james

Change Data Capture (CDC) identifies and loads only changed data. You can use SAP Change Data Capture to get all the attributes of CDC to locate and extract only the incremental data added to the database after the last refresh. The Replication Server, also known as the target database gets data from the source database in real time and captures the data. Data Services connects to Replication Server to capture changed data, subscriptions, and configurations. For metadata information, Data Services connects directly to source databases to capture data. Click here to learn more about SAP Change Data Capture. Users of Microsoft need a connector that extracts only the delta between two sets of data. Delta is the changed data in a dataset regardless of whether it is Update, Insert, or Delete. A delta extraction connector uses the SAP Change Data Capture feature that is in-built in SAP systems to identify the delta in a dataset. The SAP CDC capabilities in Data Factory use the SAP O...

  In this post, we will take an overview of why you should migrate databases from Oracle to Postgres and the benefits such a move brings to the table. Click here to learn more about migrating databases from Oracle to Postgres. Why should you move databases from Oracle to Postgres? There are primarily three reasons for doing so. ·         Cost factor: Oracle charges license fees and additional costs for portioning while Postgres is free to use. ·          Flexibility: Oracle has the risk of vendor lock-in but Postgres being open-source is available from multiple public cloud providers. ·         Customizability: Postgres offers several free extensions to boost database performance but any Oracle add-ons is added to the cost of usage. Database migration from Oracle to Postgres is not easy and often challenging as both are relational database management systems ...

  In today’s hyper-connected, dynamic business landscape, it has become integral for companies and enterprises to make smarter, data-driven decisions. Thanks to modern day, cloud-based database management tools and platforms, it has become easier for businesses to stay on top of emerging trends and evolving needs. To ensure faster and better outcomes, businesses rely on cutting-edge technology and advanced tools which can supercharge processes and streamline operations. One such solution is Google Cloud BigQuery which enables companies and enterprises to process and transform data in real-time and unlock the true potential of data analytics. If you are a business who wants to integrate your SAP database to Google BigQuery, there are multiple ways to achieve your goal. However, exporting data from a source to a destination often requires deep technical knowledge of systems, processes and databases. Since SAP is known for its complex architecture and data structure, migra...

In today’s hyper-connected, dynamic business landscape, it has become integral for companies and enterprises to make smarter, data-driven decisions. Thanks to modern day, cloud-based database management tools and platforms, it has become easier for businesses to stay on top of emerging trends and evolving needs. To ensure faster and better outcomes, businesses rely on cutting-edge technology and advanced tools which can supercharge processes and streamline operations. One such solution is Google Cloud BigQuery which enables companies and enterprises to process and transform data in real-time and unlock the true potential of data analytics. If you are a business who wants to integrate your SAP database to Google BigQuery, there are multiple ways to achieve your goal.  However, exporting data from a source to a destination often requires deep technical knowledge of systems, processes and databases.  Since SAP is known for its complex architecture and data structure, mi...

Moving data from PostgreSQL to Snowflake is an increasingly popular choice for businesses looking to harness the power of cloud-based data warehousing. Snowflake offers unmatched scalability, performance, and ease of use, making it a preferred platform for handling large datasets and complex analytical workloads. The migration process typically begins with identifying the data that needs to be transferred. Unlike Postgre to Snowflake SQL, which excels as a transactional database, Snowflake is purpose-built for analytics. Therefore, businesses often focus on migrating historical and operational data that supports reporting and business intelligence. Tools like Snowpipe, Matillion, and Fivetran simplify data migration by automating extraction, transformation, and loading (ETL) workflows. Snowflake’s native connectors also facilitate seamless integration with PostgreSQL. These tools ensure that data is accurately moved while maintaining schema integrity. Schema conversion is a cruc...

 The SAP Cloud Connector (SCC) serves as a crucial tool for businesses integrating their on-premises SAP systems with cloud-based platforms. Acting as a secure bridge, SCC enables seamless data exchange between on-premises applications and SAP’s cloud offerings, such as SAP Analytics Cloud, SAP Data Warehouse Cloud, or third-party solutions. This connectivity empowers organizations to leverage the scalability and flexibility of the cloud while preserving their investments in existing infrastructure. SCC is designed for simplicity and efficiency. It uses a lightweight software component installed within the on-premises environment, which facilitates encrypted communication with cloud services. Administrators can configure and manage the connection through an intuitive web interface, specifying which resources are accessible to the cloud. By offering granular control over data access and transmission, SCC ensures compliance with organizational policies and regulatory requirements....