lightning.app.components

Built-in Components

DatabaseClient
Database	The Database Component enables to interact with an SQLite database to store some structured information about your application.
PopenPythonScript	The PopenPythonScript component enables to easily run a python script within a subprocess.
TracerPythonScript	The TracerPythonScript class enables to easily run a python script.
LightningTrainerScript	This component enables performing distributed multi-node multi-device training.
ServeGradio	The ServeGradio Class enables to quickly create a gradio based UI for your LightningApp.
ModelInferenceAPI	The ModelInferenceAPI Class enables to easily get your model served.
PythonServer	The PythonServer Class enables to easily get your machine learning server up and running.
ServeStreamlit	The ServeStreamlit work allows you to use streamlit from a work.
MultiNode	This component enables performing distributed multi-node multi-device training.
FabricMultiNode	This component enables performing distributed multi-node multi-device training.
PyTorchSpawnMultiNode	This component enables performing distributed multi-node multi-device training.
LightningTrainerMultiNode	This component enables performing distributed multi-node multi-device training.
AutoScaler	The AutoScaler can be used to automatically change the number of replicas of the given server in response to changes in the number of incoming requests.
ColdStartProxy	ColdStartProxy allows users to configure the load balancer to use a proxy service while the work is cold starting.