Process Your Data in Seconds with the New Azure Data Factory Real-Time Change Data Capture (CDC)
Process Your Data In Seconds with New ADF Real-Time CDC
Introduction
Data is a valuable asset for any business. With the right tools, it can unlock insights, drive decisions, and help streamline processes. But when it comes to data transformation and integration, the traditional Extract-Transform-Load (ETL) approach is slow and cumbersome.
Enter Azure Data Factory (ADF) real-time Change Data Capture (CDC). This new offering from Microsoft allows for near real-time data synchronization between sources and destinations without the need for manual intervention or complex code.
What is CDC?
CDC is an ETL-based process that captures data changes from one or more sources and replicates them to a destination. It allows organizations to maintain a near real-time, up-to-date copy of their source system data.
CDC can be used for a variety of purposes:
* Data replication and synchronization
* Data auditing and compliance
* Data integration
* Data warehousing
What is ADF Real-Time CDC?
ADF Real-Time CDC is an Azure-based data integration service that captures and replicates data changes in near real-time. It is built on the same technology used by Azure Data Factory (ADF) and supports a variety of data sources and destinations.
ADF Real-Time CDC allows for data to be synchronized in near real-time without the need for manual intervention or complex code. It can be used to replicate data from one source to multiple destinations, as well as from multiple sources to a single destination.
Benefits of ADF Real-Time CDC
ADF Real-Time CDC provides a number of benefits for organizations looking to streamline their data integration processes. These include:
* Near real-time data replication and synchronization
* Simplified setup and configuration
* Scalability and resiliency
* Secure and compliant data transfer
* Low total cost of ownership
How to Get Started with ADF Real-Time CDC
Getting started with ADF Real-Time CDC is easy. You can set up the service in a few simple steps:
* Create a data source, such as an Azure SQL Database
* Create a data destination, such as an Azure Data Lake Storage
* Create an ADF Real-Time CDC pipeline to replicate data from the source to the destination
* Configure the pipeline settings, such as the replication interval and data retention policy
* Test the pipeline and verify the results
Conclusion
ADF Real-Time CDC is a powerful and easy-to-use tool for near real-time data replication and synchronization. It can be used to replicate data from one source to multiple destinations, as well as from multiple sources to a single destination. With its simplified setup and configuration, scalability, resiliency, secure data transfer, and low total cost of ownership, it is an ideal solution for organizations looking to streamline their data integration processes.
References:
Process your data in seconds with new ADF real-time CDC
1. Real-time CDC
2. Microsoft 365
3. Data processing