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Merged
SimonMolinsky merged 6 commits into from
Dec 26, 2025
Merged

512 coredata modelspoisson krigingpy add verbose parameter to poissonkriginginput class #513

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29c5644
Merge pull request #509 from DataverseLabs/dev
SimonMolinsky Dec 8, 2025
622f2cf
[enhancement] Handling missing geometries in Blocks and changed deafu…
SimonMolinsky Dec 21, 2025
8d1521b
[debug] create default index column when geometries and values are pa…
SimonMolinsky Dec 21, 2025
75c5ce5
[docs & tests] checks if tutorials are passing
SimonMolinsky Dec 21, 2025
447f9ec
Merge pull request #511 from DataverseLabs/487-coredata_modelspoint_s…
SimonMolinsky Dec 21, 2025
ede9c55
added verbose parameter
SimonMolinsky Dec 26, 2025
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10 changes: 10 additions & 0 deletions CHANGELOG.rst
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Changes - from version >= 1.x
=============================

2025-12-26
----------

**version 1.2.1**

* [enhancement] `Blocks` can handle missing geometries (geometry as `None` or `NaN`)
* [debug] `Blocks` default value column is `block_values`, and `PointSupport` default value column is `values` (to avoiding naming collisions during the join operation)
* [debug] `Blocks` object default index is created when it is not provided by the user
* [enhancement] `verbose` parameter for `PoissonKrigingInput` class that controls progress bar when calculating point support distances between neighbors

2025-11-23
----------

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2 changes: 1 addition & 1 deletion LICENSE.md
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Copyright (c) 2018-2025 Pyinterpolate Maintainers
Copyright (c) 2018-2026 Pyinterpolate Maintainers
-------------------------------------------------

All rights reserved to Pyinterpolate Maintainers: Szymon Moliński (@SimonMolinsky),
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# Pyinterpolate

**version 1.2.0**
**version 1.2.1**

![Logo](https://raw.githubusercontent.com/DataverseLabs/pyinterpolate/refs/heads/main/pyinterpolate-banner.png)

## Important notice

The package was updated to version 1.0 in June 2025. There are breaking API changes, so please, refer to the [CHANGELOG](https://github.com/DataverseLabs/pyinterpolate/blob/main/CHANGELOG.rst) to know more about the changes.
Right now, the package in version 1.0.0 is in the **beta** stage, which means that it is stable but be careful with the production use. There might be some minor bugs, and large swaths of code are not optimized yet. If you find any bugs, please report them in the [issue tracker](https://github.com/DataverseLabs/pyinterpolate/issues).

## Citation

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# Sphinx build info version 1
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
config: a6474bb95393ed18c268cf382762884a
config: 914669cf9f5b5b2a2f731c9385135a15
tags: 645f666f9bcd5a90fca523b33c5a78b7
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# Sphinx build info version 1
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
config: a6474bb95393ed18c268cf382762884a
tags: 645f666f9bcd5a90fca523b33c5a78b7
6 changes: 3 additions & 3 deletions docs/build/html/_modules/index.html
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<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Overview: module code &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Overview: module code &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../_static/documentation_options.js?v=fc837d61"></script>
<script src="../_static/documentation_options.js?v=6efca38a"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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26 changes: 16 additions & 10 deletions docs/build/html/_modules/pyinterpolate/core/data_models/blocks.html
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<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>pyinterpolate.core.data_models.blocks &#8212; pyinterpolate 1.1.0 documentation</title>
<title>pyinterpolate.core.data_models.blocks &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../../../../_static/documentation_options.js?v=fc837d61"></script>
<script src="../../../../_static/documentation_options.js?v=6efca38a"></script>
<script src="../../../../_static/doctools.js?v=9bcbadda"></script>
<script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

Expand Down Expand Up @@ -441,8 +441,7 @@ <h1>Source code for pyinterpolate.core.data_models.blocks</h1><div class="highli
<span class="kn">import</span> <span class="nn">geopandas</span> <span class="k">as</span> <span class="nn">gpd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>

<span class="kn">from</span> <span class="nn">shapely.geometry</span> <span class="kn">import</span> <span class="n">Polygon</span>
<span class="kn">from</span> <span class="nn">shapely</span> <span class="kn">import</span> <span class="n">MultiPolygon</span>

<span class="kn">from</span> <span class="nn">pyinterpolate.distance.angular</span> <span class="kn">import</span> <span class="n">calc_angles</span>
<span class="kn">from</span> <span class="nn">pyinterpolate.distance.point</span> <span class="kn">import</span> <span class="n">point_distance</span>
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<span class="bp">self</span><span class="o">.</span><span class="n">ds</span> <span class="o">=</span> <span class="n">ds</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">deep</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">if</span> <span class="n">value_column_name</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">value_column_name</span> <span class="o">=</span> <span class="s1">&#39;values&#39;</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ds</span> <span class="o">=</span> <span class="n">join_any_geometry_and_values</span><span class="p">(</span><span class="n">geometry</span><span class="o">=</span><span class="n">geometries</span><span class="p">,</span>
<span class="n">values</span><span class="o">=</span><span class="n">values</span><span class="p">,</span>
<span class="n">values_column_name</span><span class="o">=</span><span class="n">value_column_name</span><span class="p">)</span>
<span class="n">value_column_name</span> <span class="o">=</span> <span class="s1">&#39;block_value&#39;</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ds</span> <span class="o">=</span> <span class="n">join_any_geometry_and_values</span><span class="p">(</span>
<span class="n">geometry</span><span class="o">=</span><span class="n">geometries</span><span class="p">,</span>
<span class="n">values</span><span class="o">=</span><span class="n">values</span><span class="p">,</span>
<span class="n">values_column_name</span><span class="o">=</span><span class="n">value_column_name</span>
<span class="p">)</span>
<span class="k">if</span> <span class="n">index_column_name</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
<span class="n">index_column_name</span> <span class="o">=</span> <span class="s1">&#39;block_index&#39;</span>

<span class="bp">self</span><span class="o">.</span><span class="n">ds</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">index_column_name</span>
<span class="bp">self</span><span class="o">.</span><span class="n">ds</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="bp">self</span><span class="o">.</span><span class="n">value_column_name</span> <span class="o">=</span> <span class="n">value_column_name</span>
<span class="bp">self</span><span class="o">.</span><span class="n">index_column_name</span> <span class="o">=</span> <span class="n">index_column_name</span>
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<span class="sd"> present.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">ds</span> <span class="o">=</span> <span class="n">geometries</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span>
<span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">Polygon</span><span class="p">)</span> <span class="k">else</span> <span class="n">largest_geometry</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">largest_geometry</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">MultiPolygon</span><span class="p">)</span> <span class="k">else</span> <span class="n">x</span>
<span class="p">)</span>
<span class="k">return</span> <span class="n">ds</span></div>

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5 changes: 2 additions & 3 deletions docs/build/html/_sources/index.rst.txt
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Expand Up @@ -10,17 +10,16 @@ Pyinterpolate
:width: 400
:alt: Pyinterpolate Logo

**version 1.1.0**
**version 1.2.1**
-----------------

.. note::
The last documentation update: *2025-11-08*
The last documentation update: *2025-12-26*

Important notice
................

The package was updated to version 1.0 in June 2025. There are breaking API changes, so please, refer to the changelog, to know more about the changes.
Right now, the package in version 1.0.0 is in the **beta** stage, which means that it is stable but be careful with the production use. There might be some minor bugs, and large swaths of code are not optimized yet. If you find any bugs, please report them in the `Github issue tracker <https://github.com/DataverseLabs/pyinterpolate/issues>`_.

Citation
--------
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const DOCUMENTATION_OPTIONS = {
VERSION: '1.1.0',
VERSION: '1.2.0',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>API &#8212; pyinterpolate 1.1.0 documentation</title>
<title>API &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../_static/documentation_options.js?v=fc837d61"></script>
<script src="../_static/documentation_options.js?v=6efca38a"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Changes between version 0.x and 1.x &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Changes between version 0.x and 1.x &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../_static/documentation_options.js?v=fc837d61"></script>
<script src="../_static/documentation_options.js?v=6efca38a"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Core data structures &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Core data structures &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../../_static/documentation_options.js?v=fc837d61"></script>
<script src="../../_static/documentation_options.js?v=6efca38a"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
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<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Pipelines &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Pipelines &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../../_static/documentation_options.js?v=fc837d61"></script>
<script src="../../_static/documentation_options.js?v=6efca38a"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Distance &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Distance &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../../_static/documentation_options.js?v=fc837d61"></script>
<script src="../../_static/documentation_options.js?v=6efca38a"></script>
<script src="../../_static/doctools.js?v=9bcbadda"></script>
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<script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Models evaluation &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Models evaluation &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=8878045cc6db502f8baf" />

<script src="../../_static/documentation_options.js?v=fc837d61"></script>
<script src="../../_static/documentation_options.js?v=6efca38a"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Inverse Distance Weighting (IDW) &#8212; pyinterpolate 1.1.0 documentation</title>
<title>Inverse Distance Weighting (IDW) &#8212; pyinterpolate 1.2.0 documentation</title>



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<link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=8878045cc6db502f8baf" />
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<script src="../../_static/documentation_options.js?v=fc837d61"></script>
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<p class="title logo__title">pyinterpolate 1.1.0 documentation</p>
<p class="title logo__title">pyinterpolate 1.2.0 documentation</p>

</a></div>

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