4.2.3

What's Changed

• chore: refine rich output #262

Full Changelog: 4.2.2...4.2.3

4.2.2

What's Changed

🚀 Features

• report compute resources on local server startup #259
• show training progress as rich table #214

Full Changelog: 4.2.1...4.2.2

4.2.1

What's Changed

🐛 Fixes

• updated UDS path to avoid AF_UNIX path too long error #246
• fixed issue with seed for language-only setups #245
• fixed conversion of Spark DF in GeneratorConfig to base64 string #247
• simplified rebalancing column validation in synthetic table config #249
• fixed execution plan of probe tasks #255

📦 Uncategorized

• Update README.md #254

Full Changelog: 4.2.0...4.2.1

4.2.0

What's Changed

🚀 Features

• support new non-TEXT encoding types for LANGAUGE models #233

🐛 Fixes

• support Spark DF from a Spark Connect session #242

Full Changelog: 4.1.7...4.2.0

4.1.7

What's Changed

🚀 Features

• handle Spark DF (also in serverless mode)
• support seed or size argument in combination with config #234

🐛 Fixes

• avoid redundant df to base64 conversion #232

📦 Uncategorized

• change definition of ExecutionPlan / Task #192

Full Changelog: 4.1.3...4.1.7

4.1.3

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: 4.1.1...4.1.3

4.1.1

What's Changed

• feat: implement local mode with Unix domain socket in #189
• fix: reduce job_wait refresh rate for rich progress bars in #190
• build: add networkx dependency in #194
• build: introduce Codespaces support in #148
• docs: add LLM tutorial

Full Changelog: 4.1.0...4.1.1

4.1.0

What's changed

• build: minor version bump matching mostlyai platform (4.1.0)
• build: upgrade mostlyai-engine to 1.0.4 (support for older GPUs, eg Google Colab's T4)
• build: upgrade mostlyai-qa to 1.5.3 (fixing plotting issues)
• feat: add validation to SyntheticTableConfig against SourceTable
• docs: sync to latest public API
• fix: improve error handling for AZURE_STORAGE connector

4.0.6

What's Changed

• fix: fix redundant warnings during .list() and .clone() #172
• fix: refine before validators in domain #175
• fix: warn extra fields can accept any type #174
• feat: add validation for synthetic dataset/probe configs #160
• feat: use validate_against_generator in create_synthetic_dataset #171
• build: prune unnecessary dependencies #170
• docs: drop unnecessary included field from column configs within tutorials #169
• docs: added CONTRIBUTING.md with dev setup instructions #173

Full Changelog: 4.0.5...4.0.6

4.0.5

What's Changed

• feat: add warning when users pass unrecognized fields
• fix: suppress deprecation warnings for client
• fix: fix probe/generate for GeneratorListItems
• style: reduce log level for default passphrase being in use to INFO
• docs: added quick start notebook + usage example for connectors
• docs: add differential privacy tutorial

Full Changelog: 4.0.4...4.0.5