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Flyte

Organization that hosts the Flyte Project with all of the core components. Flyte is an LF AI & Data Graduated Project
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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.

5️⃣ Reasons to Use Flyte

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

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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 3.2k 333

  2. flytekit Public

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

    Python 127 144

  3. flytesnacks Public

    Flyte Documentation 📖

    Jupyter Notebook 55 74

Repositories

  • flytekit Public

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

    Python 127 Apache-2.0 144 0 50 Updated Apr 13, 2023
  • flyteorg.github.io Public

    flyte.org home 🏡

    HTML 1 7 0 4 Updated Apr 12, 2023
  • 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 3,248 Apache-2.0 333 686 (7 issues need help) 44 Updated Apr 12, 2023
  • flytekit-python-template Public template

    CookieCutter template for getting started with Flyte python projects

    Python 7 10 1 5 Updated Apr 12, 2023
  • flyteconsole Public

    The user interface for Flyte

    TypeScript 26 Apache-2.0 30 0 17 Updated Apr 12, 2023
  • 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 35 Apache-2.0 49 0 39 Updated Apr 12, 2023
  • flyteplugins Public

    Flyte Backend Plugins contributed by the Flyte community.

    Go 24 Apache-2.0 45 0 34 Updated Apr 12, 2023
  • flytecopilot Public

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

    Go 8 Apache-2.0 7 0 17 Updated Apr 12, 2023
  • 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 42 Apache-2.0 52 0 31 Updated Apr 12, 2023
  • datacatalog Public

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

    Go 53 Apache-2.0 20 0 20 Updated Apr 12, 2023
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