Flyte is an open source, K8s-native extensible orchestration engine that manages the core machine learning pipelines at Lyft: ETAs, pricing, incentives, mapping, vision, and more.
Home: https://flyte.org
Docs: https://lyft.github.io/flyte
Slack: https://flyte-org.slack.com
Twitter: https://twitter.com/flyteorg
Repo | Language | Purpose |
---|---|---|
flyte | RST | home, documentation, issues |
flyteidl | Protobuf | interface definitions |
flytepropeller | Go | execution engine |
flyteadmin | Go | control plane |
flytekit | Python | python SDK and tools |
flyteconsole | Typescript | admin console |
datacatalog | Go | manage input & output artifacts |
flyteplugins | Go | flyte plugins |
flytestdlib | Go | standard library |
flytesnacks | Python | examples, tips, and tricks |
Repo | Language | Purpose |
---|---|---|
Spark | Go | Apache Spark batch |
Flink | Go | Apache Flink streaming |