Automated Workload Transformation from SAS to Databricks

Automatically modernize legacy analytics systems to Databricks Lakehouse with lower risk and cost

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With technology driving the force of innovation in today’s world, it’s imperative for enterprises to modernize legacy analytic workloads. SAS to Databricks migration can enable businesses to unlock their true analytical potential, however, the path to modernization is complicated.

LeapLogic is here to change that.

Here’s the proven 4-step approach LeapLogic utilizes to automate end-to-end SAS migration to Databricks.

Assessment

The first step to modernization involves assessing the existing SAS scripts and providing a comprehensive complexity analysis along with an end-to-end data and process lineage.

Furthermore, LeapLogic ensures efficient performance of the workloads on Databricks by identifying code gaps and offering actionable recommendations.

LeapLogic ensures improved data privacy, security, quality, transparency, and regulatory compliance by providing a graphical view of data and process lineage that illustrates complex interdependencies between workloads.

Transformation

LeapLogic performs an end-to-end transformation of SAS workloads to Databricks in three stages:

Migration

Automates the conversion of the entire legacy schema to Databricks-equivalent code and migrates all the data into the cloud

Data validation

Authenticates all the migrated data and certifies it

Transformation

Modifies the SAS code and business logic to Databricks-equivalent code

 

LeapLogic’s intelligent transformation engine reduces manual effort in mapping and converting all source keywords, functions, qualifiers, filters, lookups, expressions, and constructs during SAS to Databricks migration.

Validation

LeapLogic optimizes the data on the cloud by auto-generating reconciliation scripts and offering unit and integration testing.

LeapLogic also provides cell-to-cell validation reports, data type, file-to-file validation, and entity-level matching.

Operationalization

When we say end-to-end, we mean it!

LeapLogic integrates legacy tools and existing processes to Databricks-native orchestrators using target executable packaging. When migrating workloads from SAS to Databricks, it also ensures operationalization of the migrated workloads on Databricks.

What value do you get out of these?

Automated, fast, and risk-free SAS to Databricks migration experience.

For over a decade, we have helped Fortune 500 companies take data-driven decisions with absolute confidence and drive powerful business outcomes they had never even imagined.

We are here to accelerate your modernization journey!