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Update azure-synapse-link-delta-lake.md #5419

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Expand Up @@ -27,7 +27,7 @@ provides the following information and shows you how to perform the following ta
> - For the Dataverse configuration, append-only is enabled by default to export CSV data in `appendonly` mode. But the Delta Lake table will have an in-place update structure because the Delta Lake conversion comes with a periodic merge process.
> - There are no costs incurred with the creation of Spark pools. Charges are only incurred once a Spark job is executed on the target Spark pool and the Spark instance is instantiated on demand. These costs are related to the usage of Azure Synapse workspace Spark and are billed monthly. The cost of conducting Spark computing mainly depends on the time interval for incremental update and the data volumes. More information: [Azure Synapse Analytics pricing](https://azure.microsoft.com/pricing/details/synapse-analytics/)
> - It's important to take these additional costs into consideration when deciding to use this feature as they are not optional and must be paid in order to continue using this feature.
> - End of life announced (EOLA) for Azure Synapse Runtime for Apache Spark 3.3 has been announced July 12, 2024. In accordance with the Synapse runtime for Apache Spark lifecycle policy, Azure Synapse runtime for Apache Spark 3.3 will be retired and disabled as of March 31, 2025. After the EOL date, the retired runtimes are unavailable for new Spark pools and existing workflows can't execute. Metadata will temporarily remain in the Synapse workspace. More information: [Azure Synapse Runtime for Apache Spark 3.3 (EOSA)](/azure/synapse-analytics/spark/apache-spark-33-runtime). To have your Synapse Link for Dataverse with export to Delta Lake format upgrade to Spark 3.4, do an in-place upgrade for your existing profiles. More information: [In-place upgrade to Apache Spark 3.4 with Delta Lake 2.4](/power-apps/maker/data-platform/azure-synapse-link-delta-lake#in-place-upgrade-to-apache-spark-3.4-with-delta-lake-2.4)
> - End of life announced (EOLA) for Azure Synapse Runtime for Apache Spark 3.3 has been announced July 12, 2024. In accordance with the Synapse runtime for Apache Spark lifecycle policy, Azure Synapse runtime for Apache Spark 3.3 will be retired and disabled as of March 31, 2025. After the EOL date, the retired runtimes are unavailable for new Spark pools and existing workflows can't execute. Metadata will temporarily remain in the Synapse workspace. More information: [Azure Synapse Runtime for Apache Spark 3.3 (EOSA)](/azure/synapse-analytics/spark/apache-spark-33-runtime). To have your Synapse Link for Dataverse with export to Delta Lake format upgrade to Spark 3.4, do an in-place upgrade for your existing profiles. More information: [In-place upgrade to Apache Spark 3.4 with Delta Lake 2.4](/power-apps/maker/data-platform/azure-synapse-link-delta-lake#in-place-upgrade-to-apache-spark-34-with-delta-lake-24)
> - Beginning December 25, 2024, only Spark Pool version 3.4 will be supported when initially creating the link.

> [!NOTE]
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