Table of Contents

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  1. Preface
  2. Transformations
  3. Source transformation
  4. Target transformation
  5. Access Policy transformation
  6. B2B transformation
  7. Aggregator transformation
  8. Cleanse transformation
  9. Data Masking transformation
  10. Data Services transformation
  11. Deduplicate transformation
  12. Expression transformation
  13. Filter transformation
  14. Hierarchy Builder transformation
  15. Hierarchy Parser transformation
  16. Hierarchy Processor transformation
  17. Input transformation
  18. Java transformation
  19. Java transformation API reference
  20. Joiner transformation
  21. Labeler transformation
  22. Lookup transformation
  23. Machine Learning transformation
  24. Mapplet transformation
  25. Normalizer transformation
  26. Output transformation
  27. Parse transformation
  28. Python transformation
  29. Rank transformation
  30. Router transformation
  31. Rule Specification transformation
  32. Sequence Generator transformation
  33. Sorter transformation
  34. SQL transformation
  35. Structure Parser transformation
  36. Transaction Control transformation
  37. Union transformation
  38. Velocity transformation
  39. Verifier transformation
  40. Web Services transformation

Transformations

Transformations

Data type conversion

Data type conversion

A Python transformation converts transformation data types to Python data types based on the Python transformation field type.
When a Python transformation reads input rows, it converts incoming field data types to Python data types. When a Python transformation writes output rows, it converts Python data types to output field data types.
For example, the following processing occurs for an input field with the double data type:
  1. The Python transformation converts the double data type in the incoming field to the Python float data type.
  2. The Python transformation uses the value in the incoming field as the value for the Python float data type.
  3. When the transformation generates the output row, it converts the Python float data type to the double data type.
The following table shows how the Python transformation maps transformation data types to Python data types:
Transformation data type
Python data type
Integer
Int
Decimal
Float
Double
Float
Timestamp
Datetime
String
Str
text
Text

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