diff --git a/conda-lock.default.yml b/conda-lock.default.yml
index c576c56..973a190 100644
--- a/conda-lock.default.yml
+++ b/conda-lock.default.yml
@@ -14,17 +14,19 @@ version: 1
 metadata:
   content_hash:
     osx-arm64: 53161fd1835b7e6a714ae71c9cfee3314b5f365b52813193f9fd2560b334ae95
-    linux-64: 89a022a707b192927991b98e84b96932ac0c45c65f1e048c678cbfbf9a9ab297
+    linux-64: af8a2dbdbbae093220b6e6a0f5a21a92ebf0a6cc7ee6563c48c065bac5b604a1
+    linux-aarch64: 31f8b7215e39dd6d39d3ea738b80418b566338429c83de730d190b4a065ccc57
   channels:
   - url: defaults
     used_env_vars: []
   platforms:
   - linux-64
+  - linux-aarch64
   - osx-arm64
   sources:
   - environment.yml
   time_metadata:
-    created_at: '2025-10-23T15:00:40Z'
+    created_at: '2026-03-12T21:28:22Z'
 package:
 - name: _libgcc_mutex
   version: '0.1'
@@ -37,6 +39,17 @@ package:
     sha256: 476626712f60e5ef0fe04c354727152b1ee5285d57ccd3575c7be930122bd051
   category: main
   optional: false
+- name: _libgcc_mutex
+  version: '0.1'
+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/_libgcc_mutex-0.1-main.conda
+  hash:
+    md5: b272288d02db5520249ca7870c2287b4
+    sha256: 41e43dedb2e5805d15b60d0e337f625c6308b49ec94e1c7a2b34a62257ab850f
+  category: main
+  optional: false
 - name: _openmp_mutex
   version: '5.1'
   manager: conda
@@ -50,30 +63,80 @@ package:
     sha256: 576011048d23f2e03372263493c5529f802286ff53e8426df99a5b11cc2572f3
   category: main
   optional: false
+- name: _openmp_mutex
+  version: '5.1'
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    _libgcc_mutex: '0.1'
+    libgomp: '>=7.5.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/_openmp_mutex-5.1-51_gnu.conda
+  hash:
+    md5: 66329dd81c60123e0d7c4c39b7ee7afe
+    sha256: 70892a5efb5803b565ba889b5479b6e866a0fabce3a7d2f648e494a9e7bff49b
+  category: main
+  optional: false
+- name: libgcc
+  version: 15.2.0
+  manager: conda
+  platform: linux-64
+  dependencies:
+    __glibc: '>=2.28,<3.0.a0'
+    _openmp_mutex: '>=4.5'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libgcc-15.2.0-h69a1729_7.conda
+  hash:
+    md5: 01fb1b8725fc7f66312b9d409758917a
+    sha256: baf9d8d16e2a8ae7a4d1b80f2c1a932deaca1a87c677a370f6ab4688482db47b
+  category: main
+  optional: false
 - name: libgcc-ng
-  version: 11.2.0
+  version: 15.2.0
   manager: conda
   platform: linux-64
   dependencies:
-    __glibc: '>=2.17'
+    _libgcc_mutex: '*'
+    libgcc: 15.2.0
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libgcc-ng-15.2.0-h166f726_7.conda
+  hash:
+    md5: 2783efb2502b9caa7f08e25fd54df899
+    sha256: 3a3678f17a8916777d03b83f19f673107b4a9bf55366234dcfa42edbd5173123
+  category: main
+  optional: false
+- name: libgcc-ng
+  version: 11.2.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
     _libgcc_mutex: '*'
     _openmp_mutex: ''
-  url: https://repo.anaconda.com/pkgs/main/linux-64/libgcc-ng-11.2.0-h1234567_1.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libgcc-ng-11.2.0-h1234567_1.conda
   hash:
-    md5: a87728dabf3151fb9cfa990bd2eb0464
-    sha256: cdcce11f1c6ca57ba686ab92f3a5c122efe1e0630e00c6ad275624ce79008aa7
+    md5: 067214d7ddc39f6922b9e29be83fe8f9
+    sha256: 7993425b8983b291c8202af70a76d8cba947a2699930ec4c098e579775e1aa24
   category: main
   optional: false
 - name: libgomp
-  version: 11.2.0
+  version: 15.2.0
   manager: conda
   platform: linux-64
+  dependencies:
+    __glibc: '>=2.28,<3.0.a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libgomp-15.2.0-h4751f2c_7.conda
+  hash:
+    md5: 82025ed6da944bd419d42d9b1ff116aa
+    sha256: 835e44371812c91563a00dec8bc98c460f8b9f33f50543244bc8774c446a2172
+  category: main
+  optional: false
+- name: libgomp
+  version: 11.2.0
+  manager: conda
+  platform: linux-aarch64
   dependencies:
     _libgcc_mutex: '0.1'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/libgomp-11.2.0-h1234567_1.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libgomp-11.2.0-h1234567_1.conda
   hash:
-    md5: b372c0eea9b60732fdae4b817a63c8cd
-    sha256: a1c6e599df45e116af81c36ec4c9efb1793fa3a0b854dd90dd6c8813cd476e90
+    md5: e3d856b632d874d38bfad1083d547271
+    sha256: f4e31d184af147504354f12f18f6d22f2d3483a6eed6f9e46833c98f52870ed9
   category: main
   optional: false
 - name: make
@@ -88,6 +151,18 @@ package:
     sha256: 366c7133c9b595f5862ef22b0af952e74550e8eeded4b18ea5eb35f8c2ba01a1
   category: main
   optional: false
+- name: make
+  version: 4.2.1
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=10.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/make-4.2.1-hfd63f10_1.conda
+  hash:
+    md5: e53a77d603b29bd76f22d180b5fc2540
+    sha256: 94b5ab1ceb72289f2821f664dce9d433c3530fe9369a738840738af097e318ba
+  category: main
+  optional: false
 - name: make
   version: '4.3'
   manager: conda
diff --git a/conda-lock.dev.yml b/conda-lock.dev.yml
index 6d43f07..57418f5 100644
--- a/conda-lock.dev.yml
+++ b/conda-lock.dev.yml
@@ -13,13 +13,15 @@
 version: 1
 metadata:
   content_hash:
-    osx-arm64: 28162ce1aa93d1627d6ced7c08925a8e4030c276ec64b4fc3085b61088673157
-    linux-64: 9a2e5917900c23d8a23509bb614e4c7bfbae1d1c7bf238427d59ec9cd362e4af
+    osx-arm64: bcaefacc510bb5727f852fd57b4f3ad86722d3a5ce199f433a683ba4eee1ebc4
+    linux-64: 597b1ef9c8bc2d4dd0bc91dabf49533e727f6d6ad5e5b407b1c6ca7a68ea059f
+    linux-aarch64: 8bca95b50705ad50c341fcb5480aa1afed2815cb4bf68eb02623849c3a4be3e2
   channels:
   - url: defaults
     used_env_vars: []
   platforms:
   - linux-64
+  - linux-aarch64
   - osx-arm64
   sources:
   - py312_environment.yml
@@ -27,7 +29,7 @@ metadata:
   - devtools_environment.yml
   - mlir21_environment.yml
   time_metadata:
-    created_at: '2026-01-15T16:06:20Z'
+    created_at: '2026-03-13T15:09:25Z'
 package:
 - name: _libgcc_mutex
   version: '0.1'
@@ -40,6 +42,17 @@ package:
     sha256: 476626712f60e5ef0fe04c354727152b1ee5285d57ccd3575c7be930122bd051
   category: main
   optional: false
+- name: _libgcc_mutex
+  version: '0.1'
+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/_libgcc_mutex-0.1-main.conda
+  hash:
+    md5: b272288d02db5520249ca7870c2287b4
+    sha256: 41e43dedb2e5805d15b60d0e337f625c6308b49ec94e1c7a2b34a62257ab850f
+  category: main
+  optional: false
 - name: _openmp_mutex
   version: '5.1'
   manager: conda
@@ -53,6 +66,19 @@ package:
     sha256: 576011048d23f2e03372263493c5529f802286ff53e8426df99a5b11cc2572f3
   category: main
   optional: false
+- name: _openmp_mutex
+  version: '5.1'
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    _libgcc_mutex: '0.1'
+    libgomp: '>=7.5.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/_openmp_mutex-5.1-51_gnu.conda
+  hash:
+    md5: 66329dd81c60123e0d7c4c39b7ee7afe
+    sha256: 70892a5efb5803b565ba889b5479b6e866a0fabce3a7d2f648e494a9e7bff49b
+  category: main
+  optional: false
 - name: adwaita-icon-theme
   version: '48.0'
   manager: conda
@@ -66,34 +92,59 @@ package:
     sha256: 273074e2a5ba02e283617bbe95ecf5590ca29fb1ba89ad87985e2cefc3ce8e8c
   category: main
   optional: false
+- name: adwaita-icon-theme
+  version: '48.0'
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    hicolor-icon-theme: ''
+    librsvg: ''
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/adwaita-icon-theme-48.0-hd43f75c_0.conda
+  hash:
+    md5: 517f2d2abfe9b834ed5d45ad6e64c67f
+    sha256: c339ffeefcb54181644bb41015f0309d3bb282b8622612144fe1c31cef036fa7
+  category: main
+  optional: false
 - name: anyio
-  version: 4.10.0
+  version: 4.12.1
   manager: conda
   platform: linux-64
   dependencies:
     idna: '>=2.8'
     python: '>=3.12,<3.13.0a0'
-    sniffio: '>=1.1'
     typing_extensions: '>=4.5'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/anyio-4.10.0-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/anyio-4.12.1-py312h06a4308_0.conda
+  hash:
+    md5: 484cc52f8af5134526ca1d553c458110
+    sha256: 23bb99d5b85609b9d356cae113163d746e9d4b5bdf32113455358f2f2d209c54
+  category: main
+  optional: false
+- name: anyio
+  version: 4.12.1
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    idna: '>=2.8'
+    python: '>=3.12,<3.13.0a0'
+    typing_extensions: '>=4.5'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/anyio-4.12.1-py312hd43f75c_0.conda
   hash:
-    md5: dc1f2dc04e8911692968c8d9ee4c387d
-    sha256: c1fd37032eb1de3307a2f61566850e6ccf93ecc8b43be9af52c33926b9992a7e
+    md5: feaec5e6ed242430484b280931deed01
+    sha256: fbb43e07ad815687604664aa4dc0f34baf68372e1fd7358f9877397fe6789dbd
   category: main
   optional: false
 - name: anyio
-  version: 4.10.0
+  version: 4.12.1
   manager: conda
   platform: osx-arm64
   dependencies:
     idna: '>=2.8'
     python: '>=3.12,<3.13.0a0'
-    sniffio: '>=1.1'
     typing_extensions: '>=4.5'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/anyio-4.10.0-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/anyio-4.12.1-py312hca03da5_0.conda
   hash:
-    md5: 7801488f706edc5c3a73073fc9a69a48
-    sha256: 8d5396108b5cf25c8e9eb28493590bd747bbdaaed54eea65019521d6b7640839
+    md5: fe574e205db1cc32368741c3eef28c6d
+    sha256: 8a88b91a3f07a0b8c966805fe78ce378e77431c42aea9603de1f3a77a79754c5
   category: main
   optional: false
 - name: appnope
@@ -121,6 +172,19 @@ package:
     sha256: dcf294e6b12ef6c7601a29de13966154f27968176a153b68b91bc2a8b9feaadc
   category: main
   optional: false
+- name: argon2-cffi
+  version: 25.1.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    argon2-cffi-bindings: ''
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/argon2-cffi-25.1.0-py312hd43f75c_0.conda
+  hash:
+    md5: 70adc941d431ecb6035a37349375dada
+    sha256: 9c2a60bd9e82a63e96466d78d1f6747b1a06034948f369934fdce73cbc0f6265
+  category: main
+  optional: false
 - name: argon2-cffi
   version: 25.1.0
   manager: conda
@@ -149,6 +213,20 @@ package:
     sha256: ea461cec47b58e29ce616678494e86c63999409e4f34fb3851784a1b8b024393
   category: main
   optional: false
+- name: argon2-cffi-bindings
+  version: 21.2.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    cffi: '>=1.0.1'
+    libgcc-ng: '>=11.2.0'
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/argon2-cffi-bindings-21.2.0-py312h998d150_1.conda
+  hash:
+    md5: 891a4deef142083aed1862bc199e8f89
+    sha256: 05e5628d64b67305710ca082c1cb6c1475eaafcac472023c188528274afc4963
+  category: main
+  optional: false
 - name: argon2-cffi-bindings
   version: 25.1.0
   manager: conda
@@ -164,27 +242,39 @@ package:
   category: main
   optional: false
 - name: asttokens
-  version: 3.0.0
+  version: 3.0.1
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.12,<3.13.0a0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/asttokens-3.0.0-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/asttokens-3.0.1-py312h06a4308_0.conda
+  hash:
+    md5: 71d7746e0a8dd3215443d7053f4e2950
+    sha256: 72a24f1373305079f5222c1ac4bf2ab14f61aac89c415b4ea1e8c8edac4ada6a
+  category: main
+  optional: false
+- name: asttokens
+  version: 3.0.1
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/asttokens-3.0.1-py312hd43f75c_0.conda
   hash:
-    md5: 9ad93467c7599bedd6ad2c1b306ab37b
-    sha256: b91f9e7a14a6335a468bb83e7c1da4791c26d4922fc5d6624f5927a5b28a06bf
+    md5: d9e0eb5d13cbbda74a892b0d95607e2e
+    sha256: 1d3bea7f23d03a658d7e4e7887ff092cb5a6c10dcde6aa53e0ffc8f97e9e0929
   category: main
   optional: false
 - name: asttokens
-  version: 3.0.0
+  version: 3.0.1
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.12,<3.13.0a0'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/asttokens-3.0.0-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/asttokens-3.0.1-py312hca03da5_0.conda
   hash:
-    md5: 8c6e8b8984bd8d00a590ef6cc15a3f7e
-    sha256: 15e4ffbe59f19f114e658f85fe85014fad529517a5227dc2831ca93d6bf8c00a
+    md5: c4a58a01b68229a9e0c09197d45d52e2
+    sha256: f88288009435ad90f56b6fb000ee65000ef2da6df1d9cf21a900e8a433fa9120
   category: main
   optional: false
 - name: async-lru
@@ -199,6 +289,18 @@ package:
     sha256: c8413458e65cc6eaf9dd9fa50b4b7637b17fb347d662cbd5aecfca0df823b0c5
   category: main
   optional: false
+- name: async-lru
+  version: 2.0.5
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/async-lru-2.0.5-py312hd43f75c_0.conda
+  hash:
+    md5: 14451be15fc7b4b716889c23ba10f94e
+    sha256: 94f75baee1401e632c72f83447c4d4fd98500ca5072106fa7b86baf4c3431d8e
+  category: main
+  optional: false
 - name: async-lru
   version: 2.0.5
   manager: conda
@@ -227,6 +329,22 @@ package:
     sha256: 642bc409dcfc3f88fcda567529a34bce899e8ed2cb26e211077d58b9854161af
   category: main
   optional: false
+- name: at-spi2-atk
+  version: 2.34.2
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    at-spi2-core: '>=2.36.0,<2.37.0a0'
+    atk-1.0: '>=2.36.0'
+    dbus: '>=1.13.18,<2.0a0'
+    libgcc-ng: '>=11.2.0'
+    libglib: '>=2.78.4,<3.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/at-spi2-atk-2.34.2-hc9b0bad_1.conda
+  hash:
+    md5: 444b49a95ab1bb7e23f4b2ea0a144daa
+    sha256: d76bcd15466c11cf43b248eb76f2fd9f4893a08981ca62496de7933fe9a2d326
+  category: main
+  optional: false
 - name: at-spi2-core
   version: 2.36.0
   manager: conda
@@ -245,19 +363,52 @@ package:
     sha256: 945a831fbe127c51492dcffe1ab8719bbff816bf3056ab5d7c6475f327fdfbc5
   category: main
   optional: false
-- name: atk-1.0
+- name: at-spi2-core
   version: 2.36.0
   manager: conda
+  platform: linux-aarch64
+  dependencies:
+    dbus: '>=1.13.18,<2.0a0'
+    gettext: ''
+    glib: ''
+    libgcc-ng: '>=11.2.0'
+    libglib: '>=2.78.4,<3.0a0'
+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-libxtst: '>=1.2.5,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/at-spi2-core-2.36.0-hc0fda5b_2.conda
+  hash:
+    md5: 282b60aab591559e56bddbadf4eb8dd9
+    sha256: 4b06f28c5a45ea7d855aba77efb36d5e1f858c3f521c3a214cf9322d9dd18db8
+  category: main
+  optional: false
+- name: atk-1.0
+  version: 2.38.0
+  manager: conda
   platform: linux-64
   dependencies:
-    glib: '>=2.69.1,<3.0a0'
+    __glibc: '>=2.28,<3.0.a0'
+    glib: ''
+    libgcc: '>=14'
+    libglib: '>=2.84.4,<3.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/atk-1.0-2.38.0-he149ff8_0.conda
+  hash:
+    md5: 3822e3f439b6afe78fa286bea5f34bce
+    sha256: 5a86ffb2d5e9cdfdfd4b55d27952cdc99900afb401dd667bd0f1476a9ec8f9e7
+  category: main
+  optional: false
+- name: atk-1.0
+  version: 2.36.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    glib: '>=2.68.1,<3.0a0'
     gobject-introspection: 1.*
-    libgcc-ng: '>=7.5.0'
+    libgcc-ng: '>=10.2.0'
     ninja: ''
-  url: https://repo.anaconda.com/pkgs/main/linux-64/atk-1.0-2.36.0-ha1a6a79_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/atk-1.0-2.36.0-h920789f_0.conda
   hash:
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   category: main
   optional: false
+- name: attrs
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/attrs-25.4.0-py312hd43f75c_2.conda
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   category: main
   optional: false
+- name: babel
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/babel-2.17.0-py312hd43f75c_0.conda
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 - name: babel
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   manager: conda
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   optional: false
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+  version: 4.14.3
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   platform: linux-64
   dependencies:
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     soupsieve: '>1.2'
     typing-extensions: '>=4.0.0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/beautifulsoup4-4.14.2-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/beautifulsoup4-4.14.3-py312h06a4308_0.conda
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+    sha256: 67ed03e81f607c4142d3be0af207f58fc23e7ce9fe29fd82cf2e57f625790cc4
+  category: main
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+    soupsieve: '>1.2'
+    typing-extensions: '>=4.0.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/beautifulsoup4-4.14.3-py312hd43f75c_0.conda
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     soupsieve: '>1.2'
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/beautifulsoup4-4.14.2-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/beautifulsoup4-4.14.3-py312hca03da5_0.conda
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+    sha256: dac63a7205e1dee6dd825d07abcdeb42aa54fa118dc1341cff9433aa57809c4f
+  category: main
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+  manager: conda
+  platform: linux-64
+  dependencies:
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+    sysroot_linux-64: ''
+  url: https://repo.anaconda.com/pkgs/main/linux-64/binutils_impl_linux-64-2.44-h78f17ca_3.conda
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+  manager: conda
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+    libstdcxx-ng: '>=4.9'
+    sysroot_linux-aarch64: ''
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/binutils_impl_linux-aarch64-2.40-h4fb32a3_0.conda
   hash:
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     mypy_extensions: '>=0.4.3'
     packaging: '>=22.0'
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     python: '>=3.12,<3.13.0a0'
     pytokens: '>=0.3.0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/black-25.11.0-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/black-26.1.0-py312h06a4308_0.conda
   hash:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/black-26.1.0-py312hd43f75c_0.conda
+  hash:
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+    sha256: 61316b79680664cb87bde256e8433f4361280ed66352d09c927c16f3c0eafbfb
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   manager: conda
   platform: osx-arm64
   dependencies:
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     mypy_extensions: '>=0.4.3'
     packaging: '>=22.0'
-    pathspec: '>=0.9.0'
+    pathspec: '>=1.0.0'
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     python: '>=3.12,<3.13.0a0'
     pytokens: '>=0.3.0'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/black-25.11.0-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/black-26.1.0-py312hca03da5_0.conda
   hash:
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     sha256: c85b5d0a336b5be0f415c71fd7fe2eca59e09f42221bfa684aafef5510ba5487
   category: main
   optional: false
+- name: blas
+  version: '1.0'
+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/blas-1.0-openblas.conda
+  hash:
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+    sha256: 571b133975675755788d7f5589d94531fa2907fc3d2b030415f259625bd16216
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+  optional: false
 - name: blas
   version: '1.0'
   manager: conda
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     sha256: 1d88022ad4f8d489fa3396ba45df1f391cb45aa20d0c63f5e9236987eab4f935
   category: main
   optional: false
+- name: bleach
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    html5lib: '1.1'
+    python: '>=3.12,<3.13.0a0'
+    webencodings: ''
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/bleach-6.3.0-py312hd43f75c_0.conda
+  hash:
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+    sha256: 089207ed6be613c172c3e6abd0eb206cd3b6987c0d44b3754c9eb7ca305b7d42
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 - name: bleach
   version: 6.3.0
   manager: conda
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     sha256: 15866471f17817fbbffb1924c2316316d77ff8eb5556e5273b3c072ac996ed19
   category: main
   optional: false
+- name: brotlicffi
+  version: 1.0.9.2
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    libgcc-ng: '>=11.2.0'
+    libstdcxx-ng: '>=11.2.0'
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/brotlicffi-1.0.9.2-py312h419075a_1.conda
+  hash:
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+    sha256: 5c55df495c282b9279a1123f3cf57ad096aef2f5cd41a6d39fb3417c767f097d
+  category: main
+  optional: false
 - name: brotlicffi
   version: 1.2.0.0
   manager: conda
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   category: main
   optional: false
+- name: bzip2
+  version: 1.0.8
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/bzip2-1.0.8-h998d150_6.conda
+  hash:
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+    sha256: ce168a001a8243588f8b127c40b866abcdd932733f0ab430cbf66dafbea297be
+  category: main
+  optional: false
 - name: bzip2
   version: 1.0.8
   manager: conda
@@ -477,30 +763,43 @@ package:
   category: main
   optional: false
 - name: c-ares
-  version: 1.34.5
+  version: 1.34.6
   manager: conda
   platform: linux-64
   dependencies:
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+    __glibc: '>=2.28,<3.0.a0'
+    libgcc: '>=14'
+    libstdcxx: '>=14'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/c-ares-1.34.6-hd44998d_0.conda
+  hash:
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+    sha256: a5bdd98c8c2ef2bbe52b0fb018ddda3e62f91b2f96089e66e903052e1e91498e
+  category: main
+  optional: false
+- name: c-ares
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
     libgcc-ng: '>=11.2.0'
     libstdcxx-ng: '>=11.2.0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/c-ares-1.34.5-hef5626c_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/c-ares-1.34.5-ha6cfe40_0.conda
   hash:
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+    sha256: 25afc66be6d6ca151d016122516b2ca0455c51b32c727d504e808eacb1e6197a
   category: main
   optional: false
 - name: c-ares
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+  version: 1.34.6
   manager: conda
   platform: osx-arm64
   dependencies:
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-    libcxx: '>=14.0.6'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/c-ares-1.34.5-h2ca31fc_0.conda
+    __osx: '>=12.1'
+    libcxx: '>=20'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/c-ares-1.34.6-hfe05a68_0.conda
   hash:
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-    sha256: e39c0082b2546683a88b2fed0cedfbded0cfee15786ff2157b499efd8def3199
+    md5: ceb5c473b56eb1b79fd079f6b0d029df
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   category: main
   optional: false
 - name: ca-certificates
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     sha256: 0c11f114b16e3b392f9e23f62ed6e48df81e1faec9bd036459edf7009bd819ac
   category: main
   optional: false
+- name: ca-certificates
+  version: 2025.12.2
+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/ca-certificates-2025.12.2-hd43f75c_0.conda
+  hash:
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+    sha256: c038da1e61ee10221bfeda44705ae8123988816884964565d9f8e6a203dcc4d2
+  category: main
+  optional: false
 - name: ca-certificates
   version: 2025.12.2
   manager: conda
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     sha256: 7a03277064ec986813b979f1e7af41ac23fbc36f02cff7c295383185ab255896
   category: main
   optional: false
+- name: cairo
+  version: 1.18.4
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    freetype: '>=2.13.3,<3.0a0'
+    libgcc-ng: '>=11.2.0'
+    libglib: '>=2.84.2,<3.0a0'
+    libpng: '>=1.6.39,<1.7.0a0'
+    libxcb: '>=1.17.0,<2.0a0'
+    pixman: '>=0.46.4,<1.0a0'
+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-libxext: '>=1.3.6,<2.0a0'
+    xorg-libxrender: '>=0.9.12,<0.10.0a0'
+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/cairo-1.18.4-hd97bfd3_0.conda
+  hash:
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+    sha256: de583dc95015066e7236d2c0f2f55e5d50fcb35bf2ef3aaac922c2b679337b7c
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 - name: cairo
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   manager: conda
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     sha256: b3b1d167da19afc2f6a438f0d336afa262ec2bf890d236e1e85f47c40dfa6b28
   category: main
   optional: false
+- name: certifi
+  version: 2026.01.04
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/certifi-2026.01.04-py312hd43f75c_0.conda
+  hash:
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+    sha256: 842945d366ac284f218edb835bc5674cf8874bea5944d12e23eac3e4b4af1e0e
+  category: main
+  optional: false
 - name: certifi
   version: 2026.01.04
   manager: conda
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   category: main
   optional: false
+- name: cffi
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    libgcc-ng: '>=11.2.0'
+    pycparser: ''
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/cffi-1.17.1-py312hcb1262d_1.conda
+  hash:
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+  optional: false
 - name: cffi
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   manager: conda
@@ -636,15 +995,120 @@ package:
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   version: 3.4.4
   manager: conda
-  platform: osx-arm64
+  platform: linux-aarch64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/charset-normalizer-3.4.4-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/charset-normalizer-3.4.4-py312hd43f75c_0.conda
   hash:
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+  optional: false
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/charset-normalizer-3.4.4-py312hca03da5_0.conda
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     sha256: 598e83349b12144ced95cb3d9295f1d06a708feb097656a69c91278dbc630ded
   category: main
   optional: false
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+  manager: conda
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+    libgcc-devel_linux-64: ''
+    libllvm21: '>=21.1.8,<21.2.0a0'
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/clang-21.1.8-hfbc7b22_0.conda
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+  manager: conda
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+    clang-20: 20.1.8
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/clang-20.1.8-h1054430_0.conda
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+    libllvm21: '>=21.1.8,<21.2.0a0'
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/cloudpickle-3.1.2-py312hd43f75c_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/comm-0.2.3-py312hd43f75c_0.conda
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   category: main
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+    libstdcxx-ng: '>=11.2.0'
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/debugpy-1.8.11-py312h419075a_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/decorator-5.2.1-py312hd43f75c_0.conda
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   category: main
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+  manager: conda
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/noarch/defusedxml-0.7.1-pyhd3eb1b0_0.conda
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+  version: 1.5.10
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/epoxy-1.5.4-h7f8727e_2.conda
+    __glibc: '>=2.28,<3.0.a0'
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+    xorg-libxxf86vm: '>=1.1.6,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/epoxy-1.5.10-h1d90447_0.conda
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     libstdcxx: '>=14'
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/expat-2.7.4-h7354ed3_0.conda
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     libcxx: '>=20'
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+    libexpat: 2.7.4
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   category: main
   optional: false
+- name: font-ttf-dejavu-sans-mono
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+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/noarch/font-ttf-dejavu-sans-mono-2.37-hd3eb1b0_0.conda
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 - name: font-ttf-dejavu-sans-mono
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   category: main
   optional: false
+- name: font-ttf-inconsolata
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+  manager: conda
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/noarch/font-ttf-inconsolata-2.001-hcb22688_0.conda
+  hash:
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 - name: font-ttf-inconsolata
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   category: main
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+- name: font-ttf-source-code-pro
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+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/noarch/font-ttf-source-code-pro-2.030-hd3eb1b0_0.conda
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 - name: font-ttf-source-code-pro
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   category: main
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+- name: font-ttf-ubuntu
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+  platform: linux-aarch64
+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/noarch/font-ttf-ubuntu-0.83-h8b1ccd4_0.conda
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 - name: font-ttf-ubuntu
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   category: main
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+    freetype: '>=2.10.4,<3.0a0'
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/fontconfig-2.14.1-h881afe3_3.conda
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   category: main
   optional: false
+- name: fonts-anaconda
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+  platform: linux-aarch64
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+    font-ttf-inconsolata: ''
+    font-ttf-source-code-pro: ''
+    font-ttf-ubuntu: ''
+  url: https://repo.anaconda.com/pkgs/main/noarch/fonts-anaconda-1-h8fa9717_0.conda
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 - name: fonts-anaconda
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   category: main
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+- name: fonts-conda-ecosystem
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/noarch/fonts-conda-ecosystem-1-hd3eb1b0_0.conda
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 - name: fonts-conda-ecosystem
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+  version: 2.14.1
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   category: main
   optional: false
+- name: fribidi
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   optional: false
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-  version: 2.42.10
+  version: 2.44.4
   manager: conda
   platform: linux-64
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   category: main
   optional: false
+- name: giflib
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+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/giflib-5.2.2-h998d150_0.conda
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 - name: giflib
   version: 5.2.2
   manager: conda
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   optional: false
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+  version: 2.86.3
   manager: conda
   platform: linux-64
   dependencies:
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+    libglib: '>=2.86.3,<3.0a0'
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/glib-2.86.3-h617169b_0.conda
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     python: ''
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/glib-2.84.2-h419075a_0.conda
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   manager: conda
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     libffi: '>=3.4,<4.0a0'
     libgcc-ng: '>=11.2.0'
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/gobject-introspection-1.78.1-py312h42194e9_1.conda
+    setuptools: <74
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/gobject-introspection-1.84.0-py312hb5d2173_0.conda
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     sha256: 342d6b127e0c2609df50cbe1f1047c8a943a89678101eec6b721437ed3e4c33d
   category: main
   optional: false
+- name: graphite2
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    libstdcxx-ng: '>=10.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/graphite2-1.3.14-h22f4aa5_1.conda
+  hash:
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+  optional: false
 - name: graphite2
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   category: main
   optional: false
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+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/graphviz-12.2.1-h3b67b7c_2.conda
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   optional: false
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+  version: 3.24.43
   manager: conda
   platform: linux-64
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+    xorg-libxinerama: '>=1.1.5,<1.2.0a0'
+    xorg-libxrandr: '>=1.5.4,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/gtk3-3.24.43-h82730a3_1.conda
+  hash:
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     atk-1.0: '>=2.36.0'
@@ -1387,10 +2297,10 @@ package:
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     xorg-libxinerama: '>=1.1.5,<1.2.0a0'
     xorg-libxrandr: '>=1.5.4,<2.0a0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/gtk3-3.24.21-h40e4fd3_8.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/gtk3-3.24.21-hffaaf1f_8.conda
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   category: main
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+    libgcc-ng: '>=10.2.0'
+    libstdcxx-ng: '>=10.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/gts-0.7.6-h183d8e2_3.conda
+  hash:
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   category: main
   optional: false
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+  manager: conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/h11-0.16.0-py312hd43f75c_1.conda
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   optional: false
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-  version: 10.2.0
+  version: 12.3.0
   manager: conda
   platform: linux-64
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+    libstdcxx: '>=14'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/harfbuzz-12.3.0-h79d275a_1.conda
+  hash:
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     freetype: '>=2.13.3,<3.0a0'
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/harfbuzz-10.2.0-hdfddeaa_1.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/harfbuzz-10.2.0-h6cf3ae6_1.conda
   hash:
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+  version: 12.3.0
   manager: conda
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   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/harfbuzz-10.2.0-he637ebf_1.conda
+    libcxx: '>=20'
+    libglib: '>=2.84.4,<3.0a0'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/harfbuzz-12.3.0-h9837a22_1.conda
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   category: main
   optional: false
+- name: hicolor-icon-theme
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+  manager: conda
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+  dependencies: {}
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/hicolor-icon-theme-0.17-hd43f75c_2.conda
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   category: main
   optional: false
+- name: html5lib
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    six: '>=1.9'
+    webencodings: ''
+  url: https://repo.anaconda.com/pkgs/main/noarch/html5lib-1.1-pyhd3eb1b0_0.conda
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   category: main
   optional: false
+- name: httpcore
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+  manager: conda
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+    h11: '>=0.16'
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/httpcore-1.0.9-py312hd43f75c_0.conda
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   category: main
   optional: false
+- name: httpx
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+  manager: conda
+  platform: linux-aarch64
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+    certifi: ''
+    httpcore: 1.*
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+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/httpx-0.28.1-py312hd43f75c_1.conda
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   category: main
   optional: false
+- name: icu
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+  manager: conda
+  platform: linux-aarch64
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+    libstdcxx-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/icu-73.1-h419075a_0.conda
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   category: main
   optional: false
+- name: idna
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/idna-3.11-py312hd43f75c_0.conda
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   manager: conda
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+  version: 8.7.1
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   dependencies:
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     zipp: '>=3.20'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/importlib-metadata-8.7.0-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/importlib-metadata-8.7.1-py312h06a4308_0.conda
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     zipp: '>=3.20'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/importlib-metadata-8.7.0-py312hca03da5_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/noarch/importlib_metadata-8.7.0-hd3eb1b0_0.conda
+    importlib-metadata: '>=8.7.1,<8.7.2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/noarch/importlib_metadata-8.7.1-hd3eb1b0_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/noarch/importlib_metadata-8.7.0-hd3eb1b0_0.conda
+    importlib-metadata: '>=8.7.1,<8.7.2.0a0'
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/iniconfig-2.3.0-py312hd43f75c_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/ipykernel-6.31.0-py312h7040dfc_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/ipykernel-6.31.0-py312h7eb115d_0.conda
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/libcurl-8.18.0-h3506a8c_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libcurl-8.18.0-hd4c70c6_0.conda
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   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libcxx-20.1.8-hd7fd590_1.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libcxx-21.1.8-hb4ce287_0.conda
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   category: main
   optional: false
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libdeflate-1.22-h998d150_0.conda
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 - name: libdeflate
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   category: main
   optional: false
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+    libpciaccess: '>=0.18,<0.19.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libdrm-2.4.124-h5eee18b_0.conda
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   category: main
   optional: false
+- name: libev
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libev-4.33-hfd63f10_1.conda
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   dependencies:
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     libstdcxx: '>=14'
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/libexpat-2.7.4-h7354ed3_0.conda
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     libcxx: '>=20'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libexpat-2.7.3-h50f4ffc_4.conda
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   category: main
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   category: main
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   category: main
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   optional: false
-- name: libgfortran
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   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libgfortran-15.2.0-h166f726_7.conda
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-- name: libgfortran-ng
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+  version: 2.3.8
   manager: conda
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+  platform: osx-arm64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libgfortran-ng-15.2.0-h166f726_7.conda
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   optional: false
-- name: libgfortran5
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   manager: conda
-  platform: linux-64
+  platform: osx-arm64
   dependencies:
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-- name: libgfortran5
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   manager: conda
   platform: osx-arm64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libgfortran5-15.2.0-hb654fa1_1.conda
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-- name: libglib
-  version: 2.84.4
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   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.28,<3.0.a0'
-    libffi: '>=3.4,<4.0a0'
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libglib-2.84.4-h77a78f3_0.conda
+    libgcc: '>=14'
+    libstdcxx: '>=14'
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+    openssl: '>=3.0.18,<4.0a0'
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-- name: libglib
-  version: 2.84.4
+- name: libkrb5
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   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=12.1'
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libglib-2.84.4-h7a3292d_0.conda
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-- name: libgomp
-  version: 15.2.0
+- name: libllvm20
+  version: 20.1.8
   manager: conda
-  platform: linux-64
+  platform: linux-aarch64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libgomp-15.2.0-h4751f2c_7.conda
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   optional: false
-- name: libiconv
-  version: '1.16'
+- name: libllvm21
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   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libiconv-1.16-h5eee18b_3.conda
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   category: main
   optional: false
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   manager: conda
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-  dependencies: {}
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libiconv-1.16-h80987f9_3.conda
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-- name: libidn2
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   manager: conda
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libidn2-2.3.8-hf80d704_0.conda
+    libgcc: '>=14'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libltdl-2.6.0-h47b2149_0.conda
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   category: main
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-  version: 2.3.8
+- name: libltdl
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   manager: conda
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libidn2-2.3.8-h9681e36_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libltdl-2.6.0-haa24f5a_0.conda
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   optional: false
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   category: main
   optional: false
+- name: libnghttp2
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+  manager: conda
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+    libev: '>=4.33,<4.34.0a0'
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+    openssl: '>=3.0.11,<4.0a0'
+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libnghttp2-1.57.0-hb788212_0.conda
+  hash:
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 - name: libnghttp2
   version: 1.67.1
   manager: conda
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   category: main
   optional: false
+- name: libnsl
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libnsl-2.0.0-h998d150_0.conda
+  hash:
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+  version: 0.3.31
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.28,<3.0.a0'
+    libgcc: '>=14'
+    libgfortran: ''
+    libgfortran5: '>=14.3.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libopenblas-0.3.31-hf7dbefb_0.conda
+  hash:
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+  category: main
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+  manager: conda
+  platform: linux-aarch64
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     libgfortran-ng: ''
     libgfortran5: '>=11.2.0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/libopenblas-0.3.30-h46f56fc_2.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libopenblas-0.3.29-h29fea54_0.conda
   hash:
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   category: main
   optional: false
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+  version: 0.3.31
   manager: conda
   platform: osx-arm64
   dependencies:
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-    libgfortran5: '>=11.2.0'
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libopenblas-0.3.30-hf2bb037_2.conda
+    libgfortran: ''
+    libgfortran5: '>=14.3.0'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libopenblas-0.3.31-h7813bb4_0.conda
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   category: main
   optional: false
+- name: libpciaccess
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+  manager: conda
+  platform: linux-64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libpciaccess-0.18-h5eee18b_0.conda
+  hash:
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+    sha256: a6ec2d37b449f2babb8e66833289305101e7677a2de7bb317eb4fd5142e93da6
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 - name: libpng
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+  version: 1.6.55
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.28,<3.0.a0'
+    libgcc: '>=14'
+    libzlib: '>=1.3.1,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libpng-1.6.55-h22898a0_0.conda
+  hash:
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+    sha256: e7b8e94696aebb45737df3836394d6264e868ffda5ef1897520b480ba39625a3
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+  manager: conda
+  platform: linux-aarch64
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libpng-1.6.50-h2ed474d_0.conda
+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libpng-1.6.39-h998d150_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libpng-1.6.50-h5c318fc_0.conda
+    libzlib: '>=1.3.1,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libpng-1.6.55-hc9243e6_0.conda
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   category: main
   optional: false
 - name: librsvg
-  version: 2.56.3
+  version: 2.60.2
   manager: conda
   platform: linux-64
+  dependencies:
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+    cairo: '>=1.18.4,<2.0a0'
+    fontconfig: '>=2.15.0,<3.0a0'
+    freetype: '>=2.14.1,<3.0a0'
+    gdk-pixbuf: '>=2.44.4,<3.0a0'
+    harfbuzz: '>=12.3.0,<13.0a0'
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+    libxml2: '>=2.13.9,<2.14.0a0'
+    libzlib: '>=1.3.1,<2.0a0'
+    pango: '>=1.56.4,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/librsvg-2.60.2-h9e9cc91_0.conda
+  hash:
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+    sha256: 4bc06b90aed79e12dbfbcedc09a85bec92bd3aec7701e45e85268f6250755280
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+  optional: false
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+  manager: conda
+  platform: linux-aarch64
   dependencies:
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     fontconfig: '>=2.14.1,<3.0a0'
@@ -3095,33 +5351,34 @@ package:
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     libxml2: '>=2.13.8,<2.14.0a0'
     pango: '>=1.50.7,<2.0a0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/librsvg-2.56.3-hb0330b6_2.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/librsvg-2.56.3-hf66cc12_2.conda
   hash:
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   category: main
   optional: false
 - name: librsvg
-  version: 2.56.3
+  version: 2.60.2
   manager: conda
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   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/librsvg-2.56.3-h38920c8_2.conda
+    __osx: '>=12.1'
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+    fontconfig: '>=2.15.0,<3.0a0'
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+    libzlib: '>=1.3.1,<2.0a0'
+    pango: '>=1.56.4,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/librsvg-2.60.2-h054393a_0.conda
   hash:
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   optional: false
 - name: libsodium
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     sha256: ecc354f5d0f171aac2ff858ed971e463767bb68c4c919bcb987bdcb52804770b
   category: main
   optional: false
+- name: libsodium
+  version: 1.0.18
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=10.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libsodium-1.0.18-hfd63f10_0.conda
+  hash:
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+    sha256: 14ef042ea2aa890730e3aca292502ca5aa050e5ab7fc41e155658c0c9bf70674
+  category: main
+  optional: false
 - name: libsodium
   version: 1.0.20
   manager: conda
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     sha256: 57da13c06557d7d6f21a0ac6d1e83a3e990d2217adcc4dc395009eb56ed040a2
   category: main
   optional: false
+- name: libssh2
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    openssl: '>=3.0.15,<4.0a0'
+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libssh2-1.11.1-hfa2bbb0_0.conda
+  hash:
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+    sha256: d4e824be8f9f63f4118733c41cbbcae49631bc74514898242fcccaa62889e677
+  category: main
+  optional: false
 - name: libssh2
   version: 1.11.1
   manager: conda
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     sha256: 747474162ae421d680ab3374d8b11158701206d4a9c4a8f9de557dd6fc13345a
   category: main
   optional: false
+- name: libstdcxx
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libstdcxx-15.2.0-hef695bb_18.conda
+  hash:
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+  optional: false
 - name: libstdcxx-ng
   version: 15.2.0
   manager: conda
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   category: main
   optional: false
+- name: libstdcxx-ng
+  version: 15.2.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libstdcxx-ng-15.2.0-hdbbeba8_18.conda
+  hash:
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 - name: libtiff
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   manager: conda
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   category: main
   optional: false
+- name: libtiff
+  version: 4.7.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    lerc: '>=4.0.0,<5.0a0'
+    libdeflate: '>=1.22,<1.23.0a0'
+    libgcc-ng: '>=11.2.0'
+    libstdcxx-ng: '>=11.2.0'
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+    zlib: '>=1.2.13,<2.0.0a0'
+    zstd: '>=1.5.2,<1.6.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libtiff-4.7.0-heeacae9_0.conda
+  hash:
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+  optional: false
 - name: libtiff
   version: 4.7.1
   manager: conda
@@ -3243,26 +5570,42 @@ package:
   category: main
   optional: false
 - name: libtool
-  version: 2.4.7
+  version: 2.6.0
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/libtool-2.4.7-h6a678d5_0.conda
+    __glibc: '>=2.28,<3.0.a0'
+    libgcc: '>=14'
+    libltdl: 2.6.0
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libtool-2.6.0-h7354ed3_0.conda
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   manager: conda
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libtool-2.4.7-h419075a_0.conda
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+  category: main
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+  manager: conda
   platform: osx-arm64
-  dependencies: {}
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libtool-2.4.7-h313beb8_0.conda
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/libtool-2.6.0-h50f4ffc_0.conda
   hash:
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-    sha256: 3b6c627c58ce6e7f9cfd51bdfe44195f04fb50a11967825c5d954f277edd2dbf
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   category: main
   optional: false
+- name: libuuid
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libuuid-1.41.5-h998d150_0.conda
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   category: main
   optional: false
+- name: libwebp
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+  manager: conda
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+  dependencies:
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+    jpeg: '>=9e,<10a'
+    libgcc-ng: '>=11.2.0'
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+    libtiff: '>=4.7.0,<5.0a0'
+    libwebp-base: '>=1.3.2,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libwebp-1.3.2-h2064c37_1.conda
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   category: main
   optional: false
+- name: libwebp-base
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libwebp-base-1.3.2-h998d150_1.conda
+  hash:
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   category: main
   optional: false
+- name: libxcb
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+  manager: conda
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+    xorg-libxau: '>=1.0.12,<2.0a0'
+    xorg-libxdmcp: '>=1.1.5,<2.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libxcb-1.17.0-hf66535e_0.conda
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+    sha256: 9f4a115a48f07a881abfaa501948db678f63592246af9a6d5ee0609301802bd5
+  category: main
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+    libstdcxx-ng: '>=11.2.0'
+    libxcb: '>=1.17.0,<2.0a0'
+    libxml2: '>=2.13.8,<2.14.0a0'
+    xkeyboard-config: ''
+    xorg-libxau: '>=1.0.12,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/libxkbcommon-1.9.1-h69220b7_0.conda
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   category: main
   optional: false
+- name: libxml2
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+    libgcc-ng: '>=11.2.0'
+    xz: '>=5.6.4,<6.0a0'
+    zlib: '>=1.2.13,<2.0.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libxml2-2.13.8-h6097fa9_0.conda
+  hash:
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   category: main
   optional: false
+- name: libxslt
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+  manager: conda
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+  dependencies:
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+    libxml2: '>=2.13.1,<2.14.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libxslt-1.1.41-h4b4cad1_0.conda
+  hash:
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 - name: libxslt
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   category: main
   optional: false
+- name: libzlib
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/libzlib-1.3.1-h998d150_0.conda
+  hash:
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 - name: libzlib
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   manager: conda
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 - name: llvm-openmp
-  version: 20.1.8
+  version: 21.1.8
   manager: conda
   platform: osx-arm64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/llvm-openmp-20.1.8-he822017_0.conda
+    __osx: '>=12.1'
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/llvm-openmp-21.1.8-hfab7639_0.conda
   hash:
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 - name: llvmdev
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   category: main
   optional: false
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+  manager: conda
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+    libzlib: '>=1.3.1,<2.0a0'
+    zstd: '>=1.5.7,<1.6.0a0'
+  url: https://conda.anaconda.org/sklam/linux-aarch64/llvmdev-21.1.3-had4df2b_0.conda
+  hash:
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   category: main
   optional: false
+- name: lmdb
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+  manager: conda
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+  dependencies:
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+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/lmdb-0.9.31-hb25bd0a_0.conda
+  hash:
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/lmdb-0.9.31-h79febb2_0.conda
+  hash:
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   category: main
   optional: false
+- name: lxml
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    libxml2: '>=2.13.5,<2.14.0a0'
+    libxslt: '>=1.1.41,<2.0a0'
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/lxml-5.3.0-py312h39b1f7d_1.conda
+  hash:
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   category: main
   optional: false
+- name: make
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/make-4.2.1-hfd63f10_1.conda
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 - name: make
   version: '4.3'
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     sha256: c8325382c9bb4b27989bffb17c50353fa48086c9b19d906e11327d73055762ea
   category: main
   optional: false
+- name: markupsafe
+  version: 3.0.2
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/markupsafe-3.0.2-py312h998d150_0.conda
+  hash:
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+  optional: false
 - name: markupsafe
   version: 3.0.2
   manager: conda
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   category: main
   optional: false
+- name: matplotlib-inline
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    traitlets: ''
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/matplotlib-inline-0.2.1-py312hd43f75c_0.conda
+  hash:
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 - name: matplotlib-inline
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   category: main
   optional: false
+- name: mistune
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/mistune-3.1.2-py312hd43f75c_0.conda
+  hash:
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 - name: mistune
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   category: main
   optional: false
+- name: mlir-python-bindings
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+  manager: conda
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+    libgcc-ng: '>=11.2.0'
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+    python: '>=3.12,<3.13.0a0'
+    pyyaml: ''
+    zstd: '>=1.5.7,<1.6.0a0'
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   category: main
   optional: false
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+    mypy_extensions: '>=1.0.0'
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+    python: '>=3.12,<3.13.0a0'
+    typing-extensions: '>=4.6.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/mypy-1.17.1-py312h998d150_0.conda
+  hash:
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   category: main
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/mypy_extensions-1.0.0-py312hd43f75c_0.conda
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+    python: '>=3.12,<3.13.0a0'
+    traitlets: '>=5.4'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/nbclient-0.10.4-py312h06a4308_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/nbclient-0.10.2-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/nbclient-0.10.4-py312hd43f75c_0.conda
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+    python: '>=3.9,<3.15.0a0'
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     wheel: ''
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+  url: https://repo.anaconda.com/pkgs/main/noarch/pip-26.0.1-pyhc872135_0.conda
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   category: main
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+    libstdcxx-ng: '>=11.2.0'
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/platformdirs-4.5.0-py312hd43f75c_0.conda
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pluggy-1.5.0-py312hd43f75c_0.conda
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   category: main
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+    zlib: '>=1.2.13,<2.0.0a0'
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   category: main
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+- name: poppler-data
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/poppler-data-0.4.12-hd43f75c_0.conda
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+  version: 0.24.1
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/prometheus_client-0.21.1-py312h06a4308_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-64/prometheus_client-0.24.1-py312h06a4308_0.conda
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+    sha256: 215fad7d08ad238fb3edc5346bc359ac31e6f893f5ac46034a512c041ff058de
+  category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/prometheus_client-0.24.1-py312hd43f75c_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/prometheus_client-0.21.1-py312hca03da5_0.conda
+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/prometheus_client-0.24.1-py312hca03da5_0.conda
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   category: main
   optional: false
+- name: prompt-toolkit
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/prompt-toolkit-3.0.52-py312hd43f75c_1.conda
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   manager: conda
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 - name: prompt_toolkit
   version: 3.0.52
   manager: conda
-  platform: linux-64
+  platform: linux-64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/noarch/prompt_toolkit-3.0.52-hd3eb1b0_1.conda
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+  manager: conda
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   url: https://repo.anaconda.com/pkgs/main/noarch/prompt_toolkit-3.0.52-hd3eb1b0_1.conda
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   category: main
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+    python: '>=3.12,<3.13.0a0'
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   category: main
   optional: false
+- name: pthread-stubs
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pthread-stubs-0.3-hfd63f10_1.conda
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   category: main
   optional: false
+- name: ptyprocess
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/noarch/ptyprocess-0.7.0-pyhd3eb1b0_3.conda
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   category: main
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pure_eval-0.2.3-py312hd43f75c_0.conda
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   category: main
   optional: false
+- name: pycparser
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+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pycparser-2.23-py312hd43f75c_0.conda
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   category: main
   optional: false
+- name: pygal
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+    lxml: ''
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+  url: https://conda.anaconda.org/conda-forge/noarch/pygal-3.1.0-pyhd8ed1ab_0.conda
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   category: main
   optional: false
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pygments-2.19.2-py312hd43f75c_0.conda
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   category: main
   optional: false
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/pysocks-1.7.1-py312hd43f75c_1.conda
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+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/pytest-9.0.2-py312h06a4308_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/pytest-8.4.2-py312h06a4308_0.conda
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-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/pytest-8.4.2-py312hca03da5_0.conda
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   category: main
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   category: main
   optional: false
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/stack_data-0.6.3-py312hd43f75c_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/terminado-0.18.1-py312h06a4308_1.conda
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   category: main
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+    webencodings: '>=0.4'
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/traitlets-5.14.3-py312hd43f75c_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/typing_extensions-4.15.0-py312hd43f75c_0.conda
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   dependencies: {}
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+  url: https://repo.anaconda.com/pkgs/main/noarch/tzdata-2026a-he532380_0.conda
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   category: main
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+    pysocks: '>=1.5.6,<2.0,!=1.5.7'
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/urllib3-2.5.0-py312hd43f75c_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-64/wayland-1.24.0-hdac8c69_0.conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/wcwidth-0.2.14-py312hd43f75c_0.conda
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     sha256: 32c479dbbb2dac0094af03028d88decb63358cbe85025865b40e5d56810aeb26
   category: main
   optional: false
+- name: widgetsnbextension
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/widgetsnbextension-4.0.14-py312hd43f75c_0.conda
+  hash:
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+    sha256: be2ab68df00ee1ab14ec42cf8bfcf67bd402be1a009eb62ce00a299615c6ccfc
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+  optional: false
 - name: widgetsnbextension
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   category: main
   optional: false
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+  manager: conda
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+    libgcc: '>=14'
+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/xkeyboard-config-2.44-h382ed1a_1.conda
+  hash:
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   manager: conda
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   category: main
   optional: false
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+    libxcb: '>=1.17.0,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libx11-1.8.12-hf66535e_1.conda
+  hash:
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 - name: xorg-libxau
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   manager: conda
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     sha256: 68acf87da69a0237d5083798a9cc9b89d2887a84a5323aa740006b53cd5159ef
   category: main
   optional: false
+- name: xorg-libxau
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxau-1.0.12-hf66535e_0.conda
+  hash:
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 - name: xorg-libxcomposite
   version: 0.4.6
   manager: conda
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   category: main
   optional: false
+- name: xorg-libxcomposite
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-libxfixes: '>=6.0.1,<7.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxcomposite-0.4.6-hf66535e_2.conda
+  hash:
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+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-libxfixes: '>=6.0.1,<7.0a0'
+    xorg-libxrender: '>=0.9.12,<0.10.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/xorg-libxcursor-1.2.3-h9b100fa_0.conda
+  hash:
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 - name: xorg-libxcursor
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   manager: conda
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+  platform: linux-aarch64
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     xorg-libxfixes: '>=6.0.1,<7.0a0'
     xorg-libxrender: '>=0.9.12,<0.10.0a0'
-  url: https://repo.anaconda.com/pkgs/main/linux-64/xorg-libxcursor-1.2.3-h9b100fa_0.conda
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxcursor-1.2.3-hf66535e_0.conda
   hash:
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   category: main
   optional: false
+- name: xorg-libxdamage
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+    xorg-libx11: '>=1.8.12,<2.0a0'
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+    xorg-libxfixes: '>=6.0.1,<7.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxdamage-1.1.6-hf66535e_0.conda
+  hash:
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   category: main
   optional: false
+- name: xorg-libxdmcp
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxdmcp-1.1.5-hf66535e_0.conda
+  hash:
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 - name: xorg-libxext
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   category: main
   optional: false
+- name: xorg-libxext
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+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxext-1.3.6-hf66535e_0.conda
+  hash:
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   category: main
   optional: false
+- name: xorg-libxfixes
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+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxfixes-6.0.1-hf66535e_0.conda
+  hash:
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 - name: xorg-libxi
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   manager: conda
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   category: main
   optional: false
+- name: xorg-libxi
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+  manager: conda
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+    xorg-libx11: '>=1.8.12,<2.0a0'
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+    xorg-libxfixes: '>=6.0.1,<7.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxi-1.8.2-hf66535e_0.conda
+  hash:
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   manager: conda
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   category: main
   optional: false
+- name: xorg-libxinerama
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+    libstdcxx-ng: '>=11.2.0'
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+    xorg-libxext: '>=1.3.6,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxinerama-1.1.5-h66c122a_1.conda
+  hash:
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 - name: xorg-libxrandr
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   manager: conda
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     sha256: 266ec2ed3d450b090c545eca736b2189849b9d902ea9015523ff87d55bd725d6
   category: main
   optional: false
+- name: xorg-libxrandr
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    xorg-libx11: '>=1.8.12,<2.0a0'
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+    xorg-libxrender: '>=0.9.12,<0.10.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxrandr-1.5.4-hf66535e_0.conda
+  hash:
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 - name: xorg-libxrender
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   category: main
   optional: false
+- name: xorg-libxrender
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+    xorg-libx11: '>=1.8.12,<2.0a0'
+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxrender-0.9.12-hf66535e_0.conda
+  hash:
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 - name: xorg-libxtst
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   manager: conda
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   category: main
   optional: false
+- name: xorg-libxtst
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+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-libxtst-1.2.5-hf66535e_3.conda
+  hash:
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+    xorg-xorgproto: '>=2024.1,<2025.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/xorg-libxxf86vm-1.1.6-h9b100fa_0.conda
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 - name: xorg-xorgproto
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   manager: conda
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   category: main
   optional: false
+- name: xorg-xorgproto
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+  manager: conda
+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xorg-xorgproto-2024.1-h998d150_1.conda
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-  url: https://repo.anaconda.com/pkgs/main/linux-64/xz-5.6.4-h5eee18b_1.conda
+    __glibc: '>=2.28,<3.0.a0'
+    libgcc: '>=14'
+  url: https://repo.anaconda.com/pkgs/main/linux-64/xz-5.8.2-h448239c_0.conda
   hash:
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 - name: xz
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   manager: conda
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/xz-5.6.4-h998d150_1.conda
+  hash:
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   platform: osx-arm64
-  dependencies: {}
-  url: https://repo.anaconda.com/pkgs/main/osx-arm64/xz-5.6.4-h80987f9_1.conda
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/osx-arm64/xz-5.8.2-h8bbcb1d_0.conda
   hash:
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   category: main
   optional: false
+- name: yaml
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+  platform: linux-aarch64
+  dependencies:
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+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/yaml-0.2.5-hfd63f10_0.conda
+  hash:
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   category: main
   optional: false
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+    libsodium: '>=1.0.18,<1.0.19.0a0'
+    libstdcxx-ng: '>=11.2.0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/zeromq-4.3.5-h419075a_0.conda
+  hash:
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   category: main
   optional: false
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+  version: 3.23.0
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    python: '>=3.12,<3.13.0a0'
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/zipp-3.23.0-py312hd43f75c_0.conda
+  hash:
+    md5: b5ce252c7f2b0911a60ba1c10f47b206
+    sha256: c4f1409f492f9e6c70d77e9159ecb60eedab6892fdf6397b39c7c1d97171ce55
+  category: main
+  optional: false
 - name: zipp
   version: 3.23.0
   manager: conda
@@ -6254,6 +10245,19 @@ package:
     sha256: cf30f83189a30b12a9239f132ea0ce676fa822a52045adb0f9ff9b3b4d79ead6
   category: main
   optional: false
+- name: zlib
+  version: 1.3.1
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libgcc-ng: '>=11.2.0'
+    libzlib: 1.3.1
+  url: https://repo.anaconda.com/pkgs/main/linux-aarch64/zlib-1.3.1-h998d150_0.conda
+  hash:
+    md5: 58ccfae41b6e3ad4fd6961071d450f6a
+    sha256: db213b9f69ccaf2457daabc1a92a4ce0c7aab6bba8145a2e349812cd6f0b41b4
+  category: main
+  optional: false
 - name: zlib
   version: 1.3.1
   manager: conda
@@ -6284,6 +10288,18 @@ package:
     sha256: 5d1b1c5041b80b47d2ff06c0ebda0c334f53f521efac824fc79a139cfd9fc4f5
   category: main
   optional: false
+- name: zstd
+  version: 1.5.7
+  manager: conda
+  platform: linux-aarch64
+  dependencies:
+    libzlib: '>=1.3.1,<2.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
+  hash:
+    md5: c3655f82dcea2aa179b291e7099c1fcc
+    sha256: 569990cf12e46f9df540275146da567d9c618c1e9c7a0bc9d9cfefadaed20b75
+  category: main
+  optional: false
 - name: zstd
   version: 1.5.7
   manager: conda
@@ -6312,6 +10328,19 @@ package:
     sha256: 944b82ef1dd17b8ff0fb6d1f199f613caf9111338e6e2857da478f6e73770cb8
   category: main
   optional: false
+- name: anywidget
+  version: 0.9.18
+  manager: pip
+  platform: linux-aarch64
+  dependencies:
+    ipywidgets: '>=7.6.0'
+    psygnal: '>=0.8.1'
+    typing-extensions: '>=4.2.0'
+  url: https://files.pythonhosted.org/packages/2b/f0/09a30ca0551af20c7cefa7464b7ccb6f5407a550b83c4dcb15c410814849/anywidget-0.9.18-py3-none-any.whl
+  hash:
+    sha256: 944b82ef1dd17b8ff0fb6d1f199f613caf9111338e6e2857da478f6e73770cb8
+  category: main
+  optional: false
 - name: anywidget
   version: 0.9.18
   manager: pip
@@ -6339,6 +10368,20 @@ package:
     sha256: d8e6fe49ed1b4c040715ba3189afc16be39e8d3e6ed90fdefbe45aeb4faa1b59
   category: main
   optional: false
+- name: egglog
+  version: 12.0.0
+  manager: pip
+  platform: linux-aarch64
+  dependencies:
+    anywidget: '*'
+    black: '*'
+    graphviz: '*'
+    typing-extensions: '*'
+  url: https://files.pythonhosted.org/packages/a9/66/8d29dcad260a3927d98132e5522f3562c297be0e5d245bef3e20b7b666c8/egglog-12.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
+  hash:
+    sha256: afb00fbc73fb300346530378a2df2877c237968dede6f88d70b8d6bf2b659b3f
+  category: main
+  optional: false
 - name: egglog
   version: 12.0.0
   manager: pip
@@ -6365,6 +10408,18 @@ package:
     sha256: b39ad1b64681c9bf7efdaa00f86f99c6b23ba4378821f29d2397d60b3798311f
   category: main
   optional: false
+- name: numba-scfg
+  version: 0.0.8
+  manager: pip
+  platform: linux-aarch64
+  dependencies:
+    graphviz: '*'
+    pyyaml: '*'
+  url: https://files.pythonhosted.org/packages/85/6d/3920852e050a1356a7ed47e855b567b0fbb70ed7b194ed9f9397a0231073/numba_scfg-0.0.8-py3-none-any.whl
+  hash:
+    sha256: b39ad1b64681c9bf7efdaa00f86f99c6b23ba4378821f29d2397d60b3798311f
+  category: main
+  optional: false
 - name: numba-scfg
   version: 0.0.8
   manager: pip
@@ -6387,6 +10442,16 @@ package:
     sha256: e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
   category: main
   optional: false
+- name: pluggy
+  version: 1.6.0
+  manager: pip
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl
+  hash:
+    sha256: e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+  category: main
+  optional: false
 - name: pluggy
   version: 1.6.0
   manager: pip
@@ -6407,6 +10472,16 @@ package:
     sha256: c0d65e2686c19997eb4495974abc972ca1661504e73b8b58b1fb8466baf0c7ae
   category: main
   optional: false
+- name: psygnal
+  version: 0.15.0
+  manager: pip
+  platform: linux-aarch64
+  dependencies: {}
+  url: https://files.pythonhosted.org/packages/4c/68/ad28d0c0a089bcd813fc6355a448acf18c897b4ea02d33276b5f740c2a07/psygnal-0.15.0-py3-none-any.whl
+  hash:
+    sha256: 023c361c38e8ada87d0704704e1f2b7e799e9771e00b8e174fb409ff9ddeb502
+  category: main
+  optional: false
 - name: psygnal
   version: 0.15.0
   manager: pip
@@ -6430,45 +10505,39 @@ package:
 - name: py-cpuinfo
   version: 9.0.0
   manager: pip
-  platform: osx-arm64
+  platform: linux-aarch64
   dependencies: {}
   url: https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl
   hash:
     sha256: 859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
   category: main
   optional: false
-- name: pytest
-  version: 9.0.1
+- name: py-cpuinfo
+  version: 9.0.0
   manager: pip
-  platform: linux-64
-  dependencies:
-    iniconfig: '>=1.0.1'
-    packaging: '>=22'
-    pluggy: '>=1.5,<2'
-    pygments: '>=2.7.2'
-  url: https://files.pythonhosted.org/packages/0b/8b/6300fb80f858cda1c51ffa17075df5d846757081d11ab4aa35cef9e6258b/pytest-9.0.1-py3-none-any.whl
+  platform: osx-arm64
+  dependencies: {}
+  url: https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl
   hash:
-    sha256: 67be0030d194df2dfa7b556f2e56fb3c3315bd5c8822c6951162b92b32ce7dad
+    sha256: 859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5
   category: main
   optional: false
-- name: pytest
-  version: 9.0.1
+- name: pytest-benchmark
+  version: 5.2.3
   manager: pip
-  platform: osx-arm64
+  platform: linux-64
   dependencies:
-    iniconfig: '>=1.0.1'
-    packaging: '>=22'
-    pluggy: '>=1.5,<2'
-    pygments: '>=2.7.2'
-  url: https://files.pythonhosted.org/packages/0b/8b/6300fb80f858cda1c51ffa17075df5d846757081d11ab4aa35cef9e6258b/pytest-9.0.1-py3-none-any.whl
+    py-cpuinfo: '*'
+    pytest: '>=8.1'
+  url: https://files.pythonhosted.org/packages/33/29/e756e715a48959f1c0045342088d7ca9762a2f509b945f362a316e9412b7/pytest_benchmark-5.2.3-py3-none-any.whl
   hash:
-    sha256: 67be0030d194df2dfa7b556f2e56fb3c3315bd5c8822c6951162b92b32ce7dad
+    sha256: bc839726ad20e99aaa0d11a127445457b4219bdb9e80a1afc4b51da7f96b0803
   category: main
   optional: false
 - name: pytest-benchmark
   version: 5.2.3
   manager: pip
-  platform: linux-64
+  platform: linux-aarch64
   dependencies:
     py-cpuinfo: '*'
     pytest: '>=8.1'
diff --git a/conda-recipes/cuda-tile/meta.yaml b/conda-recipes/cuda-tile/meta.yaml
index 0fb0844..826646e 100644
--- a/conda-recipes/cuda-tile/meta.yaml
+++ b/conda-recipes/cuda-tile/meta.yaml
@@ -12,7 +12,6 @@ package:
 source:
   - git_url: https://github.com/NVIDIA/cuda-tile/
     git_rev: 8a775693b18303d6c696be6ffd06dadad1b32a8e
-    git_depth: 1
   - path: setup.py
   
 build:
diff --git a/devtools_environment.yml b/devtools_environment.yml
index 2f35ed3..a44a03f 100644
--- a/devtools_environment.yml
+++ b/devtools_environment.yml
@@ -8,6 +8,7 @@ dependencies:
   - notebook
   - mypy
   - numpy
+  - clang
   - pip
   - pip:
     - numba-scfg 
diff --git a/environment.yml b/environment.yml
index 340de26..6602ca5 100644
--- a/environment.yml
+++ b/environment.yml
@@ -8,5 +8,6 @@ prefix:
 platforms:
   - osx-arm64
   - linux-64
+  - linux-aarch64
   # - osx-64
   # - win-64
diff --git a/examples/cuda_tile/tile_example.spy b/examples/cuda_tile/tile_example.spy
index ff6ab1c..650aeaf 100644
--- a/examples/cuda_tile/tile_example.spy
+++ b/examples/cuda_tile/tile_example.spy
@@ -96,6 +96,25 @@ def exported() -> None:
         store_view_tko(added, pviewA, unpack_blockIdx_x(blockidxs), token)
 
 
+    I1 = MLIR_Type("i1")
+    TileI1 = MLIR_Type("!cuda_tile.tile<{}>", I1)
+    # equal = MLIR_asm("cuda_tile.cmpi {comparison_predicate=#cuda_tile.comparison_predicate<equal>, signedness=#cuda_tile.signedness<signed>}", Tile128xI1, (Tile128xI32, Tile128xI32))
+    # "cuda_tile.constant"() <{value = dense<[1, 2, 3, 4]> : !cuda_tile.tile<4xi32>}> : () -> !cuda_tile.tile<4xi32>
+    const_one = MLIR_asm("cuda_tile.constant {value = dense<true> : !cuda_tile.tile<i1>}", bool, ())
+
+    if_op = MLIR_op("cuda_tile.if", bool, (TileI1,))
+
+    def export_ifelse(a: TilePtrF64) -> None:
+          tid = iota()
+          ptrs = offset(broadcast(reshape(a)), tid)
+          tko = load_ptr_tko(ptrs)  # load pointers
+          v = unpack_0(tko)  # MLIR details to get the tile data
+
+          if const_one():
+            printfn(v)  # print the tile data
+
+          return
+
 _ = exported()
 
 
diff --git a/mlir21_environment.yml b/mlir21_environment.yml
index bfd6007..cf215e3 100644
--- a/mlir21_environment.yml
+++ b/mlir21_environment.yml
@@ -1,9 +1,9 @@
 channels:
   - defaults
 dependencies:
-  - sklam::mlir-python-bindings==21.1.3
+  - sklam::mlir-python-bindings==21.1.*
   - sklam::llvmdev=21
 platforms:
     - osx-arm64
     - linux-64
-
+    - linux-aarch64
diff --git a/nbcc/compiler.py b/nbcc/compiler.py
index 028e350..c6c3fe4 100644
--- a/nbcc/compiler.py
+++ b/nbcc/compiler.py
@@ -1,3 +1,4 @@
+from __future__ import annotations
 import logging
 import os
 import subprocess as subp
@@ -6,12 +7,13 @@
 from contextlib import ExitStack
 from pathlib import Path
 from pprint import pprint
-from typing import cast, Sequence, Type
+from typing import cast, Sequence, Type, TYPE_CHECKING
 
 import sealir.rvsdg.grammar as rg
 import spy
 from egglog import EGraph
-from mlir import ir
+if TYPE_CHECKING:
+    from mlir import ir
 from sealir.ase import SExpr, TapeCrawler
 from sealir.eqsat.rvsdg_convert import egraph_conversion
 from sealir.eqsat.rvsdg_eqsat import GraphRoot
@@ -24,7 +26,6 @@
 from nbcc.egraph.rules import egraph_convert_metadata, egraph_optimize
 from nbcc.frontend import TranslationUnit, frontend
 from nbcc.frontend.grammar import IRTag, TypeInfo
-from nbcc.mlir_backend.backend import Backend
 from nbcc.mlir_lowering import (
     Lowering,
     MDMap,
@@ -45,8 +46,11 @@ def compile_shared_lib(path: str, out_path: str) -> None:
 
 
 def compile_to_mlir(
-    path: str, be_type: Type[BackendInterface] = Backend
+    path: str, be_type: Type[BackendInterface] | None = None
 ) -> ir.Module:
+    if be_type is None:
+        from nbcc.mlir_backend.backend import Backend
+        be_type = Backend
     tu = frontend(path)
 
     func_map: dict[str, rg.Func]
diff --git a/nbcc/cutile_backend/backend.py b/nbcc/cutile_backend/backend.py
index 2f4f892..f6201da 100644
--- a/nbcc/cutile_backend/backend.py
+++ b/nbcc/cutile_backend/backend.py
@@ -18,11 +18,9 @@
 
 from cuda_tile._mlir.extras import types as _tile_types
 import cuda_tile._mlir.ir as ir  # Context, Location, Module, Type
-
 from nbcc.developer import TODO
 from nbcc.mlir_lowering import LowerStates
 
-
 def entry(
     sym_name,
     function_type,
@@ -87,7 +85,8 @@ def __init__(self, tu: TranslationUnit):
             self._i32 = ir.IntegerType.get_signless(32)
             self._i64 = ir.IntegerType.get_signless(64)
             self._boolean = ir.IntegerType.get_signless(1)
-            self._io_type = ir.IntegerType.get_signless(1)
+            self._io_bitype = ir.IntegerType.get_signless(1)
+            self._io_type = ir.Type.parse("!cuda_tile.tile<i1>")
             self._none_type = ir.IntegerType.get_signless(1)
 
     @classmethod
@@ -165,7 +164,7 @@ def create_constant(self, value, type):
         return op
 
     def initialize_io(self):
-        return self.create_constant(0, self.io_type)
+        return self.create_constant(0, self._io_bitype)
 
     def create_none(self):
         return self.create_constant(0, self.none_type)
@@ -275,13 +274,15 @@ def wrap(self, fqn, args):
         def _handle_builtins_i32(self, fqn: FQN, args: tuple):
             return (self.i32,)
 
+        @disp.case(by_typename("builtins::bool"))
+        def _handle_builtins_bool(self, fqn: FQN, args: tuple):
+            boolty = ir.Type.parse("!cuda_tile.tile<i1>")
+            return (boolty,)
+
         @disp.case(by_typename("types::NoneType"))
         def _handle_none(self, fqn: FQN, args: tuple):
             return ()
 
-    def get_ll_type(self, expr, mdmap) -> ir.Type | None:
-        """Get backend type for expression with metadata."""
-        raise NotImplementedError
 
     def handle_builtin_op(
         self, op_name: str, args, state, lowering_instance=None
@@ -312,17 +313,19 @@ def create_constant_boolean(self, value: bool):
         return self.create_constant(int(value), "i1")
 
     # Control flow methods
-    def create_if_op(self, condition, result_types, has_else=True):
+    def create_if_op(self, condition, result_types, operands, has_else=True, ):
         """Create if-else control flow operation - may not be supported in CuTile."""
-        raise UnsupportedError(
-            "SCF if operations not supported in CuTile backend"
-        )
+        from types import SimpleNamespace
+        ifop = _cuda_tile.IfOp(results_=result_types, condition=condition)
+        ns = SimpleNamespace()
+        ns.then_block = ifop.thenRegion.blocks.append()
+        ns.else_block = ifop.elseRegion.blocks.append()
+        ns.results = ifop.results_
+        return ns
 
     def create_yield_op(self, operands):
         """Create yield operation - may not be supported in CuTile."""
-        raise UnsupportedError(
-            "SCF yield operations not supported in CuTile backend"
-        )
+        return _cuda_tile.yield_(operands)
 
     def create_while_op(self, result_types, init_args):
         """Create while loop operation - may not be supported in CuTile."""
diff --git a/nbcc/egraph/region_port_pruning.py b/nbcc/egraph/region_port_pruning.py
new file mode 100644
index 0000000..ff6868e
--- /dev/null
+++ b/nbcc/egraph/region_port_pruning.py
@@ -0,0 +1,545 @@
+# mypy: disable-error-code="empty-body"
+"""EGraph-based optimization for eliminating redundant passthrough ports in
+IfElse constructs.
+
+This module implements an optimization that identifies and eliminates
+"passthrough ports" in IfElse regions. A passthrough port is an output port
+whose value is directly connected to an input operand of the region (no
+transformation). When both then/else branches of an IfElse have the same
+passthrough ports, the optimization eliminates those ports and replaces their
+usage with direct operand references.
+
+The optimization works by: 1. Analyzing both branches to identify passthrough
+mappings (output index -> operand index) 2. Finding common passthroughs between
+branches via set intersection 3. Creating pruned port lists that exclude the
+common passthroughs 4. Redirecting usage of eliminated ports to reference the
+original operands directly
+
+This reduces the output arity of IfElse constructs and simplifies the IR when
+branches have redundant passthrough outputs.
+"""
+from __future__ import annotations
+
+from egglog import Expr, Set, function, i64
+
+
+class PassthroughAnalysisResult(Expr):
+    """Marker class for tracking passthrough analysis completion."""
+
+    def __init__(self): ...
+
+
+class PassthroughMapping(Expr):
+    """Represents a mapping from an output port index to its source operand
+    index.
+
+    Used to track which output ports are "passthroughs" - ports whose values are
+    directly forwarded from input operands without transformation.
+
+    Args:
+        out_idx: Index of the output port
+        src_idx: Index of the input operand that this port forwards
+    """
+
+    def __init__(self, out_idx: i64, src_idx: i64): ...
+
+
+@function
+def record_passthrough_analysis(
+    mappings: Set[PassthroughMapping],
+) -> PassthroughAnalysisResult:
+    """Records the completion of passthrough analysis for debugging purposes."""
+    ...
+
+
+def define_rule():
+    from egglog import (Bool, Expr, PyObject, Set, String, Unit, Vec, delete,
+                        function, i64, i64Like, method, panic, rewrite, rule,
+                        ruleset, set_, subsume, union)
+    from sealir.eqsat.rvsdg_eqsat import Port, PortList, Region, Term, TermList
+
+    class _PruningAction(Expr):
+        """Internal action marker for port pruning operations."""
+
+        ...
+
+    @function(merge=lambda x, y: x | y)
+    def collect_passthrough_mappings(
+        region: Region, ports: Vec[Port], current_index: i64Like
+    ) -> Set[PassthroughMapping]:
+        """Recursively collects passthrough mappings for a region's output
+        ports.
+
+        Analyzes each output port to determine if it directly forwards an input
+        operand. If so, creates a PassthroughMapping recording the output-to-
+        operand relationship.
+
+        Args:
+            region: The region containing the ports
+            ports: Vector of output ports to analyze
+            current_index: Current position in the ports vector
+
+        Returns:
+            Set of PassthroughMapping objects for passthrough ports found
+        """
+        ...
+
+    @function
+    def initiate_passthrough_elimination(
+        ifelse: Term,
+        then_region: Region,
+        then_ports: PortList,
+        else_region: Region,
+        else_ports: PortList,
+        elimination_mappings: Set[PassthroughMapping],
+    ) -> _PruningAction:
+        """Initiates the elimination of common passthrough ports from an IfElse
+        construct.
+
+        Takes the intersection of passthrough mappings from both branches and
+        begins the process of pruning those common passthroughs from the output
+        port lists.
+
+        Args:
+            ifelse: The IfElse term being optimized
+            then_region: The then branch region
+            then_ports: Output ports of the then branch
+            else_region: The else branch region
+            else_ports: Output ports of the else branch
+            elimination_mappings: Common passthrough mappings to eliminate
+
+        Returns:     Action marker to trigger port pruning rules
+        """
+        ...
+
+    class EliminationMask(Expr):
+        """Bitmap-style data structure tracking which output ports should be
+        eliminated.
+
+        Stores a set of PassthroughMapping objects along with the total port
+        count, and provides efficient lookup to check if a specific port index
+        should be eliminated during pruning.
+
+        Args:
+            mappings: Set of passthrough mappings indicating ports to
+            eliminate port_count: Total number of output ports in the original
+                                  list
+        """
+
+        def __init__(
+            self, mappings: Set[PassthroughMapping], port_count: i64
+        ): ...
+
+        @method(merge=lambda a, b: a | b)
+        def should_eliminate(self, port_index: i64Like) -> Bool:
+            """Returns True if the port at the given index should be
+            eliminated."""
+            ...
+
+    @function
+    def create_pruned_port_list(
+        region: Region, ports: PortList, elimination_mask: EliminationMask
+    ) -> PortList:
+        """Creates a new port list with eliminated passthrough ports removed.
+
+        Args:
+            region: The region containing the ports
+            ports: Original list of output ports
+            elimination_mask: Mask indicating which ports to eliminate
+        Returns:
+            New PortList with passthrough ports removed
+        """
+        ...
+
+    @function
+    def _build_pruned_port_list(
+        region: Region,
+        ports: Vec[Port],
+        current_pos: i64,
+        elimination_mask: EliminationMask,
+        accumulated_ports: Vec[Port],
+    ) -> _PruningAction:
+        """Helper function that recursively builds the pruned port list.
+
+        Iterates through the original ports vector, including only those ports
+        that are not marked for elimination in the mask.
+
+        Args:
+            region: The region containing the ports
+            ports: Original vector of ports
+            current_pos: Current position being processed
+            elimination_mask: Mask indicating which ports to skip
+            accumulated_ports: Growing list of ports to keep
+
+        Returns:
+            Action marker for rule scheduling
+        """
+        ...
+
+    @function
+    def redirect_port_usage_to_operands(
+        ifelse_term: Term,
+        elimination_mappings: Set[PassthroughMapping],
+    ) -> _PruningAction:
+        """Redirects usage of eliminated ports to reference the original
+        operands.
+
+        For each eliminated passthrough port, replaces references to that port
+        with direct references to the corresponding input operand.
+
+        Args:
+            ifelse_term: The IfElse term being optimized
+            elimination_mappings: Mappings from eliminated port indices to operand
+                                  indices
+        Returns:
+            Action marker to trigger usage redirection rules
+        """
+        ...
+
+    @function
+    def initialize_elimination_mask(
+        elimination_mask: EliminationMask, current_pos: i64
+    ) -> _PruningAction:
+        """Initializes the elimination mask by setting all positions to False
+        initially.
+
+        This function recursively processes each position in the mask, marking
+        positions as True only if they correspond to ports that should be
+        eliminated.
+
+        Args:
+            elimination_mask: The mask being initialized
+            current_pos: Current position being processed
+        Returns:
+            Action marker for rule scheduling
+        """
+        ...
+
+    @ruleset
+    def detect_ifelse_passthrough_candidates(
+        cond_term: Term,
+        then_term: Term,
+        else_term: Term,
+        operand_terms: TermList,
+        then_region: Region,
+        then_out_ports: Vec[Port],
+        else_region: Region,
+        else_out_ports: Vec[Port],
+    ):
+        """
+        Detects IfElse constructs and initiates passthrough analysis for both
+        branches.
+
+        This ruleset identifies IfElse terms and triggers the collection of
+        passthrough mappings for both the then and else regions by starting the
+        recursive analysis at position 0 for each branch's output ports.
+        """
+        yield rule(
+            Term.IfElse(
+                cond=cond_term,
+                then=then_term,
+                orelse=else_term,
+                operands=operand_terms,
+            ),
+            then_term
+            == Term.RegionEnd(
+                region=then_region, ports=PortList(ports=then_out_ports)
+            ),
+            else_term
+            == Term.RegionEnd(
+                region=else_region, ports=PortList(ports=else_out_ports)
+            ),
+        ).then(
+            set_(
+                collect_passthrough_mappings(then_region, then_out_ports, 0)
+            ).to(Set[PassthroughMapping].empty()),
+            set_(
+                collect_passthrough_mappings(else_region, else_out_ports, 0)
+            ).to(Set[PassthroughMapping].empty()),
+        )
+
+    @ruleset
+    def analyze_passthrough_mappings(
+        i: i64,
+        j: i64,
+        ports: Vec[Port],
+        region: Region,
+        wc_name: String,
+        mappings: Set[PassthroughMapping],
+    ):
+        """
+        Analyzes individual ports to identify passthrough mappings and continues iteration.
+        """
+        # 1. Identifies when an output port directly references a region input
+        yield rule(
+            mappings == collect_passthrough_mappings(region, ports, i),
+            ports[i] == Port(name=wc_name, term=region.get(j)),
+        ).then(
+            set_(collect_passthrough_mappings(region, ports, i)).to(
+                {PassthroughMapping(i, j)}
+            ),
+        )
+        # 2. Advances the analysis to the next port position when current
+        #    position is within bounds
+        yield rule(
+            mappings == collect_passthrough_mappings(region, ports, i),
+            i < ports.length(),
+        ).then(
+            set_(collect_passthrough_mappings(region, ports, i + 1)).to(
+                mappings
+            )
+        )
+
+    @ruleset
+    def eliminate_common_passthroughs(
+        cond_term: Term,
+        then_term: Term,
+        else_term: Term,
+        operand_terms: TermList,
+        then_region: Region,
+        then_out_ports: Vec[Port],
+        else_region: Region,
+        else_out_ports: Vec[Port],
+        then_mappings: Set[PassthroughMapping],
+        else_mappings: Set[PassthroughMapping],
+        elimination_mappings: Set[PassthroughMapping],
+        ifelse_term: Term,
+        then_ports: PortList,
+        else_ports: PortList,
+        i: i64,
+        j: i64,
+        nelem: i64,
+    ):
+        """
+        Performs the core elimination of common passthrough ports between branches.
+
+        3. Redirect port usage to point to original operands instead of eliminated ports
+        4. Initialize and populate the elimination mask to track which ports should be removed
+        """
+        # 1. Find the intersection of passthrough mappings from both branches
+        #    and initiate elimination
+        yield rule(
+            ifelse_term
+            == Term.IfElse(
+                cond=cond_term,
+                then=then_term,
+                orelse=else_term,
+                operands=operand_terms,
+            ),
+            then_term
+            == Term.RegionEnd(
+                region=then_region, ports=PortList(ports=then_out_ports)
+            ),
+            else_term
+            == Term.RegionEnd(
+                region=else_region, ports=PortList(ports=else_out_ports)
+            ),
+            then_mappings
+            == collect_passthrough_mappings(
+                then_region, then_out_ports, then_out_ports.length()
+            ),
+            else_mappings
+            == collect_passthrough_mappings(
+                else_region, else_out_ports, else_out_ports.length()
+            ),
+        ).then(
+            # The intersection finds common passthrough ports between branches
+            union(PassthroughAnalysisResult()).with_(
+                record_passthrough_analysis(then_mappings)
+            ),  # TODO: REMOVE ME
+            initiate_passthrough_elimination(
+                ifelse_term,
+                then_region,
+                PortList(ports=then_out_ports),
+                else_region,
+                PortList(ports=else_out_ports),
+                then_mappings & else_mappings,  # Intersection
+            ),
+        )
+        # 2. Create pruned port lists for both then and else branches,
+        #    removing common passthrough ports
+        # 3. Redirect port usage to point to original operands instead of
+        #    eliminated ports
+        yield rule(
+            _del1 := initiate_passthrough_elimination(
+                ifelse_term,
+                then_region,
+                then_ports,
+                else_region,
+                else_ports,
+                elimination_mappings,
+            ),
+            then_ports == PortList(ports=then_out_ports),
+            else_ports == PortList(ports=else_out_ports),
+        ).then(
+            union(then_ports).with_(
+                create_pruned_port_list(
+                    then_region,
+                    then_ports,
+                    EliminationMask(
+                        elimination_mappings, then_out_ports.length()
+                    ),
+                )
+            ),
+            union(else_ports).with_(
+                create_pruned_port_list(
+                    else_region,
+                    else_ports,
+                    EliminationMask(
+                        elimination_mappings, else_out_ports.length()
+                    ),
+                )
+            ),
+            redirect_port_usage_to_operands(ifelse_term, elimination_mappings),
+            delete(_del1),
+        )
+        # 4. Initialize and populate the elimination mask to track which ports
+        #    should be removed
+        yield rule(
+            EliminationMask(elimination_mappings, nelem),
+            elimination_mappings.contains(PassthroughMapping(i, j)),
+        ).then(
+            set_(
+                EliminationMask(elimination_mappings, nelem).should_eliminate(
+                    i
+                )
+            ).to(True)
+        )
+
+        yield rule(
+            EliminationMask(elimination_mappings, nelem),
+        ).then(
+            initialize_elimination_mask(
+                EliminationMask(elimination_mappings, nelem), 0
+            )
+        )
+        yield rule(
+            initialize_elimination_mask(
+                EliminationMask(elimination_mappings, nelem), i
+            ),
+            i + 1 < nelem,
+        ).then(
+            initialize_elimination_mask(
+                EliminationMask(elimination_mappings, nelem), i + 1
+            )
+        )
+        yield rule(
+            del1 := initialize_elimination_mask(
+                EliminationMask(elimination_mappings, nelem), i
+            ),
+            i < nelem,
+        ).then(
+            set_(
+                EliminationMask(elimination_mappings, nelem).should_eliminate(
+                    i
+                )
+            ).to(False),
+            delete(del1),
+        )
+
+    @ruleset
+    def construct_pruned_ports(
+        ports: Vec[Port],
+        new_ports: Vec[Port],
+        region: Region,
+        i: i64,
+        elimination_mask: EliminationMask,
+    ):
+        """
+        Constructs the actual pruned port lists by iterating through original ports.
+        """
+
+        # 1. Initiate the pruning process by starting the recursive port list
+        #    construction
+        yield rule(
+            create_pruned_port_list(region, PortList(ports), elimination_mask),
+        ).then(
+            _build_pruned_port_list(
+                region, ports, 0, elimination_mask, Vec[Port].empty()
+            )
+        )
+        # 2. Include ports that should NOT be eliminated (mask returns False)
+        yield rule(
+            del1 := _build_pruned_port_list(
+                region, ports, i, elimination_mask, new_ports
+            ),
+            ports[i],
+            i < ports.length(),
+            Bool(False) == (elimination_mask.should_eliminate(i)),
+        ).then(
+            _build_pruned_port_list(
+                region,
+                ports,
+                i + 1,
+                elimination_mask,
+                new_ports.push(ports[i]),
+            ),
+            delete(del1),
+        )
+        # 3. Skip ports that SHOULD be eliminated (mask returns True)
+        yield rule(
+            del1 := _build_pruned_port_list(
+                region, ports, i, elimination_mask, new_ports
+            ),
+            ports[i],
+            i < ports.length(),
+            Bool(True) == (elimination_mask.should_eliminate(i)),
+        ).then(
+            _build_pruned_port_list(
+                region, ports, i + 1, elimination_mask, new_ports
+            ),
+            delete(del1),
+        )
+        # 4. Finalize the pruned port list when all positions have been processed
+        yield rule(
+            del1 := create_pruned_port_list(
+                region, PortList(ports), elimination_mask
+            ),
+            del2 := _build_pruned_port_list(
+                region, ports, ports.length(), elimination_mask, new_ports
+            ),
+        ).then(
+            union(del1).with_(PortList(new_ports)), delete(del1), delete(del2)
+        )
+
+    @ruleset
+    def redirect_eliminated_port_usage(
+        ifelse: Term,
+        elimination_mappings: Set[PassthroughMapping],
+        i: i64,
+        j: i64,
+        operands: TermList,
+        wc_cond: Term,
+        wc_then: Term,
+        wc_orelse: Term,
+    ):
+        """
+        Redirects references to eliminated ports to point directly to the
+        original operands.
+
+        - For each eliminated port (found in elimination_mappings), replaces
+          references to that port with direct references to the corresponding
+          input operand
+        - This completes the optimization by removing the indirection through
+          eliminated ports
+        """
+        yield rule(
+            redirect_port_usage_to_operands(ifelse, elimination_mappings),
+            ifelse.getPort(i),
+            elimination_mappings.contains(PassthroughMapping(i, j)),
+            ifelse
+            == Term.IfElse(
+                cond=wc_cond, then=wc_then, orelse=wc_orelse, operands=operands
+            ),
+        ).then(union(ifelse.getPort(i)).with_(operands[j]))
+
+    schedule = (
+        (
+            detect_ifelse_passthrough_candidates | analyze_passthrough_mappings
+        ).saturate()
+        + eliminate_common_passthroughs.saturate()
+        + construct_pruned_ports.saturate()
+        + redirect_eliminated_port_usage.saturate()
+    )
+
+    return schedule
diff --git a/nbcc/mlir_backend/backend.py b/nbcc/mlir_backend/backend.py
index e84ae92..a8584c5 100644
--- a/nbcc/mlir_backend/backend.py
+++ b/nbcc/mlir_backend/backend.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Sequence, cast
+from typing import Sequence
 
 import mlir.dialects.arith as arith
 import mlir.dialects.cf as cf
@@ -9,13 +9,12 @@
 from mlir.dialects import llvm
 from mlir.dialects.transform.interpreter import apply_named_sequence
 from mlir.ir import _GlobalDebug
-from sealir import ase
 from sealir.dispatchtable import DispatchTableBuilder, dispatchtable
 from spy.fqn import FQN
 
 from nbcc.developer import TODO
 from nbcc.mlir_utils import decode_type_name, decode_asm_operation
-from nbcc.mlir_lowering import BackendInterface, MDMap, LowerStates
+from nbcc.mlir_lowering import BackendInterface, LowerStates
 
 from ..frontend import grammar as sg, TranslationUnit
 from .mlir_passes import PassManager
@@ -147,7 +146,7 @@ def create_constant_boolean(self, value: bool):
         return arith.constant(self.boolean, value)
 
     # Control flow methods
-    def create_if_op(self, condition, result_types, has_else=True):
+    def create_if_op(self, condition, result_types, operands, has_else=True):
         from mlir.dialects import scf
 
         return scf.IfOp(
@@ -648,13 +647,6 @@ def _handle_reduce_max_inner_keepdims(self, mlir_op: str, resty, args):
             assert bc.verify()
             return bc
 
-    def get_ll_type(self, expr: ase.SExpr, mdmap: MDMap) -> ir.Type:
-        mds = mdmap.lookup_typeinfo(expr)
-        if not mds:
-            return None
-        [ty] = mds
-        [llty] = self.lower_type(cast(sg.TypeExpr, ty.type_expr))
-        return llty
 
     def make_module(self, module_name: str) -> ir.Module:
         with self.context:
diff --git a/nbcc/mlir_lowering.py b/nbcc/mlir_lowering.py
index 3d38a70..01d789c 100644
--- a/nbcc/mlir_lowering.py
+++ b/nbcc/mlir_lowering.py
@@ -141,9 +141,6 @@ def lower_type(self, ty) -> tuple["IRType", ...]:
         tuple of all component types.
         """
 
-    @abstractmethod
-    def get_ll_type(self, expr, mdmap) -> "IRType | None":
-        """Get backend type for expression with metadata."""
 
     @abstractmethod
     def handle_builtin_op(
@@ -199,7 +196,8 @@ def create_constant_boolean(self, value: bool) -> Any:
     # Control flow methods
     @abstractmethod
     def create_if_op(
-        self, condition: Any, result_types: list, has_else: bool = True
+        self, condition: Any, result_types: list, operands: list,
+        has_else: bool = True,
     ) -> Any:
         """Create if-else control flow operation."""
 
@@ -293,6 +291,8 @@ def lower(self, root: rg.Func) -> Any:
         Lower RVSDG expressions to MLIR operations, handling control flow
         and data flow constructs.
         """
+        from sealir.rvsdg import format_rvsdg
+        # print(format_rvsdg(root))
         context = self.be.context
         self.loc = loc = self.be.Location.name(
             f"{self.__class__.__name__}.lower()", context=context
@@ -498,6 +498,7 @@ def lower_expr(self, expr: SExpr, state: LowerStates):
                     operand_vals.append((yield op))
 
                 result_tys: list[Any] = []
+                packed_result_tys: list[tuple] = []
 
                 # determine result types
                 assert isinstance(body, rg.RegionEnd)
@@ -505,33 +506,31 @@ def lower_expr(self, expr: SExpr, state: LowerStates):
                 for left_port, right_port in zip(
                     body.ports, orelse.ports, strict=True
                 ):
-                    left_ty = self.get_port_type(left_port)
-                    right_ty = self.get_port_type(right_port)
-                    if left_ty is None:
-                        ty = right_ty
-                    elif right_ty is None:
-                        ty = left_ty
-                    else:
-                        assert left_ty == right_ty, f"{left_ty} != {right_ty}"
-                        ty = left_ty
-                    result_tys.append(ty)
+                    left_tys = self.get_port_type(left_port)
+                    right_tys = self.get_port_type(right_port)
+                    # Both branches should always return the same types
+                    assert left_tys == right_tys, f"{left_tys} != {right_tys}"
+                    result_tys.extend(left_tys)
+                    packed_result_tys.append(left_tys)
 
                 # Build the MLIR If-else
                 if_op = self.be.create_if_op(
-                    condition=condval, result_types=result_tys, has_else=True
+                    condition=condval, result_types=result_tys, has_else=True,
+                    operands=self.flatten_result_list(operand_vals),
                 )
 
                 with state.push(operand_vals):
                     # Make a detached module to temporarily house the blocks
                     with self.be.InsertionPoint(if_op.then_block):
                         value_body = yield body
-                        self.be.create_yield_op([x for x in value_body])
+                        self.be.create_yield_op(self.flatten_result_list([x for x in value_body]))
 
                     with self.be.InsertionPoint(if_op.else_block):
                         value_else = yield orelse
-                        self.be.create_yield_op([x for x in value_else])
+                        self.be.create_yield_op(self.flatten_result_list([x for x in value_else]))
 
-                return if_op.results
+                # repack
+                return self.repack_result_list(packed_result_tys, list(if_op.results))
 
             case rg.Loop(body=rg.RegionEnd() as body, operands=operands):
                 # Cast operands to expected type from pattern match
@@ -575,18 +574,19 @@ def lower_expr(self, expr: SExpr, state: LowerStates):
                 fqn=sg.FQN() as callee_fqn, io=io_val, args=args_vals
             ):
                 mdmap = self.mdmap
+                io_val = (yield io_val)
 
                 [callee_ti] = mdmap.lookup_typeinfo(callee_fqn)
 
                 type_expr: sg.TypeExpr = cast(sg.TypeExpr, callee_ti.type_expr)
 
-                argtys: list[Any] = []
-                for arg in args_vals:
-                    [ti] = mdmap.lookup_typeinfo(arg)
-                    arg_types = self.be.lower_type(
-                        cast(sg.TypeExpr, ti.type_expr)
-                    )
-                    argtys.extend(arg_types)
+                # argtys: list[Any] = []
+                # for arg in args_vals:
+                #     [ti] = mdmap.lookup_typeinfo(arg)
+                #     arg_types = self.be.lower_type(
+                #         cast(sg.TypeExpr, ti.type_expr)
+                #     )
+                #     argtys.extend(arg_types)
 
                 lowered_args = []
                 for arg in args_vals:
@@ -611,7 +611,6 @@ def lower_expr(self, expr: SExpr, state: LowerStates):
                     if owner is not None:
                         assert owner.verify()
                     return [io_val, res]
-                    # self.declare_builtins(c_name, argtys, [resty])
                 elif callee_fqn_obj.namespace.fullname == "mlir::asm":
                     result_types = list(
                         self.be.lower_type(
@@ -670,12 +669,18 @@ def _handle_mlir_asm(self, mlir_op: str, result_types, args):
         opname, _, attr = mlir_op.partition(" ")
         return self.be.create_mlir_asm(opname, attr, result_types, args)
 
-    def get_port_type(self, port) -> Any:
+    def get_ll_type(self, expr) -> tuple[Any, ...]:
+        """Get backend types for expression with metadata."""
+        mds = self.mdmap.lookup_typeinfo(expr)
+        [ty] = mds
+        lltys = self.be.lower_type(cast(sg.TypeExpr, ty.type_expr))
+        return lltys
+
+    def get_port_type(self, port) -> tuple[Any, ...]:
         if port.name == internal_prefix("io"):
-            ty = self.be.io_type
+            return (self.be.io_type,)
         else:
-            ty = self.be.get_ll_type(port.value, self.mdmap)
-        return ty
+            return self.get_ll_type(port.value)
 
     def declare_builtins(self, sym_name, argtypes, restypes):
         if sym_name in self._declared:
@@ -691,3 +696,40 @@ def declare_builtins(self, sym_name, argtypes, restypes):
                 )
             )
         return ret
+
+    def flatten_result_list(self, values):
+        flattened = []
+        for val in values:
+            if type(val).__name__ == "OpResultList":
+                flattened.extend(val)
+            else:
+                flattened.append(val)
+        return flattened
+
+    def repack_result_list(self, types, values):
+        i = 0
+        buf = []
+        for ty in types:
+            group = []
+            for j in range(len(ty)):
+                group.append(values[i + j])
+            if len(group) > 1:
+                buf.append(OpResultList(group))
+            else:
+                buf.extend(group)
+            i += len(group)
+        return buf
+
+
+class OpResultList:
+    """Fake OpResultList"""
+    def __init__(self, values):
+        assert len(values) > 1
+        self._values = tuple(values)
+
+    def __getitem__(self, idx):
+        return self._values[idx]
+
+    def __len__(self):
+        return len(self._values)
+
diff --git a/nbcc/tests/test_egraph_region_outport_pruning.py b/nbcc/tests/test_egraph_region_outport_pruning.py
new file mode 100644
index 0000000..ace2244
--- /dev/null
+++ b/nbcc/tests/test_egraph_region_outport_pruning.py
@@ -0,0 +1,261 @@
+from __future__ import annotations
+
+from egglog import eq, expr_parts
+from sealir import ase
+from sealir.eqsat.py_eqsat import Py_Tuple
+from sealir.eqsat.rvsdg_eqsat import Term, termlist
+from sealir.rvsdg import format_rvsdg
+from sealir.rvsdg import grammar as rg
+
+from nbcc.compiler import EGraph, egraph_conversion
+from nbcc.egraph.region_port_pruning import define_rule
+
+
+def make_example(*, then_ports, else_ports):
+    def make_ports(g, port_args):
+        portvalues = []
+        for arg in port_args:
+            if isinstance(arg, int):
+                portvalues.append(g.write(rg.Unpack(val=rb, idx=arg)))
+            else:
+                portvalues.append(arg)
+        ports = []
+        for i, v in enumerate(portvalues):
+            ports.append(g.write(rg.Port(name=f"p{i}", value=v)))
+        return tuple(ports)
+
+    with ase.Tape() as tape:
+        g = rg.Grammar(tape=tape)
+        predicate = g.write(rg.PyInt(1))
+        attrs = g.write(rg.Attrs(()))
+
+        value_a = g.write(rg.PyInt(1))
+        value_b = g.write(rg.PyInt(2))
+        value_c = g.write(rg.PyInt(3))
+        value_d = g.write(rg.PyInt(4))
+        constants = [value_a, value_b, value_c, value_d]
+        then_ports = [a if b is None else b
+                      for a, b, in zip(constants, then_ports, strict=True)]
+        else_ports = [a if b is None else b
+                      for a, b, in zip(constants, else_ports, strict=True)]
+        ifelse = g.write(
+            rg.IfElse(
+                cond=predicate,
+                body=g.write(
+                    rg.RegionEnd(
+                        begin=(
+                            rb := g.write(
+                                rg.RegionBegin(
+                                    attrs=attrs, inports=("a", "b", "c")
+                                )
+                            )
+                        ),
+                        ports=make_ports(g, then_ports),
+                    ),
+                ),
+                orelse=g.write(
+                    rg.RegionEnd(
+                        begin=(
+                            rb := g.write(
+                                rg.RegionBegin(
+                                    attrs=attrs, inports=("a", "b", "c")
+                                )
+                            )
+                        ),
+                        ports=make_ports(g, else_ports),
+                    )
+                ),
+                operands=(value_a, value_b, value_c),
+            )
+        )
+
+    outs = [
+        g.write(rg.Unpack(val=ifelse, idx=i))
+        for i in range(len(ifelse.body.ports))
+    ]
+
+    root = g.write(rg.PyTuple(elems=tuple(outs)))
+    return root, ifelse
+
+
+def _extra_rules_to_equate_termlist__getitem__():
+    ###### extra
+    from egglog import Vec, i64, rewrite, ruleset
+    from sealir.eqsat.rvsdg_eqsat import Term, TermList
+
+    @ruleset
+    def extras(termlist: TermList, terms: Vec[Term], i: i64):
+        yield rewrite(termlist[i]).to(
+            terms[i],
+            termlist == TermList(terms),
+        )
+
+    return extras
+
+
+def _run_output_port_pruning_test(then_ports, else_ports, expected_terms_builder):
+    """Helper function to run output port pruning tests with given parameters.
+
+    Args:
+        then_ports: Port configuration for the then branch
+        else_ports: Port configuration for the else branch
+        expected_terms_builder: Function that takes ifelse_enode and returns expected terms list
+    """
+    root, ifelse = make_example(
+        then_ports=then_ports,
+        else_ports=else_ports,
+    )
+    print(format_rvsdg(root))
+
+    memo = egraph_conversion(root)
+    egraph = EGraph()
+    root_enode = egraph.let("root", memo[root])
+
+    egraph.run(define_rule() + _extra_rules_to_equate_termlist__getitem__())
+    # egraph.display(n_inline_leaves=1)
+    print(out := egraph.extract(root_enode))
+
+    ifelse_enode = memo[ifelse].term
+
+    expected_terms = expected_terms_builder(ifelse_enode)
+    egraph.check(
+        eq(out).to(
+            Py_Tuple(
+                termlist(*expected_terms)
+            )
+        )
+    )
+
+
+def test_output_port_pruning_1():
+    def build_expected_terms(ifelse_enode):
+        return [
+            ifelse_enode.getPort(0),
+            ifelse_enode.getPort(1),
+            Term.LiteralI64(1),
+            ifelse_enode.getPort(3),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[None, None, 0, 1],
+        else_ports=[None, None, 0, 2],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_2():
+    def build_expected_terms(ifelse_enode):
+        return [
+            ifelse_enode.getPort(0),
+            ifelse_enode.getPort(1),
+            Term.LiteralI64(1),
+            Term.LiteralI64(2),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[None, None, 0, 1],
+        else_ports=[None, None, 0, 1],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+
+def test_output_port_pruning_3():
+    def build_expected_terms(ifelse_enode):
+        return [
+            Term.LiteralI64(3),
+            ifelse_enode.getPort(1),
+            Term.LiteralI64(1),
+            Term.LiteralI64(2),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[2, None, 0, 1],
+        else_ports=[2, None, 0, 1],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_4():
+    """Test with all constant values in both branches."""
+    def build_expected_terms(ifelse_enode):
+        return [
+            ifelse_enode.getPort(0),
+            ifelse_enode.getPort(1),
+            ifelse_enode.getPort(2),
+            ifelse_enode.getPort(3),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[None, None, None, None],
+        else_ports=[None, None, None, None],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_5():
+    """Test with mixed constants and port references, different in each branch."""
+    def build_expected_terms(ifelse_enode):
+        return [
+            Term.LiteralI64(3),
+            ifelse_enode.getPort(1),
+            ifelse_enode.getPort(2),
+            Term.LiteralI64(2),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[2, None, None, 1],
+        else_ports=[2, None, None, 1],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_6():
+    """Test with all port references, same pattern."""
+    def build_expected_terms(ifelse_enode):
+        return [
+            Term.LiteralI64(1),
+            Term.LiteralI64(2),
+            Term.LiteralI64(3),
+            ifelse_enode.getPort(3),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[0, 1, 2, None],
+        else_ports=[0, 1, 2, None],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_7():
+    """Test with alternating constants and port references."""
+    def build_expected_terms(ifelse_enode):
+        return [
+            ifelse_enode.getPort(0),
+            Term.LiteralI64(1),
+            ifelse_enode.getPort(2),
+            Term.LiteralI64(2),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[None, 0, None, 1],
+        else_ports=[None, 0, None, 1],
+        expected_terms_builder=build_expected_terms
+    )
+
+
+def test_output_port_pruning_8():
+    """Test with different port orderings between branches."""
+    def build_expected_terms(ifelse_enode):
+        return [
+            ifelse_enode.getPort(0),
+            ifelse_enode.getPort(1),
+            ifelse_enode.getPort(2),
+            ifelse_enode.getPort(3),
+        ]
+
+    _run_output_port_pruning_test(
+        then_ports=[0, 1, 2, 0],
+        else_ports=[1, 0, 2, 1],
+        expected_terms_builder=build_expected_terms
+    )