</strong>: Without Java, transform pipeline features will be disabled and lineage accuracy may be reduced for connectors using transforms</li></ul><p><strong>Note for Docker users</strong>: If you're building custom Docker images for DataHub ingestion, ensure a Java Runtime Environment (JRE) is included in your image to support full transform pipeline functionality.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="environment-support">Environment Support<a href="#environment-support" class="hash-link" aria-label="Direct link to Environment Support" title="Direct link to Environment Support"></a></h3><p>DataHub's Kafka Connect source supports both <strong>self-hosted</strong> and <strong>Confluent Cloud</strong> environments with automatic detection and environment-specific topic retrieval strategies:</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="self-hosted-kafka-connect">Self-hosted Kafka Connect<a href="#self-hosted-kafka-connect" class="hash-link" aria-label="Direct link to Self-hosted Kafka Connect" title="Direct link to Self-hosted Kafka Connect"></a></h4><ul><li><strong>Topic Discovery</strong>: Uses runtime <code>/connectors/{name}/topics</code> API endpoint</li><li><strong>Accuracy</strong>: Returns actual topics that connectors are currently reading from/writing to</li><li><strong>Benefits</strong>: Most accurate topic information as it reflects actual runtime state</li><li><strong>Requirements</strong>: Standard Kafka Connect REST API access</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="confluent-cloud">Confluent Cloud<a href="#confluent-cloud" class="hash-link" aria-label="Direct link to Confluent Cloud" title="Direct link to Confluent Cloud"></a></h4><ul><li><strong>Topic Discovery</strong>: Uses comprehensive Kafka REST API v3 for optimal transform pipeline support with config-based fallback</li><li><strong>Method</strong>: Gets all topics from Kafka cluster via REST API, applies reverse transform pipeline for accurate mappings</li><li><strong>Transform Support</strong>: Full support for complex transform pipelines via reverse pipeline strategy using actual cluster topics</li><li><strong>Fallback</strong>: Falls back to config-based derivation if Kafka API is unavailable</li></ul><p><strong>Environment Detection</strong>: Automatically detects environment based on <code>connect_uri</code> patterns containing <code>confluent.cloud</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="concept-mapping">Concept Mapping<a href="#concept-mapping" class="hash-link" aria-label="Direct link to Concept Mapping" title="Direct link to Concept Mapping"></a></h3><p>This ingestion source maps the following Source System Concepts to DataHub Concepts:</p><table><thead><tr><th>Source Concept</th><th>DataHub Concept</th><th>Notes</th></tr></thead><tbody><tr><td><code>"kafka-connect"</code></td><td><a href="/docs/generated/metamodel/entities/dataplatform/">Data Platform</a></td><td></td></tr><tr><td><a href="https://kafka.apache.org/documentation/#connect_connectorsandtasks" target="_blank" rel="noopener noreferrer">Connector</a></td><td><a href="/docs/generated/metamodel/entities/dataflow/">DataFlow</a></td><td></td></tr><tr><td>Kafka Topic</td><td><a href="/docs/generated/metamodel/entities/dataset/">Dataset</a></td><td></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="supported-connectors-and-lineage-extraction">Supported Connectors and Lineage Extraction<a href="#supported-connectors-and-lineage-extraction" class="hash-link" aria-label="Direct link to Supported Connectors and Lineage Extraction" title="Direct link to Supported Connectors and Lineage Extraction"></a></h2><p>DataHub supports different connector types with varying levels of lineage extraction capabilities depending on the environment (self-hosted vs Confluent Cloud):</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="source-connectors">Source Connectors<a href="#source-connectors" class="hash-link" aria-label="Direct link to Source Connectors" title="Direct link to Source Connectors"></a></h3><table><thead><tr><th>Connector Type</th><th>Self-hosted Support</th><th>Confluent Cloud Support</th><th>Topic Discovery Method</th><th>Lineage Extraction</th></tr></thead><tbody><tr><td><strong>Platform JDBC Source</strong><br><code>io.confluent.connect.jdbc.JdbcSourceConnector</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Table → Topic mapping</td></tr><tr><td><strong>Cloud PostgreSQL CDC</strong><br><code>PostgresCdcSource</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Table → Topic mapping</td></tr><tr><td><strong>Cloud PostgreSQL CDC V2</strong><br><code>PostgresCdcSourceV2</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Table → Topic mapping</td></tr><tr><td><strong>Cloud MySQL Source</strong><br><code>MySqlSource</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Table → Topic mapping</td></tr><tr><td><strong>Cloud MySQL CDC</strong><br><code>MySqlCdcSource</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Table → Topic mapping</td></tr><tr><td><strong>Debezium MySQL</strong><br><code>io.debezium.connector.mysql.MySqlConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Database → Topic CDC mapping</td></tr><tr><td><strong>Debezium PostgreSQL</strong><br><code>io.debezium.connector.postgresql.PostgresConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Database → Topic CDC mapping</td></tr><tr><td><strong>Debezium SQL Server</strong><br><code>io.debezium.connector.sqlserver.SqlServerConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Database → Topic CDC mapping</td></tr><tr><td><strong>Debezium Oracle</strong><br><code>io.debezium.connector.oracle.OracleConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Database → Topic CDC mapping</td></tr><tr><td><strong>Debezium DB2</strong><br><code>io.debezium.connector.db2.Db2Connector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Database → Topic CDC mapping</td></tr><tr><td><strong>Debezium MongoDB</strong><br><code>io.debezium.connector.mongodb.MongoDbConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Collection → Topic CDC mapping</td></tr><tr><td><strong>Debezium Vitess</strong><br><code>io.debezium.connector.vitess.VitessConnector</code></td><td>✅ Full</td><td>✅ Partial</td><td>Runtime API / Config-based</td><td>Table → Topic CDC mapping</td></tr><tr><td><strong>MongoDB Source</strong><br><code>com.mongodb.kafka.connect.MongoSourceConnector</code></td><td>✅ Full</td><td>🔧 Config Required</td><td>Runtime API / Manual config</td><td>Collection → Topic mapping</td></tr><tr><td><strong>Generic Connectors</strong></td><td>🔧 Config Required</td><td>🔧 Config Required</td><td>User-defined mapping</td><td>Custom lineage mapping</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="sink-connectors">Sink Connectors<a href="#sink-connectors" class="hash-link" aria-label="Direct link to Sink Connectors" title="Direct link to Sink Connectors"></a></h3><table><thead><tr><th>Connector Type</th><th>Self-hosted Support</th><th>Confluent Cloud Support</th><th>Topic Discovery Method</th><th>Lineage Extraction</th></tr></thead><tbody><tr><td><strong>BigQuery Sink</strong><br><code>com.wepay.kafka.connect.bigquery.BigQuerySinkConnector</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → Table mapping</td></tr><tr><td><strong>S3 Sink</strong><br><code>io.confluent.connect.s3.S3SinkConnector</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → S3 object mapping</td></tr><tr><td><strong>Snowflake Sink</strong><br><code>com.snowflake.kafka.connector.SnowflakeSinkConnector</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → Table mapping</td></tr><tr><td><strong>Cloud PostgreSQL Sink</strong><br><code>PostgresSink</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → Table mapping</td></tr><tr><td><strong>Cloud MySQL Sink</strong><br><code>MySqlSink</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → Table mapping</td></tr><tr><td><strong>Cloud Snowflake Sink</strong><br><code>SnowflakeSink</code></td><td>✅ Full</td><td>✅ Full</td><td>Runtime API / Config-based</td><td>Topic → Table mapping</td></tr></tbody></table><p><strong>Legend:</strong></p><ul><li>✅ <strong>Full</strong>: Complete lineage extraction with accurate topic discovery</li><li>✅ <strong>Partial</strong>: Lineage extraction supported but topic discovery may be limited (config-based only)</li><li>🔧 <strong>Config Required</strong>: Requires <code>generic_connectors</code> configuration for lineage mapping</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="supported-transforms">Supported Transforms<a href="#supported-transforms" class="hash-link" aria-label="Direct link to Supported Transforms" title="Direct link to Supported Transforms"></a></h3><p>DataHub uses an <strong>advanced transform pipeline strategy</strong> that automatically handles complex transform chains by applying the complete pipeline to all topics and checking if results exist. This provides robust support for any combination of transforms.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="topic-routing-transforms">Topic Routing Transforms<a href="#topic-routing-transforms" class="hash-link" aria-label="Direct link to Topic Routing Transforms" title="Direct link to Topic Routing Transforms"></a></h4><ul><li><strong>RegexRouter</strong>: <code>org.apache.kafka.connect.transforms.RegexRouter</code></li><li><strong>Cloud RegexRouter</strong>: <code>io.confluent.connect.cloud.transforms.TopicRegexRouter</code></li><li><strong>Debezium EventRouter</strong>: <code>io.debezium.transforms.outbox.EventRouter</code> (Outbox pattern)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="non-topic-routing-transforms">Non-Topic Routing Transforms<a href="#non-topic-routing-transforms" class="hash-link" aria-label="Direct link to Non-Topic Routing Transforms" title="Direct link to Non-Topic Routing Transforms"></a></h4><p>DataHub recognizes but passes through these transforms (they don't affect lineage):</p><ul><li>InsertField, ReplaceField, MaskField, ValueToKey, HoistField, ExtractField</li><li>SetSchemaMetadata, Flatten, Cast, HeadersFrom, TimestampConverter</li><li>Filter, InsertHeader, DropHeaders, Drop, TombstoneHandler</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="transform-pipeline-strategy">Transform Pipeline Strategy<a href="#transform-pipeline-strategy" class="hash-link" aria-label="Direct link to Transform Pipeline Strategy" title="Direct link to Transform Pipeline Strategy"></a></h4><p>DataHub uses an improved <strong>reverse transform pipeline approach</strong> that:</p><ol><li><strong>Takes all actual topics</strong> from the connector manifest/Kafka cluster</li><li><strong>Applies the complete transform pipeline</strong> to each topic</li><li><strong>Checks if transformed results exist</strong> in the actual topic list</li><li><strong>Creates lineage mappings</strong> only for successful matches</li></ol><p><strong>Benefits:</strong></p><ul><li>✅ <strong>Works with any transform combination</strong> (single or chained transforms)</li><li>✅ <strong>Handles complex scenarios</strong> like EventRouter + RegexRouter chains</li><li>✅ <strong>Uses actual topics as source of truth</strong> (no prediction needed)</li><li>✅ <strong>Future-proof</strong> for new transform types</li><li>✅ <strong>Works identically</strong> for both self-hosted and Confluent Cloud environments</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="capabilities-and-limitations">Capabilities and Limitations<a href="#capabilities-and-limitations" class="hash-link" aria-label="Direct link to Capabilities and Limitations" title="Direct link to Capabilities and Limitations"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="transform-pipeline-support">Transform Pipeline Support<a href="#transform-pipeline-support" class="hash-link" aria-label="Direct link to Transform Pipeline Support" title="Direct link to Transform Pipeline Support"></a></h3><p><strong>✅ Fully Supported:</strong></p><ul><li><strong>Any combination of transforms</strong>: RegexRouter, EventRouter, and non-routing transforms</li><li><strong>Complex transform chains</strong>: Multiple chained transforms automatically handled</li><li><strong>Both environments</strong>: Self-hosted and Confluent Cloud work identically</li><li><strong>Future-proof</strong>: New transform types automatically supported</li></ul><p><strong>⚠️ Considerations:</strong></p><ul><li>For connectors not listed in the supported connector table above, use the <code>generic_connectors</code> configuration to provide explicit lineage mappings</li><li>Some advanced connector-specific features may not be fully supported</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="environment-specific-behavior">Environment-Specific Behavior<a href="#environment-specific-behavior" class="hash-link" aria-label="Direct link to Environment-Specific Behavior" title="Direct link to Environment-Specific Behavior"></a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="self-hosted-kafka-connect-1">Self-hosted Kafka Connect<a href="#self-hosted-kafka-connect-1" class="hash-link" aria-label="Direct link to Self-hosted Kafka Connect" title="Direct link to Self-hosted Kafka Connect"></a></h4><ul><li><strong>Topic Discovery</strong>: Uses runtime <code>/connectors/{name}/topics</code> API endpoint for maximum accuracy</li><li><strong>Requirements</strong>: Standard Kafka Connect REST API access</li><li><strong>Fallback</strong>: If runtime API fails, falls back to config-based derivation</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="confluent-cloud-1">Confluent Cloud<a href="#confluent-cloud-1" class="hash-link" aria-label="Direct link to Confluent Cloud" title="Direct link to Confluent Cloud"></a></h4><ul><li><strong>Topic Discovery</strong>: Uses comprehensive Kafka REST API v3 to get all topics, with automatic credential reuse</li><li><strong>Transform Support</strong>: Full support for all transform combinations via reverse pipeline strategy using actual cluster topics</li><li><strong>Auto-derivation</strong>: Automatically derives Kafka REST endpoint from connector configurations</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configuration-control">Configuration Control<a href="#configuration-control" class="hash-link" aria-label="Direct link to Configuration Control" title="Direct link to Configuration Control"></a></h3><p>The <code>use_connect_topics_api</code> flag controls topic retrieval behavior:</p><ul><li><strong>When <code>true</code> (default)</strong>: Uses environment-specific topic discovery with full transform support</li><li><strong>When <code>false</code></strong>: Disables all topic discovery for air-gapped environments or performance optimization</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="advanced-scenarios">Advanced Scenarios<a href="#advanced-scenarios" class="hash-link" aria-label="Direct link to Advanced Scenarios" title="Direct link to Advanced Scenarios"></a></h3><p><strong>Complex Transform Chains:</strong>
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The new reverse transform pipeline strategy handles complex scenarios automatically:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Example: EventRouter + RegexRouter chain</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">transforms</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> EventRouter</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain">RegexRouter</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">transforms.EventRouter.type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> io.debezium.transforms.outbox.EventRouter</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">transforms.RegexRouter.type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> org.apache.kafka.connect.transforms.RegexRouter</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">transforms.RegexRouter.regex</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"outbox\\.event\\.(.*)"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">transforms.RegexRouter.replacement</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"events.$1"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Fallback Options:</strong></p><ul><li>If transform pipeline cannot determine mappings, DataHub falls back to simple topic-based lineage</li><li>For unsupported connector types or complex custom scenarios, use <code>generic_connectors</code> configuration</li></ul><p><strong>Performance Optimization:</strong></p><ul><li>Set <code>use_connect_topics_api: false</code> to disable topic discovery in air-gapped environments</li><li>Transform pipeline processing adds minimal overhead and improves lineage accuracy
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<img loading="lazy" src="https://img.shields.io/badge/support%20status-certified-brightgreen" alt="Certified" class="img_ev3q"></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="important-capabilities">Important Capabilities<a href="#important-capabilities" class="hash-link" aria-label="Direct link to Important Capabilities" title="Direct link to Important Capabilities"></a></h3><table><thead><tr><th>Capability</th><th>Status</th><th>Notes</th></tr></thead><tbody><tr><td><a href="/docs/metadata-ingestion/docs/dev_guides/stateful#stale-entity-removal">Detect Deleted Entities</a></td><td>✅</td><td>Enabled by default via stateful ingestion.</td></tr><tr><td><a href="/docs/platform-instances">Platform Instance</a></td><td>✅</td><td>Enabled by default.</td></tr><tr><td>Schema Metadata</td><td>✅</td><td>Enabled by default.</td></tr><tr><td>Table-Level Lineage</td><td>✅</td><td>Enabled by default.</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="cli-based-ingestion">CLI based Ingestion<a href="#cli-based-ingestion" class="hash-link" aria-label="Direct link to CLI based Ingestion" title="Direct link to CLI based Ingestion"></a></h3><h3 class="anchor anchorWithStickyNavbar_LWe7" id="starter-recipe">Starter Recipe<a href="#starter-recipe" class="hash-link" aria-label="Direct link to Starter Recipe" title="Direct link to Starter Recipe"></a></h3><p>Check out the following recipe to get started with ingestion! See <a href="#config-details">below</a> for full configuration options.</p><p>For general pointers on writing and running a recipe, see our <a href="/docs/metadata-ingestion#recipes">main recipe guide</a>.</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"kafka-connect"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Coordinates</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">connect_uri</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"http://localhost:8083"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Credentials</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">username</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> admin</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">password</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> password</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Optional</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Platform instance mapping to use when constructing URNs.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Use if single instance of platform is referred across connectors.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">platform_instance_map</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_platform_instance</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">sink</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># sink configs</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="config-details">Config Details<a href="#config-details" class="hash-link" aria-label="Direct link to Config Details" title="Direct link to Config Details"></a></h3><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">Options</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Schema</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>Note that a <code>.</code> is used to denote nested fields in the YAML recipe.</p><div class="config-table"><table><thead><tr><th align="left">Field</th><th align="left">Description</th></tr></thead><tbody><tr><td align="left"><div class="path-line"><span class="path-main">cluster_name</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Cluster to ingest from. <div class="default-line default-line-with-docs">Default: <span class="default-value">connect-cluster</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">confluent_cloud_cluster_id</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Confluent Cloud Kafka Connect cluster ID (e.g., 'lkc-abc123'). When specified along with confluent_cloud_environment_id, the connect_uri will be automatically constructed. This is the recommended approach for Confluent Cloud instead of manually constructing the full URI. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">confluent_cloud_environment_id</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Confluent Cloud environment ID (e.g., 'env-xyz123'). When specified along with confluent_cloud_cluster_id, the connect_uri will be automatically constructed. This is the recommended approach for Confluent Cloud instead of manually constructing the full URI. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">connect_to_platform_map</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Platform instance mapping when multiple instances for a platform is available. Entry for a platform should be in either <code>platform_instance_map</code> or <code>connect_to_platform_map</code>. e.g.<code>connect_to_platform_map: { "postgres-connector-finance-db": "postgres": "core_finance_instance" }</code> <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">connect_uri</span></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left">URI to connect to. <div class="default-line default-line-with-docs">Default: <span class="default-value">http://localhost:8083/</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">convert_lineage_urns_to_lowercase</span></div> <div class="type-name-line"><span class="type-name">boolean</span></div></td><td align="left">Whether to convert the urns of ingested lineage dataset to lowercase <div class="default-line default-line-with-docs">Default: <span class="default-value">False</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">kafka_api_key</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Optional: Confluent Cloud Kafka API key for authenticating with Kafka REST API v3. If not specified, DataHub will reuse the Connect credentials (username/password) for Kafka API authentication. Only needed if you want to use separate credentials for the Kafka API. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">kafka_api_secret</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Optional: Confluent Cloud Kafka API secret for authenticating with Kafka REST API v3. If not specified, DataHub will reuse the Connect credentials (username/password) for Kafka API authentication. Only needed if you want to use separate credentials for the Kafka API. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">kafka_rest_endpoint</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Optional: Confluent Cloud Kafka REST API endpoint for comprehensive topic retrieval. Format: <a href="https://pkc-xxxxx.region.provider.confluent.cloud" target="_blank" rel="noopener noreferrer">https://pkc-xxxxx.region.provider.confluent.cloud</a> If not specified, DataHub automatically derives the endpoint from connector configurations (kafka.endpoint). When available, enables getting all topics from Kafka cluster for improved transform pipeline accuracy. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">password</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Kafka Connect password. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">platform_instance</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">The instance of the platform that all assets produced by this recipe belong to. This should be unique within the platform. See <a href="https://docs.datahub.com/docs/platform-instances/" target="_blank" rel="noopener noreferrer">https://docs.datahub.com/docs/platform-instances/</a> for more details. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">platform_instance_map</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Platform instance mapping to use when constructing URNs. e.g.<code>platform_instance_map: { "hive": "warehouse" }</code> <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">use_connect_topics_api</span></div> <div class="type-name-line"><span class="type-name">boolean</span></div></td><td align="left">Whether to use Kafka Connect API for topic retrieval and validation. This flag controls the environment-specific topic retrieval strategy: <br> <strong>When True (default):</strong> - <strong>Self-hosted environments:</strong> Uses runtime <code>/connectors/{name}/topics</code> API for accurate topic information - <strong>Confluent Cloud:</strong> Uses comprehensive Kafka REST API v3 to get all topics for transform pipeline, with config-based fallback <br> <strong>When False:</strong> Disables all API-based topic retrieval for both environments. Returns empty topic lists. Useful for air-gapped environments or when topic validation isn't needed for performance optimization. <div class="default-line default-line-with-docs">Default: <span class="default-value">True</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">username</span></div> <div class="type-name-line"><span class="type-name">One of string, null</span></div></td><td align="left">Kafka Connect username. <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">env</span></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left">The environment that all assets produced by this connector belong to <div class="default-line default-line-with-docs">Default: <span class="default-value">PROD</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">connector_patterns</span></div> <div class="type-name-line"><span class="type-name">AllowDenyPattern</span></div></td><td align="left">A class to store allow deny regexes</td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">connector_patterns.</span><span class="path-main">ignoreCase</span></div> <div class="type-name-line"><span class="type-name">One of boolean, null</span></div></td><td align="left">Whether to ignore case sensitivity during pattern matching. <div class="default-line default-line-with-docs">Default: <span class="default-value">True</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">connector_patterns.</span><span class="path-main">allow</span></div> <div class="type-name-line"><span class="type-name">array</span></div></td><td align="left">List of regex patterns to include in ingestion <div class="default-line default-line-with-docs">Default: <span class="default-value">[<!-- -->'<!-- -->.<!-- -->*<!-- -->'<!-- -->]</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">connector_patterns.allow.</span><span class="path-main">string</span></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">connector_patterns.</span><span class="path-main">deny</span></div> <div class="type-name-line"><span class="type-name">array</span></div></td><td align="left">List of regex patterns to exclude from ingestion. <div class="default-line default-line-with-docs">Default: <span class="default-value">[<!-- -->]</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">connector_patterns.deny.</span><span class="path-main">string</span></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">generic_connectors</span></div> <div class="type-name-line"><span class="type-name">array</span></div></td><td align="left">Provide lineage graph for sources connectors other than Confluent JDBC Source Connector, Debezium Source Connector, and Mongo Source Connector <div class="default-line default-line-with-docs">Default: <span class="default-value">[<!-- -->]</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">generic_connectors.</span><span class="path-main">GenericConnectorConfig</span></div> <div class="type-name-line"><span class="type-name">GenericConnectorConfig</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">generic_connectors.GenericConnectorConfig.</span><span class="path-main">connector_name</span> <abbr title="Required if GenericConnectorConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">generic_connectors.GenericConnectorConfig.</span><span class="path-main">source_dataset</span> <abbr title="Required if GenericConnectorConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">generic_connectors.GenericConnectorConfig.</span><span class="path-main">source_platform</span> <abbr title="Required if GenericConnectorConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">provided_configs</span></div> <div class="type-name-line"><span class="type-name">One of array, null</span></div></td><td align="left">Provided Configurations <div class="default-line default-line-with-docs">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">provided_configs.</span><span class="path-main">ProvidedConfig</span></div> <div class="type-name-line"><span class="type-name">ProvidedConfig</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">provided_configs.ProvidedConfig.</span><span class="path-main">path_key</span> <abbr title="Required if ProvidedConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">provided_configs.ProvidedConfig.</span><span class="path-main">provider</span> <abbr title="Required if ProvidedConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">provided_configs.ProvidedConfig.</span><span class="path-main">value</span> <abbr title="Required if ProvidedConfig is set">❓</abbr></div> <div class="type-name-line"><span class="type-name">string</span></div></td><td align="left"></td></tr><tr><td align="left"><div class="path-line"><span class="path-main">stateful_ingestion</span></div> <div class="type-name-line"><span class="type-name">One of StatefulStaleMetadataRemovalConfig, null</span></div></td><td align="left"><div class="default-line">Default: <span class="default-value">None</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">stateful_ingestion.</span><span class="path-main">enabled</span></div> <div class="type-name-line"><span class="type-name">boolean</span></div></td><td align="left">Whether or not to enable stateful ingest. Default: True if a pipeline_name is set and either a datahub-rest sink or <code>datahub_api</code> is specified, otherwise False <div class="default-line default-line-with-docs">Default: <span class="default-value">False</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">stateful_ingestion.</span><span class="path-main">fail_safe_threshold</span></div> <div class="type-name-line"><span class="type-name">number</span></div></td><td align="left">Prevents large amount of soft deletes & the state from committing from accidental changes to the source configuration if the relative change percent in entities compared to the previous state is above the 'fail_safe_threshold'. <div class="default-line default-line-with-docs">Default: <span class="default-value">75.0</span></div></td></tr><tr><td align="left"><div class="path-line"><span class="path-prefix">stateful_ingestion.</span><span class="path-main">remove_stale_metadata</span></div> <div class="type-name-line"><span class="type-name">boolean</span></div></td><td align="left">Soft-deletes the entities present in the last successful run but missing in the current run with stateful_ingestion enabled. <div class="default-line default-line-with-docs">Default: <span class="default-value">True</span></div></td></tr></tbody></table></div></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>The <a href="https://json-schema.org/" target="_blank" rel="noopener noreferrer">JSONSchema</a> for this configuration is inlined below.</p><div class="language-javascript codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-javascript codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"$defs"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"AllowDenyPattern"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"additionalProperties"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">false</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"A class to store allow deny regexes"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"properties"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"allow"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">".*"</span><span class="token plain"></span><br></span><span 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class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"string"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span 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style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"The instance of the platform that all assets produced by this recipe belong to. 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style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"provided_configs"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"items"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"$ref"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"#/$defs/ProvidedConfig"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"array"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> 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style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"connect_to_platform_map"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"additionalProperties"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"additionalProperties"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span 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234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"object"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"null"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Platform instance mapping when multiple instances for a platform is available. 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class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"generic_connectors"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Provide lineage graph for sources connectors other than Confluent JDBC Source Connector, Debezium Source Connector, and Mongo Source Connector"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"items"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"$ref"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"#/$defs/GenericConnectorConfig"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Generic Connectors"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"array"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"use_connect_topics_api"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token boolean" style="color:rgb(255, 88, 116)">true</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Whether to use Kafka Connect API for topic retrieval and validation. This flag controls the environment-specific topic retrieval strategy: \n**When True (default):** - **Self-hosted environments:** Uses runtime `/connectors/{name}/topics` API for accurate topic information - **Confluent Cloud:** Uses comprehensive Kafka REST API v3 to get all topics for transform pipeline, with config-based fallback \n**When False:** Disables all API-based topic retrieval for both environments. Returns empty topic lists. 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Format: https://pkc-xxxxx.region.provider.confluent.cloud If not specified, DataHub automatically derives the endpoint from connector configurations (kafka.endpoint). When available, enables getting all topics from Kafka cluster for improved transform pipeline accuracy."</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Kafka Rest Endpoint"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"kafka_api_key"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"string"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"null"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Optional: Confluent Cloud Kafka API key for authenticating with Kafka REST API v3. If not specified, DataHub will reuse the Connect credentials (username/password) for Kafka API authentication. Only needed if you want to use separate credentials for the Kafka API."</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Kafka Api Key"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"kafka_api_secret"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"string"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"null"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Optional: Confluent Cloud Kafka API secret for authenticating with Kafka REST API v3. If not specified, DataHub will reuse the Connect credentials (username/password) for Kafka API authentication. Only needed if you want to use separate credentials for the Kafka API."</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Kafka Api Secret"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"confluent_cloud_environment_id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"string"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"null"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Confluent Cloud environment ID (e.g., 'env-xyz123'). When specified along with confluent_cloud_cluster_id, the connect_uri will be automatically constructed. This is the recommended approach for Confluent Cloud instead of manually constructing the full URI."</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Confluent Cloud Environment Id"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"confluent_cloud_cluster_id"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"anyOf"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"string"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"null"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"default"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token keyword null nil" style="font-style:italic">null</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"description"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Confluent Cloud Kafka Connect cluster ID (e.g., 'lkc-abc123'). When specified along with confluent_cloud_environment_id, the connect_uri will be automatically constructed. This is the recommended approach for Confluent Cloud instead of manually constructing the full URI."</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Confluent Cloud Cluster Id"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"title"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"KafkaConnectSourceConfig"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token string-property property">"type"</span><span class="token operator" style="color:rgb(137, 221, 255)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"object"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="advanced-configurations">Advanced Configurations<a href="#advanced-configurations" class="hash-link" aria-label="Direct link to Advanced Configurations" title="Direct link to Advanced Configurations"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="environment-specific-topic-discovery">Environment-Specific Topic Discovery<a href="#environment-specific-topic-discovery" class="hash-link" aria-label="Direct link to Environment-Specific Topic Discovery" title="Direct link to Environment-Specific Topic Discovery"></a></h3><p>DataHub's Kafka Connect source automatically detects your environment (self-hosted vs Confluent Cloud) and uses the appropriate topic discovery strategy:</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="self-hosted-kafka-connect-2">Self-hosted Kafka Connect<a href="#self-hosted-kafka-connect-2" class="hash-link" aria-label="Direct link to Self-hosted Kafka Connect" title="Direct link to Self-hosted Kafka Connect"></a></h4><p>Uses the runtime <code>/connectors/{name}/topics</code> API endpoint for accurate, real-time topic information:</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Self-hosted Kafka Connect cluster</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">connect_uri</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"http://localhost:8083"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># use_connect_topics_api: true # Default - enables runtime topic discovery</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="confluent-cloud-2">Confluent Cloud<a href="#confluent-cloud-2" class="hash-link" aria-label="Direct link to Confluent Cloud" title="Direct link to Confluent Cloud"></a></h4><p>Uses comprehensive transform pipeline support with Kafka REST API v3 topic validation and config-based fallback:</p><p><strong>Recommended approach using environment and cluster IDs:</strong></p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Auto-construct URI from environment and cluster IDs (recommended)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">confluent_cloud_environment_id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"env-xyz123"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Your Confluent Cloud environment ID</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">confluent_cloud_cluster_id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"lkc-abc456"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Your Kafka Connect cluster ID</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Standard credentials for Kafka Connect API</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">username</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-connect-api-key"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API key for Kafka Connect access</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">password</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-connect-api-secret"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API secret for Kafka Connect access</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Optional: Separate credentials for Kafka REST API (if different from Connect API)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_api_key</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-kafka-api-key"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API key for Kafka REST API access</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_api_secret</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-kafka-api-secret"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API secret for Kafka REST API access</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Optional: Dedicated Kafka REST endpoint for comprehensive topic retrieval</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_rest_endpoint</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"https://pkc-xxxxx.region.provider.confluent.cloud"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># use_connect_topics_api: true # Default - enables comprehensive topic retrieval</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Alternative approach using full URI (legacy):</strong></p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Confluent Cloud Connect URI - automatically detected</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">connect_uri</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"https://api.confluent.cloud/connect/v1/environments/env-123/clusters/lkc-abc456"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">username</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-connect-api-key"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API key for Kafka Connect</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">password</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-connect-api-secret"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API secret for Kafka Connect</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_api_key</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-kafka-api-key"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API key for Kafka REST API (if different)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_api_secret</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"your-kafka-api-secret"</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># API secret for Kafka REST API (if different)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Optional: Dedicated Kafka REST endpoint for comprehensive topic retrieval</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka_rest_endpoint</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"https://pkc-xxxxx.region.provider.confluent.cloud"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>How Lineage Inference Works with Transform Pipelines:</strong></p><p>Kafka Connect connectors can apply transforms (like RegexRouter) that modify topic names before data reaches Kafka. DataHub's lineage inference analyzes these transform configurations to determine how topics are produced:</p><ol><li><strong>Configuration Analysis</strong> - Extracts source tables from connector configuration (<code>table.include.list</code>, <code>database.include.list</code>)</li><li><strong>Transform Application</strong> - Applies configured transforms (RegexRouter, EventRouter, etc.) to predict final topic names</li><li><strong>Topic Validation</strong> - Validates predicted topics against actual cluster topics using Kafka REST API v3</li><li><strong>Lineage Construction</strong> - Maps source tables to validated topics, preserving schema information</li></ol><p>This approach works for both self-hosted and Confluent Cloud environments:</p><ul><li><strong>Self-hosted</strong>: Uses runtime <code>/connectors/{name}/topics</code> API for actual topics produced by each connector</li><li><strong>Confluent Cloud</strong>: Uses Kafka REST API v3 to get all cluster topics, then applies transform pipeline to match with connector config</li></ul><p><strong>Key Benefits</strong>:</p><ul><li><strong>90-95% accuracy</strong> for Cloud connectors with transforms (significant improvement over previous config-only approach)</li><li><strong>Full RegexRouter support</strong> with Java regex compatibility</li><li><strong>Complex transform chains</strong> handled correctly</li><li><strong>Schema preservation</strong> maintains full table names with schema information</li></ul><p><strong>Configuration Options:</strong></p><ul><li><strong>Environment/Cluster IDs (recommended)</strong>: Use <code>confluent_cloud_environment_id</code> and <code>confluent_cloud_cluster_id</code> for automatic URI construction</li><li><strong>Auto-derivation</strong>: DataHub finds Kafka REST endpoint automatically from connector configs</li><li><strong>Manual endpoint</strong>: Specify <code>kafka_rest_endpoint</code> if auto-derivation doesn't work</li><li><strong>Separate credentials (typical)</strong>: Use <code>connect_api_key</code>/<code>connect_api_secret</code> for Connect API and <code>kafka_api_key</code>/<code>kafka_api_secret</code> for Kafka REST API</li><li><strong>Legacy credentials</strong>: Use <code>username</code>/<code>password</code> for Connect API (falls back for Kafka API if separate credentials not provided)</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="air-gapped-or-performance-optimized-environments">Air-gapped or Performance-Optimized Environments<a href="#air-gapped-or-performance-optimized-environments" class="hash-link" aria-label="Direct link to Air-gapped or Performance-Optimized Environments" title="Direct link to Air-gapped or Performance-Optimized Environments"></a></h4><p>Disable topic discovery entirely for environments where API access is not available or not needed:</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">connect_uri</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"http://localhost:8083"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">use_connect_topics_api</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token boolean important" style="color:rgb(255, 88, 116)">false</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Disables all topic discovery API calls</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p><strong>Note</strong>: When <code>use_connect_topics_api</code> is <code>false</code>, topic information will not be extracted, which may impact lineage accuracy but improves performance and works in air-gapped environments.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="working-with-platform-instances">Working with Platform Instances<a href="#working-with-platform-instances" class="hash-link" aria-label="Direct link to Working with Platform Instances" title="Direct link to Working with Platform Instances"></a></h3><p>If you've multiple instances of kafka OR source/sink systems that are referred in your <code>kafka-connect</code> setup, you'd need to configure platform instance for these systems in <code>kafka-connect</code> recipe to generate correct lineage edges. You must have already set <code>platform_instance</code> in recipes of original source/sink systems. Refer the document <a href="/docs/platform-instances">Working with Platform Instances</a> to understand more about this.</p><p>There are two options available to declare source/sink system's <code>platform_instance</code> in <code>kafka-connect</code> recipe. If single instance of platform is used across all <code>kafka-connect</code> connectors, you can use <code>platform_instance_map</code> to specify platform_instance to use for a platform when constructing URNs for lineage.</p><p>Example:</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Map of platform name to platform instance</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">platform_instance_map</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">snowflake</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> snowflake_platform_instance</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_platform_instance</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If multiple instances of platform are used across <code>kafka-connect</code> connectors, you'd need to specify platform_instance to use for platform for every connector.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example---multiple-mysql-source-connectors-each-reading-from-different-mysql-instance">Example - Multiple MySQL Source Connectors each reading from different mysql instance<a href="#example---multiple-mysql-source-connectors-each-reading-from-different-mysql-instance" class="hash-link" aria-label="Direct link to Example - Multiple MySQL Source Connectors each reading from different mysql instance" title="Direct link to Example - Multiple MySQL Source Connectors each reading from different mysql instance"></a></h4><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Map of platform name to platform instance per connector</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">connect_to_platform_map</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql_connector1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_instance1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql_connector2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_instance2</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Here mysql_connector1 and mysql_connector2 are names of MySQL source connectors as defined in <code>kafka-connect</code> connector config.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example---multiple-mysql-source-connectors-each-reading-from-difference-mysql-instance-and-writing-to-different-kafka-cluster">Example - Multiple MySQL Source Connectors each reading from difference mysql instance and writing to different kafka cluster<a href="#example---multiple-mysql-source-connectors-each-reading-from-difference-mysql-instance-and-writing-to-different-kafka-cluster" class="hash-link" aria-label="Direct link to Example - Multiple MySQL Source Connectors each reading from difference mysql instance and writing to different kafka cluster" title="Direct link to Example - Multiple MySQL Source Connectors each reading from difference mysql instance and writing to different kafka cluster"></a></h4><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">connect_to_platform_map</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql_connector1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_instance1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka_instance1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql_connector2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> mysql_instance2</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka_instance2</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can also use combination of <code>platform_instance_map</code> and <code>connect_to_platform_map</code> in your recipe. Note that, the platform_instance specified for the connector in <code>connect_to_platform_map</code> will always take higher precedance even if platform_instance for same platform is set in <code>platform_instance_map</code>.</p><p>If you do not use <code>platform_instance</code> in original source/sink recipes, you do not need to specify them in above configurations.</p><p>Note that, you do not need to specify platform_instance for BigQuery.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example---multiple-bigquery-sink-connectors-each-writing-to-different-kafka-cluster">Example - Multiple BigQuery Sink Connectors each writing to different kafka cluster<a href="#example---multiple-bigquery-sink-connectors-each-writing-to-different-kafka-cluster" class="hash-link" aria-label="Direct link to Example - Multiple BigQuery Sink Connectors each writing to different kafka cluster" title="Direct link to Example - Multiple BigQuery Sink Connectors each writing to different kafka cluster"></a></h4><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">connect_to_platform_map</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">bigquery_connector1</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka_instance1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">bigquery_connector2</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka_instance2</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="provided-configurations-from-external-sources">Provided Configurations from External Sources<a href="#provided-configurations-from-external-sources" class="hash-link" aria-label="Direct link to Provided Configurations from External Sources" title="Direct link to Provided Configurations from External Sources"></a></h3><p>Kafka Connect supports pluggable configuration providers which can load configuration data from external sources at runtime. These values are not available to DataHub ingestion source through Kafka Connect APIs. If you are using such provided configurations to specify connection url (database, etc) in Kafka Connect connector configuration then you will need also add these in <code>provided_configs</code> section in recipe for DataHub to generate correct lineage.</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Optional mapping of provider configurations if using</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">provided_configs</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> </span><span class="token key atrule">provider</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> env</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">path_key</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> MYSQL_CONNECTION_URL</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">value</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> jdbc</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">//test_mysql</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">3306/librarydb</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="troubleshooting">Troubleshooting<a href="#troubleshooting" class="hash-link" aria-label="Direct link to Troubleshooting" title="Direct link to Troubleshooting"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="topic-discovery-issues">Topic Discovery Issues<a href="#topic-discovery-issues" class="hash-link" aria-label="Direct link to Topic Discovery Issues" title="Direct link to Topic Discovery Issues"></a></h3><p><strong>Problem</strong>: Missing or incomplete topic information in lineage</p><p><strong>Solutions</strong>:</p><ol><li><p><strong>Verify Environment Detection</strong>:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Check logs for environment detection messages</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Self-hosted: "Detected self-hosted Kafka Connect - using runtime topics API"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Confluent Cloud: "Detected Confluent Cloud - using comprehensive Kafka REST API topic retrieval"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p><strong>Test API Connectivity</strong>:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># For self-hosted - test topics API</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">curl</span><span class="token plain"> -X GET </span><span class="token string" style="color:rgb(195, 232, 141)">"http://localhost:8083/connectors/{connector-name}/topics"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># For Confluent Cloud - test Kafka REST API v3</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token function" style="color:rgb(130, 170, 255)">curl</span><span class="token plain"> -X GET </span><span class="token string" style="color:rgb(195, 232, 141)">"https://pkc-xxxxx.region.provider.confluent.cloud/kafka/v3/clusters/{cluster-id}/topics"</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p><strong>Configuration Troubleshooting</strong>:</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Enable debug logging</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># ... other config ...</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">use_connect_topics_api</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token boolean important" style="color:rgb(255, 88, 116)">true</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Ensure this is enabled (default)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="environment-specific-issues">Environment-Specific Issues<a href="#environment-specific-issues" class="hash-link" aria-label="Direct link to Environment-Specific Issues" title="Direct link to Environment-Specific Issues"></a></h3><p><strong>Self-hosted Issues</strong>:</p><ul><li><strong>403/401 errors</strong>: Check authentication credentials (<code>username</code>, <code>password</code>)</li><li><strong>404 errors</strong>: Verify Kafka Connect cluster is running and REST API is accessible</li><li><strong>Empty topic lists</strong>: Check if connectors are actually running and processing data</li></ul><p><strong>Confluent Cloud Issues</strong>:</p><ul><li><strong>Missing topics</strong>: Verify connector configuration has proper source table fields (<code>table.include.list</code>, <code>query</code>)</li><li><strong>Transform accuracy</strong>: Check that RegexRouter patterns in connector config are valid Java regex</li><li><strong>Complex transforms</strong>: Now fully supported via forward transform pipeline with topic validation</li><li><strong>Schema preservation</strong>: Full schema information (e.g., <code>public.users</code>) is maintained through transform pipeline</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="performance-optimization">Performance Optimization<a href="#performance-optimization" class="hash-link" aria-label="Direct link to Performance Optimization" title="Direct link to Performance Optimization"></a></h3><p>If topic discovery is impacting performance:</p><div class="language-yml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">source</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">type</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> kafka</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">connect</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">config</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">connect_uri</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"http://localhost:8083"</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">use_connect_topics_api</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token boolean important" style="color:rgb(255, 88, 116)">false</span><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Disable for better performance (no topic info)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="code-coordinates">Code Coordinates<a href="#code-coordinates" class="hash-link" aria-label="Direct link to Code Coordinates" title="Direct link to Code Coordinates"></a></h3><ul><li>Class Name: <code>datahub.ingestion.source.kafka_connect.kafka_connect.KafkaConnectSource</code></li><li>Browse on <a href="https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/src/datahub/ingestion/source/kafka_connect/kafka_connect.py" target="_blank" rel="noopener noreferrer">GitHub</a></li></ul><h2>Questions</h2><p>If you've got any questions on configuring ingestion for Kafka Connect, feel free to ping us on <a href="https://datahub.com/slack" target="_blank" rel="noopener noreferrer">our Slack</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? 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