Data Transformation

TapData Cloud offers you cloud services that are suitable for scenarios requiring rapid deployment and low initial investment, helping you focus more on business development rather than infrastructure management. Free trial with TapData Cloud.TapData Enterprise can be deployed in your local data center, making it suitable for scenarios with strict requirements on data sensitivity or network isolation. It can serve to build real-time data warehouses, enable real-time data exchange, data migration, and more.TapData Community is an open-source data integration platform that provides basic data synchronization and transformation capabilities. This helps you quickly explore and implement data integration projects. As your project or business grows, you can seamlessly upgrade to TapData Cloud or TapData Enterprise to access more advanced features and service support.

To configure data transformation tasks with advanced data processing requirements such as table merging, data splitting, field adding/deleting, and data sharing without impacting the user's business, you can add processing nodes. This enables data processing, disaster recovery, and analysis scenarios.

📄️ Create a Data Transformation Task

In TapData, data transformation tasks provide the capability to incorporate processing nodes between source and target data nodes. These processing nodes serve as valuable tools for efficiently carrying out data processing tasks, such as merging multiple tables, splitting data, and adding or removing fields.

📄️ Build Real-Time Materialized Views (Beta)

Materialized views are specialized database object that cache the results of intricate queries, thereby accelerating data retrieval. With TapData, you can craft real-time materialized views across diverse data sources. This not only ensures accuracy and immediacy of data but also streamlines data management and application development.

📄️ Manage Data Transformation Task

After the replication task is created, you can monitor and manage the task in the task list.

📄️ Add Processing Node

TapData supports the addition of processing nodes to data replication or pipeline tasks, providing the flexibility to incorporate data filtering, field adjustments, and other processing operations as needed. This allows users to customize and enhance their data replication workflows based on specific requirements.

📄️ Monitor Data Transformation Task

Once the data transformation task is started, the page will automatically redirect to the task monitoring page. From there, you can monitor the task's operation details, such as the status of the Agent, data synchronization progress, task progress, alert settings, and other relevant information.