GitHub user ParagEkbote created a discussion: Orchestrating Hugging Face 
Datasets with Apache Airflow

I've worked on a contribution which integrates Hugging Face Datasets with 
Apache Airflow through a dedicated provider, bringing dataset operations into 
Airflow's orchestration model.

The provider ships with:

- **Dataset operators:** `LoadDatasetOperator`, `MapDatasetOperator`, 
`StreamDatasetOperator`, and `PushToHubOperator`.
- **Hugging Face connection and hook:** Centralized authentication and access 
to Hub APIs.
- **Artifact management:** Durable dataset artifacts with metadata manifests 
exchanged through XCom.
- **Object storage integration:** Support for local and remote storage backends 
through Airflow's `ObjectStoragePath`.
- **OpenLineage integration:** Dataset lineage and provenance tracking for 
Hugging Face repositories.

The integration is designed around familiar Airflow abstractions while 
retaining the underlying Hugging Face Datasets workflows.

A big thank you to [Quentin Lhoest](https://github.com/lhoestq) for his 
technical stewardship and guidance, [Kaxil Naik](https://github.com/kaxil) for 
sponsoring and championing the integration and the wider Apache Airflow 
community for their support throughout the process.

**Read the article:** [Load, Transform & Publish at Scale: Introducing the 
Hugging Face Provider for Apache 
Airflow](https://huggingface.co/blog/AINovice2005/airflow-hf-provider)

GitHub link: https://github.com/apache/airflow/discussions/77028

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