Hello @Kumar, Amit ,
Thanks for the question and using MS Q&A platform.
Before we go into the answer for which you are looking let understand the integration runtimes available in Azure Data Factory/ Synapse Analytics.
Azure Data Factory offers three types of Integration Runtime (IR), and you should choose the type that best serve the data integration capabilities and network environment needs you're looking for. These three types are:
- Azure – Helps to connect data sources in Azure Cloud.
- Self-hosted – Helps to connect data sources from on-premise.
- Azure-SSIS – Helps to lift and shift existing SSIS workload in Azure
Note: Synapse pipelines currently only support Azure or self-hosted integration runtimes.
For more details, refer to Integration runtime in Azure Data Factory.
When you move data between on-premises and the cloud, the activity uses a self-hosted integration runtime to transfer the data between an on-premises data source and the cloud.
Here is a high-level summary of the data-flow steps for copying with a self-hosted IR:
For more details, refer to Create and configure a self-hosted integration runtime
In case, if the Self-hosted IR doesn't work for your scenario, you need to depend on the third-party services like CDATA.
For more details, refer to Moving from on-prem to Elastic Cloud (Elasticsearch managed service) on Microsoft Azure and SO thread How can I replicate Elasticsearch data to azure synapse? adressing similar issue.
Hope this will help. Please let us know if any further queries.
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