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Merge pull request #244008 from kasun04/main
Update CDC Debezium docs with latest Kafka feature
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articles/event-hubs/event-hubs-kafka-connect-debezium.md

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**Change Data Capture (CDC)** is a technique used to track row-level changes in database tables in response to create, update, and delete operations. [Debezium](https://debezium.io/) is a distributed platform that builds on top of Change Data Capture features available in different databases (for example, [logical decoding in PostgreSQL](https://www.postgresql.org/docs/current/static/logicaldecoding-explanation.html)). It provides a set of [Kafka Connect connectors](https://debezium.io/documentation/reference/1.2/connectors/index.html) that tap into row-level changes in database table(s) and convert them into event streams that are then sent to [Apache Kafka](https://kafka.apache.org/).
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> [!WARNING]
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> Use of the Apache Kafka Connect framework as well as the Debezium platform and its connectors are **not eligible for product support through Microsoft Azure**.
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> Apache Kafka Connect assumes for its dynamic configuration to be held in compacted topics with otherwise unlimited retention. Event Hubs [does not implement compaction as a broker feature](event-hubs-federation-overview.md#log-projections) and always imposes a time-based retention limit on retained events, rooting from the principle that Event Hubs is a real-time event streaming engine and not a long-term data or configuration store.
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> While the Apache Kafka project might be comfortable with mixing these roles, Azure believes that such information is best managed in a proper database or configuration store.
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> Many Apache Kafka Connect scenarios will be functional, but these conceptual differences between Apache Kafka's and Event Hubs' retention models may cause certain configurations not to work as expected.
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This tutorial walks you through how to set up a change data capture based system on Azure using [Event Hubs](./event-hubs-about.md?WT.mc_id=devto-blog-abhishgu) (for Kafka), [Azure DB for PostgreSQL](../postgresql/overview.md) and Debezium. It will use the [Debezium PostgreSQL connector](https://debezium.io/documentation/reference/1.2/connectors/postgresql.html) to stream database modifications from PostgreSQL to Kafka topics in Event Hubs
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> [!NOTE]

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