KarlNaumann / MacroStat / 26572770945

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feat(pichler): Dynamic IO model with zero-config 3-sector default (#75)

* feat(core): add data parameters support to Parameters class

* feat(util): extract where-block in autodocs

* feat(models): add PichlerEtAl2022DIO model and tests

* docs(models): add PichlerEtAl2022DIO documentation

* chore(deps): add pre-commit dev dependency

* chore(deps): pull pyarrow into dev via [io] extra

Adds pyarrow>=15 as a parquet engine in the [io] optional extra and
includes the [io] extra in the dev dependency group so the pre-existing
test_save_outputs_parquet test runs in the dev environment.

* fix(core): split Parameters.get_values into scalar/data/all

The post-merge get_values mixed scalar parameters and tensor-valued data
parameters into one dict, silently corrupting BaseSampler CSV exports
that assume scalar cells. Restore master semantics:

- get_values returns scalar parameter values only
- get_data_values returns tensor-valued data parameters only
- get_all_values returns the merged dict for callers that need both

Also adds a key-collision guard in vectorize_parameters so a data
parameter cannot silently overwrite a scalar-vector tensor key, and
clarifies that get_free_param_names is scoped to scalar parameters.

* test(core): cover Parameters with constraint and data parameters jointly

Existing core tests exercised constraints and data parameters in
isolation. The merge introduced cross-feature invariants (get_values
shape, vectorize_parameters key collision, to_json round-trip with
tensor lists) with no joint coverage. Add TestConstrainedDataParameters
with 12 cases over init, get_*_values, get_free_param_names, get_bounds,
to_json, vectorize_parameters, key-collision guard, to_nn_parameters,
and verify_parameters.

* docs(pichler): add per-model index and paper-symbol notation table

Adds docs/models/PichlerEtAl2022DIO/index.rst as the per-model landing
page (mirroring GL06 and NK3E patterns) with a sub-pages toctree.
Updates the parent docs/mod... (continued)

498 of 538 branches covered (92.57%)

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193 of 390 new or added lines in 8 files covered. (49.49%)

3337 of 3680 relevant lines covered (90.68%)

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