Log Message:
py-arviz: updated to 0.19.0

v0.19.0 (2024 Jul 19)

New features
-  Use revised Pareto k threshold
-   Added arguments `ci_prob`, `eval_points`, `rvs`, and `random_state` to \ 
`plot_ecdf`
-   Deprecated rcParam `stats.hdi_prob` and replaced with `stats.ci_prob`
- Expose features from [arviz-base](https://arviz-base.readthedocs.io), \ 
[arviz-stats](https://arviz-stats.readthedocs.io) and \ 
[arviz-plots](https://arviz-plots.readthedocs.io) as `arviz.preview`
 submodule

Maintenance and fixes
- Ensure support with numpy 2.0
- Update testing strategy to include an environment without optional dependencies and
 an environment with [scientific python \ 
nightlies](https://anaconda.org/scientific-python-nightly-wheels)
- Address bokeh related deprecations

- Fix legend overwriting issue in `plot_trace`

Deprecation
-  Support for arrays and DataArrays in plot_khat has been deprecated. Only \ 
ELPDdata will be supported in the future
-  Removed arguments `values2`, `fpr`, `pointwise`, and `pit` in `plot_ecdf`

v0.18.0 (2024 Apr 4)

New features
- Add new example data `rugby_field` and update `rugby` example data
- Support for `pytree`s and robust to nested dictionaries.
- Add `.close` method to `InferenceData`

Maintenance and fixes
- Fix deprecation warnings in multiple dependencies

Deprecation

- Removed arguments `values2`, `fpr`, `pointwise`, `npoints`, and `pit` in \ 
`plot_ecdf`