Apply Transformation
Clean, reshape, filter, and prepare your data using predefined transformation operations.
The Apply Transformation node applies a predefined operation to a data blob. Use it to clean, filter, reshape, or prepare your data before feeding it into a model or exporting it.
Transformations are organized into categories and subcategories. Once you select a transformation, the configuration panel loads the specific settings for that operation dynamically.
Configuration
The node uses a cascading selection:
- Transformation Category - The broad type of operation (e.g. cleaning, filtering, reshaping)
- Transformation Subcategory - A more specific operation type within the category
- Transformation - The exact transformation to apply
- Transformation Configuration - Settings specific to the selected transformation, loaded dynamically
Inputs & Outputs
| Name | Description | |
|---|---|---|
| Input | blob | The data blob to transform (required) |
| Output | output_blob | The transformed data blob |
Tips
- Chain multiple Apply Transformation nodes in sequence to build multi-step data preparation pipelines
- Use a Preview Output node after each transformation to inspect results step by step
- For logic that no predefined transformation covers, use a Custom Code node instead