SAS to Python / PySpark
SAS to Python / PySpark CONVERSION
innovation in enterprise transformations
With more than 60% of IT departments removing legacy systems to modernize and move to cloud, we saw a need to automate SAS to Python / PySpark code conversion.
SPROCKET is an Enterprise grade SAS to Spark migration solution trusted by customers worldwide.
Why Python / PySpark ?
- a unified data science engine with unparalleled data processing speed and performance @100X+ faster than legacy
- Supported on all major cloud platforms including Databricks, AWS, Azure, and GCP
- the most actively developed open source engine for data science, with exceptional innovation in Data processing, ML, AI, Graph and NLP
- known for its modularity, ease of use, and extensibility with simple, scalable, agile libraries of well-documented APIs:
- SparkSQL and DataFrames
- Delta Lakes (Lakehouse Engine)
- Spark Structured Streaming
- Spark ML
- Graph (GraphFrames)
- NLP (Spark-NLP)
- innovate more with your data at a fraction of the cost
- attract & retain talent working with the latest in data science technology
- extract more from your data – both structured and unstructured – address new demands unlike ever before
Experts in Python and PySpark
WiseWithData consults and advises clients on world-leading open-source options to achieve efficient digital transformation.
We innovate with open source technologies everyday helping clients get the most out of their data.
Our versatile team of data scientists work with these values top in mind:
- Strive for creative excellence, and deliver automated solutions that are simple & easy to deploy
- Deliver & show value early, then scale to complete and achieve objectives
- Act with respect, integrity, and commitment while maintaining a focus on environmental sustainability
Fast, Simple, Accurate
SAS to Python / PySpark MIGRATION
SAS PROCESSES FOR MIGRATION
Delivers a metadata rich report detailing all SAS processes across your organization
Includes SAS process activity, complexity, volume, needed to develop a migration strategy, plan, schedule
Prioritizes your most critical SAS processes as we build your migration strategy, plan and schedule
SAS TO PYTHON / PYSPARK AUTOMATED
CODE CONVERSION TOOL
Automates SAS to Python / PySpark up to 100 times faster than manual “brute force”
Generates professional grade native Python PySpark Dataframe API code
Rokies often resort to outdated and sluggish APIs like RDDs & UDFs
Integrates with latest tech like Delta Lakes
Result is consistent, Python PEP-8 styled, production-ready code matching line-by-line with SAS code, for easy testing & knowledge transfer
ACCELERATES UAT &
Accelerates user acceptance and quality assurance testing and validation
Provides comprehensive validation of all data values in a table:
Data schema checking
NULL value checking
Numeric precision and rounding issue handling
Complete Automated Migration Solution
HOW IT WORKS…
SearchParty identifies your most critical processes for conversion. A complete inventory of your processes is generated in a metadata rich report. This will help us build your migration strategy, plan and schedule together with complete confidence in scope and timelines.
Robot automates the code conversion from SAS to Python / PySpark. its fast, simple & accurate. Generating clean, consistent code leveraging the latest best practices (as validated by Partner & industry leader Databricks), to achieve optimal performance and efficiency. it will save you months if not years of manual effort.
Validator automates user acceptance testing of the migration to PySpark. It performs a thorough Row-by-Row and Column-by-column comparison using a high performance engine built to deal with massive and complex data.
A complete solution delivered As a Simple
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