Overview
Flyte is an open-source, cloud-native platform that manages data, analytics and ML workflows with automatic lineage, caching and reproducibility.
Key Capabilities
- Python and Java SDKs with type-checked tasks
- Declarative DAG execution on Kubernetes
- Automatic data versioning & lineage tracking
- Task-level caching and memoization
- Plugins for Spark, Ray, Hive, BigQuery, Sagemaker, etc.