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| ## Example YAML Pipelines | |
| A suite of YAML pipeline examples is currently located under the directory | |
| [sdks/python/apache_beam/yaml/examples](../../sdks/python/apache_beam/yaml/examples). | |
| ### [Aggregation](../../sdks/python/apache_beam/yaml/examples/transforms/aggregation) | |
| These examples leverage the built-in `Combine` transform for performing simple | |
| aggregations including sum, mean, count, etc. | |
| ### [Pipelines](../../sdks/python/apache_beam/yaml/examples/transforms/pipelines) | |
| These examples leverage DF or other existing templates and convert them to yaml | |
| pipelines. | |
| ### [Element-wise](../../sdks/python/apache_beam/yaml/examples/transforms/elementwise) | |
| These examples leverage the built-in mapping transforms including `MapToFields`, | |
| `Filter` and `Explode`. | |
| ### [IO](../../sdks/python/apache_beam/yaml/examples/transforms/io) | |
| These examples leverage the built-in IO transforms to read from and write to | |
| various sources and sinks, including Iceberg, Kafka and Spanner. | |
| ### [Jinja](../../sdks/python/apache_beam/yaml/examples/transforms/jinja) | |
| These examples use Jinja [templatization](https://beam.apache.org/documentation/sdks/yaml/#jinja-templatization) | |
| to build off of different contexts and/or with different | |
| configurations. | |
| ### [ML](../../sdks/python/apache_beam/yaml/examples/transforms/ml) | |
| These examples include built-in ML-specific transforms such as `RunInference`, | |
| `MLTransform` and `Enrichment`. |