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Transformers

Transformers are middleware for validating, enriching, and redacting events in the walkerOS pipeline.

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Use cases

Use CaseExample
ValidateEnsure events match JSON Schema contracts
EnrichAdd server-side data (user segments, geo)
RedactRemove PII before sending to destinations

Execution points

Transformers run in chains at two points in the pipeline:

Source → [Pre-Collector] → Collector → [Post-Collector] → Destination
  • Pre-collector: After sources, before event enrichment
  • Post-collector: After enrichment, before destinations

Available transformers

Validator

Validates events using JSON Schema:

  • Format validation (WalkerOS.Event structure)
  • Contract validation (entity/action business rules)
  • Configurable logging for validation results

Learn more →

Next steps

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