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Classes and Components
Brian Wylie edited this page Mar 28, 2023
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The SageWorks Classes are organized to work in concert with AWS Services. This page gives more details on the current classes and class hierarchies.
![Screenshot 2023-03-10 at 8 03 29 PM](https://user-images.githubusercontent.com/4806709/228120651-b409d3cd-10df-4aef-b1a5-692791fc035c.png)
SageWorks classes encapsulate, organize, and manage sets of AWS Services.
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Artifacts
- DataLoader
- DataSource
- FeatureSet
- Model
- Endpoint
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Transforms
- DataSource to DataSource
- Heavy
- AWS Glue Jobs
- AWS EMR Serverless
- Light
- Local/Laptop
- Lambdas
- StepFunctions
- Heavy
- DataSource to FeatureSet
- Heavy/Light (see above breakout)
- FeatureSet to FeatureSet
- Heavy/Light (see above breakout)
- FeatureSet to Model
- Model to Endpoint
- DataSource to DataSource