Sdv

New Features

* Allow re-writes to metadata JSON files - Issue [2392](https://github.com/sdv-dev/SDV/issues/2392) by lajohn4747

Bugs Fixed

* GaussianCopula is not reporting the correct distribution name in the case of a fallback - Issue [2394](https://github.com/sdv-dev/SDV/issues/2394) by fealho

Internal

* Only Notify Slack on dtype Support Additions or Removals - Issue [2406](https://github.com/sdv-dev/SDV/issues/2406) by pvk-developer

Maintenance

* Support Python 3.13 - Issue [2270](https://github.com/sdv-dev/SDV/issues/2270) by rwedge

New Features

* When detecting metadata from dataframes, allow me the option to turn on/off sdtype and relationship detection - Issue [2341](https://github.com/sdv-dev/SDV/issues/2341) by fealho
* Surface more detailed error info when detecting metadata from dataframes - Issue [2327](https://github.com/sdv-dev/SDV/issues/2327) by R-Palazzo

Bugs Fixed

* Conditional sampling error when using a datetime column as a context column with PAR Synthesizer - Issue [2187](https://github.com/sdv-dev/SDV/issues/2187) by pvk-developer
* PARSynthesizer is synthesizing integers for the `sequence_key` column when source data is text - Issue [1880](https://github.com/sdv-dev/SDV/issues/1880) by fealho

Maintenance

* Update our upload-artifact github action version - Issue [2370](https://github.com/sdv-dev/SDV/issues/2370) by amontanez24

New Features

* Update the warning that's displayed when using HMA on complex schemas - Issue [2277](https://github.com/sdv-dev/SDV/issues/2277) by R-Palazzo

Bugs Fixed

* Release Notes generator is creating new notes incorrectly - Issue [2348](https://github.com/sdv-dev/SDV/issues/2348) by amontanez24
* Support the ability to pass in `None` for both `get_column_plot` and `get_column_pair_plot` - Issue [2343](https://github.com/sdv-dev/SDV/issues/2343) by R-Palazzo
* Metadata `anonymize` doesn't produce the right `METADATA_SPEC_VERSION` - Issue [2304](https://github.com/sdv-dev/SDV/issues/2304) by R-Palazzo
* GaussianCopula `get_learned_distributions` crashes if nothing was learned - Issue [2297](https://github.com/sdv-dev/SDV/issues/2297) by R-Palazzo
* Sampling with HMA Synthesizer generates many `SingleTableMetadata` deprecation warnings - Issue [2290](https://github.com/sdv-dev/SDV/issues/2290) by R-Palazzo

Maintenance

* Include stack trace when sampling errors are surfaced - Issue [2326](https://github.com/sdv-dev/SDV/issues/2326) by amontanez24
* Combine `static_code_analysis.yml` with `release_notes.yml` - Issue [2305](https://github.com/sdv-dev/SDV/issues/2305) by R-Palazzo

Maintenance

* Pandas FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated... - Issue [2286](https://github.com/sdv-dev/SDV/issues/2286) by fealho

New Features

* Update integer boundaries for ID columns - Issue [2285](https://github.com/sdv-dev/SDV/issues/2285) by R-Palazzo

Bugs Fixed

* When using GaussianCopula, show a warning if a column in numerical_distributions cannot be applied - Issue [2296](https://github.com/sdv-dev/SDV/issues/2296) by pvk-developer
* Incorrect column name ordering for Multi-Table Synthesizer - Issue [2280](https://github.com/sdv-dev/SDV/issues/2280) by R-Palazzo
* Inequality constraint cannot be applied to compare datetime to date - Issue [2275](https://github.com/sdv-dev/SDV/issues/2275) by pvk-developer
* PARSynthesizer is not learning rounding scheme for numerical columns - Issue [2274](https://github.com/sdv-dev/SDV/issues/2274) by frances-h
* Unable to turn off rounding scheme for a column (need a warning) - Issue [2266](https://github.com/sdv-dev/SDV/issues/2266) by fealho

Maintenance

* Refactor `_fit` Method of `GaussianCopulaSynthesizer` for Modularity - Issue [2267](https://github.com/sdv-dev/SDV/issues/2267) by pvk-developer
* Add integration tests to code coverage report - Issue [2263](https://github.com/sdv-dev/SDV/issues/2263) by amontanez24
* Add support for numpy 2.0.0 - Issue [2078](https://github.com/sdv-dev/SDV/issues/2078) by R-Palazzo

Bugs Fixed

* Extraneous metadata warning is printed when customizing HMA Synthesizer - Issue [2250](https://github.com/sdv-dev/SDV/issues/2250) by pvk-developer

Internal

* `ValueError` raised when adding columns to a new `Metadata` instance - Issue [2252](https://github.com/sdv-dev/SDV/issues/2252) by pvk-developer
* Enhance Benchmark Report Generation - Issue [2235](https://github.com/sdv-dev/SDV/issues/2235) by pvk-developer

Maintenance

* Use PyDrive2 instead of PyDrive - Issue [2238](https://github.com/sdv-dev/SDV/issues/2238) by pvk-developer