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Call out enrichment in side input patterns (#31578)
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damccorm committed Jun 13, 2024
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The samples on this page show you common Beam side input patterns. A side input is an additional input that your `DoFn` can access each time it processes an element in the input `PCollection`. For more information, see the [programming guide section on side inputs](/documentation/programming-guide/#side-inputs).

If you are trying to enrich your data by doing a key-value lookup to a remote service, you may first want to consider the [Enrichment transform](https://beam.apache.org/documentation/transforms/python/elementwise/enrichment/) which can abstract away some of the details of side inputs and provide additional benefits like client-side throttling.

{{< language-switcher java py >}}

## Slowly updating global window side inputs
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