diff --git a/.github/workflows/linter.yml b/.github/workflows/linter.yml
new file mode 100644
index 0000000..670f977
--- /dev/null
+++ b/.github/workflows/linter.yml
@@ -0,0 +1,27 @@
+name: Lint Code Base
+
+on:
+  push:
+    branches-ignore:
+      - 'gh-pages'
+  pull_request:
+    branches: [main]
+
+jobs:
+  lint:
+    name: Lint Code Base with Ruff
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: astral-sh/ruff-action@v3
+        with:
+          version: 0.7.4
+          args: check
+          src: "./fied"
+
+      # - uses: astral-sh/ruff-action@v3
+      #   with:
+      #     version: 0.7.4
+      #     args: format --check
+      #     src: "./fied"
diff --git a/pixi.lock b/pixi.lock
index a759f06..b30b5a0 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3116,8 +3116,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
   sha256: fe51de6107f9edc7aa4f786a70f4a883943bc9d39b3bb7307c04c41410990726
   md5: d7c89558ba9fa0495403155b64376d81
-  arch: x86_64
-  platform: linux
   license: None
   purls: []
   size: 2562
@@ -3129,8 +3127,6 @@ packages:
   depends:
   - _libgcc_mutex 0.1 conda_forge
   - llvm-openmp >=9.0.1
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -3146,8 +3142,6 @@ packages:
   constrains:
   - openmp_impl 9999
   - msys2-conda-epoch <0.0a0
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -3170,8 +3164,6 @@ packages:
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-or-later
   license_family: GPL
   purls: []
@@ -3224,8 +3216,6 @@ packages:
   - libutf8proc <2.9
   constrains:
   - arrow-cpp-proc * cpu
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: APACHE
   purls: []
@@ -3267,8 +3257,6 @@ packages:
   - libutf8proc <2.9
   constrains:
   - arrow-cpp-proc * cpu
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: APACHE
   purls: []
@@ -3310,8 +3298,6 @@ packages:
   - libutf8proc <2.9
   constrains:
   - arrow-cpp-proc * cpu
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: APACHE
   purls: []
@@ -3335,8 +3321,6 @@ packages:
   md5: d9c69a24ad678ffce24c6543a0176b00
   depends:
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: GPL-2.0-or-later
   license_family: GPL
   purls: []
@@ -3363,8 +3347,6 @@ packages:
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - aws-c-sdkutils >=0.1.13,<0.1.14.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3379,8 +3361,6 @@ packages:
   - aws-c-http >=0.7.15,<0.7.16.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - aws-c-sdkutils >=0.1.13,<0.1.14.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3398,8 +3378,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3412,8 +3390,6 @@ packages:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - libgcc-ng >=12
   - openssl >=3.2.0,<4.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3424,8 +3400,6 @@ packages:
   md5: 412ec63d1ac917e45f3206dd29dcc7e8
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3439,8 +3413,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3451,8 +3423,6 @@ packages:
   md5: 93729f7a54b25cb135ac2b67ea3a7603
   depends:
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3461,8 +3431,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-common-0.9.10-h93a5062_0.conda
   sha256: 3269c3773d02262132cff14819bb606360c2ca44cdf9373e1a67f118c7a5232b
   md5: 7b7bd1f14689ddec8131a0c4111790ca
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3475,8 +3443,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3488,8 +3454,6 @@ packages:
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3500,8 +3464,6 @@ packages:
   md5: 5363bbd9ffcea69e9ef383766dcc49e0
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3515,8 +3477,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3531,8 +3491,6 @@ packages:
   - aws-checksums >=0.1.17,<0.1.18.0a0
   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3547,8 +3505,6 @@ packages:
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - aws-checksums >=0.1.17,<0.1.18.0a0
   - libcxx >=16.0.6
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3564,8 +3520,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3580,8 +3534,6 @@ packages:
   - aws-c-compression >=0.2.17,<0.2.18.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3595,8 +3547,6 @@ packages:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - aws-c-compression >=0.2.17,<0.2.18.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3613,8 +3563,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3628,8 +3576,6 @@ packages:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - libgcc-ng >=12
   - s2n >=1.4.1,<1.4.2.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3641,8 +3587,6 @@ packages:
   depends:
   - aws-c-cal >=0.6.9,<0.6.10.0a0
   - aws-c-common >=0.9.10,<0.9.11.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3657,8 +3601,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3672,8 +3614,6 @@ packages:
   - aws-c-http >=0.7.15,<0.7.16.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3686,8 +3626,6 @@ packages:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - aws-c-http >=0.7.15,<0.7.16.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3703,8 +3641,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3722,8 +3658,6 @@ packages:
   - aws-checksums >=0.1.17,<0.1.18.0a0
   - libgcc-ng >=12
   - openssl >=3.2.0,<4.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3739,8 +3673,6 @@ packages:
   - aws-c-http >=0.7.15,<0.7.16.0a0
   - aws-c-io >=0.13.36,<0.13.37.0a0
   - aws-checksums >=0.1.17,<0.1.18.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3759,8 +3691,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3772,8 +3702,6 @@ packages:
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3784,8 +3712,6 @@ packages:
   md5: 90291cf2e5e350b154f3fe1de4390af8
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3799,8 +3725,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3812,8 +3736,6 @@ packages:
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3824,8 +3746,6 @@ packages:
   md5: da58c3c6dcf40cfa69a0a74a7acf355c
   depends:
   - aws-c-common >=0.9.10,<0.9.11.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3839,8 +3759,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3861,8 +3779,6 @@ packages:
   - aws-c-sdkutils >=0.1.13,<0.1.14.0a0
   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3882,8 +3798,6 @@ packages:
   - aws-c-s3 >=0.4.6,<0.4.7.0a0
   - aws-c-sdkutils >=0.1.13,<0.1.14.0a0
   - libcxx >=15
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3905,8 +3819,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3925,8 +3837,6 @@ packages:
   - libstdcxx-ng >=12
   - libzlib >=1.2.13,<2.0.0a0
   - openssl >=3.2.0,<4.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3944,8 +3854,6 @@ packages:
   - libcxx >=15
   - libzlib >=1.2.13,<2.0.0a0
   - openssl >=3.2.0,<4.0a0
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3963,8 +3871,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -3978,8 +3884,6 @@ packages:
   - libgcc-ng >=12
   - libstdcxx-ng >=12
   - openssl >=3.2.1,<4.0a0
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -3992,8 +3896,6 @@ packages:
   - libcurl >=8.5.0,<9.0a0
   - libcxx >=15
   - openssl >=3.2.1,<4.0a0
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4007,8 +3909,6 @@ packages:
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -4022,8 +3922,6 @@ packages:
   - azure-core-cpp >=1.10.3,<1.10.4.0a0
   - azure-storage-common-cpp >=12.5.0,<12.5.1.0a0
   - libcxx >=16.0.6
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4038,8 +3936,6 @@ packages:
   - libstdcxx-ng >=12
   - libxml2 >=2.12.1,<3.0.0a0
   - openssl >=3.2.0,<4.0a0
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -4054,8 +3950,6 @@ packages:
   - libcxx >=16.0.6
   - libxml2 >=2.12.1,<3.0.0a0
   - openssl >=3.2.0,<4.0a0
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4094,8 +3988,6 @@ packages:
   - lz4-c >=1.9.3,<1.10.0a0
   - snappy >=1.1.10,<1.2.0a0
   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -4110,8 +4002,6 @@ packages:
   - lz4-c >=1.9.3,<1.10.0a0
   - snappy >=1.1.10,<1.2.0a0
   - zstd >=1.5.5,<1.6.0a0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -4128,8 +4018,6 @@ packages:
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -4174,8 +4062,6 @@ packages:
   - libbrotlidec 1.1.0 hb9d3cd8_2
   - libbrotlienc 1.1.0 hb9d3cd8_2
   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -4189,8 +4075,6 @@ packages:
   - brotli-bin 1.1.0 hd74edd7_2
   - libbrotlidec 1.1.0 hd74edd7_2
   - libbrotlienc 1.1.0 hd74edd7_2
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4206,8 +4090,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -4221,8 +4103,6 @@ packages:
   - libbrotlidec 1.1.0 hb9d3cd8_2
   - libbrotlienc 1.1.0 hb9d3cd8_2
   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -4235,8 +4115,6 @@ packages:
   - __osx >=11.0
   - libbrotlidec 1.1.0 hd74edd7_2
   - libbrotlienc 1.1.0 hd74edd7_2
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4251,8 +4129,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -4269,8 +4145,6 @@ packages:
   - python_abi 3.9.* *_cp39
   constrains:
   - libbrotlicommon 1.1.0 hb9d3cd8_2
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls:
@@ -4288,8 +4162,6 @@ packages:
   - python_abi 3.9.* *_cp39
   constrains:
   - libbrotlicommon 1.1.0 hd74edd7_2
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls:
@@ -4307,8 +4179,6 @@ packages:
   - vc14_runtime >=14.29.30139
   constrains:
   - libbrotlicommon 1.1.0 h2466b09_2
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls:
@@ -4321,8 +4191,6 @@ packages:
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: bzip2-1.0.6
   license_family: BSD
   purls: []
@@ -4333,8 +4201,6 @@ packages:
   md5: fc6948412dbbbe9a4c9ddbbcfe0a79ab
   depends:
   - __osx >=11.0
-  arch: arm64
-  platform: osx
   license: bzip2-1.0.6
   license_family: BSD
   purls: []
@@ -4347,8 +4213,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: bzip2-1.0.6
   license_family: BSD
   purls: []
@@ -4360,8 +4224,6 @@ packages:
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -4372,8 +4234,6 @@ packages:
   md5: c1c999a38a4303b29d75c636eaa13cf9
   depends:
   - __osx >=11.0
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -4386,8 +4246,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -4396,8 +4254,6 @@ packages:
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   md5: 19f3a56f68d2fd06c516076bff482c52
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@@ -4405,8 +4261,6 @@ packages:
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   md5: 3569d6a9141adc64d2fe4797f3289e06
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@@ -4414,8 +4268,6 @@ packages:
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@@ -4526,8 +4370,6 @@ packages:
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+  sha256: 138752212884ec56c98317760087970e44e37b636339c4c5002c0fb6757c8294
   requires_python: '>=3.9'
   editable: true
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   md5: 2d89243bfb53652c182a7c73182cce4f
-  arch: x86_64
-  platform: win
   license: LicenseRef-IntelSimplifiedSoftwareOct2022
   license_family: Proprietary
   purls: []
@@ -6100,8 +5812,6 @@ packages:
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   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -6112,8 +5822,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -6127,8 +5835,6 @@ packages:
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   - libgcc >=13
   - libstdcxx >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -6141,8 +5847,6 @@ packages:
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   - libcxx >=17
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -6156,8 +5860,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
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@@ -6168,8 +5870,6 @@ packages:
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-  arch: x86_64
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   purls: []
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@@ -6183,8 +5883,6 @@ packages:
   - libstdcxx >=13
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -6200,8 +5898,6 @@ packages:
   - python >=3.9,<3.10.0a0
   - python >=3.9,<3.10.0a0 *_cpython
   - python_abi 3.9.* *_cp39
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -6217,8 +5913,6 @@ packages:
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-  arch: x86_64
-  platform: win
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   license_family: BSD
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@@ -6235,8 +5929,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: MIT
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@@ -6251,8 +5943,6 @@ packages:
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   - libedit >=3.1.20191231,<4.0a0
   - openssl >=3.3.1,<4.0a0
-  arch: arm64
-  platform: osx
   license: MIT
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@@ -6266,8 +5956,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: MIT
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@@ -6278,8 +5966,6 @@ packages:
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@@ -6292,8 +5978,6 @@ packages:
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   - libtiff >=4.6.0,<4.8.0a0
-  arch: x86_64
-  platform: linux
   license: MIT
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@@ -6305,8 +5989,6 @@ packages:
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-  platform: osx
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@@ -6321,8 +6003,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -6335,8 +6015,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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@@ -6348,8 +6026,6 @@ packages:
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-  platform: linux
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@@ -6360,8 +6036,6 @@ packages:
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@@ -6373,8 +6047,6 @@ packages:
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@@ -6389,8 +6061,6 @@ packages:
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-  arch: x86_64
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   license: Apache-2.0
   license_family: Apache
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@@ -6404,8 +6074,6 @@ packages:
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@@ -6421,8 +6089,6 @@ packages:
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-  arch: x86_64
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@@ -6434,8 +6100,6 @@ packages:
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@@ -6446,8 +6110,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -6480,8 +6140,6 @@ packages:
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-  arch: x86_64
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@@ -6501,8 +6159,6 @@ packages:
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@@ -6537,8 +6191,6 @@ packages:
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@@ -6549,8 +6201,6 @@ packages:
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@@ -6558,8 +6208,6 @@ packages:
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   md5: 9f661052be1d477dcf61ee3cd77ce5ee
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@@ -6571,8 +6219,6 @@ packages:
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@@ -6583,8 +6229,6 @@ packages:
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@@ -6594,8 +6238,6 @@ packages:
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-  arch: x86_64
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@@ -6613,8 +6255,6 @@ packages:
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   - liblapack =3.9.0=29*_openblas
   - blas =2.129=openblas
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
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@@ -6632,8 +6272,6 @@ packages:
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   - liblapack =3.9.0=29*_openblas
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
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@@ -6650,8 +6288,6 @@ packages:
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   - libcblas =3.9.0=29*_mkl
   - blas =2.129=mkl
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
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@@ -6663,8 +6299,6 @@ packages:
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-  platform: linux
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@@ -6689,8 +6321,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -6703,8 +6333,6 @@ packages:
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   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: MIT
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   purls: []
@@ -6716,8 +6344,6 @@ packages:
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-  arch: arm64
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   license: MIT
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@@ -6731,8 +6357,6 @@ packages:
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@@ -6745,8 +6369,6 @@ packages:
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@@ -6758,8 +6380,6 @@ packages:
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@@ -6787,8 +6405,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
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@@ -6822,8 +6436,6 @@ packages:
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-  arch: arm64
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@@ -6840,8 +6452,6 @@ packages:
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   license_family: Apache
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@@ -7044,8 +6628,6 @@ packages:
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@@ -7073,8 +6653,6 @@ packages:
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@@ -7087,8 +6665,6 @@ packages:
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@@ -7164,8 +6730,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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@@ -7178,8 +6742,6 @@ packages:
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-  platform: win
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@@ -7207,8 +6767,6 @@ packages:
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-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -7217,8 +6775,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libffi-3.4.2-h3422bc3_5.tar.bz2
   sha256: 41b3d13efb775e340e4dba549ab5c029611ea6918703096b2eaa9c015c0750ca
   md5: 086914b672be056eb70fd4285b6783b6
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -7231,8 +6787,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -7247,8 +6801,6 @@ packages:
   - libogg 1.3.*
   - libogg >=1.3.4,<1.4.0a0
   - libstdcxx-ng >=12
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -7263,8 +6815,6 @@ packages:
   constrains:
   - libgomp 14.2.0 h77fa898_1
   - libgcc-ng ==14.2.0=*_1
-  arch: x86_64
-  platform: linux
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
   purls: []
@@ -7280,8 +6830,6 @@ packages:
   - libgcc-ng ==14.2.0=*_1
   - libgomp 14.2.0 h1383e82_1
   - msys2-conda-epoch <0.0a0
-  arch: x86_64
-  platform: win
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
   purls: []
@@ -7292,8 +6840,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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   license_family: GPL
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@@ -7306,8 +6852,6 @@ packages:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
   - libgpg-error >=1.51,<2.0a0
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-or-later
   purls: []
   size: 586185
@@ -7359,8 +6903,6 @@ packages:
   - xerces-c >=3.2.5,<3.3.0a0
   - xz >=5.2.6,<6.0a0
   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -7410,8 +6952,6 @@ packages:
   - xerces-c >=3.2.5,<3.3.0a0
   - xz >=5.2.6,<6.0a0
   - zstd >=1.5.5,<1.6.0a0
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -7461,8 +7001,6 @@ packages:
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   - xz >=5.2.6,<6.0a0
   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -7474,8 +7012,6 @@ packages:
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   - libgcc >=13
-  arch: x86_64
-  platform: linux
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   license_family: GPL
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@@ -7488,8 +7024,6 @@ packages:
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   - libintl 0.23.1 h493aca8_0
-  arch: arm64
-  platform: osx
   license: GPL-3.0-or-later
   license_family: GPL
   purls: []
@@ -7501,8 +7035,6 @@ packages:
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   - libintl 0.22.5 h5728263_3
-  arch: x86_64
-  platform: win
   license: GPL-3.0-or-later
   license_family: GPL
   purls: []
@@ -7515,8 +7047,6 @@ packages:
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   - libgcc >=13
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-  arch: x86_64
-  platform: linux
   license: GPL-3.0-or-later
   license_family: GPL
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@@ -7530,8 +7060,6 @@ packages:
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   - libintl 0.23.1 h493aca8_0
-  arch: arm64
-  platform: osx
   license: GPL-3.0-or-later
   license_family: GPL
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@@ -7544,8 +7072,6 @@ packages:
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   - libintl 0.22.5 h5728263_3
-  arch: x86_64
-  platform: win
   license: GPL-3.0-or-later
   license_family: GPL
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@@ -7558,8 +7084,6 @@ packages:
   - libgfortran5 14.2.0 hd5240d6_1
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   - libgfortran-ng ==14.2.0=*_1
-  arch: x86_64
-  platform: linux
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
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@@ -7570,8 +7094,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -7582,8 +7104,6 @@ packages:
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@@ -7596,8 +7116,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
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@@ -7610,8 +7128,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: GPL-3.0-only WITH GCC-exception-3.1
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@@ -7630,8 +7146,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-or-later
   purls: []
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@@ -7648,8 +7162,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -7668,8 +7180,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -7681,8 +7191,6 @@ packages:
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   constrains:
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-  arch: x86_64
-  platform: win
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
   purls: []
@@ -7703,8 +7211,6 @@ packages:
   - openssl >=3.1.4,<4.0a0
   constrains:
   - google-cloud-cpp 2.12.0 *_4
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -7725,8 +7231,6 @@ packages:
   - openssl >=3.1.4,<4.0a0
   constrains:
   - google-cloud-cpp 2.12.0 *_4
-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: Apache
   purls: []
@@ -7748,8 +7252,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: Apache
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@@ -7762,8 +7264,6 @@ packages:
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   - libgcc >=13
   - libstdcxx >=13
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-only
   license_family: GPL
   purls: []
@@ -7785,8 +7285,6 @@ packages:
   - re2
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-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: APACHE
   purls: []
@@ -7807,8 +7305,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: Apache-2.0
   license_family: APACHE
   purls: []
@@ -7830,8 +7326,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: Apache-2.0
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@@ -7845,8 +7339,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
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@@ -7861,8 +7353,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
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-  platform: linux
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   purls: []
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@@ -7882,8 +7370,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libiconv-1.17-h0d3ecfb_2.conda
   sha256: bc7de5097b97bcafcf7deaaed505f7ce02f648aac8eccc0d5a47cc599a1d0304
   md5: 69bda57310071cf6d2b86caf11573d2d
-  arch: arm64
-  platform: osx
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@@ -7895,8 +7381,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: LGPL-2.1-only
   purls: []
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@@ -7907,8 +7391,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: LGPL-2.1-or-later
   purls: []
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@@ -7918,8 +7400,6 @@ packages:
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-  arch: x86_64
-  platform: win
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   purls: []
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@@ -7931,8 +7411,6 @@ packages:
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   - libintl 0.23.1 h493aca8_0
-  arch: arm64
-  platform: osx
   license: LGPL-2.1-or-later
   purls: []
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@@ -7943,8 +7421,6 @@ packages:
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   - libintl 0.22.5 h5728263_3
-  arch: x86_64
-  platform: win
   license: LGPL-2.1-or-later
   purls: []
   size: 40746
@@ -7956,8 +7432,6 @@ packages:
   - libgcc-ng >=12
   constrains:
   - jpeg <0.0.0a
-  arch: x86_64
-  platform: linux
   license: IJG AND BSD-3-Clause AND Zlib
   purls: []
   size: 618575
@@ -7967,8 +7441,6 @@ packages:
   md5: 3ff1e053dc3a2b8e36b9bfa4256a58d1
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-  arch: arm64
-  platform: osx
   license: IJG AND BSD-3-Clause AND Zlib
   purls: []
   size: 547541
@@ -7982,8 +7454,6 @@ packages:
   - vc14_runtime >=14.29.30139
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-  arch: x86_64
-  platform: win
   license: IJG AND BSD-3-Clause AND Zlib
   purls: []
   size: 822966
@@ -7998,8 +7468,6 @@ packages:
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   - uriparser >=0.9.8,<1.0a0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8014,8 +7482,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - uriparser >=0.9.8,<1.0a0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
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@@ -8031,8 +7497,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8049,8 +7513,6 @@ packages:
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   - libcblas =3.9.0=29*_openblas
   - blas =2.129=openblas
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8066,8 +7528,6 @@ packages:
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   - blas =2.129=openblas
   - liblapacke =3.9.0=29*_openblas
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8084,8 +7544,6 @@ packages:
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   - libcblas =3.9.0=29*_mkl
   - blas =2.129=mkl
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
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@@ -8100,8 +7558,6 @@ packages:
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   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0 WITH LLVM-exception
   license_family: Apache
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@@ -8113,8 +7569,6 @@ packages:
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-  platform: linux
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   purls: []
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@@ -8137,8 +7589,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -8150,8 +7600,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: 0BSD
   purls: []
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@@ -8162,8 +7610,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -8176,8 +7622,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -8200,8 +7644,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -8225,8 +7667,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -8250,8 +7690,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: MIT
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@@ -8269,8 +7707,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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@@ -8287,8 +7723,6 @@ packages:
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-  arch: arm64
-  platform: osx
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@@ -8311,8 +7743,6 @@ packages:
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@@ -8325,8 +7755,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -8342,8 +7770,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
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@@ -8359,8 +7785,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
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@@ -8385,8 +7807,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: zlib-acknowledgement
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@@ -8397,8 +7817,6 @@ packages:
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   license: zlib-acknowledgement
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@@ -8411,8 +7829,6 @@ packages:
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-  arch: x86_64
-  platform: win
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@@ -8425,8 +7841,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: PostgreSQL
   purls: []
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@@ -8438,8 +7852,6 @@ packages:
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   license: PostgreSQL
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@@ -8453,8 +7865,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: PostgreSQL
   purls: []
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@@ -8468,8 +7878,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
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@@ -8483,8 +7891,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
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@@ -8500,8 +7906,6 @@ packages:
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   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8517,8 +7921,6 @@ packages:
   - libstdcxx-ng >=12
   constrains:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8533,8 +7935,6 @@ packages:
   - libcxx >=16
   constrains:
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-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8547,8 +7947,6 @@ packages:
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   - libgcc-ng >=12
   - libstdcxx-ng >=12
-  arch: x86_64
-  platform: linux
   license: GPL-2.0-or-later
   license_family: GPL
   purls: []
@@ -8561,8 +7959,6 @@ packages:
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   - geos >=3.12.1,<3.12.2.0a0
   - libcxx >=16.0.6
-  arch: arm64
-  platform: osx
   license: GPL-2.0-or-later
   license_family: GPL
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@@ -8576,8 +7972,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: GPL-2.0-or-later
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@@ -8595,8 +7989,6 @@ packages:
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   - libvorbis >=1.3.7,<1.4.0a0
   - mpg123 >=1.32.1,<1.33.0a0
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-or-later
   license_family: LGPL
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@@ -8609,8 +8001,6 @@ packages:
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   - libgcc >=13
   - libstdcxx >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
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@@ -8622,8 +8012,6 @@ packages:
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-  arch: arm64
-  platform: osx
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   license_family: MIT
   purls: []
@@ -8636,8 +8024,6 @@ packages:
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-  arch: x86_64
-  platform: win
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   license_family: MIT
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@@ -8659,8 +8045,6 @@ packages:
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   - sqlite
   - zlib
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-  platform: linux
   license: MPL-1.1
   license_family: MOZILLA
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@@ -8683,8 +8067,6 @@ packages:
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   - sqlite
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-  platform: osx
   license: MPL-1.1
   license_family: MOZILLA
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@@ -8707,8 +8089,6 @@ packages:
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   - zlib
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-  platform: win
   license: MPL-1.1
   license_family: MOZILLA
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@@ -8721,8 +8101,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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   purls: []
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@@ -8733,8 +8111,6 @@ packages:
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-  platform: osx
   license: Unlicense
   purls: []
   size: 852831
@@ -8746,8 +8122,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: Unlicense
   purls: []
   size: 897026
@@ -8760,8 +8134,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - openssl >=3.4.0,<4.0a0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
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@@ -8773,8 +8145,6 @@ packages:
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   - openssl >=3.4.0,<4.0a0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
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-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
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-  arch: x86_64
-  platform: linux
   license: GPL-3.0-only WITH GCC-exception-3.1
   license_family: GPL
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@@ -8813,8 +8179,6 @@ packages:
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-  arch: x86_64
-  platform: linux
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   license_family: GPL
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@@ -8831,8 +8195,6 @@ packages:
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   - xz >=5.2.6,<6.0a0
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-  arch: x86_64
-  platform: linux
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   purls: []
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@@ -8846,8 +8208,6 @@ packages:
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   - openssl >=3.1.3,<4.0a0
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: APACHE
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@@ -8861,8 +8221,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: Apache-2.0
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-  arch: x86_64
-  platform: win
   license: Apache-2.0
   license_family: APACHE
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@@ -8898,8 +8254,6 @@ packages:
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   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: linux
   license: HPND
   purls: []
   size: 283198
@@ -8916,8 +8270,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: HPND
   purls: []
   size: 246265
@@ -8935,8 +8287,6 @@ packages:
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   - zstd >=1.5.5,<1.6.0a0
-  arch: x86_64
-  platform: win
   license: HPND
   purls: []
   size: 787430
@@ -8947,8 +8297,6 @@ packages:
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   - libgcc >=13
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -8959,8 +8307,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -8973,8 +8319,6 @@ packages:
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -8985,8 +8329,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -8999,8 +8341,6 @@ packages:
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   - libogg >=1.3.4,<1.4.0a0
   - libstdcxx-ng >=9.3.0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9013,8 +8353,6 @@ packages:
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   - vc >=14.1,<15.0a0
   - vs2015_runtime >=14.16.27012
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9028,8 +8366,6 @@ packages:
   - libgcc >=13
   constrains:
   - libwebp 1.5.0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9042,8 +8378,6 @@ packages:
   - __osx >=11.0
   constrains:
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-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9058,8 +8392,6 @@ packages:
   - vc14_runtime >=14.29.30139
   constrains:
   - libwebp 1.5.0
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9073,8 +8405,6 @@ packages:
   constrains:
   - pthreads-win32 <0.0a0
   - msys2-conda-epoch <0.0a0
-  arch: x86_64
-  platform: win
   license: MIT AND BSD-3-Clause-Clear
   purls: []
   size: 35794
@@ -9087,8 +8417,6 @@ packages:
   - pthread-stubs
   - xorg-libxau
   - xorg-libxdmcp
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -9102,8 +8430,6 @@ packages:
   - pthread-stubs
   - xorg-libxau >=1.0.11,<2.0a0
   - xorg-libxdmcp
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -9119,8 +8445,6 @@ packages:
   - ucrt >=10.0.20348.0
   - xorg-libxau >=1.0.11,<2.0a0
   - xorg-libxdmcp
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -9131,8 +8455,6 @@ packages:
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   depends:
   - libgcc-ng >=12
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-or-later
   purls: []
   size: 100393
@@ -9147,8 +8469,6 @@ packages:
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   - xkeyboard-config
   - xorg-libxau >=1.0.11,<2.0a0
-  arch: x86_64
-  platform: linux
   license: MIT/X11 Derivative
   license_family: MIT
   purls: []
@@ -9164,8 +8484,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - xz >=5.2.6,<6.0a0
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -9180,8 +8498,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - xz >=5.2.6,<6.0a0
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -9196,8 +8512,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -9212,8 +8526,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - openssl >=3.3.2,<4.0a0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9227,8 +8539,6 @@ packages:
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   - libzlib >=1.3.1,<2.0a0
   - openssl >=3.3.2,<4.0a0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9244,8 +8554,6 @@ packages:
   - ucrt >=10.0.20348.0
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   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -9259,8 +8567,6 @@ packages:
   - libgcc >=13
   constrains:
   - zlib 1.3.1 *_2
-  arch: x86_64
-  platform: linux
   license: Zlib
   license_family: Other
   purls: []
@@ -9273,8 +8579,6 @@ packages:
   - __osx >=11.0
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   - zlib 1.3.1 *_2
-  arch: arm64
-  platform: osx
   license: Zlib
   license_family: Other
   purls: []
@@ -9289,8 +8593,6 @@ packages:
   - vc14_runtime >=14.29.30139
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   - zlib 1.3.1 *_2
-  arch: x86_64
-  platform: win
   license: Zlib
   license_family: Other
   purls: []
@@ -9303,8 +8605,6 @@ packages:
   - __glibc >=2.17,<3.0.a0
   constrains:
   - openmp 19.1.7|19.1.7.*
-  arch: x86_64
-  platform: linux
   license: Apache-2.0 WITH LLVM-exception
   license_family: APACHE
   purls: []
@@ -9317,8 +8617,6 @@ packages:
   - __osx >=11.0
   constrains:
   - openmp 19.1.7|19.1.7.*
-  arch: arm64
-  platform: osx
   license: Apache-2.0 WITH LLVM-exception
   license_family: APACHE
   purls: []
@@ -9344,8 +8642,6 @@ packages:
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   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -9361,8 +8657,6 @@ packages:
   - python >=3.9,<3.10.0a0
   - python >=3.9,<3.10.0a0 *_cpython
   - python_abi 3.9.* *_cp39
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -9379,8 +8673,6 @@ packages:
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-  arch: x86_64
-  platform: win
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   purls:
@@ -9393,8 +8685,6 @@ packages:
   depends:
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-  arch: x86_64
-  platform: linux
   license: BSD-2-Clause
   license_family: BSD
   purls: []
@@ -9405,8 +8695,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: BSD-2-Clause
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@@ -9419,8 +8707,6 @@ packages:
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   - vs2015_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: BSD-2-Clause
   license_family: BSD
   purls: []
@@ -9431,8 +8717,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: GPL-2.0-or-later
   license_family: GPL2
   purls: []
@@ -9441,8 +8725,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lzo-2.10-h93a5062_1001.conda
   sha256: b68160b0a8ec374cea12de7afb954ca47419cdc300358232e19cec666d60b929
   md5: 915996063a7380c652f83609e970c2a7
-  arch: arm64
-  platform: osx
   license: GPL-2.0-or-later
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   purls: []
@@ -9455,8 +8737,6 @@ packages:
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-  arch: x86_64
-  platform: win
   license: GPL-2.0-or-later
   license_family: GPL2
   purls: []
@@ -9488,8 +8768,6 @@ packages:
   - python_abi 3.9.* *_cp39
   constrains:
   - jinja2 >=3.0.0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -9506,8 +8784,6 @@ packages:
   - python_abi 3.9.* *_cp39
   constrains:
   - jinja2 >=3.0.0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls:
@@ -9525,8 +8801,6 @@ packages:
   - vc14_runtime >=14.29.30139
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   - jinja2 >=3.0.0
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
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   purls:
@@ -9542,8 +8816,6 @@ packages:
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
   - tornado >=5
-  arch: x86_64
-  platform: linux
   license: LicenseRef-PSF-2.0 and CC0-1.0
   license_family: PSF
   purls: []
@@ -9557,8 +8829,6 @@ packages:
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
   - tornado >=5
-  arch: arm64
-  platform: osx
   license: LicenseRef-PSF-2.0 and CC0-1.0
   license_family: PSF
   purls: []
@@ -9573,8 +8843,6 @@ packages:
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
   - tornado >=5
-  arch: x86_64
-  platform: win
   license: LicenseRef-PSF-2.0 and CC0-1.0
   license_family: PSF
   purls: []
@@ -9601,8 +8869,6 @@ packages:
   - python-dateutil >=2.7
   - python_abi 3.9.* *_cp39
   - tk >=8.6.12,<8.7.0a0
-  arch: x86_64
-  platform: linux
   license: LicenseRef-PSF-2.0 and CC0-1.0
   license_family: PSF
   purls:
@@ -9629,8 +8895,6 @@ packages:
   - python >=3.9,<3.10.0a0 *_cpython
   - python-dateutil >=2.7
   - python_abi 3.9.* *_cp39
-  arch: arm64
-  platform: osx
   license: LicenseRef-PSF-2.0 and CC0-1.0
   license_family: PSF
   purls:
@@ -9658,8 +8922,6 @@ packages:
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   - vc >=14.2,<15
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-  arch: x86_64
-  platform: win
   license: LicenseRef-PSF-2.0 and CC0-1.0
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@@ -9691,8 +8953,6 @@ packages:
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-  arch: x86_64
-  platform: linux
   license: Zlib
   license_family: Other
   purls: []
@@ -9710,8 +8970,6 @@ packages:
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-  arch: arm64
-  platform: osx
   license: Zlib
   license_family: Other
   purls: []
@@ -9728,8 +8986,6 @@ packages:
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   - zstd >=1.5.6,<1.6.0a0
-  arch: x86_64
-  platform: win
   license: Zlib
   license_family: Other
   purls: []
@@ -9743,8 +8999,6 @@ packages:
   - _openmp_mutex >=4.5
   - llvm-openmp >=19.1.2
   - tbb 2021.*
-  arch: x86_64
-  platform: linux
   license: LicenseRef-IntelSimplifiedSoftwareOct2022
   license_family: Proprietary
   purls: []
@@ -9756,8 +9010,6 @@ packages:
   depends:
   - intel-openmp 2024.*
   - tbb 2021.*
-  arch: x86_64
-  platform: win
   license: LicenseRef-IntelSimplifiedSoftwareOct2022
   license_family: Proprietary
   purls: []
@@ -9770,8 +9022,6 @@ packages:
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   - libgcc >=13
   - libstdcxx >=13
-  arch: x86_64
-  platform: linux
   license: LGPL-2.1-only
   license_family: LGPL
   purls: []
@@ -9786,8 +9036,6 @@ packages:
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   - python_abi 3.9.* *_cp39
-  arch: x86_64
-  platform: linux
   license: Apache-2.0
   license_family: Apache
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@@ -9803,8 +9051,6 @@ packages:
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@@ -9820,8 +9066,6 @@ packages:
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@@ -9846,8 +9090,6 @@ packages:
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@@ -9861,8 +9103,6 @@ packages:
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@@ -9872,8 +9112,6 @@ packages:
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@@ -9907,8 +9143,6 @@ packages:
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@@ -9937,8 +9169,6 @@ packages:
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@@ -9953,8 +9183,6 @@ packages:
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@@ -9973,8 +9201,6 @@ packages:
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@@ -9994,8 +9220,6 @@ packages:
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@@ -10016,8 +9240,6 @@ packages:
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@@ -10033,8 +9255,6 @@ packages:
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@@ -10079,8 +9295,6 @@ packages:
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@@ -10092,8 +9306,6 @@ packages:
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@@ -10143,8 +9351,6 @@ packages:
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@@ -10162,8 +9368,6 @@ packages:
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@@ -10192,8 +9396,6 @@ packages:
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@@ -10211,8 +9413,6 @@ packages:
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@@ -10231,8 +9431,6 @@ packages:
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@@ -10291,8 +9489,6 @@ packages:
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@@ -10304,8 +9500,6 @@ packages:
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@@ -10320,8 +9514,6 @@ packages:
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@@ -10365,8 +9557,6 @@ packages:
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@@ -10389,8 +9579,6 @@ packages:
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@@ -10520,8 +9700,6 @@ packages:
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@@ -10549,8 +9727,6 @@ packages:
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@@ -10623,8 +9795,6 @@ packages:
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@@ -10659,8 +9827,6 @@ packages:
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@@ -10678,8 +9844,6 @@ packages:
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@@ -10698,8 +9862,6 @@ packages:
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@@ -10737,8 +9899,6 @@ packages:
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@@ -10753,8 +9913,6 @@ packages:
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@@ -10872,8 +10020,6 @@ packages:
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   depends:
   - libgcc-ng >=9.4.0
-  arch: x86_64
-  platform: linux
   license: MIT
   license_family: MIT
   purls: []
@@ -13159,8 +12081,6 @@ packages:
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/yaml-0.2.5-h3422bc3_2.tar.bz2
   sha256: 93181a04ba8cfecfdfb162fc958436d868cc37db504c58078eab4c1a3e57fbb7
   md5: 4bb3f014845110883a3c5ee811fd84b4
-  arch: arm64
-  platform: osx
   license: MIT
   license_family: MIT
   purls: []
@@ -13172,8 +12092,6 @@ packages:
   depends:
   - vc >=14.1,<15.0a0
   - vs2015_runtime >=14.16.27012
-  arch: x86_64
-  platform: win
   license: MIT
   license_family: MIT
   purls: []
@@ -13208,8 +12126,6 @@ packages:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
   - libzlib 1.3.1 hb9d3cd8_2
-  arch: x86_64
-  platform: linux
   license: Zlib
   license_family: Other
   purls: []
@@ -13221,8 +12137,6 @@ packages:
   depends:
   - __osx >=11.0
   - libzlib 1.3.1 h8359307_2
-  arch: arm64
-  platform: osx
   license: Zlib
   license_family: Other
   purls: []
@@ -13236,8 +12150,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: Zlib
   license_family: Other
   purls: []
@@ -13250,8 +12162,6 @@ packages:
   - libgcc-ng >=12
   - libstdcxx-ng >=12
   - libzlib >=1.2.13,<2.0.0a0
-  arch: x86_64
-  platform: linux
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -13263,8 +12173,6 @@ packages:
   depends:
   - __osx >=11.0
   - libzlib >=1.2.13,<2.0.0a0
-  arch: arm64
-  platform: osx
   license: BSD-3-Clause
   license_family: BSD
   purls: []
@@ -13278,8 +12186,6 @@ packages:
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
-  arch: x86_64
-  platform: win
   license: BSD-3-Clause
   license_family: BSD
   purls: []
diff --git a/pyproject.toml b/pyproject.toml
index 71b4395..2a74b60 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,3 +49,78 @@ sphinx = "==7.3.7"
 
 [tool.pixi.feature.test.dependencies]
 pytest = "~=7.4.0"
+
+[tool.ruff]
+line-length = 79
+extend-exclude = [
+  "fied/energy/IEDB/ag_total.py",
+  "fied/energy/IEDB/county_energy_nonmfg.py",
+  "fied/energy/IEDB/mining_total.py",
+  ]
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+
+[tool.ruff.lint]
+preview = true
+select = [
+  # "A", # flake8-builtins
+  # "B", # flake8-bugbear
+  "ARG", # flake8-unused-arguments
+  "BLE", # flake8-blind-except
+  # "C4", # flake8-comprehensions
+  # "C90", # mccabe
+  "COM", # flake8-commas
+  # "D", # pydocstyle
+  # "E", # pycodestyle
+  # "EM", # flake8-errmsg
+  # "F", # Pyflakes
+  # "FURB", # refurb
+  "FLY", #  flynt
+  # "G", # flake8-logging-format
+  "I", # isort
+  # "INP", # flake8-no-pep420
+  # "ISC", # flake8-implicit-str-concat
+  # "LOG", # flake8-logging
+  "N", # pep8-naming
+  "NPY", # numpy-specific
+  # "PD", # pandas-vet
+  # "PERF", # Perflint
+  # "PIE", # flake8-pie
+  # "PL", # Pylint
+  # "PTH", # flake8-use-pathlib
+  "PYI", # flake8-pyi
+  # "Q", # flake8-quotes
+  # "RET", # flake8-return
+  "RSE", # flake8-raise
+  # "RUF", # Ruff-specific rules
+  # "S", # flake8-bandit
+  "SLF", # flake8-self
+  # "SIM", # flake8-simplify
+  "TID", # flake8-tidy-imports (absolute imports)
+  # "TRY", # tryceratops
+  # "UP", # pyupgrade
+  # "W", # Warning
+]
+ignore = [
+  "ARG001", # unused function argument
+  "ARG002", # unused method argument
+  "COM812", # missing-trailing-comma (incompatible with formatter)
+  "I001", # isort: imports are incorrectly sorted
+  "N801", # class name should use CapWords convention
+  "N802", # function name should be lowercase
+  "N803", # argument name should be lowercase
+  "N806", # variable in function should be lowercase
+  "N815", # mixedCase variable in class scope
+  "N816", # mixedCase variable in global scope
+  "N999", # invalid module name
+]
+
+[tool.ruff.lint.pycodestyle]
+max-doc-length = 72
+
+[tool.ruff.lint.pydocstyle]
+convention = "numpy"
+
+[tool.ruff.lint.per-file-ignores]