GCP Cloud DataPrep
Cleanse Task
Discovery Task
Enrichment Task
Import Task
Project Management Task
Publishing Task
Structring Task
Validation Task
Apply Conditional Transformations
Def : In your recipe steps, you can apply conditional logic to determine if transformational changes should occur.
Properties
Single- and multi-case transformations
Change Column Data Type
DEF : While transforming your data, you may need to change the data type of one or more columns.
Compare Values
Def : Depending on the data type, you can compare values in separate columns or single columns against fixed values.
Replace Cell Values
Def : You can search and replace for specific values in a column.
Copy and Paste Columns
Def : You can cut, copy, and paste columns or column values in your dataset through the Column Browser panel or the column menus in the data grid.
Deduplicate Data
By Extract
Format Dates
Manage String Lengths
Modify String Values
Normalize Numeric Values
Prepare Data for Machine Processing
Remove Data
Rename Columns
Replace Groups of Values
Standardize Using Patterns