diff --git a/pixi.lock b/pixi.lock
index b10af7f..65710fa 100644
--- a/pixi.lock
+++ b/pixi.lock
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   - __glibc >=2.17,<3.0.a0
+  - zstd >=1.5.7,<1.6.0a0
   constrains:
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   license: GPL-3.0-only
   license_family: GPL
-  size: 747158
-  timestamp: 1758810907507
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-  - blas 2.136   openblas
-  - liblapack  3.9.0   36*_openblas
-  - mkl <2025
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+  - libcblas   3.9.0   38*_openblas
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+  - mkl <2026
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   license: BSD-3-Clause
   license_family: BSD
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-  - liblapacke 3.9.0   36*_openblas
-  - blas 2.136   openblas
-  - libcblas   3.9.0   36*_openblas
+  - mkl <2026
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+  - liblapack  3.9.0   38*_openblas
+  - liblapacke 3.9.0   38*_openblas
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   license_family: BSD
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libblas-3.9.0-36_h51639a9_openblas.conda
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-  - libcblas   3.9.0   36*_openblas
-  - liblapack  3.9.0   36*_openblas
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+  - liblapack  3.9.0   38*_openblas
+  - libcblas   3.9.0   38*_openblas
+  - mkl <2026
+  - liblapacke 3.9.0   38*_openblas
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   license_family: BSD
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-36_h0358290_openblas.conda
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-  - blas 2.136   openblas
-  - liblapack  3.9.0   36*_openblas
+  size: 17695
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+  - liblapack  3.9.0   38*_openblas
+  - liblapacke 3.9.0   38*_openblas
   license: BSD-3-Clause
   license_family: BSD
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-  - blas 2.136   openblas
-  - liblapack  3.9.0   36*_openblas
+  size: 17503
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+- conda: https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-38_h9b27e0a_openblas.conda
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+  md5: 3fd79655bb102d44663e5b6c84a526a8
+  depends:
+  - libblas 3.9.0 38_he492b99_openblas
+  constrains:
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+  - liblapack  3.9.0   38*_openblas
+  - liblapacke 3.9.0   38*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 17693
-  timestamp: 1758397405253
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-36_hb0561ab_openblas.conda
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-  constrains:
-  - liblapack  3.9.0   36*_openblas
-  - liblapacke 3.9.0   36*_openblas
-  - blas 2.136   openblas
+  size: 17667
+  timestamp: 1761680519380
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcblas-3.9.0-38_hb0561ab_openblas.conda
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+  md5: eab61fcb277d6fa9f059bba437fd3612
+  depends:
+  - libblas 3.9.0 38_h51639a9_openblas
+  constrains:
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+  - liblapacke 3.9.0   38*_openblas
+  - blas 2.138   openblas
   license: BSD-3-Clause
   license_family: BSD
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-- conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.2-h3d58e20_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.4-h3d58e20_2.conda
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+  md5: e67440e1182912c0c8a56b09682f727c
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   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-21.1.4-hf598326_2.conda
+  sha256: 0a0765cc8b6000e7f7be879c12825583d046ef22ab95efc7c5f8622e4b3302d5
+  md5: 4346830dcc0c0e930328fddb0b829f63
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   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
-  size: 568154
-  timestamp: 1758698306949
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
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   md5: c277e0a4d549b03ac1e9d6cbbe3d017b
@@ -3619,64 +3818,67 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda
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-  md5: ede4673863426c0883c0063d853bbd85
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda
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+  md5: 35f29eec58405aaf55e01cb470d8c26a
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   - __glibc >=2.17,<3.0.a0
-  - libgcc >=13
+  - libgcc >=14
   license: MIT
   license_family: MIT
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-  timestamp: 1743434498161
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libffi-3.4.6-h281671d_1.conda
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-  md5: 4ca9ea59839a9ca8df84170fab4ceb41
+  size: 57821
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+  md5: d214916b24c625bcc459b245d509f22e
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda
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   depends:
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   - _openmp_mutex >=4.5
   constrains:
-  - libgomp 15.2.0 h767d61c_5
-  - libgcc-ng ==15.2.0=*_5
+  - libgomp 15.2.0 h767d61c_7
+  - libgcc-ng ==15.2.0=*_7
   license: GPL-3.0-only WITH GCC-exception-3.1
-  size: 822400
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_5.conda
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+  - libgcc 15.2.0 h767d61c_7
   license: GPL-3.0-only WITH GCC-exception-3.1
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_5.conda
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-  md5: b6683cec57969bc26f813252482d323b
+  license_family: GPL
+  size: 29313
+  timestamp: 1759968065504
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.2.0-h69a702a_7.conda
+  sha256: 9ca24328e31c8ef44a77f53104773b9fe50ea8533f4c74baa8489a12de916f02
+  md5: 8621a450add4e231f676646880703f49
   depends:
-  - libgfortran5 15.2.0 hcd61629_5
+  - libgfortran5 15.2.0 hcd61629_7
   constrains:
-  - libgfortran-ng ==15.2.0=*_5
+  - libgfortran-ng ==15.2.0=*_7
   license: GPL-3.0-only WITH GCC-exception-3.1
-  size: 29260
-  timestamp: 1759682636685
+  license_family: GPL
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+  timestamp: 1759968110483
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libgfortran-15.2.0-h306097a_1.conda
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   md5: cd5393330bff47a00d37a117c65b65d0
@@ -3695,17 +3897,18 @@ packages:
   license_family: GPL
   size: 134016
   timestamp: 1759712902814
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-hcd61629_5.conda
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-  md5: dd6b1ea02e2e7dc42b06d16d946c7fb1
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-hcd61629_7.conda
+  sha256: e93ceda56498d98c9f94fedec3e2d00f717cbedfc97c49be0e5a5828802f2d34
+  md5: f116940d825ffc9104400f0d7f1a4551
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=15.2.0
   constrains:
   - libgfortran 15.2.0
   license: GPL-3.0-only WITH GCC-exception-3.1
-  size: 1572668
-  timestamp: 1759682614775
+  license_family: GPL
+  size: 1572758
+  timestamp: 1759968082504
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libgfortran5-15.2.0-h336fb69_1.conda
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   md5: b6331e2dcc025fc79cd578f4c181d6f2
@@ -3728,29 +3931,30 @@ packages:
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   size: 764028
   timestamp: 1759712189275
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.0-h1fed272_0.conda
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-  md5: b8e4c93f4ab70c3b6f6499299627dbdc
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libglib-2.86.1-h32235b2_1.conda
+  sha256: 2421c8a9ac34a7406cff53b7cb96752177edbd245b0782ee88ef3fee5a732aa4
+  md5: 8eef974130690cf385b569ecdeed2cf0
   depends:
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-  - libffi >=3.4.6,<3.5.0a0
+  - libffi >=3.5.2,<3.6.0a0
   - libgcc >=14
   - libiconv >=1.18,<2.0a0
   - libzlib >=1.3.1,<2.0a0
   - pcre2 >=10.46,<10.47.0a0
   constrains:
-  - glib 2.86.0 *_0
+  - glib 2.86.1 *_1
   license: LGPL-2.1-or-later
-  size: 3978602
-  timestamp: 1757403291664
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_5.conda
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-  md5: 2cf9c351b3c581dcb4d7368fee0aca94
+  size: 3945912
+  timestamp: 1761874304703
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda
+  sha256: e9fb1c258c8e66ee278397b5822692527c5f5786d372fe7a869b900853f3f5ca
+  md5: f7b4d76975aac7e5d9e6ad13845f92fe
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   license: GPL-3.0-only WITH GCC-exception-3.1
-  size: 448982
-  timestamp: 1759682511761
+  license_family: GPL
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 - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.18-h3b78370_2.conda
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@@ -3776,48 +3980,48 @@ packages:
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   timestamp: 1754909073836
-- conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-36_h47877c9_openblas.conda
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-  md5: 55daaac7ecf8ebd169cdbe34dc79549e
+- conda: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-38_h47877c9_openblas.conda
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+  md5: 88f10bff57b423a3fd2d990c6055771e
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+  - libblas 3.9.0 38_h4a7cf45_openblas
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-  - libcblas   3.9.0   36*_openblas
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+  - libcblas   3.9.0   38*_openblas
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+  - liblapacke 3.9.0   38*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 17409
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-  - blas 2.136   openblas
-  - libcblas   3.9.0   36*_openblas
+  size: 17501
+  timestamp: 1761680098660
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+  md5: 062a7bd94939084574e2d401f8e0840e
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+  - libcblas   3.9.0   38*_openblas
+  - liblapacke 3.9.0   38*_openblas
   license: BSD-3-Clause
   license_family: BSD
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-  - liblapacke 3.9.0   36*_openblas
-  - blas 2.136   openblas
+  size: 17674
+  timestamp: 1761680534375
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/liblapack-3.9.0-38_hd9741b5_openblas.conda
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+  md5: 4525f30079caf1a2290538c2c531f354
+  depends:
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+  - blas 2.138   openblas
+  - libcblas   3.9.0   38*_openblas
   license: BSD-3-Clause
   license_family: BSD
-  size: 17728
-  timestamp: 1758397741587
+  size: 17709
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.30-pthreads_h94d23a6_2.conda
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-  md5: dfc5aae7b043d9f56ba99514d5e60625
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+  md5: ac2e4832427d6b159576e8a68305c722
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   - libgcc >=14
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-- conda: https://conda.anaconda.org/conda-forge/osx-64/libopenblas-0.3.30-openmp_h83c2472_2.conda
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-  md5: 89edf77977f520c4245567460d065821
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+  md5: e32aca8f732f7ea1ed876ffbec0d6347
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   license_family: BSD
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-  md5: d004259fd8d3d2798b16299d6ad6c9e9
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+  md5: a18a7f471c517062ee71b843ef95eb8a
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   license: BSD-3-Clause
   license_family: BSD
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-  timestamp: 1755471861128
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_5.conda
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-  md5: 5dd6bd4f77a17945d5b6054155836a14
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda
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+  md5: 5b767048b1b3ee9a954b06f4084f93dc
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-  - libgcc 15.2.0 h767d61c_5
+  - libgcc 15.2.0 h767d61c_7
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+  - libstdcxx-ng ==15.2.0=*_7
   license: GPL-3.0-only WITH GCC-exception-3.1
-  size: 3897513
-  timestamp: 1759682630586
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.2.0-h4852527_5.conda
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+  - libstdcxx 15.2.0 h8f9b012_7
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-  size: 29339
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   timestamp: 1727963202283
-- conda: https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-21.1.2-h472b3d1_3.conda
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+  md5: 8c18393582f6e0750ece3fd3bb913101
   depends:
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   constrains:
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   - intel-openmp <0.0a0
+  - openmp 21.1.4|21.1.4.*
   license: Apache-2.0 WITH LLVM-exception
   license_family: APACHE
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-  timestamp: 1759428959035
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/llvm-openmp-21.1.2-h4a912ad_3.conda
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+  md5: 8e3ed09e85fd3f3ff3496b2a04f88e21
   depends:
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   constrains:
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   - intel-openmp <0.0a0
-  - openmp 21.1.2|21.1.2.*
   license: Apache-2.0 WITH LLVM-exception
   license_family: APACHE
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-- conda: https://conda.anaconda.org/conda-forge/osx-64/markupsafe-3.0.3-py313h0f4d31d_0.conda
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-  - python >=3.13,<3.14.0a0
-  - python >=3.13,<3.14.0a0 *_cp313
-  - python_abi 3.13.* *_cp313
+  - python >=3.10
   constrains:
   - jinja2 >=3.0.0
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+  - markupsafe_no_compile
   license: BSD-3-Clause
   license_family: BSD
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@@ -4224,6 +4404,22 @@ packages:
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   size: 18026686
   timestamp: 1758278519618
+- conda: https://conda.anaconda.org/conda-forge/linux-64/mypy-1.18.2-py314h5bd0f2a_0.conda
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+  - pathspec >=0.9.0
+  - psutil >=4.0
+  - python >=3.14.0rc2,<3.15.0a0
+  - python_abi 3.14.* *_cp314
+  - typing_extensions >=4.6.0
+  license: MIT
+  license_family: MIT
+  size: 18293071
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 - conda: https://conda.anaconda.org/conda-forge/osx-64/mypy-1.18.2-py311hf197a57_0.conda
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@@ -4317,6 +4513,22 @@ packages:
   license_family: MIT
   size: 10883940
   timestamp: 1758279614368
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/mypy-1.18.2-py314h0612a62_0.conda
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+  - python >=3.14.0rc2,<3.15.0a0
+  - python >=3.14.0rc2,<3.15.0a0 *_cp314
+  - python_abi 3.14.* *_cp314
+  - typing_extensions >=4.6.0
+  license: MIT
+  license_family: MIT
+  size: 11070284
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/nh3-0.3.0-py310h1570de5_1.conda
+- conda: https://conda.anaconda.org/conda-forge/linux-64/nh3-0.3.2-py310h1570de5_0.conda
   noarch: python
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-  - libgcc >=14
   - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
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   - cpython >=3.10
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   license: MIT
   license_family: MIT
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-- conda: https://conda.anaconda.org/conda-forge/osx-64/nh3-0.3.0-py310hee12c11_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/osx-64/nh3-0.3.2-py310h6cf5e2e_0.conda
   noarch: python
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/nh3-0.3.0-py310h1620c0a_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/nh3-0.3.2-py310h06fc29a_0.conda
   noarch: python
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   license_family: MIT
-  size: 620918
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.3-py311h2e04523_0.conda
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-  md5: 3b0d0a2241770397d3146fdcab3b49f8
+- conda: https://conda.anaconda.org/conda-forge/linux-64/numpy-2.3.4-py311h2e04523_0.conda
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   - liblapack >=3.9.0,<4.0a0
-  - libblas >=3.9.0,<4.0a0
   - libcblas >=3.9.0,<4.0a0
+  - libblas >=3.9.0,<4.0a0
   constrains:
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   license: Python-2.0
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   license: Python-2.0
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+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
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+  license: Python-2.0
+  size: 13590581
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+  python_site_packages_path: lib/python3.14/site-packages
 - conda: https://conda.anaconda.org/conda-forge/noarch/python-build-1.3.0-pyhff2d567_0.conda
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-- conda: https://conda.anaconda.org/conda-forge/noarch/python-dotenv-1.1.1-pyhe01879c_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/noarch/python-dotenv-1.2.1-pyhcf101f3_0.conda
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+  md5: 083725d6cd3dc007f06d04bcf1e613a2
   depends:
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+  - python >=3.10
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   license: BSD-3-Clause
   license_family: BSD
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.3.2-py311h1ddb823_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.4.1-py311h1ddb823_0.conda
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+  md5: 8baac464ad0a8b5e3f69e1e03ecca167
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   license: MIT
   license_family: MIT
-  size: 24516874
-  timestamp: 1752087335865
-- conda: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.3.2-py312h1289d80_0.conda
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-  md5: 2fb46eab88950d78d327068acfe83a55
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+  timestamp: 1759851972308
+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.4.1-py312h1289d80_0.conda
+  sha256: a50a4da126fa33c123a43380b25e1a1bffdd984a289d1cfc335eefa2407ae29b
+  md5: 8fb71fc2f1eea628850faf9bca1ba0df
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   license: MIT
   license_family: MIT
-  size: 24487971
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