diff --git a/uv.lock b/uv.lock
index 7ce9958..bea6825 100644
--- a/uv.lock
+++ b/uv.lock
@@ -26,11 +26,11 @@ name = "arch"
 version = "8.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
     { name = "packaging" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
     { name = "scipy" },
     { name = "statsmodels" },
 ]
@@ -282,7 +282,8 @@ name = "contourpy"
 version = "1.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" }
@@ -527,31 +528,31 @@ wheels = [
 
 [[package]]
 name = "duckdb"
-version = "1.5.4"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/31/29/9bad86ed7aa812d8c822a27c15c355b6d5423b991feeec86ed18027b6daa/duckdb-1.5.4.tar.gz", hash = "sha256:f9e32f1cdd106793d79d190186bed9e75289d51e68bd9174e47c04bffedeab6f", size = 18046634, upload-time = "2026-06-17T10:48:52.499Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c8/f2/e2f4b477ae3a3b40e8b5f429832e48edb62ed9da99807cc4902e157e5646/duckdb-1.5.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:291a9e7502551170af989ff63139a7a49e99d68edbc5ef5017ac27541fe54c65", size = 32708876, upload-time = "2026-06-17T10:48:01.527Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/2b/b698d82a5e1e30b6a05748d72045f672994c6b22f4f0f8423523608b991f/duckdb-1.5.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:83e8c089bbb756ca4471d8b05943b80a106058697cf00615e70423106bb783bc", size = 17346125, upload-time = "2026-06-17T10:48:04.035Z" },
-    { url = "https://files.pythonhosted.org/packages/71/75/37e13f39268eaf34864453b3a039c4a1ff0b088d3eae45a4289b41c98c1b/duckdb-1.5.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ff96d2a342b200e1ec6f1f19986c77f4ac16a49b6112f71c5b763989203a9d60", size = 15488133, upload-time = "2026-06-17T10:48:06.312Z" },
-    { url = "https://files.pythonhosted.org/packages/cc/59/2d082af578f689231798245b54562c61416e49049b0bda81a06c56a4b53e/duckdb-1.5.4-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8f935ef210ab00bc94bb1e3052697adaa36bb0ce7bdfeda8b0f34e2ff1643870", size = 19367895, upload-time = "2026-06-17T10:48:08.59Z" },
-    { url = "https://files.pythonhosted.org/packages/52/2b/55c34d2863a76ca824ef8274691e84240b4ff1acde3d231709e82557c240/duckdb-1.5.4-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0cda263d8c20addb8d4f95464787cbe0af1144f7ab7e21db3709fb826ee01725", size = 21486499, upload-time = "2026-06-17T10:48:10.963Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/30/ade5952b8182fac86fab43b95ebe3836e66381d0ad64eb1e54bd8207c988/duckdb-1.5.4-cp312-cp312-win_amd64.whl", hash = "sha256:266c7c909558ce7377f57d082cee408aadebdd9111be017558ca54e44a031037", size = 13147934, upload-time = "2026-06-17T10:48:13.061Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/00/278f0f70e25b9911afe2fd227b9460f2e6d76177f0dcc03f7f1454afefa5/duckdb-1.5.4-cp312-cp312-win_arm64.whl", hash = "sha256:f14e79a006341f29ee5a2692a24dac5114e77533d579c57ec39124adf0135033", size = 13965235, upload-time = "2026-06-17T10:48:15.782Z" },
-    { url = "https://files.pythonhosted.org/packages/da/69/3fcb34e523a9bad1f0557a6c7691a71ba66c43a05e5be9ee96a9a841ed65/duckdb-1.5.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:42a612e67d64450b446eb69695290d460713eef46e0f64467ab9dfe96264ee05", size = 32708366, upload-time = "2026-06-17T10:48:18.084Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/5f/bff5054c2c1d65decab36aa6296621e51a2a575a9f250db7ab9b83a325d6/duckdb-1.5.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:3fb6f07d54ecf4d0d3c5179a2361fdddfafa14de4fc42696de4632479b703421", size = 17345735, upload-time = "2026-06-17T10:48:20.67Z" },
-    { url = "https://files.pythonhosted.org/packages/93/12/d1b2b344e9699246aada6f9de5156e708fb476e2780e5bff9b5d95fe11d9/duckdb-1.5.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0f32ad7e0286c1c29ab6c73b29118c86101f8eee46aae54f54d0b50916f542f6", size = 15488568, upload-time = "2026-06-17T10:48:23.038Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/d1/ac56c6096e3e95da60b2c5dd5a0f0eb5540a80622e2e4f8faab893ec4e96/duckdb-1.5.4-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:698ec90bd5d5538bd5f6d212a4b61af443d240703cf45f134738535026556ea5", size = 19368184, upload-time = "2026-06-17T10:48:25.601Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/0b/2ae4c3e157a19d9b4ac1f09a5dea6f93012334cc2db09f1e0c71eb99693d/duckdb-1.5.4-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:136cea7f886b78caf4035485b4b1e766e8b309e999f9e83a966f81ebb8122844", size = 21486523, upload-time = "2026-06-17T10:48:27.817Z" },
-    { url = "https://files.pythonhosted.org/packages/64/7b/c3d8d21e0d0db8faa81eeeb3a55b9932f5a0a16466cb968dc713a653d701/duckdb-1.5.4-cp313-cp313-win_amd64.whl", hash = "sha256:bd6777e8ddd74fb603a6d09766bfcff28638189f8aaa61fc0dffd9e9a4baa8e5", size = 13147807, upload-time = "2026-06-17T10:48:30.017Z" },
-    { url = "https://files.pythonhosted.org/packages/44/48/ddf8d3740e3d28582944f70d84e720b5dc28c10ec22b668a0e0bd965f2f2/duckdb-1.5.4-cp313-cp313-win_arm64.whl", hash = "sha256:73f4878a3012283024a64a1909e440aac12091ef336f671fc142f7e87449ce0c", size = 13965189, upload-time = "2026-06-17T10:48:32.251Z" },
-    { url = "https://files.pythonhosted.org/packages/62/01/67ac4cbc8e552a1e14c029b5c443d828e68f94d5d913c574f577e1db277e/duckdb-1.5.4-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:4647968629d0677bbcc2416c7aeda8685eb84e4ca15a6dbd4f82a66cfc91a532", size = 32714364, upload-time = "2026-06-17T10:48:34.724Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/0e/eb44d983fa56b175f971eea251bde284a36d26cbb93fcb68035061f54078/duckdb-1.5.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e8fcef301cf68d3951ea1eb8ac4d76cea0a6f6a08f4c78fe4026fc96d217bebc", size = 17349820, upload-time = "2026-06-17T10:48:37.126Z" },
-    { url = "https://files.pythonhosted.org/packages/10/b2/b9dc7624b105d414585b8530451c1162c0b4750c0be9be2e497bb47a8a9b/duckdb-1.5.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f6f39cd0dc6948dee17fd130aec55114f97a8ef6e1db519b9774087962bc5c8c", size = 15498160, upload-time = "2026-06-17T10:48:40.032Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/57/61356444f6a8c62dec3c3d129abfc53f428de1d484093d1bb381db441231/duckdb-1.5.4-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:262f068158beb5943f2c618f4e54b46db8306b959f90dce956f90a89f613673d", size = 19374183, upload-time = "2026-06-17T10:48:42.698Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/f4/d5d633dd7c5138d8f7c434e6ac2553c831b7fb658494efa8d0bc73df8623/duckdb-1.5.4-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d2307a76d199077b0055b354e90e857479461a0d875437535dd4833172c8b6d", size = 21487202, upload-time = "2026-06-17T10:48:45.407Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/26/5be13bbd5c3421dccfc1ad4ca9da4b97c5a3ddd73f66542092f3167ec52c/duckdb-1.5.4-cp314-cp314-win_amd64.whl", hash = "sha256:6dcbb81a1276bc48deb4d562bce4f8895e4fc6348750a096e30052345c6d6552", size = 13666989, upload-time = "2026-06-17T10:48:47.764Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/82/4d52f3f9f9703a226b26b80bdae3f6905aeefe5221bf1815fc93ff02ca25/duckdb-1.5.4-cp314-cp314-win_arm64.whl", hash = "sha256:0f8722346024e5d9f02b58bf7b0491a629f97fdc8a04a10e432940f471ee387a", size = 14449863, upload-time = "2026-06-17T10:48:50.18Z" },
+version = "1.5.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/19/e57151753576373c6696a12022648546cca6038e8833fda2908ee2342d9b/duckdb-1.5.5.tar.gz", hash = "sha256:72f33ee57ca7595b23957671a2cc7f7fe2be0ecc2d68f63abedcfcaa3a5c1238", size = 18066741, upload-time = "2026-07-22T10:55:17.819Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d6/40/2e05d324400fdaa5656c9f48d6298da421cb034d85e509fa0e6e325cf04b/duckdb-1.5.5-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:d4dd65f8941a604b947e0b9b4b4f7165988e29a23ec0b69b4038520956d9933e", size = 32753858, upload-time = "2026-07-22T10:54:05.514Z" },
+    { url = "https://files.pythonhosted.org/packages/79/15/5ceb58ffb5bb8a62b3fd7abb39c41467cdf94850ece02e6d88664dfc75ce/duckdb-1.5.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:33db46679b071f108d57139493dee2d37e1f5efcf5c5c039c2969eed11a6c8a7", size = 17368293, upload-time = "2026-07-22T10:54:09.139Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/5c/bf02da0b354fe83cca4f95a4fbf762181af466f7d551ab2a093f7698882a/duckdb-1.5.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f0b88535a5d86fdd63dba6ea02ab68c003dfb9e4892b11256ef24c4da208baae", size = 15509131, upload-time = "2026-07-22T10:54:12.228Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/a9/5f1f09da421d8e930e0b063d11c1b3f90363f40ede74438cd188afdd13a2/duckdb-1.5.5-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f316eae2323d9a851883fdf2dee91c1f9efe251ab33e14a2272f82a913422ed6", size = 19391959, upload-time = "2026-07-22T10:54:15.551Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/98/6549769f158126fa64fd6c1ac2eb59a18282146c939867a3eb31b7c1db07/duckdb-1.5.5-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7a6d2d11859d82a936ebdcb30ce3d8a1cbb3e990bff05c12abb9b54c44fa7bd1", size = 21510909, upload-time = "2026-07-22T10:54:19.681Z" },
+    { url = "https://files.pythonhosted.org/packages/af/b7/5753b41d3124838f868f9f523362812d9fc45409e9e4dd70dcbb0a25826e/duckdb-1.5.5-cp312-cp312-win_amd64.whl", hash = "sha256:ddfbdb096c11d51ee22492397d342c90a82e62c5d09961477895934d0a25372f", size = 13168544, upload-time = "2026-07-22T10:54:22.789Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/28/44b679c7d46245f8398feae7edac959d1b83d4eb143e25b3fce0630b78bd/duckdb-1.5.5-cp312-cp312-win_arm64.whl", hash = "sha256:2725d2b9ace3a4e75d72fc5a239f6a44b502c580edadb8fb2676db772c5f9282", size = 13988684, upload-time = "2026-07-22T10:54:26.003Z" },
+    { url = "https://files.pythonhosted.org/packages/47/37/4a38116e7700720fd152c666292214fd3abdf916496991296d8d1f66efbf/duckdb-1.5.5-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:cd98829b67788609017e65c761bd42a5dd0f9129441bed8bda4d6881ccf819f0", size = 32754294, upload-time = "2026-07-22T10:54:29.822Z" },
+    { url = "https://files.pythonhosted.org/packages/66/42/7d392f1ba1eee0eaf4ab4c8c7a604bfe3536cd63f979cf5c98798664f807/duckdb-1.5.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:feead93c56679b79592d437c62975d39cb67adedffa7592c763baf8160ac7366", size = 17368211, upload-time = "2026-07-22T10:54:33.359Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/a5/0a6f4fa60562faa615e55e15bd1953a2f2b17a8edd8105e5cda215e43457/duckdb-1.5.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:49c963d9469373d7aba8d750d9ea565ab823e94166efed953f184dd9b169b98c", size = 15509136, upload-time = "2026-07-22T10:54:36.369Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/cb/023c89f51978545b9fab318581bba0c457a58e7530d2d933e54ae7d8647c/duckdb-1.5.5-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a736217825461732b5442d05a220f3da2e23a0dae114efbf08c9bf171b53098a", size = 19392147, upload-time = "2026-07-22T10:54:39.551Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/c5/41bef391fb8b23dbc133c9f2ba016e7a7a8124513d2cc1b430f1897d87e4/duckdb-1.5.5-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:078e6a60dd8eedde5832f45422ca5c4a6b8c837aeabd8a56ca0b7d933f588053", size = 21511060, upload-time = "2026-07-22T10:54:42.788Z" },
+    { url = "https://files.pythonhosted.org/packages/07/9f/c44dfc1f924ac29b3252dc1b91393c01d009dbfe9f8ed33f10b986151bd1/duckdb-1.5.5-cp313-cp313-win_amd64.whl", hash = "sha256:6826504277dba513c0c5d71d828456c94d729c9d2482f94b2e289f90a9167e28", size = 13168028, upload-time = "2026-07-22T10:54:46.127Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/88/591384b2cd59abddd6f5dc175e60374f9abae6064429f0c4402854c10f44/duckdb-1.5.5-cp313-cp313-win_arm64.whl", hash = "sha256:baa9c5702002fabb559ded2a39008f9f421fcbc7237d388b8213eff1e08858de", size = 13989955, upload-time = "2026-07-22T10:54:49.262Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/56/12c65bfa2d2605b81981b264788891bcf11ec72227889554cead5d8d13b9/duckdb-1.5.5-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8e6413dd40facb7b8ab21bd844450cd8f549b29e138635be9cf090ef4d2049e2", size = 32761946, upload-time = "2026-07-22T10:54:53.412Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/46/682ce155f17e0d2822d4f13ee3db9ca4b5b7c2da61b841b2629035e1f4bc/duckdb-1.5.5-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:64078acfd16541132ac6e191eb81b2845554444a0305cc1aa581ba107e514aa8", size = 17375069, upload-time = "2026-07-22T10:54:57.269Z" },
+    { url = "https://files.pythonhosted.org/packages/39/ce/a24bcbd3289c8f305a430759c5fc12242740b4af3e17f7593f3a34e333d2/duckdb-1.5.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8c11775cc99a447618d5f1840126db17f2652f3eae05529df4f81f40e2df7151", size = 15519791, upload-time = "2026-07-22T10:55:00.681Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/76/3a01afbc615c1d418c0de58a6b68ac5ce2a8563232c0464bfbc2ce552398/duckdb-1.5.5-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:77bbc1e6ba12e1e06f9020117bdf848627ecfdf36f907550e62e008e6109dece", size = 19398251, upload-time = "2026-07-22T10:55:04.168Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/43/3a5e81d1728f4d234c79bfe385808ee7c04834f7c37a4b5c257459c25614/duckdb-1.5.5-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fbf0f2d48b43c6c304d00463b463c27ead6c4b01c3c1816b750f728decf71afe", size = 21513851, upload-time = "2026-07-22T10:55:07.864Z" },
+    { url = "https://files.pythonhosted.org/packages/91/41/fc7c829172c60ca22485251eab285f4f1a0d87b486a024c726f21471d86e/duckdb-1.5.5-cp314-cp314-win_amd64.whl", hash = "sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353", size = 13691858, upload-time = "2026-07-22T10:55:11.181Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/2c/95d9216b79e9273689d7ebce125a54503ed0c9bd7da931f0265888e99779/duckdb-1.5.5-cp314-cp314-win_arm64.whl", hash = "sha256:63e48d4b74b15aeacd688976432a7225163df8c226eddeb8536bba2d4d4ff433", size = 14470180, upload-time = "2026-07-22T10:55:14.445Z" },
 ]
 
 [[package]]
@@ -560,10 +561,10 @@ version = "4.11.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "korean-lunar-calendar" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
     { name = "pyluach" },
     { name = "toolz" },
     { name = "tzdata" },
@@ -664,51 +665,55 @@ wheels = [
 
 [[package]]
 name = "hypothesis"
-version = "6.156.6"
+version = "6.161.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "sortedcontainers" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/20/83/8dbe89bdb8c6f25a7a52e7898af6d82fe35dfef08e5c702f6e33231ce6c6/hypothesis-6.156.6.tar.gz", hash = "sha256:96de02faefa3ce079873541da96f42595583bb001e8e4219294ed7d4501cc4cc", size = 476304, upload-time = "2026-07-10T20:56:49.96Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/1a/dc/0c2a851f06c91d5ac9ef0f3b9615efc1ed650411d2eee23b6334f491c85e/hypothesis-6.156.6-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:caf6a93d011c10972da111c38ceb34ced20feaa8581e2b350c0655b022e27875", size = 747998, upload-time = "2026-07-10T20:56:16.311Z" },
-    { url = "https://files.pythonhosted.org/packages/8e/f8/59203ca978ab51595d12d6bc7e7a63300d7373431ab42ca3f1742e45db68/hypothesis-6.156.6-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:07f2bc9df1aeba80e12029c1618e2ee54abc440068c305d7075ffd6b85251843", size = 743073, upload-time = "2026-07-10T20:55:36.825Z" },
-    { url = "https://files.pythonhosted.org/packages/68/d8/86a0023740434098d1b187a62bd5f99b198f098fb43e7fc58342283a8270/hypothesis-6.156.6-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7baca17f4803ad4aa151732326f3990baf54c3127df44aa872ac5bdf8a98a9a6", size = 1070169, upload-time = "2026-07-10T20:55:49.47Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/82/673453915fd0c67673f35a4876ba88f48c621335f293f3537d77b27d4286/hypothesis-6.156.6-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8083806645f84243aade727f4978185caaa0b7190af4318673999ee15fdbf424", size = 1121760, upload-time = "2026-07-10T20:55:53.502Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/c3/3a5557f52912f2fecc6ed59642dcf80dd8e89d0d9664502b68e23d66bf3d/hypothesis-6.156.6-cp310-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a922eedcd8618f9c2e17b79fa7b3f3f0b2df34e201958611cc3f0f46cca33c10", size = 1111440, upload-time = "2026-07-10T20:55:43.054Z" },
-    { url = "https://files.pythonhosted.org/packages/38/a6/ae636d4ca7f996a1ccb4b3d5997d949f1718fba52b01559b3ab53b237b3f/hypothesis-6.156.6-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:5291bd33c4704d274d7c214d5c200e77f372a06644f5cbbe96dcbe53cb2fbf10", size = 1244944, upload-time = "2026-07-10T20:55:56.109Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/79/c425d22d734be0268ca60d120c6296299e4220a1783cb1a4cc76232807bb/hypothesis-6.156.6-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:55f3ec50161b4a95bae63bff2b5166e45935b493013d3be30ede279bf6192318", size = 1288808, upload-time = "2026-07-10T20:56:06.249Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/3a/cc9f479d22cbdd36ddfc55a978378eddadd183b09339ebdb81be33bb18e7/hypothesis-6.156.6-cp310-abi3-win32.whl", hash = "sha256:e96570ca5cdd9a5f2ff9e80a6fb2fd5420ebf33b833d7de5b09b6ebb26a3eb6c", size = 634868, upload-time = "2026-07-10T20:55:37.959Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/89/2008d287289841a936456cb13443ca89d88da6e4527d611d482e9544164d/hypothesis-6.156.6-cp310-abi3-win_amd64.whl", hash = "sha256:32710718c22fe8c5571464e898bb87d282837b02617d6ad68130abf7cb4843cb", size = 640382, upload-time = "2026-07-10T20:55:30.634Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/45/9f009005b9c796f4a40424484ac7e70847bc088456fd940a937f96bb4b6d/hypothesis-6.156.6-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a2a728b514fceb81e3f0464508911d5220fd74dadc3270f859427a686b60c4cf", size = 748844, upload-time = "2026-07-10T20:56:38.036Z" },
-    { url = "https://files.pythonhosted.org/packages/02/2f/4d852bb8a9c73a68b18eca9b5b085285282122166e158f4d2a477639bfee/hypothesis-6.156.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7489b9a8f9df8227edd6c7cd8b9ccfab2483bab24da6a474c175973ca2294f58", size = 741936, upload-time = "2026-07-10T20:55:27.539Z" },
-    { url = "https://files.pythonhosted.org/packages/74/89/b9968070ae042f9bf3149bb6ba6399d5f28f452e0fb7f638cafc69ff0b9a/hypothesis-6.156.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42760873d6db1069d6edbaa355a61b9078a9950259efcfc72fc695741d7db7cd", size = 1069749, upload-time = "2026-07-10T20:56:43.017Z" },
-    { url = "https://files.pythonhosted.org/packages/00/a9/753806f5292b40aeab1d269e408e3a7e85be3c0d88828fb78ab4a34d6626/hypothesis-6.156.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b4e66aaa7385538a5d617174d47c198ee807f06de99e282a67c6cb724c69340d", size = 1120983, upload-time = "2026-07-10T20:56:25.424Z" },
-    { url = "https://files.pythonhosted.org/packages/85/88/8386d064d680be27e936eba94f1448bc93ef6fa05473ee5034139f1c4284/hypothesis-6.156.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:08796b674c0b31a5dd4119b2173823390055921588d13eb77324e861b00fd7f8", size = 1243911, upload-time = "2026-07-10T20:55:54.799Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/8c/7524c1e5279e7728eb47c99f2357cbc5f08ae92e9bce49bf50118b53f9c9/hypothesis-6.156.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4ca8cc26ea2d31d22cf7710e92951cfaa921f0f8aa1b6db33a5176335f583a4f", size = 1287806, upload-time = "2026-07-10T20:56:02.176Z" },
-    { url = "https://files.pythonhosted.org/packages/5a/b3/c347ad913e1c5f2988956fe17826c0400b4ce470b973e6c248e97b6a0acf/hypothesis-6.156.6-cp312-cp312-win_amd64.whl", hash = "sha256:c3363d3fb8015594636689572510bb6090602d8e8e838a5693c2d52d3b5b09d8", size = 637679, upload-time = "2026-07-10T20:55:39.056Z" },
-    { url = "https://files.pythonhosted.org/packages/70/5d/9583fe153573523dac27226c89e041a86ad4aeeae08c868160cbb93d39d2/hypothesis-6.156.6-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:59a8def90d9a5a9b67e1ac529e903a2363ceb6cf873c209da6b4284c5daab671", size = 749264, upload-time = "2026-07-10T20:56:46.118Z" },
-    { url = "https://files.pythonhosted.org/packages/86/35/e4113d06769b544f0fb77ffea9195b598b4c56a298905c21fd47c4eed388/hypothesis-6.156.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c574c3224563d730848bc5d1ef1683c4f83993400c0167899fe328f4bfcd4725", size = 742095, upload-time = "2026-07-10T20:56:41.412Z" },
-    { url = "https://files.pythonhosted.org/packages/d8/5c/a47666ede10384e8978722cade7ab96a42df71d2ab577317092d0fed7c8a/hypothesis-6.156.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:01bb8270c46b3ef53b0c2d23ff613ea506d609d06f936d823ea57c58b66b05f7", size = 1069917, upload-time = "2026-07-10T20:56:04.845Z" },
-    { url = "https://files.pythonhosted.org/packages/79/93/75f6057dadd9dc0134f37c08d5d14d04d3cd7374debbcb0cc4569c6712f1/hypothesis-6.156.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d4ea6559c13606e13b645927f2e0906e52b5ac5d99b40d3abaaeb2e8c7ceeb75", size = 1121204, upload-time = "2026-07-10T20:55:52.008Z" },
-    { url = "https://files.pythonhosted.org/packages/62/87/308efef08bc60d1e673d035e8ca8e9663f4b6b3ba519c3cdebf6583c2b76/hypothesis-6.156.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2d47054d0230f0dd9b6868fc030126c7a6c25527144272ff376cc4e9c39f7540", size = 1244168, upload-time = "2026-07-10T20:55:40.288Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/66/de8fff5bd9a40a4056dafbe7f904887ef12632282bbbac90f1977c30dd3b/hypothesis-6.156.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:050c8c0815f88d47dd0875a92698d20d61639b7b721ee043a6d687c7f14ff7d8", size = 1288127, upload-time = "2026-07-10T20:56:00.541Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/8d/794fb26e1fd3ff004978f8f18b7aa7e1c2270ba72e1f977b987a812064f8/hypothesis-6.156.6-cp313-cp313-win_amd64.whl", hash = "sha256:f0d73edab7b8a0051b3634f2d04d62b7e7282f8f274963b11188ee4957d672ef", size = 637954, upload-time = "2026-07-10T20:56:33.35Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/be/5b4b27984cb43c60e95f570b069660335dad34cb67f7d226017c5d35d31e/hypothesis-6.156.6-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:34a70a7b8226e34d658072d8fb81d03f97f0a75ceb536329a321b94ce2232fd6", size = 749312, upload-time = "2026-07-10T20:55:46.902Z" },
-    { url = "https://files.pythonhosted.org/packages/31/11/709cceffc28666c9d4cb75ffc6df5ce30db8c7dd5cc2c8b38a2fd837427f/hypothesis-6.156.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f1969646beead7d8cf6a2537d2765af89d73056e2cb218e7fae92b83802250a3", size = 742332, upload-time = "2026-07-10T20:56:30.254Z" },
-    { url = "https://files.pythonhosted.org/packages/84/52/cfc79b13d8dd3cd6de6b9df921c557efe8528a9c90a3a7cd93b37188d57e/hypothesis-6.156.6-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cbc2ec7b7d905e6b6ec1635f6340bfa52aaab718101c59f052bc012a6b486cd8", size = 1070109, upload-time = "2026-07-10T20:55:48.244Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/ac/1da4def1f006b5ad01187ff96379e24c37439d659ec10c3e944c03436c0f/hypothesis-6.156.6-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9367ae25dfa6dc1af37904785e43c4f8fe1c4118cafdc2f06514154fbdd90992", size = 1121528, upload-time = "2026-07-10T20:56:39.665Z" },
-    { url = "https://files.pythonhosted.org/packages/68/47/744e4f5e3d635dea20dbedf3fa486e2a6fa5210e0a52a0d5c4da56babd84/hypothesis-6.156.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:455f09107ec07c78f2a83cb8fc19e23879c9d51cdc831de6f9cb6ec4059cb9af", size = 1244690, upload-time = "2026-07-10T20:56:31.854Z" },
-    { url = "https://files.pythonhosted.org/packages/25/8a/42252fcd5e521d140dac532f29c2a13ca8f22908cb545ffdd64b5e225680/hypothesis-6.156.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c76634c45a3ceee4c4fdfed39aebd08b8b822ec8b0c556877ef82846fd777730", size = 1288519, upload-time = "2026-07-10T20:56:03.429Z" },
-    { url = "https://files.pythonhosted.org/packages/44/e7/176df9e47cf583d2b8d234b78c0aac3a47075ad5d147e60b2c21a1338bb1/hypothesis-6.156.6-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:eb7e9f8343bc6b948937e6ec12e6879ed25a17b53ceccbd2b84adadd3d511698", size = 586452, upload-time = "2026-07-10T20:56:22.285Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/75/2c8a0411bbe76429f3ae738ef9a00107201bf6146d9534350014ce369d98/hypothesis-6.156.6-cp314-cp314-win_amd64.whl", hash = "sha256:f9631cd604ae6032c3edf99160dc1b9e33873f2e52762246b24f07fb758652ae", size = 637774, upload-time = "2026-07-10T20:56:34.97Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/22/8115005e9aa72c8d63d90e9db5e0b8425fd8950fbc5d6e332805d4d32c9e/hypothesis-6.156.6-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:1f81163d36d3763b09ffaef7c3a71e88174ca3e6816201fca9d1d159f448fdb5", size = 747428, upload-time = "2026-07-10T20:56:44.611Z" },
-    { url = "https://files.pythonhosted.org/packages/e8/c2/66bfe9337f4a4b1f7754ee6d01d950280152a81d0d797e6c1d9eb0909750/hypothesis-6.156.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:556b905767e36147918634a64356aa05d8c956576f00aee01eb351678f193908", size = 740889, upload-time = "2026-07-10T20:55:57.656Z" },
-    { url = "https://files.pythonhosted.org/packages/95/3b/69f45af2d4f0950b7d1af3cdbdd800b88a6c2370331481eda79d6171fbe3/hypothesis-6.156.6-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3f2604b28d16d696aaaf4954d20f907b27e54034df98e64746a20c74c319f03", size = 1069270, upload-time = "2026-07-10T20:56:12.024Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/43/6b2549885da08f5e50ba34fb8e0d0a60b2f190ffd516fac220f8db5b5869/hypothesis-6.156.6-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ffe012ad66dbe7b8e8ddef6f6992ab1b36719ea64430c2bf1ff7135521052a15", size = 1120409, upload-time = "2026-07-10T20:55:34.551Z" },
-    { url = "https://files.pythonhosted.org/packages/70/97/745c778c3eb29befa2367b1ded8437eecfbbe6932359d0f831275bc32170/hypothesis-6.156.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5bfa3c7b758f7278081c6bfec5f89b43c4eb075c0c9eb095323f7a9eb019b513", size = 1243111, upload-time = "2026-07-10T20:56:17.83Z" },
-    { url = "https://files.pythonhosted.org/packages/ab/d7/c5ec6a442dc9b822f47064bda4b6d3e739dccdd1c5bf44c9a57fb6136830/hypothesis-6.156.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:d0db1f4573800c618773622f03cb6533bb3377430ef938c9476ba10c39d22591", size = 1287262, upload-time = "2026-07-10T20:56:23.749Z" },
-    { url = "https://files.pythonhosted.org/packages/11/0c/c134d61710e14b68b010215dcf6bd57d2ec05cd169dff8bfab8fefc2d410/hypothesis-6.156.6-cp314-cp314t-win_amd64.whl", hash = "sha256:38cd0c4a7b9f809f1e23a4d15adfa9c5d99869b9afc327350a5e563350b78e48", size = 637862, upload-time = "2026-07-10T20:56:13.347Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/2c/2a/f082741a0aa60e2729c8afed2f0c8717aa74648b1ca15ff553516548d262/hypothesis-6.161.6.tar.gz", hash = "sha256:e276f5705cb929ff059785db8fd3a5074c9081529944833a0a4b4f6b9b9303dd", size = 487491, upload-time = "2026-07-27T05:33:24.859Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6a/59/0b6670cdeea0de95d9b80a22877e8ac9fdc78d48f92fc4bd774f14528017/hypothesis-6.161.6-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:a7933cf957fa95ed311be348beb6ebab9a80e4fbcd665bdfdfc82d28703967d8", size = 767824, upload-time = "2026-07-27T05:32:09.953Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/ed/b74f9035406917eebf0bbac4fd075478457fd63e9a610cda7ac5c41ae24f/hypothesis-6.161.6-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:39564c86891a731872d5a2fffa76788ee24cf57dc713d8d140382487f4afc4f4", size = 763367, upload-time = "2026-07-27T05:32:07.164Z" },
+    { url = "https://files.pythonhosted.org/packages/94/76/9b406c3c0fc4596ce46d87e5f7e9dc0751550af3425287472e1decff024b/hypothesis-6.161.6-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:428951eb9e755d5d061fe110313cd6c625184cb8b1cbe2cd781b117aaf02d3a7", size = 1092657, upload-time = "2026-07-27T05:32:04.657Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/96/d10f48cc40b9a6091d460c9a7597f6e2e28a7eab1e794feffdd5d5ee5df1/hypothesis-6.161.6-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c0eee4d6609b0245fb6343c600794387d780d41f298b2120869930adb10b22bf", size = 1121225, upload-time = "2026-07-27T05:32:39.111Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/6f/d79b488b8e5f25f01a66ae91d3bb7d50df988eddb5a9cfd34656f946888f/hypothesis-6.161.6-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bedf9019cac5272b0c08542e56a124841121368d084cb6f840d0d97fd2dd73c0", size = 1142152, upload-time = "2026-07-27T05:32:24.288Z" },
+    { url = "https://files.pythonhosted.org/packages/50/ed/fe23766d0f884582e8b4e55cfd58ac5560f4df11ca8b8daaa2ac271060e8/hypothesis-6.161.6-cp310-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:f94c1189c8b4e42a3fa28e89df4fa5b5dfe9289e7aa50381443e459ac003d8ea", size = 1097466, upload-time = "2026-07-27T05:32:15.201Z" },
+    { url = "https://files.pythonhosted.org/packages/72/6a/f05dc0b558a05cc5da691a54a75870232425e16b57ec7e7f095387af9668/hypothesis-6.161.6-cp310-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3ce10197c57f7efd7bf49509d24a4154f2a0e01a9758b57cef1523e289c4858d", size = 1134196, upload-time = "2026-07-27T05:32:44.109Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/b0/f43c5f503b5c73776428a37e90c90b5b0a607f275a18b2822ce52618ffdf/hypothesis-6.161.6-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c40f0aed8e8037a5ea4fa9486ea98c0ec3a007419bd7b3dbe14712a3632e028b", size = 1266502, upload-time = "2026-07-27T05:32:42.527Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/2a/bb563f9718ac5bf98ef6dbb566fb1d5fae9fd23829ed320fc4c84c4b5985/hypothesis-6.161.6-cp310-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:fc96ba21133e95a01ab56486b91f83f1e5609ffe55f17618d732cbb29dcb8863", size = 1394242, upload-time = "2026-07-27T05:32:13.435Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/26/6dd5a85e9d3556074ebb3988f5bddb3bf52532b2a2bd10ea2a8421a0f852/hypothesis-6.161.6-cp310-abi3-musllinux_1_2_riscv64.whl", hash = "sha256:4fad1cb8f49b453890dd5768e14c79e9f6cc8079f1f474e3b9027956985ab2c9", size = 1267017, upload-time = "2026-07-27T05:32:11.746Z" },
+    { url = "https://files.pythonhosted.org/packages/26/34/a6cde6774c815bcc98648a17f1ed461345212bcee4492d8c6b0ee72282cf/hypothesis-6.161.6-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7478ba09770f49c160ffbd22b4bbf7d886ac309653fa7116b5edd65e53536b8d", size = 1309114, upload-time = "2026-07-27T05:32:25.889Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/b2/4178fe71ee42c383ab669f345e1841a7b880a8fe84e498e78cffdaac87d3/hypothesis-6.161.6-cp310-abi3-win32.whl", hash = "sha256:7e4cc1073644a1b468f46252cc4f135eb51c59d79dbc08acfcd6b4ac290a9ffc", size = 653673, upload-time = "2026-07-27T05:32:01.864Z" },
+    { url = "https://files.pythonhosted.org/packages/48/fe/2d91b2e7e06e9737450d7e3fcf09d7efa0c66e57767babc0016ed56cd174/hypothesis-6.161.6-cp310-abi3-win_amd64.whl", hash = "sha256:4a40098bc9c863c2013efb7f9b02f22721e971f795305f24934874a3135e77ef", size = 659826, upload-time = "2026-07-27T05:32:16.609Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/f8/bafca1b91c225d7905d6d2d20882f79591925288c5ca0c6aed4c23e0c421/hypothesis-6.161.6-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:96c325113320f3fc50ed889a20114b9e317145a66c19544dbd071ba173328690", size = 769412, upload-time = "2026-07-27T05:32:03.332Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/2f/89c48ddfb0bf79cd47ec94d30673ebed554c946816f407bd3c79321e2397/hypothesis-6.161.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ff4e786eb37ef81dd6f78f0238ec787217dbcdb00ccc565c14eee22c676677ba", size = 760979, upload-time = "2026-07-27T05:32:35.558Z" },
+    { url = "https://files.pythonhosted.org/packages/00/23/f2fee896448d5d480d3de7d94f8aad2c1c8a0961575d054547f7f81d681d/hypothesis-6.161.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:36bd6e336f4a0b259311860306674e83175b56650bd1a54aaa6bb1c878accf03", size = 1091422, upload-time = "2026-07-27T05:31:59.292Z" },
+    { url = "https://files.pythonhosted.org/packages/97/92/1f5ac80a195a14837a041ef7232a9760fca52720edea27f543e17a38c9eb/hypothesis-6.161.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce64858eaef339a487c4e7ac1cb8898412a36d06a7872bc44af239a7ab5c2ffd", size = 1141456, upload-time = "2026-07-27T05:33:11.802Z" },
+    { url = "https://files.pythonhosted.org/packages/98/38/6c4025549e071e315ab97175a159b5e261afec1cca7d9d4f9cb1c32ef120/hypothesis-6.161.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0323be2fca0754dff630fe1d719d5876c93c5e3be9678ae6fe8557bf689b5868", size = 1264180, upload-time = "2026-07-27T05:31:50.92Z" },
+    { url = "https://files.pythonhosted.org/packages/80/37/b31de9ba2fc908529b18a1e386d8167a39883fcab938107b3ee2de02872b/hypothesis-6.161.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:18fff0ca1d5dded13c56f430d377bc6585327bb4b987fcf8e37676633569b48c", size = 1308460, upload-time = "2026-07-27T05:32:45.915Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/b3/795860dc3817f4cf0bbbcd4ecfba307a77dcc0e85e2d601765364f4989bb/hypothesis-6.161.6-cp312-cp312-win_amd64.whl", hash = "sha256:16da70ffe8507307bd8cea7f2ecdcb7bda1d1980412213ad55571044ba53300f", size = 656950, upload-time = "2026-07-27T05:32:05.965Z" },
+    { url = "https://files.pythonhosted.org/packages/09/65/143d649a444037afec0b52aac0b85c16ac0ca99c454f6f8bcbe7202180f1/hypothesis-6.161.6-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:53e279433bba79a30ec299d281572ca1533309986ed7e1992f9b1c300cbc9173", size = 769306, upload-time = "2026-07-27T05:31:52.397Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/cf/7ec64020028051d76160d1e23ec4e2d00ca7772bb387c0a85dc399f38b5b/hypothesis-6.161.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:17bec7179accef79e7bfaed5c68e312a8b440aaf8423e9a67289f8804517ec32", size = 760943, upload-time = "2026-07-27T05:32:57.945Z" },
+    { url = "https://files.pythonhosted.org/packages/de/27/2a79199aa9714f786ad9a522dfffb022e8571339fe392f0af5337f40e4f1/hypothesis-6.161.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:badae92f9fe82a882d0e33f48079fdab760fb1c16ac0be282234c0eb89de9f18", size = 1091338, upload-time = "2026-07-27T05:33:22.896Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/e1/5db65f078b00472f69df015c4ebefd5c78da70e633b0563a1ccec39443fa/hypothesis-6.161.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b54632d679dc00079ee4aa458131ed58776abb98d96ef27919777ac06b363944", size = 1141284, upload-time = "2026-07-27T05:32:30.926Z" },
+    { url = "https://files.pythonhosted.org/packages/78/e6/05f320f26ff4dd3994e2afed775d0399b348999d554b142ccfaa72ff1d60/hypothesis-6.161.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:fdad7dfa87d62ffbbeb89197cfd734285275576f8d8106bcd72696446202c0fc", size = 1264201, upload-time = "2026-07-27T05:31:48.378Z" },
+    { url = "https://files.pythonhosted.org/packages/51/9b/7826008f4e0baff43da6f38d897c5a8c6e16dafed4f12cee52ead0e2f936/hypothesis-6.161.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a06a6d62efec24bd196ff47dc4dd95c0714e23e870b7f9e2ef2f4429525760ee", size = 1308183, upload-time = "2026-07-27T05:32:32.625Z" },
+    { url = "https://files.pythonhosted.org/packages/44/47/0e2a6179a3c2173acf15de897f6b144d0e22657fbbf38e561a7f0f236ce5/hypothesis-6.161.6-cp313-cp313-win_amd64.whl", hash = "sha256:662221ad5961cf746626ca024b1b52474f2debf892bbac2af978aad4f5e2bfbf", size = 656916, upload-time = "2026-07-27T05:32:34.077Z" },
+    { url = "https://files.pythonhosted.org/packages/74/32/1b7c11d7b293928078aba04a363f6d51c530d89b470c146b1040ae2f94aa/hypothesis-6.161.6-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:ecf98cf996b82ca46efa3eebe151c6721c1109df50d34aeb73ad8477d7b85363", size = 769519, upload-time = "2026-07-27T05:32:40.75Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/c4/fcaac023585da73fca407932bd11afeaeb0bfd1da174da8ec4225761c8e5/hypothesis-6.161.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fc11a56f2b4931ecf25ce578c535c9f6448ed60f112dce9eae09fb0b0d655db1", size = 761082, upload-time = "2026-07-27T05:33:17.442Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/41/563549e4f82c360973a38909018bb4b8e46465bb00d4b5b686509df01d8d/hypothesis-6.161.6-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16c2af82180b08fa843b699db7f2b7d0ba9b62fd1e21fb8dd646bb96a16fd352", size = 1091840, upload-time = "2026-07-27T05:32:47.818Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/2a/46b5f0a3b46959ced231ff78ea941483f2f571473d6f249c6438967510df/hypothesis-6.161.6-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:332e8a7b99fa69a2675a726f5136e68545b9e84e0ff744679b14accf62ed2b5d", size = 1141464, upload-time = "2026-07-27T05:33:10.127Z" },
+    { url = "https://files.pythonhosted.org/packages/33/25/77c3052c0fcedd2a19bffd7b2b44ea93dac73bd62f1d8b03420d3ac55ee2/hypothesis-6.161.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:160f49f1b7e54e50a3ab67e9772b15df5085ec0f8e624e9acaf66dbaf8422f6e", size = 1264629, upload-time = "2026-07-27T05:33:20.984Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/8a/06a54d1be5468089c9688a6f7e3f3e9c65eb24d0046896d9646cfa4ebce9/hypothesis-6.161.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:7712075d545604a728007ea085fa10acd785713d6e54c8702dbc0b5bed6d2175", size = 1308485, upload-time = "2026-07-27T05:33:08.227Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/8e/8e4688ee36c16502aa09b3d2d771f7413b9d9124448c3483b996228fa110/hypothesis-6.161.6-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:8da289ff744e6225feb222f6d8ece08d77324cbabe2357ab7067632c0c06a359", size = 601010, upload-time = "2026-07-27T05:33:13.62Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/2f/1f8451e2f1c18f34a5fad71610887eb81451d09658555c2de1470689ca47/hypothesis-6.161.6-cp314-cp314-win_amd64.whl", hash = "sha256:61ae780388292510ea303f0d79154a4623e8e0c00c49ba981329ec111800bd7c", size = 656829, upload-time = "2026-07-27T05:33:15.325Z" },
+    { url = "https://files.pythonhosted.org/packages/86/ef/9da7f06a693f0fb0c51c51e843c37210492a03c330699f000d007f505452/hypothesis-6.161.6-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:6fc0cd5490f69202a8608aa3c3085078c598117049672c6173c4eb8cdfff8b26", size = 768102, upload-time = "2026-07-27T05:31:53.708Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/80/c26463bbacbe3caa1567a3121be328ee2ae16a91b5cded6f79edbe3e192c/hypothesis-6.161.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e692d51542664b3d431fe835ada7d37630764e7542150bfa987346b03b3b00a1", size = 759547, upload-time = "2026-07-27T05:31:49.746Z" },
+    { url = "https://files.pythonhosted.org/packages/46/06/4c926dc8bc4d7c6df7a0321a291dcfcc214665f34a9a073165e9fdbadf75/hypothesis-6.161.6-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:225b51e0ea315cb70eaee0e0d6506bc5452f1b3f08f48c48953dd2afea006491", size = 1090434, upload-time = "2026-07-27T05:33:02.965Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/3c/cc7d2f675b7c44179ba3d343b5fa6b07627365bdc2f0d8c014be5448b85a/hypothesis-6.161.6-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2efac2635c2a690b2afe84e94fceed8c4d3c219fa806340e73fc8f26233dc801", size = 1140375, upload-time = "2026-07-27T05:32:19.866Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/f4/662cb8b5ae2a5f92c12892f3654a2c59ce73c25adbacddc6876336c33876/hypothesis-6.161.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ac13ee5963380f63f9ffe2de47b7b489a09f8a1e2701e9c816476ff52405ed71", size = 1262843, upload-time = "2026-07-27T05:32:27.546Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/49/ee44c0aec2ae4f2e3024c44893b6fa2761cacd4d3b08a3223ea1a1ba8779/hypothesis-6.161.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:47ff47cff1fc4b704b805c255bc7c3c64e2c3f7eebdc1bc4c4155df8621cbab3", size = 1307243, upload-time = "2026-07-27T05:32:00.696Z" },
+    { url = "https://files.pythonhosted.org/packages/96/4b/725d3eef7be39fb2957eab63ded9c2d338b3ffb52140ec77c449f193fa41/hypothesis-6.161.6-cp314-cp314t-win_amd64.whl", hash = "sha256:981fa76521dd82a05e8749182404f675d3e0ad0b84566c558c8c45d7a8fb70fc", size = 656980, upload-time = "2026-07-27T05:33:01.104Z" },
 ]
 
 [[package]]
@@ -972,48 +977,28 @@ wheels = [
 
 [[package]]
 name = "lightgbm"
-version = "4.6.0"
+version = "4.7.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "narwhals" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
     { name = "scipy" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/68/0b/a2e9f5c5da7ef047cc60cef37f86185088845e8433e54d2e7ed439cce8a3/lightgbm-4.6.0.tar.gz", hash = "sha256:cb1c59720eb569389c0ba74d14f52351b573af489f230032a1c9f314f8bab7fe", size = 1703705, upload-time = "2025-02-15T04:03:03.111Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/f2/75/cffc9962cca296bc5536896b7e65b4a7cdeb8db208e71b9c0133c08f8f7e/lightgbm-4.6.0-py3-none-macosx_10_15_x86_64.whl", hash = "sha256:b7a393de8a334d5c8e490df91270f0763f83f959574d504c7ccb9eee4aef70ed", size = 2010151, upload-time = "2025-02-15T04:02:50.961Z" },
-    { url = "https://files.pythonhosted.org/packages/21/1b/550ee378512b78847930f5d74228ca1fdba2a7fbdeaac9aeccc085b0e257/lightgbm-4.6.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:2dafd98d4e02b844ceb0b61450a660681076b1ea6c7adb8c566dfd66832aafad", size = 1592172, upload-time = "2025-02-15T04:02:53.937Z" },
-    { url = "https://files.pythonhosted.org/packages/64/41/4fbde2c3d29e25ee7c41d87df2f2e5eda65b431ee154d4d462c31041846c/lightgbm-4.6.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4d68712bbd2b57a0b14390cbf9376c1d5ed773fa2e71e099cac588703b590336", size = 3454567, upload-time = "2025-02-15T04:02:56.443Z" },
-    { url = "https://files.pythonhosted.org/packages/42/86/dabda8fbcb1b00bcfb0003c3776e8ade1aa7b413dff0a2c08f457dace22f/lightgbm-4.6.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:cb19b5afea55b5b61cbb2131095f50538bd608a00655f23ad5d25ae3e3bf1c8d", size = 3569831, upload-time = "2025-02-15T04:02:58.925Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/23/f8b28ca248bb629b9e08f877dd2965d1994e1674a03d67cd10c5246da248/lightgbm-4.6.0-py3-none-win_amd64.whl", hash = "sha256:37089ee95664b6550a7189d887dbf098e3eadab03537e411f52c63c121e3ba4b", size = 1451509, upload-time = "2025-02-15T04:03:01.515Z" },
-]
-
-[[package]]
-name = "llvmlite"
-version = "0.45.1"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-    "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-]
-sdist = { url = "https://files.pythonhosted.org/packages/99/8d/5baf1cef7f9c084fb35a8afbde88074f0d6a727bc63ef764fe0e7543ba40/llvmlite-0.45.1.tar.gz", hash = "sha256:09430bb9d0bb58fc45a45a57c7eae912850bedc095cd0810a57de109c69e1c32", size = 185600, upload-time = "2025-10-01T17:59:52.046Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/63/8e/4db5e29290d7e619c307fdb8dab0a0514090af2ce3ec483050e024ec6126/lightgbm-4.7.0.tar.gz", hash = "sha256:f8e20f682c9aabd000bcf4a7ed8aa6f473c1adfecccae34ec24e823d156f4af0", size = 1792896, upload-time = "2026-07-18T21:00:56.139Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e2/7c/82cbd5c656e8991bcc110c69d05913be2229302a92acb96109e166ae31fb/llvmlite-0.45.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:28e763aba92fe9c72296911e040231d486447c01d4f90027c8e893d89d49b20e", size = 43043524, upload-time = "2025-10-01T18:03:30.666Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/e2/c185bb7e88514d5025f93c6c4092f6120c6cea8fe938974ec9860fb03bbb/llvmlite-0.45.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:d9ea9e6f17569a4253515cc01dade70aba536476e3d750b2e18d81d7e670eb15", size = 43043524, upload-time = "2025-10-01T18:03:43.249Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/05/7213965863cba1ed0150ad045bceed6276a1afaaaedbaeff4699ec4f0ccb/lightgbm-4.7.0-py3-none-macosx_10_15_x86_64.whl", hash = "sha256:dfc1cfe8e760387be1e7ba7a214688be21fdff96e4ed9749188f83e1877c2477", size = 1877851, upload-time = "2026-07-18T21:00:35.225Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/86/f4fe714f2e0bf3941705a20d7f6849dc476276d71236e82ea6b0d6539b86/lightgbm-4.7.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:129535462686f274df179133643118c5c5c5667167fe6c3a28d955f0b3c8e868", size = 1498914, upload-time = "2026-07-18T21:00:36.549Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/a3/b29580948b92e8c2f84dea70118ac702ff067dc52ec4ffb5d73c953536a5/lightgbm-4.7.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d4529acec5c6fefe4768302a529707d0ead90f6a6f42df694b856212e09695b8", size = 3349492, upload-time = "2026-07-18T21:00:37.943Z" },
+    { url = "https://files.pythonhosted.org/packages/15/eb/837ea3b40cc36e22eeebb9785c01e42b2c255d033eea1d2d9ee8e2540e55/lightgbm-4.7.0-py3-none-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d23e922acd891e77212e4d0fbcee9ba973c96dee479491341d05ba595357ebb7", size = 3476028, upload-time = "2026-07-18T21:00:39.331Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/0b/c5c17d862b12ce292f24cd85d40f2f8f8981668fbdbd43fdc2625eccbc79/lightgbm-4.7.0-py3-none-win_amd64.whl", hash = "sha256:f42d1e5b32b6f170e606d7c689c6165671da98d7bf37f1addec2623efc8740c9", size = 1360833, upload-time = "2026-07-18T21:00:40.865Z" },
 ]
 
 [[package]]
 name = "llvmlite"
 version = "0.48.0"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "(python_full_version >= '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version >= '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-    "python_full_version < '3.14' and sys_platform == 'win32'",
-    "python_full_version < '3.14' and sys_platform == 'emscripten'",
-    "(python_full_version < '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-]
 sdist = { url = "https://files.pythonhosted.org/packages/dc/a0/acc8ffcd5bdc63df0097e22c719bfcd61b604358343089313a8aebbb24ab/llvmlite-0.48.0.tar.gz", hash = "sha256:543b19f9ef8f3c7c60d1468191e4ee1b1537bf9f8a3d56f64c0ddd98de92edd2", size = 184016, upload-time = "2026-07-02T20:20:05.308Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/92/a2/28696a9e61e245d1a79816d29d106692a90a2b6e7d78c98b326db70827af/llvmlite-0.48.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:d66c3beb4209087ddd4cf4ed2a0856b6887e6a913bdcf1aacfec9851cf2cba4e", size = 40480651, upload-time = "2026-07-01T18:41:35.694Z" },
@@ -1120,57 +1105,58 @@ wheels = [
 
 [[package]]
 name = "matplotlib"
-version = "3.11.0"
+version = "3.11.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "contourpy" },
     { name = "cycler" },
     { name = "fonttools" },
     { name = "kiwisolver" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
     { name = "packaging" },
     { name = "pillow" },
     { name = "pyparsing" },
     { name = "python-dateutil" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1f/24/080c99d223d158d3a8902769269ab6da5b50f7a0e6e072513907e02b7a6c/matplotlib-3.11.0.tar.gz", hash = "sha256:68c0c7be01b30dcca3638934f7f591df73401235cbdbf0d1ab1c71e7db7f8b57", size = 33251176, upload-time = "2026-06-12T02:29:15.508Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/17/f5276b496c61477a6c4fc5e7401f4bfe1c2e5ef7c6cd67896f2ade3809cb/matplotlib-3.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:06b5872e9cf11adc8f589ded3ce11bc3e1061ad498259664fabc1f6615beb918", size = 9449976, upload-time = "2026-06-12T02:27:50.989Z" },
-    { url = "https://files.pythonhosted.org/packages/82/34/bdd77418adb2178a1d59f044bd67bfebb115896e91b840b8a197eb3f4f4e/matplotlib-3.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0515d495124be3124340e59f164d901ed4484e2246a5b74cfa483cac3b80bd97", size = 9279307, upload-time = "2026-06-12T02:27:53.247Z" },
-    { url = "https://files.pythonhosted.org/packages/94/95/7f522393c88313336b20d70fc849555757b2e5febc22b83b3a3f0fd4bce9/matplotlib-3.11.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be5f93a1d21981bfb802ded0d77a0caa92d4342a47d45754fac77e314a506344", size = 10031353, upload-time = "2026-06-12T02:27:55.215Z" },
-    { url = "https://files.pythonhosted.org/packages/87/ce/8f25a0e3186aefd61913e7467d1b999465bcd0d0c03ac695c1b26ca559b7/matplotlib-3.11.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41635d7909d19e52e924a521dde6d8f670b0f53ab1d0e8c331fa831554f681d1", size = 10839232, upload-time = "2026-06-12T02:27:57.746Z" },
-    { url = "https://files.pythonhosted.org/packages/85/c2/db15da2bbdf9e3ca66df7db8e2c33a1dfed67be24a24d2c878efaaff01d6/matplotlib-3.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:94f5000f67ca9faa300863ea17f8bce9175cb67b88bec4bc7780502d53dd7c9e", size = 10923899, upload-time = "2026-06-12T02:28:00.223Z" },
-    { url = "https://files.pythonhosted.org/packages/e5/2f/a58a4443a4d052a4ea77557478336aefc26c7981f6408d37adba763aa758/matplotlib-3.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:ac6f1ef39f3d0f9e2463303013094992cdbe0f85f43bc54155bc472b2042768e", size = 9329528, upload-time = "2026-06-12T02:28:02.27Z" },
-    { url = "https://files.pythonhosted.org/packages/61/0f/4b669589d47733b97ab9df4b58d6fc1e68acb5ea42a928dc7cbdd6bf5871/matplotlib-3.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:9dd11fb612ce7bc60b1de5b4fc87ff959d22317b5de42aabf392f66f97af22eb", size = 9003413, upload-time = "2026-06-12T02:28:04.49Z" },
-    { url = "https://files.pythonhosted.org/packages/55/41/aa47f156b061d14c98b906f76c428507397708ec63ff94f410ae1752b426/matplotlib-3.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6ce3b839b34ae1f430b4616893a2945a2999debaa7e94e7e29a2a8bbf286f7b5", size = 9450532, upload-time = "2026-06-12T02:28:06.769Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/4f/5a9eb0375e81413953febf8af7b012a6b6357f53438a15c4f5ad86c6bbb5/matplotlib-3.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:373db8f91214e8ccaf35ac833cc1dd59dd961e148bbd55dd027141591dde1313", size = 9279760, upload-time = "2026-06-12T02:28:09.152Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/c0/1117d53077e3ac3152503a84e9cf7a5c239576805ee71276e80c2aaa7471/matplotlib-3.11.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be152b7570324dc8d01574cc9474dd2d803237acf528bcbb5b211fa347461a09", size = 10031623, upload-time = "2026-06-12T02:28:11.26Z" },
-    { url = "https://files.pythonhosted.org/packages/92/7e/e937138daffad65b71bf831a377809dcbc830fb4f31a31e067dc1faa2575/matplotlib-3.11.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:126f256df600652d7e4b394cf3164ff75210a00038f287c95a012a6f58d0e83f", size = 10839372, upload-time = "2026-06-12T02:28:14.102Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/c2/438ecc197ffb8023b6b9922915542f2172f5fd45b76703b0b4fc47322243/matplotlib-3.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:03acfeddf87b0dddb11b081ef7740ad445a3ca8bcb6b8e3011b08f2cf802b75c", size = 10924099, upload-time = "2026-06-12T02:28:16.383Z" },
-    { url = "https://files.pythonhosted.org/packages/40/2e/395883da416f378b3ed2c9f3e843ac477eae1ce731b671b79adaa6f0bacd/matplotlib-3.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:ab3722f04f3ff34c23b5012c5873d2894174e06c3822fcdac3610965a5ac7d06", size = 9329727, upload-time = "2026-06-12T02:28:18.581Z" },
-    { url = "https://files.pythonhosted.org/packages/61/82/2c388956abf8bf392dfb5b8917c502f1082df6a941b781ab8c8e5ba2474b/matplotlib-3.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:c945824670fb8915b4ac879e5e61f3c58e0913022f70a0de4c082b17372f8771", size = 9003506, upload-time = "2026-06-12T02:28:20.474Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/c1/34454baa44da7975ada82e9aea37105ec47059514dc967d3be14426ba8dc/matplotlib-3.11.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3489c3dc487669b4a980bc3068f87856de7a1564248d3f6c629efb2a58b03f24", size = 9499838, upload-time = "2026-06-12T02:28:22.713Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c3/98fe79a398cf232219f090163a7fa7e6766e9f2e0ad26df54d6f8934d8ee/matplotlib-3.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:6a98f5476ce784a50ce09998f4ae1e6a9f25043cef8a480c98949902eda74620", size = 9332298, upload-time = "2026-06-12T02:28:24.796Z" },
-    { url = "https://files.pythonhosted.org/packages/95/e4/b4b7c33151e74e5c802f3cde1ba807ebfc38401e329b44e215a5888dd76d/matplotlib-3.11.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:565af866fd63e4bd3f987d580afe27c44c2552a3b3305f4ecbb85133601ea6f3", size = 10045491, upload-time = "2026-06-12T02:28:27.141Z" },
-    { url = "https://files.pythonhosted.org/packages/71/28/394548efd68354110c1a1be11fe6b6e559e06d1a23da35908a0e316c55a9/matplotlib-3.11.0-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e6b3e64dea5062c570f04358e2711859f3531b459f29516274fbad889079e4f3", size = 10857059, upload-time = "2026-06-12T02:28:29.222Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/44/e7922e6e2a4d63bdfbc9dc4a53e3850ab438d46cf42e6779bb15ec92c948/matplotlib-3.11.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:942b37c5db1899610bd1543ce8e13e4ecff9a4633e7f63bb6aa9205d2644ebd1", size = 10939576, upload-time = "2026-06-12T02:28:31.66Z" },
-    { url = "https://files.pythonhosted.org/packages/3d/be/b1ca96003a441d619b727fee21d671fdff7a5ce2f1bb797b2521aa2f679a/matplotlib-3.11.0-cp313-cp313t-win_amd64.whl", hash = "sha256:c08e649a6313e1291e713623b97a38e5bb4aa580b2a100a94a3309bc6b9c8eb3", size = 9379519, upload-time = "2026-06-12T02:28:33.888Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/72/4bf3b91821c34596dd6a7bdac5836d94f744144c8208939ef49d8ec43f7e/matplotlib-3.11.0-cp313-cp313t-win_arm64.whl", hash = "sha256:2746cd2c113742ff6ce37a864c5ac5fd7aa644568f445e66166e457ac78e40e0", size = 9055456, upload-time = "2026-06-12T02:28:35.878Z" },
-    { url = "https://files.pythonhosted.org/packages/57/52/a94102ac99eb78e2fe9b826674f9ef9ee23327110ea6ab4776c1b4eb6209/matplotlib-3.11.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:3338e3e3de128cf50d0d2fb92a122815daf9c755bd882a474343c05f8fd7ec79", size = 9452137, upload-time = "2026-06-12T02:28:37.93Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/03/b8cdb625a21f710dfa11bbca1f48fb4057d2c0286975f8b415bf80942c99/matplotlib-3.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:25c2e5455efd8d99f41fb79871a31feb7d301569642e332ec58d72cfe9282bc3", size = 9281514, upload-time = "2026-06-12T02:28:40.028Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/2d/4e1240ea82ee197dfb3851e71f71c87eeeb975f1753b56a0588e4e80739a/matplotlib-3.11.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d9695457a467ff86d23f35037a43deb6f1134dd6d3e2ac8ce1e2087cff09ffb9", size = 10843005, upload-time = "2026-06-12T02:28:42.39Z" },
-    { url = "https://files.pythonhosted.org/packages/29/dc/6377ecfaa5fef79430f74a1a16638b4e2aa30d4692bae2c19f9d76fe3b01/matplotlib-3.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:19c16c61dea63b3582918503e6b294193961261d9daa806d4ae2151f1ad05430", size = 11127459, upload-time = "2026-06-12T02:28:44.483Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/41/795c405aa7560443a3b01309424cde4a1113b85c90b8a63417444a749617/matplotlib-3.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2d72ea8b7924f3cb955e61518d21e43b3df1e6c8a793b480a0c1214f185d30ba", size = 10925160, upload-time = "2026-06-12T02:28:46.564Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/f7/3a9e6389a7cfaeff76c56e40c2dabcb13110e21e82f837228c834ebe748c/matplotlib-3.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:1c02da0a629dfa9debf52725ea06866b74c1fb70a895bae05e4493d34074f9f2", size = 9485186, upload-time = "2026-06-12T02:28:49.344Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/c0/396478ee7cf2091d182db8b4a8695f6a37f1ddb978989cf9dbb84cd5c123/matplotlib-3.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:aa55d73b3117d4b07f959cd9eb6f69b375d8df3414139c479388e551aa5d999d", size = 9160349, upload-time = "2026-06-12T02:28:51.382Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/6f/1c3bd51bb2b34eaacdcf3c3d859dbb357f952fc8020c617dc118ad7c9e38/matplotlib-3.11.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:a9d8c6e7cd2f0ddf11d8d92e520dd1d9d2abb0cf6ac8831e338666c81e905847", size = 9500921, upload-time = "2026-06-12T02:28:53.443Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/0d/4d861d0121840cb1a3fd4a10deb211efd6fccd481ed23e553f31f4f4da4a/matplotlib-3.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:be050fcf32f729eda99f7f75a80bf67612ce16ab9ac1c23a387dcaede95cb70e", size = 9332190, upload-time = "2026-06-12T02:28:55.623Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/cb/22f6bc35711a0b5639a784e74e653e77c86210bd4304449dd399a482f74e/matplotlib-3.11.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dfabef0230d0697aa0d717385194dd41162e00207a68bf4abf94c2bf4c27dca0", size = 10854181, upload-time = "2026-06-12T02:28:57.856Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/7e/9a9eaca731a2939589da520f0ebe8fd8753d0f51fca98c7d20af6dbe261a/matplotlib-3.11.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1644db30e759199443493ac5e5caec24fdb775a8f6123021f85ba47c4133c3cb", size = 11137715, upload-time = "2026-06-12T02:29:00.555Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/f9/9b030b6088354acb0296871bb624b25befc1c42509d3c6cd17420c83a5b8/matplotlib-3.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:15b0d160079cb10699a0e98b5989c70677b2df7cacdc62af67c30f2facec46d9", size = 10939427, upload-time = "2026-06-12T02:29:02.527Z" },
-    { url = "https://files.pythonhosted.org/packages/59/94/6b273eaee4ee250863567d100865da61a5c1527fa67f527b7ed22e0dd29c/matplotlib-3.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:446307e6b04b57b1f1239e228a1ec2af0d589a1008cebc3dfa3f5441d095cfb6", size = 9535809, upload-time = "2026-06-12T02:29:04.994Z" },
-    { url = "https://files.pythonhosted.org/packages/60/95/1d36bddf2b7e2692c1540e78a6e5bc88bc1496b137e3e35a611f91b65ac3/matplotlib-3.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:652fb5696271d4c50f196d22a5ff4f8e4444c74f847423570d7dc0aa2bbd0159", size = 9209226, upload-time = "2026-06-12T02:29:07.033Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/49/64/f9a391af28f518b11ad45a8a712353c94a0aefce09d3703200e5c54b610a/matplotlib-3.11.1.tar.gz", hash = "sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30", size = 32612045, upload-time = "2026-07-18T03:39:46.63Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f2/6c/7ef7ebcb2bd9739b2b66b18b076e077f44bb46fdbe28ca0506edb3c62c79/matplotlib-3.11.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74", size = 9453849, upload-time = "2026-07-18T03:38:19.593Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/f8/6d0c312c8d9738e7d9677f09fe5c986b3239e651a7b73a2deb38b65e4a71/matplotlib-3.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b", size = 9283113, upload-time = "2026-07-18T03:38:21.95Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/cf/b4ad2cc81b6672ea29ea04e64e350a9f9b493b0908ccd884c67eeff8f7b2/matplotlib-3.11.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea", size = 10035615, upload-time = "2026-07-18T03:38:24.315Z" },
+    { url = "https://files.pythonhosted.org/packages/88/90/4e10e033d9b66589d8ed98b84c95cdbb57033d57c1f41339d7393dbd2f2e/matplotlib-3.11.1-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472", size = 10842559, upload-time = "2026-07-18T03:38:26.285Z" },
+    { url = "https://files.pythonhosted.org/packages/88/eb/799612d0f8cd3e816a10fec59329fca52cd2353264df80378dfc541ae855/matplotlib-3.11.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481", size = 10927532, upload-time = "2026-07-18T03:38:28.532Z" },
+    { url = "https://files.pythonhosted.org/packages/88/89/56649bbaa2fd12e20f3be03dbcc135b0c8676d88bac17977599e3eb442a0/matplotlib-3.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f", size = 9333886, upload-time = "2026-07-18T03:38:30.477Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/11/4d124efbbad677b7b7552f6f85a3bd432d4232f95400cea98fcd2ae36ef3/matplotlib-3.11.1-cp312-cp312-win_arm64.whl", hash = "sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a", size = 9007545, upload-time = "2026-07-18T03:38:32.833Z" },
+    { url = "https://files.pythonhosted.org/packages/04/6c/4798363b7fb5644e309fe1fac30216e9146c9f70859d80d588c18caf5317/matplotlib-3.11.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191", size = 9454341, upload-time = "2026-07-18T03:38:35.001Z" },
+    { url = "https://files.pythonhosted.org/packages/59/98/6acadbe7f98df19d274bc107ac58bb439fa75df82c33dc110d71a4a8501f/matplotlib-3.11.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1", size = 9283627, upload-time = "2026-07-18T03:38:37.061Z" },
+    { url = "https://files.pythonhosted.org/packages/24/ea/65cec46fe241390ccea1b1754207ee28eb71c5ab866bd5f22fe47e538fa4/matplotlib-3.11.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3", size = 10035860, upload-time = "2026-07-18T03:38:39.663Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/10/63fdccccbabe002fb0960876baabc5e3f24d9c1bb4cfb25651457f74b3a0/matplotlib-3.11.1-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e", size = 10843594, upload-time = "2026-07-18T03:38:42.144Z" },
+    { url = "https://files.pythonhosted.org/packages/98/51/a1155945bff7b91381875022ac1522c5dfdac0d006be8e7df389b3134eae/matplotlib-3.11.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f", size = 10927962, upload-time = "2026-07-18T03:38:44.302Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/3a/3d5e1f42dc761bf53401a62a83ff93389b37de9d2c093b2a3aa49ac34f1b/matplotlib-3.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b", size = 9334074, upload-time = "2026-07-18T03:38:46.616Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/db/3f5ea5a5b64060ef5e1ff60a19170423e41ce21b8497a6fe15a36e0b43e3/matplotlib-3.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2", size = 9007662, upload-time = "2026-07-18T03:38:49.112Z" },
+    { url = "https://files.pythonhosted.org/packages/98/6e/c7ae5e0531425b69c0826b00ebbc264c85cab853f1cd6e096c9983c2cdc1/matplotlib-3.11.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f", size = 9503790, upload-time = "2026-07-18T03:38:51.527Z" },
+    { url = "https://files.pythonhosted.org/packages/92/79/15be162e0a2ed546939674e2e97d0e33ec2447d86d4d4e611fa295bb178c/matplotlib-3.11.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1", size = 9336148, upload-time = "2026-07-18T03:38:53.564Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/7f/36ffe144fc4aacfe0e3ed2318f72b6755d1e73b041d619b4d393e60f5a66/matplotlib-3.11.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464", size = 10049244, upload-time = "2026-07-18T03:38:55.911Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/5f/55812d68c0a840d3a463638f48c00ab1fe338518ec49a640cb6473b444af/matplotlib-3.11.1-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf", size = 10860798, upload-time = "2026-07-18T03:38:58.282Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/64/cca444b4eb5e6c768c44fc5e1f0b5211f20ca2b282778051996e996a2bdf/matplotlib-3.11.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f", size = 10943282, upload-time = "2026-07-18T03:39:00.465Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/0f/a49c329d394f2e9ef38506982107e8b04ecf94dd41a9d8423ff82cc737c7/matplotlib-3.11.1-cp313-cp313t-win_amd64.whl", hash = "sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78", size = 9383532, upload-time = "2026-07-18T03:39:02.468Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/50/103e86afb806d8f64d04ede14e4cfc09dbfc25f512421ff85fdd6ebd59cf/matplotlib-3.11.1-cp313-cp313t-win_arm64.whl", hash = "sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a", size = 9059665, upload-time = "2026-07-18T03:39:04.607Z" },
+    { url = "https://files.pythonhosted.org/packages/35/04/3079499fa8cb661ea66d13d6439d5a3ae6710a7afd5c7f72e08914f275f8/matplotlib-3.11.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3", size = 9456022, upload-time = "2026-07-18T03:39:07.041Z" },
+    { url = "https://files.pythonhosted.org/packages/53/a2/69acfe84ec1f32930e801a5782a07fc5c79c8c6599a507b806d859d5da8e/matplotlib-3.11.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319", size = 9285475, upload-time = "2026-07-18T03:39:09.562Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/b3/31b15a2ca56d4ddd6aaa1c884c2f51cf9a61cfaf5ca6f6fbd6343d38e6df/matplotlib-3.11.1-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f", size = 10847102, upload-time = "2026-07-18T03:39:11.532Z" },
+    { url = "https://files.pythonhosted.org/packages/64/0d/a17e966e620545c1548125af0b29ac812dd17b197a18a7462ac12fa859ee/matplotlib-3.11.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be", size = 11131087, upload-time = "2026-07-18T03:39:13.764Z" },
+    { url = "https://files.pythonhosted.org/packages/97/c5/5e100efdd67abb7de20befaa333612ef9bfc63417fb71398f904f25d083c/matplotlib-3.11.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2", size = 10929036, upload-time = "2026-07-18T03:39:16.888Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/04/d719a0a36930ecc8dfc801ff340f9dcfc4223f8ca5d39d06b4020032fff8/matplotlib-3.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6", size = 9489571, upload-time = "2026-07-18T03:39:19.449Z" },
+    { url = "https://files.pythonhosted.org/packages/48/65/facabdc2f1f6caba7e856db64dfedddca25f7608df07d96a1c8fd114fd3b/matplotlib-3.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685", size = 9164486, upload-time = "2026-07-18T03:39:21.424Z" },
+    { url = "https://files.pythonhosted.org/packages/88/dd/18da6cd01cf96354534f98c468a25380c68ce582a2c9dd0cae12b04af4f2/matplotlib-3.11.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae", size = 9504876, upload-time = "2026-07-18T03:39:23.633Z" },
+    { url = "https://files.pythonhosted.org/packages/79/b0/f0b63555a18b79d038c81fd6126f35fc4dfce0eaff48d96103348c7cf935/matplotlib-3.11.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda", size = 9336120, upload-time = "2026-07-18T03:39:25.797Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/dd/f210ec7c4a6f198d5567237048a93d0811fb5a1f1691f13320e592f95b41/matplotlib-3.11.1-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb", size = 10858033, upload-time = "2026-07-18T03:39:27.999Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/d2/d6d5324507c5fbb316db48e258c09c2807f3de03d9af47017e120070926f/matplotlib-3.11.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2", size = 11141827, upload-time = "2026-07-18T03:39:30.092Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/68/3c22e9320bdce2c4d2f1320643ef706db7a24cb7420eea28b97a2d67f5a8/matplotlib-3.11.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d", size = 10943061, upload-time = "2026-07-18T03:39:32.356Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/4a/907ed190ee81a9df581e0ed5456134fc0f7cb55ffcfda2f9e54ca900761c/matplotlib-3.11.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb", size = 9540074, upload-time = "2026-07-18T03:39:34.789Z" },
+    { url = "https://files.pythonhosted.org/packages/23/d4/97c19b77e0a6e3b48581185bb65088f431cd20186076cc0f650a1757ea46/matplotlib-3.11.1-cp314-cp314t-win_arm64.whl", hash = "sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987", size = 9213472, upload-time = "2026-07-18T03:39:37.141Z" },
 ]
 
 [[package]]
@@ -1257,7 +1243,7 @@ wheels = [
 
 [[package]]
 name = "mkdocs-material"
-version = "9.7.6"
+version = "9.7.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "babel" },
@@ -1272,9 +1258,9 @@ dependencies = [
     { name = "pymdown-extensions" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/45/29/6d2bcf41ae40802c4beda2432396fff97b8456fb496371d1bc7aad6512ec/mkdocs_material-9.7.6.tar.gz", hash = "sha256:00bdde50574f776d328b1862fe65daeaf581ec309bd150f7bff345a098c64a69", size = 4097959, upload-time = "2026-03-19T15:41:58.161Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f1/cd/c05d3a530ba7934f144fb45f7203cd236adc25c7bdcc34673d202f4b0278/mkdocs_material-9.7.7.tar.gz", hash = "sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855", size = 4097923, upload-time = "2026-07-17T16:21:33.156Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2c/01/bc663630c510822c95c47a66af9fa7a443c295b47d5f041e5e6ae62ef659/mkdocs_material-9.7.6-py3-none-any.whl", hash = "sha256:71b84353921b8ea1ba84fe11c50912cc512da8fe0881038fcc9a0761c0e635ba", size = 9305470, upload-time = "2026-03-19T15:41:55.217Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/21/17c1bc9e6f47c972ad66fb2ac2568f99f90f1207eeb6fc3b34d094dba7b5/mkdocs_material-9.7.7-py3-none-any.whl", hash = "sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f", size = 9305438, upload-time = "2026-07-17T16:21:30.017Z" },
 ]
 
 [[package]]
@@ -1328,12 +1314,11 @@ source = { editable = "." }
 dependencies = [
     { name = "matplotlib" },
     { name = "ml4t-specs" },
-    { name = "numba", version = "0.62.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "numba", version = "0.66.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numba" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
     { name = "polars" },
     { name = "pyarrow" },
     { name = "pydantic" },
@@ -1367,7 +1352,8 @@ all = [
     { name = "pytest-xdist" },
     { name = "ruff" },
     { name = "seaborn" },
-    { name = "shap" },
+    { name = "shap", version = "0.49.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "shap", version = "0.52.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
     { name = "ta-lib" },
 ]
 calendars = [
@@ -1388,7 +1374,8 @@ dev = [
     { name = "pytest-timeout" },
     { name = "pytest-xdist" },
     { name = "ruff" },
-    { name = "shap" },
+    { name = "shap", version = "0.49.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "shap", version = "0.52.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
     { name = "ta-lib" },
     { name = "yfinance" },
 ]
@@ -1399,7 +1386,8 @@ docs = [
 ]
 ml = [
     { name = "lightgbm" },
-    { name = "shap" },
+    { name = "shap", version = "0.49.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "shap", version = "0.52.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
 ]
 store = [
     { name = "duckdb" },
@@ -1591,39 +1579,14 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827", size = 23438, upload-time = "2025-12-20T14:08:52.782Z" },
 ]
 
-[[package]]
-name = "numba"
-version = "0.62.1"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-    "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-]
-dependencies = [
-    { name = "llvmlite", version = "0.45.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/a3/20/33dbdbfe60e5fd8e3dbfde299d106279a33d9f8308346022316781368591/numba-0.62.1.tar.gz", hash = "sha256:7b774242aa890e34c21200a1fc62e5b5757d5286267e71103257f4e2af0d5161", size = 2749817, upload-time = "2025-09-29T10:46:31.551Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/5e/fa/30fa6873e9f821c0ae755915a3ca444e6ff8d6a7b6860b669a3d33377ac7/numba-0.62.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:1b743b32f8fa5fff22e19c2e906db2f0a340782caf024477b97801b918cf0494", size = 2685346, upload-time = "2025-09-29T10:43:43.677Z" },
-    { url = "https://files.pythonhosted.org/packages/22/76/501ea2c07c089ef1386868f33dff2978f43f51b854e34397b20fc55e0a58/numba-0.62.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:b72489ba8411cc9fdcaa2458d8f7677751e94f0109eeb53e5becfdc818c64afb", size = 2685766, upload-time = "2025-09-29T10:43:49.161Z" },
-]
-
 [[package]]
 name = "numba"
 version = "0.66.0"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "(python_full_version >= '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version >= '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-    "python_full_version < '3.14' and sys_platform == 'win32'",
-    "python_full_version < '3.14' and sys_platform == 'emscripten'",
-    "(python_full_version < '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-]
 dependencies = [
-    { name = "llvmlite", version = "0.48.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin')" },
+    { name = "llvmlite" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ae/a0/570e3dc53e5602b49108f62a13e529f1eec8bfc7ef37d49c825924dcf546/numba-0.66.0.tar.gz", hash = "sha256:b900e63a0e26c05ea9a6d5a3a5a0a177cb64c5011887bf43edb8c3ed2c38d363", size = 2806181, upload-time = "2026-07-01T23:12:46.36Z" }
@@ -1651,7 +1614,6 @@ name = "numpy"
 version = "2.2.6"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
     "python_full_version < '3.14' and sys_platform == 'win32'",
     "python_full_version < '3.14' and sys_platform == 'emscripten'",
     "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
@@ -1691,6 +1653,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/67/0e/35082d13c09c02c011cf21570543d202ad929d961c02a147493cb0c2bdf5/numpy-2.2.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06", size = 12771374, upload-time = "2025-05-17T21:43:35.479Z" },
 ]
 
+[[package]]
+name = "numpy"
+version = "2.3.5"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/65/21b3bc86aac7b8f2862db1e808f1ea22b028e30a225a34a5ede9bf8678f2/numpy-2.3.5.tar.gz", hash = "sha256:784db1dcdab56bf0517743e746dfb0f885fc68d948aba86eeec2cba234bdf1c0", size = 20584950, upload-time = "2025-11-16T22:52:42.067Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/44/37/e669fe6cbb2b96c62f6bbedc6a81c0f3b7362f6a59230b23caa673a85721/numpy-2.3.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:74ae7b798248fe62021dbf3c914245ad45d1a6b0cb4a29ecb4b31d0bfbc4cc3e", size = 16733873, upload-time = "2025-11-16T22:49:49.84Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/9c/1ca85fb86708724275103b81ec4cf1ac1d08f465368acfc8da7ab545bdae/numpy-2.3.5-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3101e5177d114a593d79dd79658650fe28b5a0d8abeb8ce6f437c0e6df5be1a4", size = 6628559, upload-time = "2025-11-16T22:49:57.371Z" },
+    { url = "https://files.pythonhosted.org/packages/db/69/9cde09f36da4b5a505341180a3f2e6fadc352fd4d2b7096ce9778db83f1a/numpy-2.3.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d0f23b44f57077c1ede8c5f26b30f706498b4862d3ff0a7298b8411dd2f043ff", size = 16728251, upload-time = "2025-11-16T22:50:19.013Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/b4/ee5bb2537fb9430fd2ef30a616c3672b991a4129bb1c7dcc42aa0abbe5d7/numpy-2.3.5-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:afaffc4393205524af9dfa400fa250143a6c3bc646c08c9f5e25a9f4b4d6a903", size = 6622990, upload-time = "2025-11-16T22:50:26.47Z" },
+    { url = "https://files.pythonhosted.org/packages/13/cb/71744144e13389d577f867f745b7df2d8489463654a918eea2eeb166dfc9/numpy-2.3.5-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:414802f3b97f3c1eef41e530aaba3b3c1620649871d8cb38c6eaff034c2e16bd", size = 16827292, upload-time = "2025-11-16T22:50:47.715Z" },
+    { url = "https://files.pythonhosted.org/packages/80/ae/429bacace5ccad48a14c4ae5332f6aa8ab9f69524193511d60ccdfdc65fa/numpy-2.3.5-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:30bc11310e8153ca664b14c5f1b73e94bd0503681fcf136a163de856f3a50139", size = 6721275, upload-time = "2025-11-16T22:50:56.794Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/97/1a914559c19e32d6b2e233cf9a6a114e67c856d35b1d6babca571a3e880f/numpy-2.3.5-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:bf06bc2af43fa8d32d30fae16ad965663e966b1a3202ed407b84c989c3221e82", size = 16735706, upload-time = "2025-11-16T22:51:19.558Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/0e/0698378989bb0ac5f1660c81c78ab1fe5476c1a521ca9ee9d0710ce54099/numpy-2.3.5-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:2dcd0808a421a482a080f89859a18beb0b3d1e905b81e617a188bd80422d62e9", size = 6626603, upload-time = "2025-11-16T22:51:27Z" },
+    { url = "https://files.pythonhosted.org/packages/17/e1/f6a721234ebd4d87084cfa68d081bcba2f5cfe1974f7de4e0e8b9b2a2ba1/numpy-2.3.5-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:17531366a2e3a9e30762c000f2c43a9aaa05728712e25c11ce1dbe700c53ad41", size = 16834503, upload-time = "2025-11-16T22:51:50.443Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/3b/78aebf345104ec50dd50a4d06ddeb46a9ff5261c33bcc58b1c4f12f85ec2/numpy-2.3.5-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:cc0a57f895b96ec78969c34f682c602bf8da1a0270b09bc65673df2e7638ec20", size = 6724502, upload-time = "2025-11-16T22:51:58.584Z" },
+]
+
 [[package]]
 name = "numpy"
 version = "2.4.4"
@@ -1777,86 +1760,50 @@ wheels = [
 
 [[package]]
 name = "pandas"
-version = "2.3.3"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-]
-dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "python-dateutil", marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pytz", marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "tzdata", marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223, upload-time = "2025-09-29T23:34:51.853Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846, upload-time = "2025-09-29T23:19:48.856Z" },
-    { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671, upload-time = "2025-09-29T23:21:05.024Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227, upload-time = "2025-09-29T23:22:24.343Z" },
-    { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635, upload-time = "2025-09-29T23:25:52.486Z" },
-    { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504, upload-time = "2025-09-29T23:29:31.47Z" },
-]
-
-[[package]]
-name = "pandas"
-version = "3.0.3"
+version = "3.0.5"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "(python_full_version >= '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version >= '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-    "python_full_version < '3.14' and sys_platform == 'win32'",
-    "python_full_version < '3.14' and sys_platform == 'emscripten'",
-    "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
-    "(python_full_version < '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
-]
 dependencies = [
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "python-dateutil", marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "python-dateutil" },
     { name = "tzdata", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f8/87/4341c6252d1c47b08768c3d25ac487362bf403f0313ddae4a2a26c9b1b4c/pandas-3.0.3.tar.gz", hash = "sha256:696a4a00a2a2a35d4e5deb3fc946641b96c944f02230e4f76137fe35d806c4fc", size = 4651414, upload-time = "2026-05-11T18:54:29.21Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/24/f1/392f8c5bfc16f66a0d2d41561c01627c228fe7ed2a0d056ef11315042570/pandas-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fed2ff7fd9779120e388e285fc029bd5cf9490cdd2e4166a9ee22c0e49a9ab09", size = 10357846, upload-time = "2026-05-11T18:52:36.143Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/3d/b16412745651e855f357e5e66930248688378853a6e2698a214e331fba1f/pandas-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b168fc218fd80a6cbdbdbc1a97ddc7889ed057d7eb45f50d866ceab5f39904c4", size = 9899550, upload-time = "2026-05-11T18:52:38.976Z" },
-    { url = "https://files.pythonhosted.org/packages/31/a8/fa2535168fffcedf67f4f6de28d2dd903a747ca7c8ea6989451aaeb3a92f/pandas-3.0.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0383c72c75cdcca61a9e116e611143902dbfd08bff356829c2f6d1cf40a9ca8c", size = 10412965, upload-time = "2026-05-11T18:52:41.915Z" },
-    { url = "https://files.pythonhosted.org/packages/65/b6/09b01cdbc15224e2850365192d17b7bdebb8bdbd8780ed221fcdf0d9a515/pandas-3.0.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6dc0b3fd2169c9157deed50b4d519553a3655c8c6a96027136d654592be973a9", size = 10894600, upload-time = "2026-05-11T18:52:45.02Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/a4/2eb28f2fccb4ced4a2c79ab2a5dee9ade1ebf44922ebad6fea158c9f95d4/pandas-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7e65d5407dc0b394f509699650e4a2ec01c0514f21850f453fa60f3be79a5dbf", size = 11422824, upload-time = "2026-05-11T18:52:48.058Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/45/830bb57f533a4604b355e07edcb8ea18cf88b5f94e5fca92f27052d7c597/pandas-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f8894dc474d648fe7b6ff0ca9b0bd73950d19952bc1a6534540762c5d79d305c", size = 11950889, upload-time = "2026-05-11T18:52:50.905Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/c5/fc1b368f303087d20e8c9bf3d6ceb186263cfac0ade735cd938538bea839/pandas-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:c7be265b62cef88e253a941e4698604973736dcfe242fdb5198f0f7bc473cdcc", size = 9755463, upload-time = "2026-05-11T18:52:53.386Z" },
-    { url = "https://files.pythonhosted.org/packages/86/bd/fda8f9705b1b09c6ebe14bfc0fa0e4ec8584d54ea673628f157ff55131af/pandas-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:557409bc4178e70ee8d9ddb494798e51ebf6ea59330f6be22c51bab2a7db6c49", size = 9066158, upload-time = "2026-05-11T18:52:56.038Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/90/62d8302883c44308c477e222c3daf7c813a34c8e96985882fbd53d964352/pandas-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:67b3b64c11910cfa29f4e94a14d3bff9ee693b6fc76055e7cad549cee0aec5fa", size = 10331071, upload-time = "2026-05-11T18:52:58.838Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/ae/6a6493c783a101f165e4356953ba3c74d6f77f0042fa7d753da9dfbb640c/pandas-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:39436b377d56d2a2e52d0395bdbee171f01068e99af5250509aceeb929f765c7", size = 9875690, upload-time = "2026-05-11T18:53:01.431Z" },
-    { url = "https://files.pythonhosted.org/packages/62/7c/5df8e9f56c69a2769fbe9382a5ef8f2658c007e376434e1e2cbb57ad895f/pandas-3.0.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d4be06d68f9ddcfc645b87534911da79a8fbffc7573c80e0edcf42a5020624d8", size = 10381634, upload-time = "2026-05-11T18:53:04.393Z" },
-    { url = "https://files.pythonhosted.org/packages/99/68/1237369725aa617bb358263d535803e3053fdbc593513ec5ed9c9896b5b6/pandas-3.0.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a4eeb6830daf35a71cc09649bd823e2b542dac246cdee9614c6e4bd65028cd6a", size = 10891243, upload-time = "2026-05-11T18:53:07.643Z" },
-    { url = "https://files.pythonhosted.org/packages/25/93/77d108e8af7222b4a503ebde0e30215b1c2e4f8e53a526431890f22d5586/pandas-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1928e07221f82db493cd4af1e23c1bfca524a19a4699887975bff68f49a72bfb", size = 11388659, upload-time = "2026-05-11T18:53:10.634Z" },
-    { url = "https://files.pythonhosted.org/packages/d0/bd/eff5b4399f332ac386c853f6cd2bd3fa2ca0061b9f36ecd9c4d7c4265649/pandas-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:51b1fe551acb77dac643c6fda86084d8d446c10fe64b06a9cc29c4cc8540e7f2", size = 11942880, upload-time = "2026-05-11T18:53:13.536Z" },
-    { url = "https://files.pythonhosted.org/packages/2c/20/559ace4200982c3887d0b86bfd0d856a2143ef8ddab63cc07934951a964c/pandas-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:a82d532a3351d435432cd913edbccaf8b8e01d4dd0e5ced5a8d2e8ecd94c7e44", size = 9757091, upload-time = "2026-05-11T18:53:16.306Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/66/69055a09fe200f29f922a3eeec4804611900b95f52d932ece3393c3c0c19/pandas-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:275c14e0fce14a2ec20eee474aecd305478ea3c1e6f6a9d8fe219a165542717e", size = 9057282, upload-time = "2026-05-11T18:53:18.768Z" },
-    { url = "https://files.pythonhosted.org/packages/57/0e/efe801b0e6811e8e650cd21b7f2608e30f08a7067e2bf6e8752b0d56ee3c/pandas-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:46997386d528eb40376ecd6b033cf4a8a1e5282580f68f43de875b78cba2199d", size = 10767016, upload-time = "2026-05-11T18:53:21.227Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/dc/eb55135a1d5f0f0519f28da1f609a206d2cad1f9c35c32d51e38dd7261ae/pandas-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:261e308dfb22448384b7580cf719d2f998fe2966c92893c3e77d14008af1f066", size = 10420210, upload-time = "2026-05-11T18:53:23.982Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/3e/b1d5d955ce33ffecb407465a60bc32769d74fcf68224b7ae67ae11d4dea4/pandas-3.0.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dd1a5d1def6a46002e964510bdc67c368aa0951df5d1d9f8365336f5a1f490cd", size = 10336126, upload-time = "2026-05-11T18:53:26.731Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/76/a01261711ab60a22d71b862f0de20e4c504bf80457270ad8cb42110f6abc/pandas-3.0.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d72828c20c6d6e83e1e22a6a3b47b326b71664112fa9705dcbccfd7a39b62085", size = 10728051, upload-time = "2026-05-11T18:53:29.125Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/21/ea191195e587b18cf682e97f433f81b2d0fbe341380e80a3e0d6e4403c8e/pandas-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:d26cbe1fcfc12e8fd900e2454163e466b2d3af84f7c75481df7683ffc073d870", size = 11350796, upload-time = "2026-05-11T18:53:32.056Z" },
-    { url = "https://files.pythonhosted.org/packages/64/69/f0eaaf54939f0e8c6768fd06be9af2cef9b36048b96dfb9e1b2c685a807e/pandas-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:3e91cec1879ada0624fc3dc9953c5cbd60208e59c0db28f540c5d6d47502422f", size = 11799741, upload-time = "2026-05-11T18:53:34.985Z" },
-    { url = "https://files.pythonhosted.org/packages/45/a4/865e0e510cae5fc2194de4db28be638952de942571ba9125934fd9c01d47/pandas-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:08d789b41f87e0905880e293cedf6197ce71fe67cc081358b1e148a491b9bd13", size = 10499958, upload-time = "2026-05-11T18:53:37.857Z" },
-    { url = "https://files.pythonhosted.org/packages/86/54/effdcc3c0ff7a08037889200e148ebe94c16c4f653be078c7b3675955df1/pandas-3.0.3-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:3650109c0f22879df8bd6179ab9ee3d7f1d1d4e7e0094a3f0032d9f51e2e64ac", size = 10336065, upload-time = "2026-05-11T18:53:41.099Z" },
-    { url = "https://files.pythonhosted.org/packages/68/10/bf2d6738d72748b961a3751ab89522d58c54efc36a8e1a12161216cd45cf/pandas-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:bab900348131a7db1f69a7309ef141fd5680f1487094193bcbbb61791573bf8f", size = 9926101, upload-time = "2026-05-11T18:53:43.515Z" },
-    { url = "https://files.pythonhosted.org/packages/ae/e9/e35cf11c8a136e757b956f5f0efdcaa50aecde85ea055f1898dfc68262f3/pandas-3.0.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ba7e08b9ac1d54569cd1e256e3668975ed624d6826f7b68df0342b012007bddb", size = 10457553, upload-time = "2026-05-11T18:53:46.394Z" },
-    { url = "https://files.pythonhosted.org/packages/58/3b/1cdec6772bdbaf7b25dab360c59f03cadf05492dd724c6540af905389b07/pandas-3.0.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d71c63ae4ebdbf70209742096f1fc46a83a0613c99d4b23766cced9ff8cd62a", size = 10914065, upload-time = "2026-05-11T18:53:49.134Z" },
-    { url = "https://files.pythonhosted.org/packages/c4/c2/1ef644445fcd72e3627bceec77e3560636f87ddce4ed841afe76b83b5bf9/pandas-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e3a2ec42c98ffa2565a67e08e218d06d72576d758d90facb7c00805194d8f360", size = 11459188, upload-time = "2026-05-11T18:53:52.527Z" },
-    { url = "https://files.pythonhosted.org/packages/7e/49/4d8d4f42cbc9c4adc7a1870f269c02cbd6cd40d059622c06fb298addcbad/pandas-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:335f62418ed562cfc3c49e9e196375c28b729dcef8543abf4f9438e381bf3c76", size = 11982966, upload-time = "2026-05-11T18:53:55.043Z" },
-    { url = "https://files.pythonhosted.org/packages/38/55/792619469bab9882d8bbd5865d45a72f6478762d04a9af4bf0d08c503e95/pandas-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:3c20a521bbb85902f79f7270c80a59e1b5452d96d170c034f207181870f97ac5", size = 9876755, upload-time = "2026-05-11T18:53:58.067Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/af/33c469653b0ba03b50c3a98192d4c07f0c75c66b263ceb097fce0ee97d31/pandas-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:a2d2dff8a04f3917b55ab3910c32990f8ddf7eceba114947838cefa976a68977", size = 9198658, upload-time = "2026-05-11T18:54:00.733Z" },
-    { url = "https://files.pythonhosted.org/packages/a2/fa/b8c257bd76b8bd060c3a9151c1fca05e9b9c5e3af5d0f549c0356f6d143d/pandas-3.0.3-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:0d589105b3c14645af1738ff279b2995102d8f7a03b0a66dc8d95550eb513e04", size = 10787242, upload-time = "2026-05-11T18:54:03.564Z" },
-    { url = "https://files.pythonhosted.org/packages/54/eb/f19206ffb0bf1919002969aa448b4702c6594845156a6f8050674855aac3/pandas-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:13fc1e853d9e04743d11ba75a985ccbc2a317fe07d8af61e445a6fd24dacd6a6", size = 10436369, upload-time = "2026-05-11T18:54:06.311Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/24/c7c39fb4fe22b71a0c2d78bf0c585c600092d85f94f086d2b3b2f6ca27e2/pandas-3.0.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:819959dab7bbd0049c15623fbac4e29a191b9528160a61fb1032242d8ced2d9c", size = 10358306, upload-time = "2026-05-11T18:54:09.085Z" },
-    { url = "https://files.pythonhosted.org/packages/16/ec/dd2a9eb7fa1204df88c0864164e35b228ac581062ac612ba0a67fd812e4c/pandas-3.0.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:60ae316d3fd75d1858d450d0db0103ea2be3e7d4a95ec2f064f7e2ae63f7b028", size = 10758394, upload-time = "2026-05-11T18:54:11.956Z" },
-    { url = "https://files.pythonhosted.org/packages/95/6e/00c61ea8e85b4f6d8d35e11852a1a4998fc7fafc91c6a602d1cc9c972d64/pandas-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bd3a518890b400d32f9023722dc9a9a5c969f00b415419a3c06c043f09bb5d7d", size = 11375717, upload-time = "2026-05-11T18:54:14.539Z" },
-    { url = "https://files.pythonhosted.org/packages/31/89/8fc1c268969fac43688d65fd92e67df24bd128d53cb4d2eee534cd307399/pandas-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9c39be2d709d01fa972a0cabc522389fceca4f3969332ba25a7d6c5802cf976a", size = 11828897, upload-time = "2026-05-11T18:54:17.146Z" },
-    { url = "https://files.pythonhosted.org/packages/56/3b/e7d20dea247a3e6dc0bd8a6953854afbedc03951def4e7371e05e7263e25/pandas-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4db8c527972a821cf5286b40ccc57642a39bc62e62022b42f99f8a67fca8c3a1", size = 10900855, upload-time = "2026-05-11T18:54:19.72Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/54/68a0978d1ef8502b8492099beaa6e7a0c1b32e3b5d4f677f5810cb08711c/pandas-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b2c95f8bfc1ee412bf482605d7bfd30c12d1d26bd59fdd91efeef1d4718decb1", size = 9466464, upload-time = "2026-05-11T18:54:22.754Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/be/4f/5f3422a2afec5ffc46308b79e53291365a93748b498ac2e58bead0197916/pandas-3.0.5.tar.gz", hash = "sha256:dca3734d6ab7c906e6730f0788b0a1dbb9f2467731f9711f77995c8e9d62d712", size = 4658219, upload-time = "2026-07-22T22:19:28.819Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1c/54/1dc810ea558d1320b597aa140a514f2fdf1d2ea09c38cf556f13ea712ec9/pandas-3.0.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fa290c16964d4963fbfbc358928239cf3bd755b20e988ce944877def2f44471d", size = 10411717, upload-time = "2026-07-22T22:18:08.307Z" },
+    { url = "https://files.pythonhosted.org/packages/68/56/fbe81c09195924d8b7b8d4461a20458fe80a6a5ed6b24f0314da684277e1/pandas-3.0.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2e26bb46934b8a2ca0c3de1d3d606fc5f6746584791b2db264d58cf370e08dc", size = 9957095, upload-time = "2026-07-22T22:18:10.6Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/51/fac252f4a913ed5eabf3c11b880a9e8d5a6c10f0b2129d0462212d238b4d/pandas-3.0.5-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:73fa87b08a7ef706f8aafda39ddaccf2a99047bea62d8c88a0361bcafb2237bc", size = 10485458, upload-time = "2026-07-22T22:18:12.834Z" },
+    { url = "https://files.pythonhosted.org/packages/12/98/e976540c1addf70442be7842a18cf70884a964abbf69442504f4d2939989/pandas-3.0.5-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d373ce03ffd84010ed9839fa73672a9c8256990532e158440c0085db7d914b34", size = 10998091, upload-time = "2026-07-22T22:18:15.209Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/8c/1f29b5be8d3fc47dd7567eb167fabba2085879b31e0287ce7cba6d3d2ff4/pandas-3.0.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2a29c53d85ea98c5e792c59ef82ee9fbe6ca902c0d0adb6b23f45ef894cd7bf6", size = 11499501, upload-time = "2026-07-22T22:18:17.689Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/e2/bd9c98ad2df7b38bde002adde4cdf353519da51881634323b126c55997f9/pandas-3.0.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a5ad3b02ed6bc7d7ae9b70804b2c6aa31827489d150f8e623ce82491b82085d7", size = 12060559, upload-time = "2026-07-22T22:18:20.147Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/9a/ffbd852d58bd74a617fe2f8ee6a58a96982271ce41cf981eab22190b4a4b/pandas-3.0.5-cp312-cp312-pyemscripten_2024_0_wasm32.whl", hash = "sha256:b2acb4650527eec6822c3dadb2b771277b65e7dae7a267d4bccf65fd1bb3fbce", size = 7197652, upload-time = "2026-07-22T22:18:22.502Z" },
+    { url = "https://files.pythonhosted.org/packages/70/b5/d2d3e9ae73362ba4229651b0ee1455cf78073a1ce585f6ff693782ce263e/pandas-3.0.5-cp312-cp312-win_amd64.whl", hash = "sha256:80a611068e8a3ac23f7398c6c14eb46dc974e5cc9997f653e2dcfd1da74edd41", size = 9831691, upload-time = "2026-07-22T22:18:24.534Z" },
+    { url = "https://files.pythonhosted.org/packages/52/51/dea1e89d6a6796b9c43f85a09b484ee03edb8a4c4842e73e200a8c11301c/pandas-3.0.5-cp312-cp312-win_arm64.whl", hash = "sha256:25ff585b972a18ef1fe9ffa3ac6544d9950508aa76832e5147640b6022821e49", size = 9105796, upload-time = "2026-07-22T22:18:27.064Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/09/7b95c4a0025227d6f118c4039b423412ac6a982db02864166185d812fbc7/pandas-3.0.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c1c05a767fe8e5b4fe9e1c29806829c582052eaedb9120a3da83ba3f69e24a5b", size = 10385742, upload-time = "2026-07-22T22:18:29.346Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/0c/dc78fd8c4da477b4b5e8ad37295af352190d21ef63a9ee1bc071753074cc/pandas-3.0.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b86765f268b56f7e665b93bce9d5df69dee7f99e595cf8fb839483ab315942a3", size = 9932067, upload-time = "2026-07-22T22:18:31.833Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/71/3592c055cf44df9808550f9368ceda80ff2b224d355ef73fe251dcda1802/pandas-3.0.5-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c597ecf5616b5c420372c1d4d4c00dbbfba7398bea857dcc984347e1ea48417b", size = 10466756, upload-time = "2026-07-22T22:18:34.195Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/70/4363150359f95b4cb4bcbb34ca23572bb5495749a621a8f3d5a1ddfd293c/pandas-3.0.5-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4b11c36e218331d0387cbe3a0a5f75162357a1d92d57b2b08a336ff94b19b2be", size = 10938525, upload-time = "2026-07-22T22:18:36.81Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/d0/317e7a0c67c0e69fa905a0161409397a7dc2d46ff611f6ca4803352c042b/pandas-3.0.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cf52e1f61d229496da17dc7ab54acdee627357e7008fd4fecba3d0ba2937fa58", size = 11489303, upload-time = "2026-07-22T22:18:39.287Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/8d/36dade89b49e4f9d5cbdbe863772581f98c0c6d78fc39ad4c557f6f2e17e/pandas-3.0.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:db172144bb56422bd157812f3b021eacc255451470b31e2c633c349490a1cfee", size = 11989004, upload-time = "2026-07-22T22:18:42.208Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/ba/18c4ec8a746e177da05a9e7a7963781d8ea195780724f854601b6ebd6b78/pandas-3.0.5-cp313-cp313-win_amd64.whl", hash = "sha256:0d298e951f23016ce4699951d044ae6418dbc91bf68cefca0f77666fcbb4e5c6", size = 9826896, upload-time = "2026-07-22T22:18:44.539Z" },
+    { url = "https://files.pythonhosted.org/packages/de/ec/28a57266b753799a87b8bc79e7887ac6fd981b8c6d2978a0b7e7b6bd708c/pandas-3.0.5-cp313-cp313-win_arm64.whl", hash = "sha256:66266d3442a5e8b3c90274c2b8b230bee42dd1c286bc822cc2f9f2c7e12b883e", size = 9094790, upload-time = "2026-07-22T22:18:47.468Z" },
+    { url = "https://files.pythonhosted.org/packages/51/2f/cf6aae281264f4463f0875bcbb15fd2bb6d291cc535187dad1732475e4a9/pandas-3.0.5-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:2f264fc46911cc8131a7322a16199bbf8e353d27c10bb211f5bd0c814324dc36", size = 10390034, upload-time = "2026-07-22T22:18:49.818Z" },
+    { url = "https://files.pythonhosted.org/packages/06/ec/5189518c7a7659c4bdcc6b1eb32c46c6f3c86b0661ffd84143d1112c7732/pandas-3.0.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:53730687fcd161883b24e10411c06d6a4c0f2275d2faf3bb2bc25deb4ba8007c", size = 9980065, upload-time = "2026-07-22T22:18:52.249Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/f1/598503ce8d7e3c35601e0747ba288c7864baae66380725bc12f13f884dfe/pandas-3.0.5-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:960d3ebcf249f75206899fcd2c6de53f736b7265759ced0d3e559df0b8b709b0", size = 10545532, upload-time = "2026-07-22T22:18:54.813Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/de/ceae2adf7034e07e9910299fe412e1819c4f0dd520700a888bcb03625448/pandas-3.0.5-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e94c2c5ca43bd3ca32bf64d32308887b65e5f9bfd8023ea52755107a999f93b", size = 10963120, upload-time = "2026-07-22T22:18:57.42Z" },
+    { url = "https://files.pythonhosted.org/packages/66/25/86e0f4451874eb79e688deeebe3c451fec4557f8952005818d800ee8ac7e/pandas-3.0.5-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e819dd5f62966b481a8cb649d3299ebd886a1ea91ed5a99bf7ce77c98d18ab94", size = 11563178, upload-time = "2026-07-22T22:18:59.729Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/45/8643daa3b4147e433adfcccefdd0380d3aad79d86b15d8999730fe1944d5/pandas-3.0.5-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3c5ed2e7c06e91d340dfd091d7934f9bc82e4a36b95f647f090b9d1c9ac649da", size = 12028708, upload-time = "2026-07-22T22:19:02.164Z" },
+    { url = "https://files.pythonhosted.org/packages/96/58/ad979ae617615576e8aafd569c9d4b62f1191d896e38f51d66ba06f3b89a/pandas-3.0.5-cp314-cp314-win_amd64.whl", hash = "sha256:cd8f7c6dc98527058ee6264219343f5392240a6f1bfa654fc5d79023020d0c92", size = 9951806, upload-time = "2026-07-22T22:19:04.596Z" },
+    { url = "https://files.pythonhosted.org/packages/69/32/7ac03886b304049a9d2625ee88f59af760d8a93bd30ed9239bce7b9869a8/pandas-3.0.5-cp314-cp314-win_arm64.whl", hash = "sha256:5183427f5a8156d480f30333777bc978be93650a49a7c01db26adffe95b31e85", size = 9238297, upload-time = "2026-07-22T22:19:06.836Z" },
+    { url = "https://files.pythonhosted.org/packages/be/ed/1d1f2ee5547d5167face2376d11c8b2a4c7bfff5a416ee7a9046891fab1e/pandas-3.0.5-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:303da736987d481074ca720ada325f8bd80c64ebc2d45ed79b29df3aaa4a26ca", size = 10849690, upload-time = "2026-07-22T22:19:09.391Z" },
+    { url = "https://files.pythonhosted.org/packages/57/55/17e17152e98fbb0c4b1e562bc65387a2f20a80db0f4a86bf8d3a0e4248d4/pandas-3.0.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3b2801bbb049d0136f6c213eae02b5fca969384fc2064dd728d8620552aa49da", size = 10509945, upload-time = "2026-07-22T22:19:11.773Z" },
+    { url = "https://files.pythonhosted.org/packages/88/90/817d44dbf83facf9556f33576d9af0a241981e7bb5c00606c0bcb5df8dda/pandas-3.0.5-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cce3a9d11d2b1f82c69a27ec1f4948a170e2c403c4bbfa8cca62e3fdebe2ef3a", size = 10392197, upload-time = "2026-07-22T22:19:14.024Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/da/889f00c0a6f5aa1545add70abbf01502dff87ab577adb855bd631c54d2f2/pandas-3.0.5-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ef01af4d8dc6cd2c8d6c7736f149574ef93fe043811eeb5e445f2647154b5040", size = 10862726, upload-time = "2026-07-22T22:19:16.351Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/98/f1e934fb3c98fce859c6147c6785816c7b5b9ab7821115c5d8c4de9842b9/pandas-3.0.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e2759e890db96dfcffdbd9b86c3c2cb6afaf58def482820317e06163ec1066cd", size = 11414864, upload-time = "2026-07-22T22:19:18.981Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/be/d448af7d657d82e1888dd8551f79c6d6fb161080b5b9752d84d910ec2319/pandas-3.0.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b58b1b39d46a5862e3fb18f50d1a201398619d16a0f9f73f57eea5583cf0e63c", size = 11925105, upload-time = "2026-07-22T22:19:21.515Z" },
+    { url = "https://files.pythonhosted.org/packages/29/c1/ccb4238212c8c4f496c584f3044d94e0c030ed8e1d68999db46c91c2242f/pandas-3.0.5-cp314-cp314t-win_amd64.whl", hash = "sha256:1c10461f6eeb35d8f05b6184c65c8b9991663b66c46b1d559b682cb34ae7c6ea", size = 10387612, upload-time = "2026-07-22T22:19:24.257Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/cf/6a51b2c38980e04c279fd2fa908a1b0982064e860444acfca4ec2e2c8359/pandas-3.0.5-cp314-cp314t-win_arm64.whl", hash = "sha256:3c5015fd1730fbf883647e88068176c839c102cea883ba1769a6f4593bfc1f8c", size = 9509776, upload-time = "2026-07-22T22:19:26.694Z" },
 ]
 
 [[package]]
@@ -1865,8 +1812,7 @@ version = "5.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "exchange-calendars" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/38/4c/98067cb91b37a137389f978f52410975915268d394c09cf941c490565297/pandas_market_calendars-5.4.0.tar.gz", hash = "sha256:b02f3a0e9bcb4b9e82a5060bf260ef0060ccd398f989b5e6f8208f4352967806", size = 175213, upload-time = "2026-05-27T02:42:05.249Z" }
 wheels = [
@@ -1896,7 +1842,8 @@ name = "patsy"
 version = "1.0.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/be/44/ed13eccdd0519eff265f44b670d46fbb0ec813e2274932dc1c0e48520f7d/patsy-1.0.2.tar.gz", hash = "sha256:cdc995455f6233e90e22de72c37fcadb344e7586fb83f06696f54d92f8ce74c0", size = 399942, upload-time = "2025-10-20T16:17:37.535Z" }
@@ -2024,35 +1971,35 @@ wheels = [
 
 [[package]]
 name = "polars"
-version = "1.42.1"
+version = "1.43.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "polars-runtime-32" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/27/99/fe77f10a13a778705ef05b499fc708c9a0b0a3680d9eb6bc6e1b6a6b9914/polars-1.42.1.tar.gz", hash = "sha256:2fe94f3059334650bd850ae19a9c165dcd5d9cb12cd95ea04de2201662e70e8a", size = 741532, upload-time = "2026-06-30T04:57:51.504Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/66/5b/5d0f0aa53c6e9a8ecbc99ff502edcf9584e5d08ab34ea407c086999103d5/polars-1.43.0.tar.gz", hash = "sha256:bb2c67553e4968c18dfe268a88ff9a5790d5c2e0b7ea7efe97640b9a90438c88", size = 749537, upload-time = "2026-07-21T04:30:25.966Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/be/6a/edd939cc6fa04b6415aaa9bf19720fc74ead81234b3d38542e0005816d4d/polars-1.42.1-py3-none-any.whl", hash = "sha256:3c0c65cdfa21a621650c4bdcbbccf93964d052fd766c3e70e84a55d961c259fd", size = 837622, upload-time = "2026-06-30T04:56:34.686Z" },
+    { url = "https://files.pythonhosted.org/packages/76/28/a8eac2c1d1b2d2a4ba2eb745921616d863185d94b1afd91cbb07af9ef21a/polars-1.43.0-py3-none-any.whl", hash = "sha256:c49078b14e2d6b8ff5cc5b78b6d9638603ea5dffafb889d9204818822f55b813", size = 846493, upload-time = "2026-07-21T04:29:06.68Z" },
 ]
 
 [[package]]
 name = "polars-runtime-32"
-version = "1.42.1"
+version = "1.43.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1f/59/15bcc4dac380c6d63efa5446d8317f22671cbd6c9dadd576bd17a334c45a/polars_runtime_32-1.42.1.tar.gz", hash = "sha256:4d4809e1c1b9a6611f6944f27b24abea902b5159e6b6fa262fd716e947af5afd", size = 3045460, upload-time = "2026-06-30T04:57:52.866Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/86/96/7e714cad082e9e6aaebb8886fcb1b0220d5c35149d4c8d3466bd7e7d581e/polars_runtime_32-1.43.0.tar.gz", hash = "sha256:5fb47a3a883402e62eab2fde5922f78c531d037aeece3640c15225f39228621e", size = 3090044, upload-time = "2026-07-21T04:30:27.185Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/62/29/16ff6e4e91d71e530d3581f45e342a9cc35072ac6b31dcbc2fa33de2569e/polars_runtime_32-1.42.1-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bbdc26d68ee5b23b0ce227fa0599220aa35b77c826b6b0a6b2d8e7f6c1c36974", size = 53117325, upload-time = "2026-06-30T04:56:37.972Z" },
-    { url = "https://files.pythonhosted.org/packages/04/8e/4f8296fcfd1347f1351342fecf13bf2430d7efbae2f1f45964ec7930a99e/polars_runtime_32-1.42.1-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:f6c0288be940b607dc4a7476c01e67fb6bbee93f5f1dd42c64970274c71008ba", size = 47446251, upload-time = "2026-06-30T04:56:41.459Z" },
-    { url = "https://files.pythonhosted.org/packages/88/2e/0d66a7deadc453b890c3391034ca8ab4b05d0beaebbb92a7d65199fba61b/polars_runtime_32-1.42.1-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:635d9dbcae2302ae223afb395d5cd220bffa61a53d0ab6871d17c8bc830101cf", size = 51359402, upload-time = "2026-06-30T04:56:44.595Z" },
-    { url = "https://files.pythonhosted.org/packages/5d/10/ffb85fa380bc9c9000dc35f40f44954dde49023018501c54faab94b3a39e/polars_runtime_32-1.42.1-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d059e8e53cc114ff82f9bd791fd341dc53534a2c745e6f6aa37594c3a93f01fe", size = 57302723, upload-time = "2026-06-30T04:56:47.609Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/63/ca50adc62e44224ca5c622a842ba6f35ee87d1d40ef0df7ea2ed6c6edb08/polars_runtime_32-1.42.1-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f91f0b13588324905682809d270e1de5f1990c908721c8527657d77a044c9919", size = 51515673, upload-time = "2026-06-30T04:56:50.88Z" },
-    { url = "https://files.pythonhosted.org/packages/63/c3/08fbbf38deaa17bf34a601d327cb7451074098673c78b7c1a8538dde9794/polars_runtime_32-1.42.1-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:8b8bf972d99d48aaaa2582e2bce966a6f43bc815bd8725d15f5cab9e2fb15d17", size = 55217259, upload-time = "2026-06-30T04:56:53.834Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/0e/51db89361668fe077a835fc579277f824ba526e7daf7b94d23d25439e0d0/polars_runtime_32-1.42.1-cp310-abi3-win_amd64.whl", hash = "sha256:e9364c26da389a8b7339e4d29e20a3d12af730247e6ed3b7804bddce2477f428", size = 52715432, upload-time = "2026-06-30T04:56:57.109Z" },
-    { url = "https://files.pythonhosted.org/packages/76/c5/2fb8592d691bd114de25d9c84300b23541dca7060eac11d7b4bed0327786/polars_runtime_32-1.42.1-cp310-abi3-win_arm64.whl", hash = "sha256:7051226e6b42ffc395a7a9190377cd28649fbfb991b8f85c6271f4e1cfb736fb", size = 46718300, upload-time = "2026-06-30T04:56:59.855Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/14/9b1f5eb1c5104ba1ceb380a7308ffcd979f3ce1df86e76293062698f2ff1/polars_runtime_32-1.43.0-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6707193d30a7135bce0424304f76d8145270527444097548e794ad8d26823b70", size = 53059463, upload-time = "2026-07-21T04:29:09.194Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/14/73d77d1c0c928eb599d9516d874af0cd2b6225201e1327a6c4857e6776d0/polars_runtime_32-1.43.0-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:78ca2f97740b2a6beb36eb112749280b5e08750c60f53c08d2feffebdba9d35a", size = 47499586, upload-time = "2026-07-21T04:29:13.229Z" },
+    { url = "https://files.pythonhosted.org/packages/80/b1/98278fa796f93d0975fd3fe1d4ab4031707d4a9f1da44c21c29996b62c73/polars_runtime_32-1.43.0-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ffa99bb2c7ee0a9392ae50b350af0ed17acf0519d15c75fe223021798566174", size = 51326702, upload-time = "2026-07-21T04:29:16.084Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/7d/24ae73389aac03296925973c4e2cbe2e4982e859b9fad69eb1a72b9026fa/polars_runtime_32-1.43.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ecc8feaf04de5989a29245885921db612ef1ce9065e5cb6ec37495acfa55bba", size = 57266705, upload-time = "2026-07-21T04:29:19.288Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/49/2026be1f7b51242ad62e08b20728462558e161fb84b564e5b986f2b38664/polars_runtime_32-1.43.0-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:01e1471a5ee161a969c7a96991d8e5d20b97a0b7fe075df9c7a01f52a49c5ac2", size = 51484129, upload-time = "2026-07-21T04:29:22.639Z" },
+    { url = "https://files.pythonhosted.org/packages/db/e2/047c7695f08a9b18614c0e1ec5e70a754455542a21a6d52955f7f05c6268/polars_runtime_32-1.43.0-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9cd8b813afe67d59e87027dedcaf5c6a06fe602472fd74e1a49f4bafea47259c", size = 55169401, upload-time = "2026-07-21T04:29:25.902Z" },
+    { url = "https://files.pythonhosted.org/packages/92/dc/bfd2533c487563c7a21ab7d7af3d78f820b0236e14dc5ee63d46188cd275/polars_runtime_32-1.43.0-cp310-abi3-win_amd64.whl", hash = "sha256:41a75fb3cb4cc574eb21801383578f75cfc374597c22322ef457ab7bac8a3301", size = 52541527, upload-time = "2026-07-21T04:29:29.162Z" },
+    { url = "https://files.pythonhosted.org/packages/46/d7/5c47f1bf57479d1671669af9c421f9abf4986b2ddaa64c177244ff811de0/polars_runtime_32-1.43.0-cp310-abi3-win_arm64.whl", hash = "sha256:c285e598dd91e08560e519275b8b8108adbafb438d218a175ebe073dbc2027fb", size = 46552281, upload-time = "2026-07-21T04:29:32.224Z" },
 ]
 
 [[package]]
 name = "pre-commit"
-version = "4.6.0"
+version = "4.6.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cfgv" },
@@ -2061,9 +2008,9 @@ dependencies = [
     { name = "pyyaml" },
     { name = "virtualenv" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8e/22/2de9408ac81acbb8a7d05d4cc064a152ccf33b3d480ebe0cd292153db239/pre_commit-4.6.0.tar.gz", hash = "sha256:718d2208cef53fdc38206e40524a6d4d9576d103eb16f0fec11c875e7716e9d9", size = 198525, upload-time = "2026-04-21T20:31:41.613Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/25/3a/ddb78f32a0814e66b18a099377a106a2dcdce92d86a034d69d65df9b256e/pre_commit-4.6.1.tar.gz", hash = "sha256:03e809865c7d178b9979d06c761fcbfe6808fdaded8581a745bb110e52050421", size = 198646, upload-time = "2026-07-21T20:56:58.225Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/80/6e/4b28b62ecb6aae56769c34a8ff1d661473ec1e9519e2d5f8b2c150086b26/pre_commit-4.6.0-py2.py3-none-any.whl", hash = "sha256:e2cf246f7299edcabcf15f9b0571fdce06058527f0a06535068a86d38089f29b", size = 226472, upload-time = "2026-04-21T20:31:40.092Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/49/bc925106abcdac498074f2cbe6137e94e09f418dd2b7775df5b577dc0313/pre_commit-4.6.1-py2.py3-none-any.whl", hash = "sha256:0e3b2942510d1fb34eec167a3ec57331bf8442122f1153a9fb8b58f5c49b2717", size = 226186, upload-time = "2026-07-21T20:56:57.064Z" },
 ]
 
 [[package]]
@@ -2553,27 +2500,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.21"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0f/36/6f65aa9989acdec45d417192d8f4e7921931d8a6cf87ac74bce3eed98a8e/ruff-0.15.21.tar.gz", hash = "sha256:d0cfc841c572283c36548f82664a54ce6565567f1b0d5b4cf2caac693d8b7500", size = 4769401, upload-time = "2026-07-09T20:01:34.005Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d0/c6/ede15cac6839f3dbce52565c8f5164a8210e669c7bc4decb03e5bdf47d0d/ruff-0.15.21-py3-none-linux_armv6l.whl", hash = "sha256:63ea0e965e5d73c90e95b2434beeafc70820536717f561b32ab6e777cb9bdf5d", size = 10854342, upload-time = "2026-07-09T20:00:53.998Z" },
-    { url = "https://files.pythonhosted.org/packages/28/9d/d825b07ee7ea9e2d61df92a860033c94e06e7300d50a1c2653aac27d24fe/ruff-0.15.21-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:0f212c5d7d54c01bbfe6dcab02b724a39300f3e34ed7acbe995ccb320a2c58bd", size = 11139539, upload-time = "2026-07-09T20:00:57.809Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/de/3b107712e642f063c7a9e0887c427b22cb44097de5aab36c05f2e280670c/ruff-0.15.21-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e6312e41bc96791299614995ea3a977c5857c3b5662b1ecef6755b02b87cb646", size = 10595437, upload-time = "2026-07-09T20:01:00.006Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/6f/b4523cc90ba239ede441447a19d0c968846a3012e5a0b0c5b62831a3d5e3/ruff-0.15.21-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:01d65b4831c6b2a4ba8ee6faa84049d44d982b7a706e622c4094c509e51673be", size = 10990053, upload-time = "2026-07-09T20:01:02.187Z" },
-    { url = "https://files.pythonhosted.org/packages/92/cc/c6a9872a5375f0628875481cf2f66b13d7d865bf3ca2e57f91c7e762d976/ruff-0.15.21-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2c5a913a589120ce67933d5d05fd6ddbcc2481c6a054980ee767f7414c72b4fd", size = 10666096, upload-time = "2026-07-09T20:01:04.299Z" },
-    { url = "https://files.pythonhosted.org/packages/ab/97/c621f7a17e097f1790fa3af6374138823b330b2d03fc38337945daca212c/ruff-0.15.21-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5ef04b681d02ad4dc9620f00f83ac5c22f652d0e9a9cfe431d219b16ad5ccc41", size = 11537011, upload-time = "2026-07-09T20:01:06.771Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/51/d928727e476e25ccc57c6f449ffd80241a651a973ad949d39cfb2a771d28/ruff-0.15.21-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:16d090c0740916594157e75b80d666eab8e78083b39b3b0e1d698f4670a17b86", size = 12347101, upload-time = "2026-07-09T20:01:08.859Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/88/8cd62026802b16018ad06931d87997cf795ba2a6239ab659606c87d96bf0/ruff-0.15.21-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3a10e74757dd65004d779b73e2f3c5210156d9980b41224d50d2ebcf1db51e67", size = 11572001, upload-time = "2026-07-09T20:01:11.092Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/97/f63084cf55444fc110e8cb985ebfcc592af47f597d44453d778cb81bc156/ruff-0.15.21-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bab0905d2f29e0d9fbc3c373ed23db0095edaa3f71f1f4f519ec15134d9e85c8", size = 11549239, upload-time = "2026-07-09T20:01:13.27Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/77/f107da4a2874b7715914b03f09ba9c54424de3ff8a1cc5d015d3ee2ce0ac/ruff-0.15.21-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:00eca240af5789fec6fe7df74c088cc1f9644ed83027113468efba7c92b94075", size = 11535340, upload-time = "2026-07-09T20:01:15.206Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/e9/601deb322d3303a7bf212b0100ead6f2ee3f6a044d89c30f2f92bf83c731/ruff-0.15.21-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:262ab31557a75141325e32d3357f3597645a7f084e732b6b054dde428ecd9341", size = 10964048, upload-time = "2026-07-09T20:01:17.723Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/2e/0f2176d1e99c15192caea19c8c3a0a955246b4cb4de795042eeb616345cd/ruff-0.15.21-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:659c4e7a4212f83306045ec7c5e5a356d16d9a6ef4ae0c7a4d872914fc655d9d", size = 10667055, upload-time = "2026-07-09T20:01:19.73Z" },
-    { url = "https://files.pythonhosted.org/packages/48/60/abd74a02e0c4214f12a68becfd30af7165cfdcb0e661ecdc60bbb949c09a/ruff-0.15.21-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9e866eab611a5f959d36df2d10e446973a3610bc42b0c15b31dc27977d59c233", size = 11242043, upload-time = "2026-07-09T20:01:21.947Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/c6/583075d8ccabb4b229345edcaf1545eb3d8d6be90f686a479d7e94088bbf/ruff-0.15.21-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:e89bc93c0d3803ba870b55c29671bad9dc6d94bb1eb181b056b52eb05b52854f", size = 11648064, upload-time = "2026-07-09T20:01:24.023Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/3c/37d0ecb729a7cc2d393ea7dce316fc585680f35d93b8d62139d7d0a3700c/ruff-0.15.21-py3-none-win32.whl", hash = "sha256:01f8d5be84823c172b389e123174f781f9daf86d6c58719d603f941932195cdd", size = 10896555, upload-time = "2026-07-09T20:01:26.941Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/b8/e43466b2a6067ce91e669068f6e28d6c719a920f014b070d5c8731725de3/ruff-0.15.21-py3-none-win_amd64.whl", hash = "sha256:d4b8d9a2f0f12b816b50447f6eccb9f4bb01a6b82c86b50fb3b5354b458dc6d3", size = 12038772, upload-time = "2026-07-09T20:01:29.497Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/75/e90ab9aeece218a9fc5a5bc3ec97d0ee6bb3c4ff95869463c1de58e29a1c/ruff-0.15.21-py3-none-win_arm64.whl", hash = "sha256:6e83115d4b9377c1cbc13abf0e051f069fab0ef815ea0504a8a008cee24dd0a8", size = 11375265, upload-time = "2026-07-09T20:01:31.772Z" },
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]
 
 [[package]]
@@ -2583,7 +2530,8 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "joblib" },
     { name = "narwhals" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
     { name = "scipy" },
     { name = "threadpoolctl" },
@@ -2621,7 +2569,8 @@ name = "scipy"
 version = "1.18.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/a7/25/c2700dfaf6442b4effaa91af24ebce5dc9d31bb4a69706313aae70d72cd0/scipy-1.18.0.tar.gz", hash = "sha256:67b2ad2ad54c72ca6d04975a9b2df8c3638c34ddd5b28738e94fc2b57929d378", size = 30774447, upload-time = "2026-06-19T15:01:43.456Z" }
@@ -2674,10 +2623,10 @@ version = "0.13.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "matplotlib" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/86/59/a451d7420a77ab0b98f7affa3a1d78a313d2f7281a57afb1a34bae8ab412/seaborn-0.13.2.tar.gz", hash = "sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7", size = 1457696, upload-time = "2024-01-25T13:21:52.551Z" }
 wheels = [
@@ -2697,25 +2646,57 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/46/f5af3402b579fd5e11573ce652019a67074317e18c1935cc0b4ba9b35552/secretstorage-3.5.0-py3-none-any.whl", hash = "sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137", size = 15554, upload-time = "2025-11-23T19:02:51.545Z" },
 ]
 
+[[package]]
+name = "shap"
+version = "0.49.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+    "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'",
+]
+dependencies = [
+    { name = "cloudpickle", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "numba", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "packaging", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "pandas", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "scikit-learn", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "scipy", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "slicer", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "tqdm", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/dc/c6/9823a7f483aa9f3179fc359c10d22da9e418b1a7a3fc99a42b705d05e82a/shap-0.49.1.tar.gz", hash = "sha256:1114ecd804fff29f50d522ce6031082fcf42fe4a32fb1b5da233b2415d784c8c", size = 4084725, upload-time = "2025-10-14T10:04:49.75Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/92/7a/ccecf7a9158baa10bdc5146907c72dd5f85c762cb5f16cdc74d15cebb8a1/shap-0.49.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c652dc77f1fffe73f5a3def3356c5090e2e6401c261e4fe5329d83cb6251e772", size = 559663, upload-time = "2025-10-14T10:04:25.412Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/5c/030bbfa19605ca4ad66a753d55e76aee5093be6748a6d33eda89e5613995/shap-0.49.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:333cd8e8c427badda92d5ada9e7aad1e3e1e8e7e0398da51a18b7ffb03514e45", size = 558604, upload-time = "2025-10-14T10:04:34.298Z" },
+]
+
 [[package]]
 name = "shap"
 version = "0.52.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "(python_full_version >= '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version >= '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
+    "python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version < '3.14' and sys_platform == 'emscripten'",
+    "(python_full_version < '3.14' and platform_machine != 'x86_64' and sys_platform == 'darwin') or (python_full_version < '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
+]
 dependencies = [
-    { name = "cloudpickle" },
-    { name = "llvmlite", version = "0.45.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "llvmlite", version = "0.48.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
-    { name = "numba", version = "0.62.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "numba", version = "0.66.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "cloudpickle", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "llvmlite", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "numba", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin')" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "packaging" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
-    { name = "scikit-learn" },
-    { name = "scipy" },
-    { name = "slicer" },
-    { name = "tqdm" },
+    { name = "packaging", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "scikit-learn", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "scipy", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "slicer", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "tqdm", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/0a/aa278f42c08cb47f2bb503085be0c521da2886929c6605b6105748a7590f/shap-0.52.0.tar.gz", hash = "sha256:81d4ae478f67f8122de1bb411dc4e3ddff0604cbc27dc9cb8ea66d5c73462fd2", size = 4192842, upload-time = "2026-05-28T14:17:49.011Z" }
 wheels = [
@@ -2787,11 +2768,11 @@ name = "statsmodels"
 version = "0.14.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
     { name = "packaging" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
     { name = "patsy" },
     { name = "scipy" },
 ]
@@ -2828,42 +2809,43 @@ wheels = [
 
 [[package]]
 name = "ta-lib"
-version = "0.7.0"
+version = "0.7.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "build" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/54/a1/4448598a7a7d8a30b8f1cee85f35720d0258aa75b4d25c990aeabb061efc/ta_lib-0.7.0.tar.gz", hash = "sha256:e0c2d2156b3702eb850bfb7a14c115870e087fa106d07ad51936078768581423", size = 409253, upload-time = "2026-07-04T02:18:32.884Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/71/4b/8e0ee213062817c70236eb90b48db57646f805af9fbdb9e448ed93dc2c7e/ta_lib-0.7.0-cp312-cp312-macosx_13_0_x86_64.whl", hash = "sha256:8b1221fcdf2b5a61b807bfe95ebed609928494f23bc446f4bd7af92cd9d7e88f", size = 1250510, upload-time = "2026-07-04T02:15:16.466Z" },
-    { url = "https://files.pythonhosted.org/packages/36/03/3da35d115312dd2c8556c6b3ac99453a3e55a2cfdfe2c415401a7baaa9d0/ta_lib-0.7.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:c723b66e842c2ae8f519bbaf03dfd1be0dbab1240fe3a40780d20ef0498e238d", size = 1118990, upload-time = "2026-07-04T02:15:18.956Z" },
-    { url = "https://files.pythonhosted.org/packages/21/99/3105450b8582b19f64ca40f511208e7c6f591cf9cf3cbccd4339af21bb8b/ta_lib-0.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d7f97a8ce6e11c0833eceecce445b06ac23248b69a2960edd247e311a77d6513", size = 3965455, upload-time = "2026-07-04T02:15:24.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/a7/1142143509a97b6a1123e32bd1b44fdea68e92131d89028ce87919fcac00/ta_lib-0.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:26de33f5eaa0386239681cc4d4c85a7761745fac2bad4ee17d227a8779200663", size = 4097142, upload-time = "2026-07-04T02:15:31.429Z" },
-    { url = "https://files.pythonhosted.org/packages/da/e8/941d4d10f9417363eed75e43a7bcf0c46fb7d792c9c937931c17203a388e/ta_lib-0.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1d32a500689b6e498831ac629ef03c2792585ec889b6079205b492ad95660db0", size = 3594677, upload-time = "2026-07-04T02:15:39.668Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/0a/886229bd4a6a755e02acb7b21094f0149355961d0355a777aeb9bb59caed/ta_lib-0.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b34d4e36a14cee0d6e86e3c52c3f1b4d84745cc9d31067d59d657b66ccda16f3", size = 3717838, upload-time = "2026-07-04T02:15:50.787Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/80/ff3d1a3844ef8e8b2d97242c58bbe4c08baba89b68362ca1f3f7b9f49519/ta_lib-0.7.0-cp312-cp312-win32.whl", hash = "sha256:755d3aa68f3da344cca3e8a610ad829b6dfd063c4cbafb58b3e1eadc30ddc5ab", size = 798641, upload-time = "2026-07-04T02:15:57.834Z" },
-    { url = "https://files.pythonhosted.org/packages/de/5c/308641df6e7c23739314af85fedb7a693cd93dadd9ed27a3ed5e8124c4b5/ta_lib-0.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:6883ce7a7e66243fbe059adca468773ce95f2c6d866b3dadedcc83c9ac5c4373", size = 918482, upload-time = "2026-07-04T02:15:53.459Z" },
-    { url = "https://files.pythonhosted.org/packages/56/69/626b9e29d49fcc7b43c672e568195f16d00c407a07bbac656b5f3ca0af1b/ta_lib-0.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:be8dab7f1852f08c66cc692a3b0b961c8f49d81655cf2e4a2470e7449cff6133", size = 782521, upload-time = "2026-07-04T02:15:55.884Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/75/903b03bb17f6b92f9806cc8405660bee0a18bf98e2597053dcad71ac0bde/ta_lib-0.7.0-cp313-cp313-macosx_13_0_x86_64.whl", hash = "sha256:2cb527090d5471f43b45291489b3a769e9a3f78804ed0d82ff87446ac560ec10", size = 1250656, upload-time = "2026-07-04T02:16:01.636Z" },
-    { url = "https://files.pythonhosted.org/packages/10/26/3a94e519c1291f2a59433dd010dbd72205669224337ea17da6a766533642/ta_lib-0.7.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:119556cee19b49496d6b2a4a3d636546c86f274e554561c09413d2709c20e939", size = 1118847, upload-time = "2026-07-04T02:16:06.316Z" },
-    { url = "https://files.pythonhosted.org/packages/14/d8/ee01657e771388b9e14ce4d63e0c2c4e1ba89381662229ccb2398aebdb53/ta_lib-0.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2ab5571fe2b304b6a9331715419c5bb68852cd17effd8104bbe03314ffbc5ae8", size = 3946988, upload-time = "2026-07-04T02:16:11.821Z" },
-    { url = "https://files.pythonhosted.org/packages/75/b0/64ad455c2d3f27fc1280438a1887d0ed795dd6ce45930fc96734575a9cda/ta_lib-0.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:968c35ae56a8daaef58e58873f3c51dce4427d38a91bd3cdbb213e1007c7a6e8", size = 4040635, upload-time = "2026-07-04T02:16:18.373Z" },
-    { url = "https://files.pythonhosted.org/packages/21/5f/a5e49efe1c4c2bb9a3afa205cba58564c28efd02a1aeefad086354589271/ta_lib-0.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0155d01b42032721763af6a527f4cfa42eb8d2644add13cdd2f97011471ddab3", size = 3580909, upload-time = "2026-07-04T02:16:23.991Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/71/7b97af22bfbbea386edd5d3b265bc4f9556af6d7a858ea46b1f175d31e8d/ta_lib-0.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1419501fc311182139d57e9a2610351fc8a6f1ec91c062252b35356800f1015b", size = 3670333, upload-time = "2026-07-04T02:16:30.085Z" },
-    { url = "https://files.pythonhosted.org/packages/f0/dd/a9cd0e1d0646cc4dbc54324259eff4888b7cd73d90dc558f4c2b128cf85d/ta_lib-0.7.0-cp313-cp313-win32.whl", hash = "sha256:f54f8c0679259bfc4963a3877db14ee122aef9a8b3403f6f9188f617b284820e", size = 798468, upload-time = "2026-07-04T02:16:36.755Z" },
-    { url = "https://files.pythonhosted.org/packages/80/2c/69430aabc4b684dea5e7f708efd3b36a40ee138d1647d7e68dab9788c48d/ta_lib-0.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:b6377a09e6b23f4d1f7bf79b5d1b89ea7ea11dbca342aa52636b2775563a5e44", size = 917514, upload-time = "2026-07-04T02:16:32.861Z" },
-    { url = "https://files.pythonhosted.org/packages/81/c6/093948fac24c20ed0b8f5fb7615d86dbfaf8f496be0c844f53fcbf7ca3c2/ta_lib-0.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:2951f064ae49b56f4f997b8ecbe318d63a4e4a53fa329fad3bae382351e01689", size = 783242, upload-time = "2026-07-04T02:16:34.884Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/b6/fcfba76fecaac1f20443350611dee133e97fe6fe296d6a82b54683fac455/ta_lib-0.7.0-cp314-cp314-macosx_13_0_x86_64.whl", hash = "sha256:cd45e63cdfbc655f85947bf0033c2a830093b776d724a5416cc9696498c518c2", size = 1249178, upload-time = "2026-07-04T02:16:42.804Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/8b/bc3fa7cc7d11271f1a7b66ccbc6bf8226c5793da03485fce91821de566c9/ta_lib-0.7.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d003809268eccfeabb8f2f5f4d41add1731955b13f9e684e9c856c50c76c6610", size = 1119648, upload-time = "2026-07-04T02:16:46.18Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/a8/159376e09a1a8b9b9636823329927d9693a2d3a07f3190d05d68c40c5e47/ta_lib-0.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5cae68789c9af90782c99057161deded6a5a3d1f0d999031656fcb5b630abc67", size = 3928728, upload-time = "2026-07-04T02:16:51.437Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/99/69f28f805a2a647b65e9c5ce8f5ed797f60eff87bc2095b1ce2b7dfbab05/ta_lib-0.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9fa45905cc4976084a8ab60f37949e47ca8dd6e55161269e3ad831794fd05d5c", size = 3982907, upload-time = "2026-07-04T02:17:01.469Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/90/0c9b5c58e9132effb231d53e555c69b9eecf87b0660f569821696b6c46c4/ta_lib-0.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:169feaec6de3755376a1425704b973d2eda2c91603f73e7653899e7b93aee1ff", size = 3569533, upload-time = "2026-07-04T02:17:06.099Z" },
-    { url = "https://files.pythonhosted.org/packages/82/c5/1d7acc9871e1a71c3226c91129d8b503dfbefe456694a638bf00d016a9f0/ta_lib-0.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:14907e49c316e1ff6ad421a612795668235a30e35a59e7b1792b33aeaf8cb1c2", size = 3612818, upload-time = "2026-07-04T02:17:10.349Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/8f/fe07ac1420ead369b4bf240d5d1de4e301fc9c0e7875c3d22e86e0634534/ta_lib-0.7.0-cp314-cp314-win32.whl", hash = "sha256:8c3c1a5fc126ed29054ba4e7575f35108937362b44a4d5828c0551caa93c3bb1", size = 793957, upload-time = "2026-07-04T02:17:17.138Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/7c/9537b7d4aa6d0eefb420efb89621b33a3359e548cce85e05b1f2fef681d6/ta_lib-0.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2bd01fd50670b564d515ae776045b5aaf532082922a096f9405d885c52333d80", size = 920545, upload-time = "2026-07-04T02:17:13.204Z" },
-    { url = "https://files.pythonhosted.org/packages/6a/ea/72bb4e2062e49f6e6d3af834da88ef0cd50cac42273b85919e9fbdefc429/ta_lib-0.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:5968446bfca7f0e9e38ea92ae8efdd6095cb0258b6b5fdd846e3f4c9f40590cb", size = 785832, upload-time = "2026-07-04T02:17:15.166Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/83/f3/8324d0439577d48f8ab45f347a418de59a5ed48e884f792aef01c8de1030/ta_lib-0.7.1.tar.gz", hash = "sha256:d28ec282d58294c6ed3c604c3b11cc3b5843cedd84bf3831c512ca4139d0caf4", size = 410207, upload-time = "2026-07-16T19:07:27.24Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3d/27/136525a94d7a275baacaefe9aea143a7a3cbd931347d28ece58625cb7462/ta_lib-0.7.1-cp312-cp312-macosx_13_0_x86_64.whl", hash = "sha256:d3541e554fd46ff4977f46fb6d532de55da30244eecac4ba53a70520cdcd2a1f", size = 1250513, upload-time = "2026-07-16T19:06:33.279Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/6b/54dd88b3e9aa68a8be1811dc0219c6be5d9b9a435da73c8287358490f1f8/ta_lib-0.7.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:594cf4c5e6e32145c868f14c3dae075eddd6b34ca0075e7f629a2ea25ce95209", size = 1118992, upload-time = "2026-07-16T19:06:35.579Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/62/8880c77eb4863e521a1b657caa68a1783966c8a4950260538b21b64c9ae6/ta_lib-0.7.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:17e06910e289db1c7f290cde669bfc508a16812131c979ccfd6bc70758e94218", size = 1324812, upload-time = "2026-07-16T19:06:36.963Z" },
+    { url = "https://files.pythonhosted.org/packages/96/2e/728c40e0a6f416c64aaa67fdb81ab94601f22ca554a6e6765de3c076c663/ta_lib-0.7.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:48258ccc576eb18362b6606bba173c9edf902689d624d6a0d9a82a82d72bf9d8", size = 1451583, upload-time = "2026-07-16T19:06:38.495Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/1b/9cbf39652f723d3f06dc0ac76fe2f968a055067c707a1979c57cf79d36ea/ta_lib-0.7.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d1e4420d3bda98f67a2476340b4774aa7e15f1b38e51a60a7c31146fc26de9ae", size = 1332853, upload-time = "2026-07-16T19:06:40.452Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/4a/35477839d37b56d3dafe43fdc88de351d7d860980374bf772fa167d33c52/ta_lib-0.7.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2687de356fbab8266f4c05f6b0b78fbd08d70cc03a4c473592c2dfcf68c14c33", size = 1469601, upload-time = "2026-07-16T19:06:41.779Z" },
+    { url = "https://files.pythonhosted.org/packages/35/36/4438f08ad61b08406a1f5b6a26e5cb1da7f8538d6b128195365294b31bd6/ta_lib-0.7.1-cp312-cp312-win32.whl", hash = "sha256:7cfbdf96301a6d743991af319457f3ade50d460be7c1616da44046c63a1d1bb8", size = 798642, upload-time = "2026-07-16T19:06:45.534Z" },
+    { url = "https://files.pythonhosted.org/packages/16/54/6ba371bfe4c64196c9219d8661ae3e3e3dd7153bfad4eed4da9a3dca085a/ta_lib-0.7.1-cp312-cp312-win_amd64.whl", hash = "sha256:84a27b74de8472c3c39c1338a8c5556bf1d2457b0e95943b73d7542a27ad1ec0", size = 918471, upload-time = "2026-07-16T19:06:43.061Z" },
+    { url = "https://files.pythonhosted.org/packages/00/48/776159a1e7fec239eb7040d61b0fab7a1d4841899cb611f3aae9f8468e2f/ta_lib-0.7.1-cp312-cp312-win_arm64.whl", hash = "sha256:ce965e3d1fe5925adf971ce0902bb40c21cad41506453c9e7c9bd4f1bcf5cfeb", size = 782521, upload-time = "2026-07-16T19:06:44.276Z" },
+    { url = "https://files.pythonhosted.org/packages/db/93/f9be2a5dada47243a51945245648cf37196c0606b7bea3be0d775fee79cc/ta_lib-0.7.1-cp313-cp313-macosx_13_0_x86_64.whl", hash = "sha256:412afea35e46bbdb2f81ea61312eb959362d55750611f8eeb661b0da623b6226", size = 1250658, upload-time = "2026-07-16T19:06:46.971Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/b7/11d9c4b7cb77c7dabd81aaf44253e20cfc7378e2fcfc4b3e433b25e75700/ta_lib-0.7.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:352c26ecdf546ff362c6d3795b0f88f5de66f7df05c09ce5cae77efb6ba07b9d", size = 1118848, upload-time = "2026-07-16T19:06:48.384Z" },
+    { url = "https://files.pythonhosted.org/packages/58/ef/99e920fe1c9cc9774e6fdf2a04db690e44d24ad3cfba2c92f866d4267278/ta_lib-0.7.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6381d99b01aa6d49126d4a913af894b3976ef20e33a9f800ff6aafb249e6722f", size = 1325030, upload-time = "2026-07-16T19:06:49.757Z" },
+    { url = "https://files.pythonhosted.org/packages/28/ab/9bb1aa9b1045d46eceb60e535169d60bce710358dac6c1c5ebc81bdbfcf9/ta_lib-0.7.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3a5f9f1dd08b93c9696ace4d90b1e3a6d860192f800f2fc91d53d04073ef0a49", size = 1451665, upload-time = "2026-07-16T19:06:51.195Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/0a/518afa9337dc574ab8ffb69e76e5b4b524e617d29836077a8d4df01e9b61/ta_lib-0.7.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:47c37feeb75a30e8ab823959db4c30c68df1e57654cbc89cbbde536155e2dd9f", size = 1332997, upload-time = "2026-07-16T19:06:52.707Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/35/6c184d243624e730df219c80cb7988d1947c430963f12b3da3e1343f8f42/ta_lib-0.7.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:00f11a4a6f2e15ca5362ef3222efc492880ce4c02f78f43bfda41ba154953ff0", size = 1469381, upload-time = "2026-07-16T19:06:54.33Z" },
+    { url = "https://files.pythonhosted.org/packages/07/6f/414ca20c722019e596e0afd8a75ca18e36a7d2d8625d4b878d293b1afbf7/ta_lib-0.7.1-cp313-cp313-win32.whl", hash = "sha256:6cebfccc93e458ff4f499fe7fa9c66482d207aa94bb99c56b806b8f9ba6010a0", size = 798462, upload-time = "2026-07-16T19:06:58.638Z" },
+    { url = "https://files.pythonhosted.org/packages/47/78/d873a96c12a109a2f64ac949192ebc57b395e53e21afcabacbf1bf03388c/ta_lib-0.7.1-cp313-cp313-win_amd64.whl", hash = "sha256:ec5429051cff626fd764793556e76a3bc765f5c391785a9ffb0ecfa847dfdac6", size = 917513, upload-time = "2026-07-16T19:06:55.753Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/53/25819c1689a37b26d1732cd9a97e732d4337f8e1734b234059d6c03d8042/ta_lib-0.7.1-cp313-cp313-win_arm64.whl", hash = "sha256:bbf1545ac95042d933aba3da018e2334f9b989d6b13d33c841726bb52aa2ce61", size = 783240, upload-time = "2026-07-16T19:06:57.404Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/90/d1f366f79439a1986a9a5ef0e34bdc9d114e5030a87b82e56522c9dc181c/ta_lib-0.7.1-cp314-cp314-macosx_13_0_x86_64.whl", hash = "sha256:a1047772d383085b14a0ec61be7e98f47f94024f0d461da160388d11393a31ef", size = 1249181, upload-time = "2026-07-16T19:07:00.242Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/92/e14e04100cac31c5209dc2bd108c3a205c2a1d27881e30cc72ad93a9d92d/ta_lib-0.7.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:8ed37a8bcb85298b88760c41a62d3ba669c91ec3f58cf349c8779656cacd5bf3", size = 1119653, upload-time = "2026-07-16T19:07:01.718Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/68/4426857aecbd2d632360eb6fb7ad2d2a50aa0c114e0ee25b2595e31461fc/ta_lib-0.7.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2e3c0d60d3303215b5efd66377b9d0a0ecc2eca33977475a7c2693d3d90d52e1", size = 1324751, upload-time = "2026-07-16T19:07:03.209Z" },
+    { url = "https://files.pythonhosted.org/packages/25/11/d3662c71436eae509ef8253b3418b81d22d2a74de18110f2e7798424defe/ta_lib-0.7.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:76cc90b7aecbdc5a3093c9e1ebc66517acbd7b372c6606483b9bcf3264b6f9bc", size = 1451582, upload-time = "2026-07-16T19:07:04.699Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/ba/0eff2fa66f13e8cbebf550034282e583c0ef4ad580467999c338ee6f075c/ta_lib-0.7.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ecc82e4a86431e9ec5e230d76a349705a8c2c9860366ce3a343dcabd5e780e93", size = 1333342, upload-time = "2026-07-16T19:07:06.265Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/c5/860ac6094a13b15bb0fb2bfbeeb23e4071062b21d10c70d3bc390ecc8a1e/ta_lib-0.7.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:7e440d033525d7bd3597d4eb506f269c567b71b3e85616565e0085e84030a666", size = 1469678, upload-time = "2026-07-16T19:07:07.882Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/12/141f482a16d828986f84c6308081d65bac76ffa27832e0c00b627d67f232/ta_lib-0.7.1-cp314-cp314-win32.whl", hash = "sha256:e8cfe36452ffd8b6e0465250c032a17fb11ece1e5ab362197155838c143f76d5", size = 793956, upload-time = "2026-07-16T19:07:12.172Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/79/158b1146e3ecff9533446e7d902108f20349b654a4c98ff6fa8153ef6692/ta_lib-0.7.1-cp314-cp314-win_amd64.whl", hash = "sha256:aa8e8edcfc04e1cfe66208e1fa6f833270e66d52dec4d523b8ba2d661cbadfe2", size = 920544, upload-time = "2026-07-16T19:07:09.438Z" },
+    { url = "https://files.pythonhosted.org/packages/22/8c/82fb94452c26e5d4a3247814eb919bbead796354937b67651d3c646d3ee6/ta_lib-0.7.1-cp314-cp314-win_arm64.whl", hash = "sha256:681c554543082d985492efc3de507e35c3845e80125c113841d3a460c87c94bf", size = 785830, upload-time = "2026-07-16T19:07:10.705Z" },
 ]
 
 [[package]]
@@ -2927,27 +2909,27 @@ wheels = [
 
 [[package]]
 name = "ty"
-version = "0.0.58"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/09/4c/26c90732658903aeb1d289208f7b7b492fa21029e0c4d6c51bdd6f8f5e51/ty-0.0.58.tar.gz", hash = "sha256:8f22484174e65c630660a454bf81b80cae7a3a7e70479f19c170d6cd87949258", size = 6133665, upload-time = "2026-07-10T03:09:30.542Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/51/e1/5d1aa2a75829459834689f080e4be7a9d8828ce14b939ebed69161a35811/ty-0.0.58-py3-none-linux_armv6l.whl", hash = "sha256:47412850b6fbef61c42f244f6a51aa2f2c9e91f08cfbafd2d1e3730d2419d317", size = 11706915, upload-time = "2026-07-10T03:08:51.028Z" },
-    { url = "https://files.pythonhosted.org/packages/96/e1/929eda9cc72a9afe39a03c76f946a503508d37343cc8ff2e64226afda105/ty-0.0.58-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:79deb7bb4e5b3a1eee6ab9abc724d6ce3559d4977982707f310a139ee11fc703", size = 11532079, upload-time = "2026-07-10T03:08:53.771Z" },
-    { url = "https://files.pythonhosted.org/packages/07/43/ebc58b3fc7d86a7abba2829f1674f7d4ae3a08f9794c1f31b707950c871f/ty-0.0.58-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5a28af3187e661708a386d44a4fc32896a5f589fb07b734a11ab2f516e7572b7", size = 11092983, upload-time = "2026-07-10T03:08:56.025Z" },
-    { url = "https://files.pythonhosted.org/packages/92/6e/9547dbb8e51e47749cfb721a02b4fc862f9a932fa0f66a34a4d6dc429bb1/ty-0.0.58-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:21a6977e34bc362fb378add46e59d5d56331c1c36727e6904767217ca8479718", size = 11490492, upload-time = "2026-07-10T03:08:58.49Z" },
-    { url = "https://files.pythonhosted.org/packages/d9/76/9f83b51b5e7795d6c8d76b4bb1bb7cebf4c10d609e846c02ab138e404556/ty-0.0.58-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3ac23e6bf6105ceca46632debf1b10b98125aaf60202aeae02f6abfeea242b3d", size = 11503696, upload-time = "2026-07-10T03:09:00.741Z" },
-    { url = "https://files.pythonhosted.org/packages/47/9d/9fd48a0696c680f74e50f31cd54e524eeb58c97ea9bb1c3b8e04230ba215/ty-0.0.58-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bb6df6a8c6a21894807a49851370ec7fc64aa910296c78ada31db0ef19359112", size = 12158653, upload-time = "2026-07-10T03:09:02.998Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/ea/b5de845d2d8edae04d901c7585af7f04a057e18b26311f7fa4ca62b2da30/ty-0.0.58-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9df5847eebc026cde088b44420a03f7c6c169a7db747176bdf0a656eb1144713", size = 12723019, upload-time = "2026-07-10T03:09:05.291Z" },
-    { url = "https://files.pythonhosted.org/packages/17/1c/54083b23eeff1e101f50b6df6a2c7f1e14b31abe0577c91bcae9e2c9395d/ty-0.0.58-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:53a331a7f1f85872c810676a0f16096ef98c1b95c8c9a573fe7fde64d0a93e7c", size = 12275715, upload-time = "2026-07-10T03:09:07.564Z" },
-    { url = "https://files.pythonhosted.org/packages/22/88/16925434b06faa49d36aa7e7508a6821ec6feacb429ca2fd80a3d52716b4/ty-0.0.58-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb0b05cd479fdcedc2e6781d376ee1a33569f37ae7f58357004635f615c4374c", size = 12033075, upload-time = "2026-07-10T03:09:10.222Z" },
-    { url = "https://files.pythonhosted.org/packages/58/2b/b55708dd483982ae03d14da3667e3f0346cd384e11cca3dd3674a8b598c1/ty-0.0.58-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:9a0012786077e5becbb6add9fe51eda1d4d36d249afd3ae6cd141d554af15ae3", size = 12367729, upload-time = "2026-07-10T03:09:12.338Z" },
-    { url = "https://files.pythonhosted.org/packages/91/a3/99ad66652956408f7e9ac3db6b4a416199d773b6c073cf95b0eea126d340/ty-0.0.58-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4ede96d7f6d149156da254e784b062b817736b68d4c6d660555a3d02d96966fb", size = 11439798, upload-time = "2026-07-10T03:09:14.518Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/23/344ceed4fe02ed498711e1f4a47b6e311fb1e9c4fecc19d31894be7a3472/ty-0.0.58-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:47608e58f73901b989402e6f283249cda4c2314282ec368aa74ab61761c62bd5", size = 11512695, upload-time = "2026-07-10T03:09:16.852Z" },
-    { url = "https://files.pythonhosted.org/packages/55/cf/3801831812c468f3fd0b3043a80f557a9aa90e6c27375763d7c3121e03f2/ty-0.0.58-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9757de17cc17e4c6bc26e18d4e26dea52ffee53d41a10d9087c6465e6ab12e2b", size = 11812253, upload-time = "2026-07-10T03:09:19.151Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/80/bce4f245787b77d1ec9feec7d9161eade5e01a77dbc132e016b24df83b0d/ty-0.0.58-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:f3776d54c1d935fcb8f814bd58efba402c86c555f93e1144c59d087e7aa8b906", size = 12123918, upload-time = "2026-07-10T03:09:21.636Z" },
-    { url = "https://files.pythonhosted.org/packages/46/00/bab3d6268e7e88c792bf7cdde81bd11b31aa587eaba75196502b729747c8/ty-0.0.58-py3-none-win32.whl", hash = "sha256:8f50ec0ac3b42baa4c75895dc367071dc86b00ab440d29fdc72c633286a94815", size = 11230897, upload-time = "2026-07-10T03:09:23.871Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/68/d9504c895864aaa84a840dce6ac7f8e681f6938be1882c8d4f60832dbe57/ty-0.0.58-py3-none-win_amd64.whl", hash = "sha256:de8847b3a65475ae4773bddd3126bfcf29f017e88967c4dcc9c75d743a4d3e5c", size = 12299376, upload-time = "2026-07-10T03:09:26.292Z" },
-    { url = "https://files.pythonhosted.org/packages/26/04/c9847cb680b5fe8e1f7d7b483edd5cedcc29394496e7b8ed40d96be796ba/ty-0.0.58-py3-none-win_arm64.whl", hash = "sha256:7334bb38789878f60677f2eb9c1de4bfdf4583e2443790989c77da9b10fe0989", size = 11710495, upload-time = "2026-07-10T03:09:28.478Z" },
+version = "0.0.63"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ba/ce/cbeaa5c7576fec643609dfbf200d59493523b1cc0481d4e7a5effcbf0630/ty-0.0.63.tar.gz", hash = "sha256:c2f66439393b3acac69306c117d4ae44638ce5fffa4a20c21046e85bd473359f", size = 6280695, upload-time = "2026-07-23T11:41:39.845Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1a/e4/d17a8e113ab15c692fe6fb9c422112d4bee7e829d80ced35826b45d98d98/ty-0.0.63-py3-none-linux_armv6l.whl", hash = "sha256:9a4ef7782e3af314fb63d006bec5ac3025bd70fee774b4dcfb5e44e8564f1994", size = 12056302, upload-time = "2026-07-23T11:41:03.5Z" },
+    { url = "https://files.pythonhosted.org/packages/be/0b/357234c815dc4bfcc88c3f860aa0983fe4228c8aa2a5bb16c35ee08a94af/ty-0.0.63-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:01eab0ab70d51ad10298aa2d4b058b387a1fe93e5ee52d2a1ee23e9c69ba8354", size = 11737674, upload-time = "2026-07-23T11:41:05.862Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/13/193d9aeeb6774690351cff9fafabd3ae9b54cc225d125e07fa004ce23bdc/ty-0.0.63-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a671b61eaad16178389e05b9c108c9cb75ae8d84968fe55906484f55d6268338", size = 11264191, upload-time = "2026-07-23T11:41:07.963Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/b7/c5843e16759a2b25fc8a7197473474038e585ac9fdaa6fa16aeb6384bf6a/ty-0.0.63-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b255cc83d95c51bb9ee4931303fdbece8cb1d6d7c655eb77a3f2c8f349fb64d6", size = 11818890, upload-time = "2026-07-23T11:41:09.885Z" },
+    { url = "https://files.pythonhosted.org/packages/06/20/adf83ae1fc570d9bb449605e1eeeaa523ad2329ca838a636698b5c135d11/ty-0.0.63-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:0da1e8183aa4f893421a173904478021498f542ee41273660538da6649a9631c", size = 11853141, upload-time = "2026-07-23T11:41:12.151Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/90/f8effd846e3ee13486ea08257c13094d58b9f188c5641bf609d6a7d5c09f/ty-0.0.63-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:128f38eb5a67199e3811426386f7ec96f41251ddf45e04ddc0bcbb29d4853245", size = 12545184, upload-time = "2026-07-23T11:41:14.4Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/76/aac3a30d40431eb1d329acea016b248f5b6255e30ef3d28e19447e344be2/ty-0.0.63-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bedf34aff8b0557f2a7119b314a68a9c9e58c1d21554d0e2748f2c5fe6a1f638", size = 13062375, upload-time = "2026-07-23T11:41:16.441Z" },
+    { url = "https://files.pythonhosted.org/packages/62/3d/0158733932893e17f6008dadd74c8d7aed422fefc66e47fe77888014fe8c/ty-0.0.63-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7328d63c34587606dce02935a25404f54cd0161bfe413b8f7fc21d174aead612", size = 12619461, upload-time = "2026-07-23T11:41:18.538Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/be/e280ad095b050778f16f493d49a073fa5f6d8f301d3e2e59be6a672ba05c/ty-0.0.63-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:504c4457f3a62afe836c1f26a2c9a12549299095f9cc4146778558df51a7515c", size = 12376402, upload-time = "2026-07-23T11:41:20.482Z" },
+    { url = "https://files.pythonhosted.org/packages/57/57/619788bf335cb86b090470b557ae1eed33613dc24e12142505d32b462e58/ty-0.0.63-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:7394ed39424b027c89d5f0c818871c791e33958b88f5bb13e14bd4a12a3ca631", size = 12671377, upload-time = "2026-07-23T11:41:22.489Z" },
+    { url = "https://files.pythonhosted.org/packages/07/a2/0aff2cdd3c98e2c4729337542b8da0ce1980790e1600e0c4a717a1f46293/ty-0.0.63-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:94c3f155230490f8fb505911655e940c630c25cc0c35a76690cb413254fb4437", size = 11768090, upload-time = "2026-07-23T11:41:24.558Z" },
+    { url = "https://files.pythonhosted.org/packages/43/4a/cdb5f1d26154144dfee08e1bd671daf827238170f7cee9dad43990bb2016/ty-0.0.63-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:c16e1d8b4f0ae99106d5f13a894034a202baf6cdab61e2bb1a239de82904f839", size = 11867747, upload-time = "2026-07-23T11:41:26.794Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/26/ecc09ecb70bc9fbfdf42fa57ff29568f173e8200df575a0d72dc2b8486f9/ty-0.0.63-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b66293dad89eaed4b9fbf3b661614dbeb85b59ba037178a3f9a0adedf264da5c", size = 12120000, upload-time = "2026-07-23T11:41:28.731Z" },
+    { url = "https://files.pythonhosted.org/packages/14/07/862822f9c2c397785b69b25cf79b4dfc3c0d55684b9adf11ac194450f8e1/ty-0.0.63-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:8b29cc832e2ec73502c97dd7325d6ae0e085b34a33529a0f785192317d9862fc", size = 12477862, upload-time = "2026-07-23T11:41:30.847Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/c2/50b08b641578d6f48e8aa28a91d0de32c91aa24dd926ed199e8afd2d37ea/ty-0.0.63-py3-none-win32.whl", hash = "sha256:f0a8fbfd1f990c0c5d85cce018d438969ac79e49247e2192c9745394bb7d17ab", size = 11433155, upload-time = "2026-07-23T11:41:33.28Z" },
+    { url = "https://files.pythonhosted.org/packages/92/2d/d422a5568f0d1f317186be22241288dc6e08b71dc24aca223f22038ac2d2/ty-0.0.63-py3-none-win_amd64.whl", hash = "sha256:2aa2370bdd6f42e9f37518c812379bef70b9162f9e5aad511495229b0b71cb93", size = 12450036, upload-time = "2026-07-23T11:41:35.559Z" },
+    { url = "https://files.pythonhosted.org/packages/35/97/2c9748e28ead0650c7ad3e5f74f178832ceabd7cb5c272a882f29eb32ee4/ty-0.0.63-py3-none-win_arm64.whl", hash = "sha256:95ac1a62162c3c7ac204731e95ebf766d62a46a7bfa238a6acbe923fcb772cb1", size = 11826243, upload-time = "2026-07-23T11:41:37.749Z" },
 ]
 
 [[package]]
@@ -3069,16 +3051,16 @@ wheels = [
 
 [[package]]
 name = "yfinance"
-version = "1.5.1"
+version = "1.5.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beautifulsoup4" },
     { name = "curl-cffi" },
     { name = "multitasking" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and platform_machine != 'x86_64') or (python_full_version < '3.14' and sys_platform != 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "numpy", version = "2.3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
     { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and platform_machine != 'x86_64') or (python_full_version >= '3.14' and sys_platform != 'darwin')" },
-    { name = "pandas", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14' and platform_machine == 'x86_64' and sys_platform == 'darwin'" },
-    { name = "pandas", version = "3.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14' or platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas" },
     { name = "peewee" },
     { name = "platformdirs" },
     { name = "protobuf" },
@@ -3086,7 +3068,7 @@ dependencies = [
     { name = "requests" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/75/f1/095457c99cd5fb44802e0dafbb17051e0bfdbf264bd4531556e662f57fbf/yfinance-1.5.1.tar.gz", hash = "sha256:89c48a1d45fb870f8e3066c22643c6911118ede9cead747b48925ce8e01a6940", size = 167897, upload-time = "2026-06-28T18:13:59.593Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/88/25/66da4c0063e7ca96f145861b6194b2b5244b488b997112869929422dc178/yfinance-1.5.2.tar.gz", hash = "sha256:5935d457fc62cf2f7e9bf1b2d019a8fec8fb0072f58a095eb53740b70a6a06ed", size = 167938, upload-time = "2026-07-23T19:16:31.584Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2b/53/ba0f45c93c45cafe010c9fe2f509c70d1ad0f96ae7b6ca93369db0c17942/yfinance-1.5.1-py2.py3-none-any.whl", hash = "sha256:a5c9cfc1b9c990f217b643e4fb92444e023cc02b2bacdea9c1fb472509fdfe22", size = 144223, upload-time = "2026-06-28T18:13:58.349Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/77/9549bf914e0de5b5ca15086cd3f31bf35d5a1e6bfb793196eb9c4c41baff/yfinance-1.5.2-py2.py3-none-any.whl", hash = "sha256:197fc03485c246547a5a9184956c60150ea33b6f740d877e02a97f123d5cd2b9", size = 144062, upload-time = "2026-07-23T19:16:30.201Z" },
 ]