Data Manipulation Examples

1. Filter Twitter in Real Time Using v2 API Twitter2 Streaming data Filter
2. Find The Minimum Maximum Average Sum Count Stats Transform CSV Conversion Aggregate STDOUT
3. Get a Query Param from a Url Transform Assign Field
4. Handle Filtered Records Transform Fixed Width Filter Calculated Field Assign Field
5. Handle Transforming Reader Failures Exceptions XML Transform Rename Field Filter
6. Handle Transforming Writer Failures Exceptions Transform Conversion Fixed Width Filter Calculated Field
7. Handle Validation Failures XML Validate Filter
8. Log Job Progress Job management STDOUT
9. Lookup Data in a Database Lookup Transform JDBC
10. Lookup Data in any Data Reader Lookup Transform