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Data Pipelines

Automate data ingestion, transformation, and delivery.

Pipeline Definition

from oneml.pipeline import Pipeline

pipeline = Pipeline([
  Ingest("s3://bucket/raw"),
  Transform(normalize, augment),
  Validate(schema),
  Export("s3://bucket/processed")
])
pipeline.run(schedule="daily")