Bump pandera from 0.21.1 to 0.22.1 (#313)

Bumps [pandera](https://github.com/pandera-dev/pandera) from 0.21.1 to
0.22.1.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pandera-dev/pandera/releases">pandera's
releases</a>.</em></p>
<blockquote>
<h2>Release v0.22.1: Fix <code>check_input</code> decorator
regression</h2>
<h2>What's Changed</h2>
<ul>
<li>bugfix: check_input decorator handles functions with kwargs by <a
href="https://github.com/cosmicBboy"><code>@​cosmicBboy</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1888">unionai-oss/pandera#1888</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/unionai-oss/pandera/compare/v0.22.0...v0.22.1">https://github.com/unionai-oss/pandera/compare/v0.22.0...v0.22.1</a></p>
<h2>v0.22.0: Improve validation runtime performance by 4x</h2>
<h1>⭐️ Highlight</h1>
<p>In this release, dependencies on <code>multimethod</code> and
<code>wrapt</code> were removed and optimizations were made to speed up
validation performance by up to 4x (depending on the validation rules.
For simple cases speedup is ~4x see <a
href="https://redirect.github.com/unionai-oss/pandera/issues/1879">here</a>).</p>
<h2>What's Changed</h2>
<ul>
<li>change order of Engine datatype resolution by <a
href="https://github.com/cosmicBboy"><code>@​cosmicBboy</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1869">unionai-oss/pandera#1869</a></li>
<li>Add missing Polars data types to docs by <a
href="https://github.com/ksolarski"><code>@​ksolarski</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1872">unionai-oss/pandera#1872</a></li>
<li>Fixing bug related to using coerce on a non-existent non-required
column by <a
href="https://github.com/matt035343"><code>@​matt035343</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1871">unionai-oss/pandera#1871</a></li>
<li>handle non-bool dtypes in empty check outputs by <a
href="https://github.com/cosmicBboy"><code>@​cosmicBboy</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1878">unionai-oss/pandera#1878</a></li>
<li>Optimize validation runtime performance by <a
href="https://github.com/cosmicBboy"><code>@​cosmicBboy</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1882">unionai-oss/pandera#1882</a></li>
<li>bugfix/1846: remove wrapt as dependency from decorators.py by <a
href="https://github.com/cosmicBboy"><code>@​cosmicBboy</code></a> in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1883">unionai-oss/pandera#1883</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/ksolarski"><code>@​ksolarski</code></a>
made their first contribution in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1872">unionai-oss/pandera#1872</a></li>
<li><a
href="https://github.com/matt035343"><code>@​matt035343</code></a> made
their first contribution in <a
href="https://redirect.github.com/unionai-oss/pandera/pull/1871">unionai-oss/pandera#1871</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/unionai-oss/pandera/compare/v0.21.1...v0.22.0">https://github.com/unionai-oss/pandera/compare/v0.21.1...v0.22.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/unionai-oss/pandera/commit/7ebbdc9e889569ad8555a83ad8c2ed789e075f59"><code>7ebbdc9</code></a>
bugfix: check_input decorator handles functions with kwargs</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/2f269a450cbc7deb275be54852b07b45c8643528"><code>2f269a4</code></a>
clean up commented code</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/8954c431b69e0af1b220c0e345b29fe23c3f0227"><code>8954c43</code></a>
add test</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/53b45f4e95917633747394ff9fff88a6c5c70493"><code>53b45f4</code></a>
remove wrapt dependency</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/e117d2e8ecd173c15a32e9eb4e48dcf089a42537"><code>e117d2e</code></a>
remove use of wrapt in the decorators module</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/6bf6bc071ef40826255ed6f2ff95faeebbf7c11b"><code>6bf6bc0</code></a>
clean up multimethod references, remove unused docs requirements</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/11f42207683723ff2daed642508ed76ca59389fa"><code>11f4220</code></a>
remove multimethod from setup.py</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/c38ef0456c94bbe19b0699b653f9e2a338aab8d8"><code>c38ef04</code></a>
remove perf.py script</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/ee4624c5b627ebfbd79dc57c7adc9b1e32698e50"><code>ee4624c</code></a>
remove deepcopy in pandas dataframe schema backend</li>
<li><a
href="https://github.com/unionai-oss/pandera/commit/b3bcb57a4df86adafa78633be1d83c8c77f5fb99"><code>b3bcb57</code></a>
remove deepcopy in pandas column backend</li>
<li>Additional commits viewable in <a
href="https://github.com/pandera-dev/pandera/compare/v0.21.1...v0.22.1">compare
view</a></li>
</ul>
</details>
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pyproject.toml

@@ -13,7 +13,7 @@ packages = [{ include = "regtech_data_validator", from = "src" }]
 [tool.poetry.dependencies]
 python = ">=3.12,<4"
 pandas = "^2.2.2"
-pandera = "^0.21.0"
+pandera = "^0.22.1"
 requests = "^2.32.3"
 tabulate = "^0.9.0"
 ujson = "^5.9.0"