BYOC cluster management

[Borda]

[0.6.0] - 2022-09-08

Added

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

Changed

• Default values and parameter names for Lightning AI BYOC cluster management ([CLI] change cluster creation cost savings mode default #14132)
• Run the flow only if the state has changed from the previous execution ((app) Run the flow only if the state has updated 1/2 #14076)
• Increased DeepDiff's verbose level to properly handle dict changes ([App] Increased DeepDiff's verbose level to properly handle dict changes #13960)
• Setup: added requirement freeze for the next major version (Setup: add requirement freeze for next major version #14480)

Fixed

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

Contributors

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

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This discussion was created from the release BYOC cluster management.