Table of Contents

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  1. Preface
  2. Transformations
  3. Source transformation
  4. Target transformation
  5. Access Policy transformation
  6. Aggregator transformation
  7. B2B transformation
  8. Chunking transformation
  9. Cleanse transformation
  10. Data Masking transformation
  11. Data Services transformation
  12. Deduplicate transformation
  13. Expression transformation
  14. Filter transformation
  15. Hierarchy Builder transformation
  16. Hierarchy Parser transformation
  17. Hierarchy Processor transformation
  18. Input transformation
  19. Java transformation
  20. Java transformation API reference
  21. Joiner transformation
  22. Labeler transformation
  23. Lookup transformation
  24. Machine Learning transformation
  25. Mapplet transformation
  26. Normalizer transformation
  27. Output transformation
  28. Parse transformation
  29. Python transformation
  30. Rank transformation
  31. Router transformation
  32. Rule Specification transformation
  33. Sequence transformation
  34. Sorter transformation
  35. SQL transformation
  36. Structure Parser transformation
  37. Transaction Control transformation
  38. Union transformation
  39. Vector Embedding transformation
  40. Velocity transformation
  41. Verifier transformation
  42. 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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