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Apache Spark is a framework and distributed processing engine for stateful\ncomputations over unbounded and bounded data streams. Spark has been designed to run in all common cluster environments,\nperform computations at in-memory speed and at any scale.\n\nThe tutorial uses [cUrl](https://ec.haxx.se/) commands throughout, but is also available as\n[Postman documentation](https://www.postman.com/downloads/)\n\n# Start-Up\n\n## NGSI-v2 Smart Supermarket\n\n**NGSI-v2** offers JSON based interoperability used in individual Smart Systems. To run this tutorial with **NGSI-v2**, use the `NGSI-v2` branch.\n\n```console\ngit clone https://github.com/FIWARE/tutorials.Big-Data-Spark.git\ncd tutorials.Big-Data-Spark\ngit checkout NGSI-v2\n\n./services create\n./services start\n```\n\n| [![NGSI v2](https://img.shields.io/badge/NGSI-v2-5dc0cf.svg)](https://fiware-ges.github.io/orion/api/v2/stable/) | :books: [Documentation](https://github.com/FIWARE/tutorials.Big-Data-Spark/tree/NGSI-v2) | \u003cimg src=\"https://cdn.jsdelivr.net/npm/simple-icons@v3/icons/postman.svg\" height=\"15\" width=\"15\"\u003e [Postman Collection](https://fiware.github.io/tutorials.Big-Data-Spark/) |  ![](https://img.shields.io/github/last-commit/fiware/tutorials.Big-Data-Spark/NGSI-v2) \n| --- | --- | --- | --- |\n\n## NGSI-LD Smart Farm\n\n**NGSI-LD** offers JSON-LD based interoperability used for Federations and Data Spaces. To run this tutorial with **NGSI-LD**, use the `NGSI-LD` branch.\n\n```console\ngit clone https://github.com/FIWARE/tutorials.Big-Data-Spark.git\ncd tutorials.Big-Data-Spark\ngit checkout NGSI-LD\n\n./services create\n./services start\n```\n\n| [![NGSI LD](https://img.shields.io/badge/NGSI-LD-d6604d.svg)](https://cim.etsi.org/NGSI-LD/official/front-page.html) | :books: [Documentation](https://github.com/FIWARE/tutorials.Big-Data-Spark/tree/NGSI-LD) | \u003cimg  src=\"https://cdn.jsdelivr.net/npm/simple-icons@v3/icons/postman.svg\" height=\"15\" width=\"15\"\u003e [Postman Collection](https://fiware.github.io/tutorials.Big-Data-Spark/ngsi-ld.html) |  ![](https://img.shields.io/github/last-commit/fiware/tutorials.Big-Data-Spark/NGSI-LD)\n| --- | --- | --- | --- |\n\n---\n\n## License\n\n[MIT](LICENSE) © 2020-2026 FIWARE Foundation e.V.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffiware%2Ftutorials.big-data-spark","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffiware%2Ftutorials.big-data-spark","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffiware%2Ftutorials.big-data-spark/lists"}