Flyte

Flyte

Union.ai
+
+

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About

Open-source tools for Kubernetes to run workflows, manage clusters and do GitOps right. Kubernetes-native workflow engine supporting DAG and step-based workflows. Declarative continuous delivery with a fully-loaded UI. Advanced Kubernetes deployment strategies such as Canary and Blue-Green made easy. Argo Workflows is an open-source container-native workflow engine for orchestrating parallel jobs on Kubernetes. Argo Workflows is implemented as a Kubernetes CRD. Model multi-step workflows as a sequence of tasks or capture the dependencies between tasks using a graph (DAG). Easily run compute-intensive jobs for machine learning or data processing in a fraction of the time using Argo Workflows on Kubernetes. Run CI/CD pipelines natively on Kubernetes without configuring complex software development products. Designed from the ground up for containers without the overhead and limitations of legacy VM and server-based environments.

About

The workflow automation platform for complex, mission-critical data and ML processes at scale. Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing. Flyte is used in production at Lyft, Spotify, Freenome, and others. At Lyft, Flyte has been serving production model training and data processing for over four years, becoming the de-facto platform for teams like pricing, locations, ETA, mapping, autonomous, and more. In fact, Flyte manages over 10,000 unique workflows at Lyft, totaling over 1,000,000 executions every month, 20 million tasks, and 40 million containers. Flyte has been battle-tested at Lyft, Spotify, Freenome, and others. It is entirely open-source with an Apache 2.0 license under the Linux Foundation with a cross-industry overseeing committee. Configuring machine learning and data workflows can get complex and error-prone with YAML.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and enterprises in search of a solution to run workflows and manage clusters

Audience

Developers in need of a workflow automation platform to create concurrent, scalable, and maintainable workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Argo
United States
argoproj.github.io

Company Information

Union.ai
Founded: 2020
United States
flyte.org

Alternatives

Alternatives

Metaflow

Metaflow

Netflix
Argo CD

Argo CD

Applatix
Ray

Ray

Anyscale
CodeNOW

CodeNOW

Stratox Cloud Native

Categories

Categories

Integrations

Kubernetes
AWS Batch
Akuity
Apache Hive
CloudKnit
Databricks
Dolt
DuckDB
Feast
Google Cloud BigQuery
Google Cloud Platform
Hugging Face
Kubeflow
ONNX
Polars
Ray
SQLAlchemy
Snowflake
dbt
pandas

Integrations

Kubernetes
AWS Batch
Akuity
Apache Hive
CloudKnit
Databricks
Dolt
DuckDB
Feast
Google Cloud BigQuery
Google Cloud Platform
Hugging Face
Kubeflow
ONNX
Polars
Ray
SQLAlchemy
Snowflake
dbt
pandas
Claim Argo and update features and information
Claim Argo and update features and information
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