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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 2.4k 226

  2. flytekit Public

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

    Python 85 82

  3. flytesnacks Public

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

    Jupyter Notebook 42 44

Repositories

  • 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/

    Go 23 Apache-2.0 38 0 18 Updated Jun 1, 2022
  • flytekit Public

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

    Python 85 Apache-2.0 82 0 26 Updated Jun 1, 2022
  • 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 39 Apache-2.0 34 0 17 Updated Jun 1, 2022
  • 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 31 Apache-2.0 30 0 14 Updated Jun 1, 2022
  • datacatalog Public

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

    Go 46 Apache-2.0 19 0 2 Updated Jun 1, 2022
  • boilerplate Public

    A repository of boilerplate code

    Shell 9 Apache-2.0 9 0 1 Updated Jun 1, 2022
  • 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 2,363 Apache-2.0 226 384 (3 issues need help) 20 Updated Jun 1, 2022
  • flyteplugins Public

    Flyte Backend Plugins contributed by the Flyte community.

    Go 18 Apache-2.0 27 0 11 Updated Jun 1, 2022
  • 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 56 Apache-2.0 19 0 5 Updated Jun 1, 2022
  • flyteconsole Public

    The user interface for Flyte

    TypeScript 20 Apache-2.0 24 40 (1 issue needs help) 1 Updated May 31, 2022
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