FlyteKit Plugins
This is a list of all plugins that are available in FlyteKit.
Plugin | Description |
---|---|
Apache Airflow | This package holds the Airflow plugins for flytekit |
Async FSSpec | This package holds the data persistence plugins for flytekit |
AWS Athena | This package holds the Athena plugins for flytekit |
AWS Batch | This package holds the AWS Batch plugins for flytekit |
AWS SageMaker | Flytekit AWS SageMaker Plugin |
Bigquery | This package holds the Bigquery plugins for flytekit |
Comet ML | This package enables seamless use of Comet within Flyte |
Dask | Dask plugin for flytekit |
FSSpec | This is a deprecated plugin as of flytekit 1.5 |
DBT | DBT Plugin for Flytekit |
Deck | This Plugin provides more renderers to improve task visibility |
Dolt | Dolt plugin for flytekit |
DuckDB | DuckDB Plugin for Flytekit |
Envd | This package enables users to easily build a Docker image for tasks or workflows. |
Flyte Interactive | This package holds the flyteinteractive plugins for flytekit |
Great Expectations | Great Expectations Plugin for Flytekit |
Hive | This package holds Hive plugins for flytekit |
Hugging Face | Hugging Face plugin for flytekit |
Google IAP | External command plugin to generate ID tokens for GCP Identity Aware Proxy |
Inference | This package enables seamless use of model inference sidecar services within Flyte |
Kubernetes Pod | Flytekit plugin to support K8s Pod tasks |
Kubeflow MPI | K8s based MPI plugin for flytekit |
Kubeflow PyTorch | K8s based Pytorch plugin for Flytekit |
Kubeflow TensorFlow | K8s based Tensorflow plugin for flytekit |
Memray Profiling | This package enables memory profiling for tasks with memray |
MLflow | This package enables seamless use of MLFlow within Flyte |
Memory Machine Cloud | MemVerge Flyte plugin |
Modin | Modin plugin for flytekit |
Neptune | This package enables seamless use of Neptune within Flyte |
OmegaConf | OmegaConf plugin for Flytekit |
ONNX PyTorch | ONNX PyTorch Plugin for Flytekit |
ONNX ScikitLearn | ONNX ScikitLearn Plugin for Flytekit |
ONNX TensorFlow | ONNX TensorFlow Plugin for Flytekit |
OpenAI | This package holds the openai plugins for flytekit |
Optuna (wrapper) | Optuna plugin for flytekit |
Pandera | Pandera plugin for flytekit |
Papermill | This is the flytekit papermill plugin |
Perian Job Platform | Flyte agent for Perian Job Platform (perian.io) |
Polars | Polars plugin for flytekit |
Ray | This package holds the Ray plugins for flytekit |
Slurm | This package holds the Slurm plugins for flytekit |
Snowflake | This package holds the Snowflake plugins for flytekit |
Spark | Spark 3 plugin for flytekit |
SQLAlchemy | SQLAlchemy plugin for flytekit |
Vaex | Vaex plugin for flytekit |
Weights & Biases | This package enables seamless use of Weights & Biases within Flyte |
whylogs | Enable the use of whylogs profiles to be used in flyte tasks to get aggregate statistics about data. |