v1.1.0 - 2023-05-10

This release adds a new initialization parameter to synthesizers called locales that allows users to set the locales to use for all columns that have a locale based sdtype (eg. address or phone_number). Additionally, it adds support for Pandas 2.0!

Multiple enhancements were made to improve the performance of data and metadata validation in synthesizers. The Inequality constraint was improved to be able to generate more scenarios of data concerning the presence of NaNs. Finally, many warnings have been resolved.

New Features

• Add add-on detection for new constraints - Issue #1397 by @frances-h
• Add add-on detection for multi and single table synthesizers - Issue #1385 by @frances-h
• Setting a locale for all my anonymized (PII) columns - Issue #1371 by @frances-h

Bugs Fixed

• Skip checking for Faker function if its a default sdtype - PR #1410 by @pvk-developer
• Inequality constraint does not produce all possibilities of missing values - Issue #1392 by @R-Palazzo
• Deprecated locale warning - Issue #1400 by @frances-h

Maintenance

• Use cached Faker instance to discover if an sdtype is a Faker function. - Issue #1405 by @pvk-developer
• Upgrade to pandas 2.0 - Issue #1366 by @pvk-developer

Internal

• Refactor Multi Table Modeling - Issue #1387 by @pvk-developer
• PytestConfigWarning: Unknown config option: collect_ignore - Issue #1376 by @amontanez24
• Pandas FutureWarning: Could not cast to int64 - Issue #1357 by @R-Palazzo
• RuntimeWarning: invalid value encountered in cast. - Issue #1369 by @amontanez24