{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/ef508a7200bf45748c5288eb520dc464\" frameborder=\"0\" width=\"1280\" height=\"960\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":960,"width":1280,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":960,"thumbnail_width":1280,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/ef508a7200bf45748c5288eb520dc464-3977100948d061a0.gif","duration":291.6638,"title":"Writing and Updating Arraylake data via Python and Xarray","description":"In this video, I explain how to ingest ECMWF-IFS forecast data into a Ray Lake using X-Ray. I walk through the process of downloading Grib files, setting metadata, and combining them into a single X-Ray dataset. Once the data is opened in X-Ray, it's straightforward to store it in the array lake, and I demonstrate how to append new data seamlessly. I encourage you to check out the documentation for full details and to follow along with the code examples provided. This workflow is designed to make your data analysis faster and more efficient, ready for analytics and machine learning applications."}