Mostlyai

What's Changed

🚀 Features

- report compute resources on local server startup [259](https://github.com/mostly-ai/mostlyai/pull/259)
- show training progress as rich table [214](https://github.com/mostly-ai/mostlyai/pull/214)



**Full Changelog**: [4.2.1...4.2.2](https://github.com/mostly-ai/mostlyai/compare/4.2.1...4.2.2)

What's Changed

🐛 Fixes

- updated UDS path to avoid AF_UNIX path too long error [246](https://github.com/mostly-ai/mostlyai/pull/246)
- fixed issue with seed for language-only setups [245](https://github.com/mostly-ai/mostlyai/pull/245)
- fixed conversion of Spark DF in GeneratorConfig to base64 string [247](https://github.com/mostly-ai/mostlyai/pull/247)
- simplified rebalancing column validation in synthetic table config [249](https://github.com/mostly-ai/mostlyai/pull/249)
- fixed execution plan of probe tasks [255](https://github.com/mostly-ai/mostlyai/pull/255)

📦 Uncategorized

- Update README.md [254](https://github.com/mostly-ai/mostlyai/pull/254)

**Full Changelog**: [4.2.0...4.2.1](https://github.com/mostly-ai/mostlyai/compare/4.2.0...4.2.1)

What's Changed

🚀 Features

- support new non-TEXT encoding types for LANGAUGE models [233](https://github.com/mostly-ai/mostlyai/pull/233)

🐛 Fixes

- support Spark DF from a Spark Connect session [242](https://github.com/mostly-ai/mostlyai/pull/242)



**Full Changelog**: [4.1.7...4.2.0](https://github.com/mostly-ai/mostlyai/compare/4.1.7...4.2.0)

What's Changed

🚀 Features

- handle Spark DF (also in serverless mode)
- support seed or size argument in combination with config [234](https://github.com/mostly-ai/mostlyai/pull/234)

🐛 Fixes

- avoid redundant df to base64 conversion [232](https://github.com/mostly-ai/mostlyai/pull/232)

📦 Uncategorized

- change definition of `ExecutionPlan` / `Task` [192](https://github.com/mostly-ai/mostlyai/pull/192)


**Full Changelog**: [4.1.3...4.1.7](https://github.com/mostly-ai/mostlyai/compare/4.1.3...4.1.7)

What's Changed

* feat: fix model configurations instead of raising exception
* feat: consider only included columns on SourceTableConfig
* feat: add g.training.logs() and sd.generation.logs() for downloading log files
* feat: add display option to .reports()
* build: add `ipykernel` to `dev` deps and `ipywidgets` to general deps
* chore: sync with latest Public API (limit column and table names to 256 chars)
* chore: use same python executable for CLI calls
* docs: prune deprecated local_port arg from docs
* docs: refine pip instructions for tutorials
* docs: add star schema correlations tutorial

**Full Changelog**: https://github.com/mostly-ai/mostlyai/compare/4.1.1...4.1.3

What's Changed

* feat: implement local mode with Unix domain socket in https://github.com/mostly-ai/mostlyai/pull/189
* fix: reduce job_wait refresh rate for rich progress bars in https://github.com/mostly-ai/mostlyai/pull/190
* build: add networkx dependency in https://github.com/mostly-ai/mostlyai/pull/194
* build: introduce Codespaces support in https://github.com/mostly-ai/mostlyai/pull/148
* docs: add LLM tutorial

**Full Changelog**: https://github.com/mostly-ai/mostlyai/compare/4.1.0...4.1.1