v0.11.0

v0.11.0 - 2025-10-31

New Features

• Add a DatasetExplorer class that provides a summary of all datasets in a bucket (for a given modality) - Issue #469 by @pvk-developer
• Update SDGym to use the new S3 bucket and bucket structure - Issue #468 by @pvk-developer
• Update Pareto plot data generation to use the Adjusted Time and Quality score - Issue #462 by @R-Palazzo
• The ResultsExplorer should allow programmatic access to all the saved artifacts from benchmarking - Issue #450 by @R-Palazzo
• When performing multiple SDGym runs on the same day, save the artifacts with consistent naming - Issue #448 by @R-Palazzo
• To simulate graceful degradation, fallback to using the results from the UniformSynthesizer - Issue #439 by @rwedge
• Pip install sdgym released version on ec2 machines - Issue #437 by @pvk-developer
• Add a Fallback to UniformSynthesizer when an error occur and improve the time tracker of the synthetic data generation - Issue #436 by @R-Palazzo
• Make the synthesizer names consistent throughout SDGym - Issue #430 by @R-Palazzo
• Simplify the import API for SDGym's results explorer - Issue #429 by @R-Palazzo
• Add workflow to run SDGym monthly and publish results - Issue #425 by @R-Palazzo
• Add benchmark_single_table_aws function - Issue #414 by @R-Palazzo
• Add summarize function to SDGymResultsExplorer class - Issue #412 by @R-Palazzo
• Add SDGymResultsExplorer class - Issue #411 by @R-Palazzo
• Add ability to save synthesizers and data when running benchmark_single_table - Issue #410 by @R-Palazzo
• Update REalTabFormer default parameters so that it runs on benchmarking - Issue #400 by @fealho
• Add DCRBaseline Metric to single table report - Issue #397 by @gsheni

Bugs Fixed

• Update link to s3 results in the Slack Alert message - Issue #464 by @R-Palazzo
• EC2 instance not terminating after timeout - Issue #463 by @R-Palazzo
• Adjusted time and quality score not aggregating correctly on EC2 - Issue #461 by @R-Palazzo
• Update warning message for deprecated parameters - Issue #455 by @R-Palazzo
• The UniformSynthesizer produces multiple UserWarning messages when run on a demo dataset - Issue #449 by @R-Palazzo
• Always include UniformSynthesizer doesn't work on AWS - Issue #446 by @R-Palazzo
• Fix minimum test version due to RealTabFormer and Torch releases - Issue #434 by @R-Palazzo
• Add modality parameter to get_available_datasets function - Issue #403 by @gsheni
• Update the EC2 instance used when run_on_ec2 is enabled - Issue #396 by @R-Palazzo
• All bump-version commands are failing - Issue #391 by @amontanez24

Internal

• To simulate graceful degradation, always run the UniformSynthesizer on all the requested datasets - Issue #438 by @rwedge

Maintenance

• Remove support for Python 3.8 - Issue #457 by @fealho
• Check pyproject for release candidate dependencies - Issue #406 by @rwedge
• Update the library installation script for EC2 machines to install optional dependencies like RealTabFormer - Issue #388 by @R-Palazzo
• Speed up test_benchmark_single_table_realtabformer_no_metrics integration test - Issue #379 by @fealho
• Update python set up step in workflows to use latest python version - Issue #361 by @frances-h
• Support Python 3.13 - Issue #355 by @rwedge

Miscellaneous

• Add workflow to release SDGym on PyPI - Issue #418 by @gsheni