Organizations are increasingly adopting modern data lake platforms like Databricks to support analytics, reporting, artificial intelligence (AI), and machine learning initiatives. However, for many enterprises, the data powering these initiatives still resides in Oracle databases.
The challenge is making Oracle data available in Databricks quickly and efficiently without introducing complex integration projects or affecting production database performance.
Quest SharePlex helps organizations overcome this challenge by continuously moving Oracle data into cloud storage in Parquet format, allowing Databricks to easily consume the data. This enables teams to access trusted, up-to-date information faster for analytics, AI, and other data-driven initiatives.
The benefits of using SharePlex for Oracle-to-Databricks data movement
Organizations evaluating Oracle-to-Databricks data integration typically focus on three key objectives:
- Accessing fresher data faster
- Protecting production database performance
- Reducing unnecessary architecture complexity
SharePlex addresses these challenges by providing a streamlined approach to continuously move Oracle data into modern analytics environments.
1. Get Oracle data into Databricks faster
Analytics is only as effective as the data behind it.
Many organizations still rely on scheduled exports or batch-based processes to move Oracle data into analytics platforms. While these methods may meet basic requirements, they often create delays that leave reports, dashboards, and AI models relying on outdated information.
Quest SharePlex reduces these delays by continuously capturing Oracle database changes and making them available for downstream analytics processes. Instead of waiting for the next scheduled batch cycle, teams gain faster access to the information they need to make decisions, identify trends, and respond to changing business requirements.
For organizations building more data-driven operations, faster access to Oracle data means faster access to valuable business insights.
2. Reduce impact on production systems
Business-critical Oracle databases are designed to support applications, transactions, and daily operations. Analytics initiatives should not disrupt these essential workloads.
Traditional extraction approaches can place additional pressure on production systems, particularly as data volumes increase and analytics requirements become more demanding.
SharePlex uses log-based change data capture (CDC) to capture Oracle changes directly from transaction logs instead of repeatedly querying production tables. This helps minimize the impact on source systems while continuously making data available for analytics workloads.
The result is a more efficient data movement approach that allows organizations to support reporting, analytics, and AI initiatives without adding unnecessary strain to the systems that run the business.
3. Simplify data movement architecture
Data teams are already managing complex environments. Adding custom integrations, internally developed scripts, or multiple data movement tools can increase operational overhead and create long-term maintenance challenges.
As data environments expand, these challenges can become even more difficult to manage.
SharePlex provides a simpler approach by continuously moving Oracle data into cloud storage in a Parquet format that Databricks can easily consume. This eliminates the need for extensive pipeline transformations or overly complex integration architectures.
By simplifying Oracle-to-Databricks data movement, organizations can support modern analytics initiatives while maintaining a more manageable data architecture.
How SharePlex works with Databricks
SharePlex uses log-based CDC technology to capture Oracle database changes in near real time and deliver them to cloud object storage as Parquet files.
The architecture is straightforward:
Oracle Database → SharePlex → Cloud Storage → Databricks
SharePlex supports major cloud storage platforms, including:
- AWS S3
- Azure Blob Storage
- Google Cloud Storage
Databricks can then ingest and analyze the data using its native capabilities.
This approach is intentionally simple. Instead of relying on a direct Databricks connector, SharePlex delivers Oracle data in an open format that Databricks already supports.
This provides organizations with a practical way to connect operational Oracle systems with modern analytics environments while avoiding unnecessary complexity.
Turn Oracle data into analytics-ready data faster
The objective is not simply to move data from one platform to another.
The real goal is to make Oracle data available for analytics, reporting, AI, and machine learning initiatives as quickly and efficiently as possible.
SharePlex helps organizations achieve this by continuously capturing Oracle changes and delivering data in a format that naturally fits modern data lake and lakehouse architectures.
Rather than spending time building and maintaining complex data movement workflows, teams can focus on extracting value from their data.
For organizations that rely on Oracle while investing in Databricks, SharePlex provides a simple and efficient path between operational data and business insights.
By reducing data latency, minimizing impact on production systems, and simplifying data movement, SharePlex helps organizations maximize the value of both their Oracle environments and their Databricks investments.
About DT Asia
DT Asia began in 2007 with a clear mission to build the market entry for various pioneering IT security solutions from the US, Europe and Israel.
Today, DT Asia is a regional, value-added distributor of cybersecurity solutions providing cutting-edge technologies to key government organisations and top private sector clients including global banks and Fortune 500 companies. We have offices and partners around the Asia Pacific to better understand the markets and deliver localised solutions.
How we help
If you need to know more about three reasons organizations use SharePlex for Oracle-to-Databricks data movement , you’re in the right place, we’re here to help! DTA is Quest Software’s distributor, especially in Singapore and Asia, our technicians have deep experience on the product and relevant technologies you can always trust, we provide this product’s turnkey solutions, including consultation, deployment, and maintenance service.
Click here and here and here to know more: https://dtasiagroup.com/quest/
