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Flyte - User guide | Union. ai Docs Flyte is a free and open source platform that provides a full suite of powerful features for orchestrating AI workflows Flyte empowers AI development teams to rapidly ship high-quality code to production by offering optimized performance, unparalleled resource efficiency, and a delightful workflow authoring experience
ImageSpec — Flyte ImageSpec allows you to customize the container image for your Flyte tasks without a Dockerfile ImageSpec speeds up the build process by allowing you to reuse previously downloaded packages from the PyPI and APT caches
Flyte for Machine Learning • House all your ML orchestration needs Flyte lets you serialize your models and store them on cloud so you can associate them with different versions of your runs Track the lineage of all your ML experiments and those of your team members, and rerun them as needed for reproducibility
Flytekit SDK | Union. ai Docs Flytekit SDK These are the Flytekit SDK API docs Flytekit is the core Python SDK for the Union and Flyte platforms Developing on Flyte For developing on the Flyte platform you need to add the flytekit package to your project:
Running and scheduling workflows — Flyte Flyte supports the development and debugging of tasks and workflows in a local setting, which increases the iteration speed of building out your data- or machine-learning-driven applications
Flytectl: The Official Flyte Command-line Interface — Flyte Flytectl: The Official Flyte Command-line Interface # Overview # This video will take you on a tour of Flytectl - how to install and configure it, as well as how to use the Verbs and Nouns sections on the left hand side menu Detailed information can be found in the sections below the video
Mitigate the trade-off between scalability and ease of use - Flyte Flyte lets you write code in any language using raw containers, or choose Python, Java, Scala or JavaScript SDKs to develop your Flyte workflows You can use the languages you are most comfortable with, making it easier to design and manage your workflows
Welcome to Flyte! — Flyte Flyte is an open-source, Kubernetes-native workflow orchestrator implemented in Go It enables highly concurrent, scalable and reproducible workflows for data processing, machine learning and analytics Flyte provides first-class support for Python and has a community-driven Java and Scala SDK
Tasks, workflows and launch plans — Flyte In “Getting started with workflow development”, we got a basic sense of how Flyte works by creating and running a workflow made up of a few tasks In this guide, you’ll learn more about how tasks and workflows fit into the Flyte programming model