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Flyte

Organization that hosts the Flyte Project with all of the core components. Flyte is an LF AI & Data Incubating project
README.md

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Flyte is a workflow automation platform for complex, mission-critical data and ML processes at scale

We at Flyte are constantly striving to make MLOps better by providing off-the-shelf orchestration mechanisms to automate the way you build pipelines. Ours is a Kubernetes-native and type-safe platform—which we are super proud of!

5️⃣ Reasons to Use Flyte

  • Kubernetes-Native Workflow Automation Platform
  • Ergonomic SDK's in Python, Java & Scala
  • Versioned & Auditable
  • Reproducible Pipelines
  • Strong Data Typing

Explore our GitHub repos and give us a star ⭐️ here if you like what you see 👀. Our getting started guide should further intrigue you 🧐.

Pinned

  1. flyte Public

    Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

    Python 1.7k 151

  2. flytekit Public

    Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

    Python 60 57

  3. flytesnacks Public

    Flyte User-Guides and Tutorials - https://flytecookbook.readthedocs.io

    Jupyter Notebook 32 38

Repositories

  • flyte Public

    Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

    Python 1,709 Apache-2.0 151 335 (7 issues need help) 25 Updated Oct 14, 2021
  • flyteconsole Public

    The user interface for Flyte

    TypeScript 15 Apache-2.0 17 0 10 Updated Oct 14, 2021
  • flytecopilot Public

    The Flyte data-sidecar that helps move the input and output data intelligently between containers

    Go 5 Apache-2.0 4 0 2 Updated Oct 14, 2021
  • datacatalog Public

    Data Catalog is a service for indexing parameterized, strongly-typed data artifacts across revisions. It also powers Flytes memoization system

    Go 43 Apache-2.0 13 0 6 Updated Oct 14, 2021
  • flytepropeller Public

    FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface

    Go 31 Apache-2.0 23 0 17 Updated Oct 14, 2021
  • flyteplugins Public

    Flyte Backend Plugins contributed by the Flyte community.

    Go 16 Apache-2.0 19 0 15 Updated Oct 14, 2021
  • flyteadmin Public

    Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.

    Go 25 Apache-2.0 21 0 13 Updated Oct 14, 2021
  • flyteidl Public

    Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/

    JavaScript 19 Apache-2.0 30 0 8 Updated Oct 14, 2021
  • flytestdlib Public

    A apache commons style library in Golang, use by the Flyte project. Contains utilities for metrics, pflags, config management, storage abstraction, caching etc

    Go 48 Apache-2.0 12 0 3 Updated Oct 14, 2021
  • flytesnacks Public

    Flyte User-Guides and Tutorials - https://flytecookbook.readthedocs.io

    Jupyter Notebook 32 Apache-2.0 38 0 22 Updated Oct 13, 2021
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