NEW - One click push code to Databricks or Dataiku

Automated Migration from SAS to Python

Only solution in the world to convert to Pandas, Scikit, Scipy, Tensorflow & PySpark !

Automated Migration from SAS to Python

Only solution in the world to convert to Pandas, Scikit, Scipy, Tensorflow & PySpark !

SAS2PY

SAS2PY automatically converts code written in SAS language to open source Python 3.5+ based Pandas or Pyspark language with the goal of enabling data scientists to use the modern machine learning and deep learning packages available via Python.

The key advantages of such a migration are:

Automated conversion saves significant time and money and lets you focus on business value and building strategy rather than the manual work over months/years
Cost savings on SAS Licensing
Ability to upskill existing data scientists to the new age of AI dominated by Python based technologies.
Atleast 3 x increase in speed of conversion.
Cloud Migration is a breeze with our in-built support for all 3 cloud platforms.
Enabling adoption of MLOpsin all 3 cloud platforms as well as ability to work with any python environment.

Integrations:

Platform like Databricks is seamless as the pyspark code can be readily deployed in databricks or any other means of running pyspark. https://databricks.com/.
Integration with platforms like DataRobot becomes easier as the code is now in Python. https://www.datarobot.com/
Integration with Dataiku is supported through a one click push https://www.dataiku.com/
AWS Sagemaker becomes easy to migrate to https://aws.amazon.com/sagemaker/
Azure Machine Learning is another option https://azure.microsoft.com/en-us/free/machine-learning/
Google cloud provides AI solution which can also be easily migrated to https://cloud.google.com/products/ai/

SAS2PY Engine

Supported Conversions

SAS2PY automatically converts code written in SAS language to open source Python 3.x based Pandas or Pyspark language with the goal of enabling data scientists to use the modern machine learning and deep learning packages available via Python.

Data Prep / Transformations

Data blocks, Proc blocks, compare, Macros…

Statistics & Machine Learning

Proc means,freq,standard, linear/logistic regression, npar1way, ttest,anova reg…

Model Scoring

Complex expressions, macros, nested if blocks, while loops …

General

%LET Macros
%MACRO … %MEND
SYMPUT / SYMPUTX
SYMGET
SYMEXIST

Data Step

If Then Else
Assignments
Do i to j loop
Do Over loop
Keep, rename, drop, delete
Where
Arrays
Merge
Mathematical functions
Max, min, mean, round, sum …
Other functions
strip, trim, compress, cat…

Proc Step

SQL
Means
Freq
NPAR1WAY
TTEST
ANOVA
Reg (Linear regression)
Logistic (Logistic regression)
Modeclus (Kmeans clustering)
Standardize
SORT
Import
Export
Expand
Transpose
Print and PrintTo
Univariate
Append
Compare
TimeSeries
Similarity

Learn More

Integrates with any platform which has ability to run Python and or PySpark

Strategy of using SAS2PY in AWS

Amazon Web Services

SAS to AWS EMR + SageMaker

SAS2PY can convert the data transformation pieces to PySpark to scale to PB scala data and the Machine Learning piece to Scikit or Tensorflow based Models to be used with SageMaker

Microsoft Azure Platform

SAS to Azure HDInsights + Azure ML

SAS2PY can convert the data transformation pieces to PySpark to scale to PB scala data and the Machine Learning piece to Scikit or Tensorflow based Models to be used with Azure ML

Google Cloud Platform

SAS to Google DataProc + AI Platform

SAS2PY can convert the data transformation pieces to PySpark to scale to PB scala data and the Machine Learning piece to Scikit or Tensorflow based Models to be used with Google AI Platform

Databricks Platform

SAS to Databricks Platform

SAS2PY can convert the data transformation pieces to PySpark and push to Databricks Workspaces automatically

Dataiku Platform

SAS to Dataiku Platform

SAS2PY can convert the data transformation pieces to PySpark and push to Dataiku Platform Recipes automatically

Tiers Of Service

Basic Tier

Convert SAS to Python by taking a SAS script and giving a Python equivalent with test data and documented code.

Premium Tier

In addition to Basic Tier and cloud migration as well as MLOps adoption on AWS, Azure or Google cloud. Also supported are integrations with Databricks , H2O, Auger, Dataiku, DataRobot etc.

Enterprise Tier

In addition to Premium Tier, existing python code/modules are also migrated to cloud and integrated into MLOps. We can also offer industry best practices and help in strategically positioning your AI adoption.

Screenshots

There's much to see here. So, take your time, look around, and learn all there is to know about us. We hope you take a moment to drop us a line.

Integrated UI to create/convert/run Python code and Jupyter notebooks as well as push to other platf

Contact Us

Better yet, get a Demo and a no obligation POC !

We love our customers, so feel free to email us for a demo and a no obligation POC

BlueWhale

3000 Atrium Way, Suite 200, Mount Laurel, New Jersey 08054, United States

+1 (617) 512-9530 sid@bluewhale.one info@bluewhale.one

SAS2PY

SAS2PY

Automated Migration from SAS to Python

Automated Migration from SAS to Python

SAS2PY

SAS2PY Engine

Supported Conversions

Learn More

Strategy of using SAS2PY in AWS

Amazon Web Services

SAS to AWS EMR + SageMaker

Microsoft Azure Platform

SAS to Azure HDInsights + Azure ML

Google Cloud Platform

SAS to Google DataProc + AI Platform

Databricks Platform

SAS to Databricks Platform

Dataiku Platform

SAS to Dataiku Platform

Tiers Of Service

Basic Tier

Premium Tier

Enterprise Tier

Screenshots

Integrated UI to create/convert/run Python code and Jupyter notebooks as well as push to other platf

Data load

Data and Proc steps

Contact Us

Better yet, get a Demo and a no obligation POC !

BlueWhale

Drop us a line!