Lightning-AI/pytorch-lightning app/0.6.0

BYOC cluster management

on GitHub

[0.6.0] - 2022-09-08

Added

• Introduce lightning connect (#14452)
• Adds PanelFrontend to easily create complex UI in Python (#13531)
• Add support for Lightning App Commands through the configure_commands hook on LightningFlow and ClientCommand (#13602)
• Add support for Lightning AI BYOC cluster management (#13835)
• Add support to see Lightning AI BYOC cluster logs (#14334)
• Add support to run Lightning apps on Lightning AI BYOC clusters (#13894)
• Add support for listing Lightning AI apps (#13987)
• Adds LightningTrainingComponent. LightningTrainingComponent orchestrates multi-node training in the cloud (#13830)
• Add support for printing application logs using CLI lightning show logs <app_name> [components] (#13634)
• Add support for Lightning API through the configure_api hook on the LightningFlow and the Post, Get, Delete, Put with HttpMethods (#13945)
• Added a warning when configure_layout returns URLs configured with HTTP instead of HTTPS (#14233)
• Add --app_args support from the CLI (#13625)

Changed

• Default values and parameter names for Lightning AI BYOC cluster management (#14132)
• Run the flow only if the state has changed from the previous execution (#14076)
• Increased DeepDiff's verbose level to properly handle dict changes (#13960)
• Setup: added requirement freeze for the next major version (#14480)

Fixed

• Unification of app template: moved app.py to root dir for lightning init app <app_name> template (#13853)
• Fixed an issue with lightning --version command (#14433)
• Fixed imports of collections.abc for py3.10 (#14345)

Contributors

@adam-lightning, @awaelchli, @Borda, @dmitsf, @manskx, @MarcSkovMadsen, @nicolai86, @tchaton

If we forgot someone due to not matching commit email with GitHub account, let us know :]