From 7fd81389885afa8fd0d6d3fc4df78e30200a0ced Mon Sep 17 00:00:00 2001
From: apbassett <43486400+apbassett@users.noreply.github.com>
Date: Wed, 18 Sep 2024 10:25:11 -0400
Subject: [PATCH 1/3] Bumps Amalgam version

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8247ce96..d5c9c8df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ dependencies = [
    "rich>=12.5.1",
    "semantic-version~=2.0",
    "typing-extensions~=4.0",
-   "amalgam-lang==12.3.16", # Use exact since Engine is exact in version.json
+   "amalgam-lang==12.4.0", # Use exact since Engine is exact in version.json
 ]
 
 [project.optional-dependencies]

From 0f1ea8cfde4932a5e97bfcfe9357359b42d41959 Mon Sep 17 00:00:00 2001
From: howso-automation <support@howso.com>
Date: Wed, 18 Sep 2024 14:35:18 +0000
Subject: [PATCH 2/3] Automated requirements/license generation

---
 LICENSE-3RD-PARTY.txt     |  22 +--
 requirements-3.10-dev.txt | 292 ++++++++++++++++++++------------------
 requirements-3.10.txt     | 218 +++++++++++++++-------------
 requirements-3.11-dev.txt | 280 +++++++++++++++++++-----------------
 requirements-3.11.txt     | 218 +++++++++++++++-------------
 requirements-3.12-dev.txt | 280 +++++++++++++++++++-----------------
 requirements-3.12.txt     | 218 +++++++++++++++-------------
 requirements-3.9-dev.txt  | 292 ++++++++++++++++++++------------------
 requirements-3.9.txt      | 218 +++++++++++++++-------------
 9 files changed, 1083 insertions(+), 955 deletions(-)

diff --git a/LICENSE-3RD-PARTY.txt b/LICENSE-3RD-PARTY.txt
index 43fc2205..44037bbb 100644
--- a/LICENSE-3RD-PARTY.txt
+++ b/LICENSE-3RD-PARTY.txt
@@ -530,12 +530,12 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 
 
 idna
-3.8
+3.10
 BSD License
 Kim Davies <kim+pypi@gumleaf.org>
 https://github.com/kjd/idna
 Internationalized Domain Names in Applications (IDNA)
-/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/idna-3.8.dist-info/LICENSE.md
+/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/idna-3.10.dist-info/LICENSE.md
 BSD 3-Clause License
 
 Copyright (c) 2013-2024, Kim Davies and contributors.
@@ -655,15 +655,15 @@ IN THE SOFTWARE.
 
 
 mmh3
-4.1.0
+5.0.0
 MIT License
 Hajime Senuma <hajime.senuma@gmail.com>
 https://pypi.org/project/mmh3/
 Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions.
-/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/mmh3-4.1.0.dist-info/LICENSE
+/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/mmh3-5.0.0.dist-info/LICENSE
 MIT License
 
-Copyright (c) 2011-2023 Hajime Senuma
+Copyright (c) 2011-2024 Hajime Senuma
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -1855,12 +1855,12 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 The above BSD License Applies to all code, even that also covered by Apache 2.0.
 
 pytz
-2024.1
+2024.2
 MIT License
 Stuart Bishop
 http://pythonhosted.org/pytz
 World timezone definitions, modern and historical
-/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/pytz-2024.1.dist-info/LICENSE.txt
+/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/pytz-2024.2.dist-info/LICENSE.txt
 Copyright (c) 2003-2019 Stuart Bishop <stuart@stuartbishop.net>
 
 Permission is hereby granted, free of charge, to any person obtaining a
@@ -2067,12 +2067,12 @@ Python HTTP for Humans.
 
 
 rich
-13.8.0
+13.8.1
 MIT License
 Will McGugan
 https://github.com/Textualize/rich
 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
-/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/rich-13.8.0.dist-info/LICENSE
+/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/rich-13.8.1.dist-info/LICENSE
 Copyright (c) 2020 Will McGugan
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
@@ -2465,12 +2465,12 @@ limitations under the License.
 
 
 urllib3
-2.2.2
+2.2.3
 MIT License
 Andrey Petrov <andrey.petrov@shazow.net>
 https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
 HTTP library with thread-safe connection pooling, file post, and more.
-/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
+/home/runner/.pyenv/versions/3.12.1/lib/python3.12/site-packages/urllib3-2.2.3.dist-info/licenses/LICENSE.txt
 MIT License
 
 Copyright (c) 2008-2020 Andrey Petrov and contributors.
diff --git a/requirements-3.10-dev.txt b/requirements-3.10-dev.txt
index 51ccd80d..47592b0e 100644
--- a/requirements-3.10-dev.txt
+++ b/requirements-3.10-dev.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --extra=dev --extra=scikit --generate-hashes --no-emit-index-url --output-file=requirements-3.10-dev.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 astroid==3.2.4 \
     --hash=sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a \
@@ -335,13 +335,13 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
-importlib-metadata==8.4.0 \
-    --hash=sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1 \
-    --hash=sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5
+importlib-metadata==8.5.0 \
+    --hash=sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b \
+    --hash=sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7
     # via build
 iniconfig==2.0.0 \
     --hash=sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3 \
@@ -369,87 +369,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -555,13 +571,13 @@ pip-tools==7.4.1 \
     --hash=sha256:4c690e5fbae2f21e87843e89c26191f0d9454f362d8acdbd695716493ec8b3a9 \
     --hash=sha256:864826f5073864450e24dbeeb85ce3920cdfb09848a3d69ebf537b521f14bcc9
     # via howso-engine (pyproject.toml)
-pipdeptree==2.23.3 \
-    --hash=sha256:3fcfd4e72de13a37b7921bc160af840d514738f9ea81c3f9ce080bc1e1f4eb5a \
-    --hash=sha256:5115d6f9ea55be010bfff87da3cde32154cfe127b0cdfb4721ccf9d9d7cb6989
+pipdeptree==2.23.4 \
+    --hash=sha256:6a4b4f45bb4a27a440702747636b98e4b88369c00396a840266d536fc6804b6f \
+    --hash=sha256:8a9e7ceee623d1cb2839b6802c26dd40959d31ecaa1468d32616f7082658f135
     # via howso-engine (pyproject.toml)
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.6 \
+    --hash=sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907 \
+    --hash=sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb
     # via pylint
 pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
@@ -634,9 +650,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -701,32 +717,32 @@ requests==2.32.3 \
     # via
     #   howso-engine (pyproject.toml)
     #   pmlb
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
-scikit-learn==1.5.1 \
-    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
-    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
-    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
-    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
-    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
-    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
-    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
-    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
-    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
-    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
-    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
-    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
-    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
-    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
-    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
-    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
-    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
-    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
-    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
-    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
-    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+scikit-learn==1.5.2 \
+    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
+    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
+    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
+    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
+    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
+    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
+    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
+    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
+    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
+    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
+    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
+    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
+    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
+    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
+    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
+    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
+    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
+    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
+    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
+    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
+    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
     # via howso-engine (pyproject.toml)
 scipy==1.14.1 \
     --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
@@ -802,17 +818,17 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
 wheel==0.44.0 \
     --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
     --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
     # via pip-tools
-zipp==3.20.1 \
-    --hash=sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064 \
-    --hash=sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
     # via importlib-metadata
 
 # The following packages are considered to be unsafe in a requirements file:
@@ -822,9 +838,9 @@ pip==24.2 \
     # via
     #   pip-tools
     #   pipdeptree
-setuptools==74.1.2 \
-    --hash=sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308 \
-    --hash=sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6
+setuptools==75.1.0 \
+    --hash=sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2 \
+    --hash=sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538
     # via
     #   flake8-import-order
     #   pip-tools
diff --git a/requirements-3.10.txt b/requirements-3.10.txt
index 4a846dab..023961ce 100644
--- a/requirements-3.10.txt
+++ b/requirements-3.10.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --generate-hashes --no-emit-index-url --output-file=requirements-3.10.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 certifi==2024.8.30 \
     --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
@@ -221,9 +221,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
@@ -233,87 +233,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -425,9 +441,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -488,9 +504,9 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via howso-engine (pyproject.toml)
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
 semantic-version==2.10.0 \
     --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
@@ -508,7 +524,7 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
diff --git a/requirements-3.11-dev.txt b/requirements-3.11-dev.txt
index c5faa11b..23f8edb3 100644
--- a/requirements-3.11-dev.txt
+++ b/requirements-3.11-dev.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --extra=dev --extra=scikit --generate-hashes --no-emit-index-url --output-file=requirements-3.11-dev.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 astroid==3.2.4 \
     --hash=sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a \
@@ -331,9 +331,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 iniconfig==2.0.0 \
     --hash=sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3 \
@@ -361,87 +361,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -547,13 +563,13 @@ pip-tools==7.4.1 \
     --hash=sha256:4c690e5fbae2f21e87843e89c26191f0d9454f362d8acdbd695716493ec8b3a9 \
     --hash=sha256:864826f5073864450e24dbeeb85ce3920cdfb09848a3d69ebf537b521f14bcc9
     # via howso-engine (pyproject.toml)
-pipdeptree==2.23.3 \
-    --hash=sha256:3fcfd4e72de13a37b7921bc160af840d514738f9ea81c3f9ce080bc1e1f4eb5a \
-    --hash=sha256:5115d6f9ea55be010bfff87da3cde32154cfe127b0cdfb4721ccf9d9d7cb6989
+pipdeptree==2.23.4 \
+    --hash=sha256:6a4b4f45bb4a27a440702747636b98e4b88369c00396a840266d536fc6804b6f \
+    --hash=sha256:8a9e7ceee623d1cb2839b6802c26dd40959d31ecaa1468d32616f7082658f135
     # via howso-engine (pyproject.toml)
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.6 \
+    --hash=sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907 \
+    --hash=sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb
     # via pylint
 pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
@@ -626,9 +642,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -693,32 +709,32 @@ requests==2.32.3 \
     # via
     #   howso-engine (pyproject.toml)
     #   pmlb
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
-scikit-learn==1.5.1 \
-    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
-    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
-    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
-    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
-    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
-    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
-    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
-    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
-    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
-    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
-    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
-    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
-    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
-    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
-    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
-    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
-    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
-    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
-    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
-    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
-    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+scikit-learn==1.5.2 \
+    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
+    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
+    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
+    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
+    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
+    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
+    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
+    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
+    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
+    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
+    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
+    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
+    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
+    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
+    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
+    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
+    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
+    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
+    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
+    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
+    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
     # via howso-engine (pyproject.toml)
 scipy==1.14.1 \
     --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
@@ -783,9 +799,9 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
 wheel==0.44.0 \
     --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
@@ -799,9 +815,9 @@ pip==24.2 \
     # via
     #   pip-tools
     #   pipdeptree
-setuptools==74.1.2 \
-    --hash=sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308 \
-    --hash=sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6
+setuptools==75.1.0 \
+    --hash=sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2 \
+    --hash=sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538
     # via
     #   flake8-import-order
     #   pip-tools
diff --git a/requirements-3.11.txt b/requirements-3.11.txt
index 4647e967..3900563f 100644
--- a/requirements-3.11.txt
+++ b/requirements-3.11.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --generate-hashes --no-emit-index-url --output-file=requirements-3.11.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 certifi==2024.8.30 \
     --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
@@ -221,9 +221,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
@@ -233,87 +233,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -425,9 +441,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -488,9 +504,9 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via howso-engine (pyproject.toml)
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
 semantic-version==2.10.0 \
     --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
@@ -508,7 +524,7 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
diff --git a/requirements-3.12-dev.txt b/requirements-3.12-dev.txt
index 117298c9..0315be61 100644
--- a/requirements-3.12-dev.txt
+++ b/requirements-3.12-dev.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --extra=dev --extra=scikit --generate-hashes --no-emit-index-url --output-file=requirements-3.12-dev.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 astroid==3.2.4 \
     --hash=sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a \
@@ -331,9 +331,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 iniconfig==2.0.0 \
     --hash=sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3 \
@@ -361,87 +361,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
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-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -547,13 +563,13 @@ pip-tools==7.4.1 \
     --hash=sha256:4c690e5fbae2f21e87843e89c26191f0d9454f362d8acdbd695716493ec8b3a9 \
     --hash=sha256:864826f5073864450e24dbeeb85ce3920cdfb09848a3d69ebf537b521f14bcc9
     # via howso-engine (pyproject.toml)
-pipdeptree==2.23.3 \
-    --hash=sha256:3fcfd4e72de13a37b7921bc160af840d514738f9ea81c3f9ce080bc1e1f4eb5a \
-    --hash=sha256:5115d6f9ea55be010bfff87da3cde32154cfe127b0cdfb4721ccf9d9d7cb6989
+pipdeptree==2.23.4 \
+    --hash=sha256:6a4b4f45bb4a27a440702747636b98e4b88369c00396a840266d536fc6804b6f \
+    --hash=sha256:8a9e7ceee623d1cb2839b6802c26dd40959d31ecaa1468d32616f7082658f135
     # via howso-engine (pyproject.toml)
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.6 \
+    --hash=sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907 \
+    --hash=sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb
     # via pylint
 pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
@@ -626,9 +642,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -693,32 +709,32 @@ requests==2.32.3 \
     # via
     #   howso-engine (pyproject.toml)
     #   pmlb
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
-scikit-learn==1.5.1 \
-    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
-    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
-    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
-    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
-    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
-    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
-    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
-    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
-    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
-    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
-    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
-    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
-    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
-    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
-    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
-    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
-    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
-    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
-    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
-    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
-    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+scikit-learn==1.5.2 \
+    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
+    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
+    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
+    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
+    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
+    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
+    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
+    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
+    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
+    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
+    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
+    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
+    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
+    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
+    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
+    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
+    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
+    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
+    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
+    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
+    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
     # via howso-engine (pyproject.toml)
 scipy==1.14.1 \
     --hash=sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e \
@@ -783,9 +799,9 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
 wheel==0.44.0 \
     --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
@@ -799,9 +815,9 @@ pip==24.2 \
     # via
     #   pip-tools
     #   pipdeptree
-setuptools==74.1.2 \
-    --hash=sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308 \
-    --hash=sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6
+setuptools==75.1.0 \
+    --hash=sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2 \
+    --hash=sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538
     # via
     #   flake8-import-order
     #   pip-tools
diff --git a/requirements-3.12.txt b/requirements-3.12.txt
index 8de6ca45..04848e90 100644
--- a/requirements-3.12.txt
+++ b/requirements-3.12.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --generate-hashes --no-emit-index-url --output-file=requirements-3.12.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 certifi==2024.8.30 \
     --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
@@ -221,9 +221,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
@@ -233,87 +233,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.1.1 \
     --hash=sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5 \
@@ -425,9 +441,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -488,9 +504,9 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via howso-engine (pyproject.toml)
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
 semantic-version==2.10.0 \
     --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
@@ -508,7 +524,7 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
diff --git a/requirements-3.9-dev.txt b/requirements-3.9-dev.txt
index b7ee40de..04bd4f22 100644
--- a/requirements-3.9-dev.txt
+++ b/requirements-3.9-dev.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --extra=dev --extra=scikit --generate-hashes --no-emit-index-url --output-file=requirements-3.9-dev.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 astroid==3.2.4 \
     --hash=sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a \
@@ -335,13 +335,13 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
-importlib-metadata==8.4.0 \
-    --hash=sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1 \
-    --hash=sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5
+importlib-metadata==8.5.0 \
+    --hash=sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b \
+    --hash=sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7
     # via build
 iniconfig==2.0.0 \
     --hash=sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3 \
@@ -369,87 +369,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
-    --hash=sha256:5bf33dc43cd6de2cb86e0aa73a1cc6530f557854bbbe5d59f41ef6de2e353d7b \
-    --hash=sha256:5ca07c41e6a2880991431ac717c2a049056fff497651a76e26fc22224e8b5732 \
-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
-    --hash=sha256:6477a05d5e5ab3168e82e8b106e316210ac954134f46ec529356607900aea82a \
-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
-    --hash=sha256:74699a8984ded645c1a24d6078351a056f5a5f1fe5838870412a68ac5e28d865 \
-    --hash=sha256:75da0f615eb55295a437264cc0b736753f830b09d102aa4c2a7d719bc445ec05 \
-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.0.2 \
     --hash=sha256:0123ffdaa88fa4ab64835dcbde75dcdf89c453c922f18dced6e27c90d1d0ec5a \
@@ -547,13 +563,13 @@ pip-tools==7.4.1 \
     --hash=sha256:4c690e5fbae2f21e87843e89c26191f0d9454f362d8acdbd695716493ec8b3a9 \
     --hash=sha256:864826f5073864450e24dbeeb85ce3920cdfb09848a3d69ebf537b521f14bcc9
     # via howso-engine (pyproject.toml)
-pipdeptree==2.23.3 \
-    --hash=sha256:3fcfd4e72de13a37b7921bc160af840d514738f9ea81c3f9ce080bc1e1f4eb5a \
-    --hash=sha256:5115d6f9ea55be010bfff87da3cde32154cfe127b0cdfb4721ccf9d9d7cb6989
+pipdeptree==2.23.4 \
+    --hash=sha256:6a4b4f45bb4a27a440702747636b98e4b88369c00396a840266d536fc6804b6f \
+    --hash=sha256:8a9e7ceee623d1cb2839b6802c26dd40959d31ecaa1468d32616f7082658f135
     # via howso-engine (pyproject.toml)
-platformdirs==4.3.2 \
-    --hash=sha256:9e5e27a08aa095dd127b9f2e764d74254f482fef22b0970773bfba79d091ab8c \
-    --hash=sha256:eb1c8582560b34ed4ba105009a4badf7f6f85768b30126f351328507b2beb617
+platformdirs==4.3.6 \
+    --hash=sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907 \
+    --hash=sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb
     # via pylint
 pluggy==1.5.0 \
     --hash=sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1 \
@@ -626,9 +642,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -693,32 +709,32 @@ requests==2.32.3 \
     # via
     #   howso-engine (pyproject.toml)
     #   pmlb
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
-scikit-learn==1.5.1 \
-    --hash=sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1 \
-    --hash=sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414 \
-    --hash=sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1 \
-    --hash=sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2 \
-    --hash=sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21 \
-    --hash=sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d \
-    --hash=sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac \
-    --hash=sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915 \
-    --hash=sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395 \
-    --hash=sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d \
-    --hash=sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf \
-    --hash=sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745 \
-    --hash=sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855 \
-    --hash=sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956 \
-    --hash=sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4 \
-    --hash=sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b \
-    --hash=sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b \
-    --hash=sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1 \
-    --hash=sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe \
-    --hash=sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74 \
-    --hash=sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7
+scikit-learn==1.5.2 \
+    --hash=sha256:03b6158efa3faaf1feea3faa884c840ebd61b6484167c711548fce208ea09445 \
+    --hash=sha256:1ff45e26928d3b4eb767a8f14a9a6efbf1cbff7c05d1fb0f95f211a89fd4f5de \
+    --hash=sha256:299406827fb9a4f862626d0fe6c122f5f87f8910b86fe5daa4c32dcd742139b6 \
+    --hash=sha256:2d4cad1119c77930b235579ad0dc25e65c917e756fe80cab96aa3b9428bd3fb0 \
+    --hash=sha256:394397841449853c2290a32050382edaec3da89e35b3e03d6cc966aebc6a8ae6 \
+    --hash=sha256:3a686885a4b3818d9e62904d91b57fa757fc2bed3e465c8b177be652f4dd37c8 \
+    --hash=sha256:3b923d119d65b7bd555c73be5423bf06c0105678ce7e1f558cb4b40b0a5502b1 \
+    --hash=sha256:3bed4909ba187aca80580fe2ef370d9180dcf18e621a27c4cf2ef10d279a7efe \
+    --hash=sha256:52788f48b5d8bca5c0736c175fa6bdaab2ef00a8f536cda698db61bd89c551c1 \
+    --hash=sha256:57cc1786cfd6bd118220a92ede80270132aa353647684efa385a74244a41e3b1 \
+    --hash=sha256:643964678f4b5fbdc95cbf8aec638acc7aa70f5f79ee2cdad1eec3df4ba6ead8 \
+    --hash=sha256:6c16d84a0d45e4894832b3c4d0bf73050939e21b99b01b6fd59cbb0cf39163b6 \
+    --hash=sha256:757c7d514ddb00ae249832fe87100d9c73c6ea91423802872d9e74970a0e40b9 \
+    --hash=sha256:8c412ccc2ad9bf3755915e3908e677b367ebc8d010acbb3f182814524f2e5540 \
+    --hash=sha256:b4237ed7b3fdd0a4882792e68ef2545d5baa50aca3bb45aa7df468138ad8f94d \
+    --hash=sha256:c15b1ca23d7c5f33cc2cb0a0d6aaacf893792271cddff0edbd6a40e8319bc113 \
+    --hash=sha256:ca64b3089a6d9b9363cd3546f8978229dcbb737aceb2c12144ee3f70f95684b7 \
+    --hash=sha256:f60021ec1574e56632be2a36b946f8143bf4e5e6af4a06d85281adc22938e0dd \
+    --hash=sha256:f763897fe92d0e903aa4847b0aec0e68cadfff77e8a0687cabd946c89d17e675 \
+    --hash=sha256:f8b0ccd4a902836493e026c03256e8b206656f91fbcc4fde28c57a5b752561f1 \
+    --hash=sha256:f932a02c3f4956dfb981391ab24bda1dbd90fe3d628e4b42caef3e041c67707a
     # via howso-engine (pyproject.toml)
 scipy==1.13.1 \
     --hash=sha256:017367484ce5498445aade74b1d5ab377acdc65e27095155e448c88497755a5d \
@@ -787,17 +803,17 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
 wheel==0.44.0 \
     --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
     --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
     # via pip-tools
-zipp==3.20.1 \
-    --hash=sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064 \
-    --hash=sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
     # via importlib-metadata
 
 # The following packages are considered to be unsafe in a requirements file:
@@ -807,9 +823,9 @@ pip==24.2 \
     # via
     #   pip-tools
     #   pipdeptree
-setuptools==74.1.2 \
-    --hash=sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308 \
-    --hash=sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6
+setuptools==75.1.0 \
+    --hash=sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2 \
+    --hash=sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538
     # via
     #   flake8-import-order
     #   pip-tools
diff --git a/requirements-3.9.txt b/requirements-3.9.txt
index 83431989..946a5ecc 100644
--- a/requirements-3.9.txt
+++ b/requirements-3.9.txt
@@ -4,14 +4,14 @@
 #
 #    pip-compile --allow-unsafe --generate-hashes --no-emit-index-url --output-file=requirements-3.9.txt
 #
-amalgam-lang==12.3.16 \
-    --hash=sha256:283dc39a7b1f07f72fffefa2cbca179cd265daf5b1566fc781f1084949959482 \
-    --hash=sha256:494e0bcbd8dd3e6eca178ac5457ba95b8d12a6bdcb7bb1f7c560f9fea79e1f0c \
-    --hash=sha256:4fb9ad84c8d3b434ef9a85b24cfe29c8f4b80d69c74a33c3d745002b8cb569c5 \
-    --hash=sha256:96bdfb187e004bd2debe7f4e2ff43ae66e79f82c6e45941a1990e71e014d41a4 \
-    --hash=sha256:9a05e6b08f068055b9b4730f719f2723a3e5055df7e6f0208ec3092fedebc786 \
-    --hash=sha256:9dbf1fef386d0d78d0376b60e88b4b17dcacba7aa8a131d63f72747a7ba0d2c8 \
-    --hash=sha256:d4b808f287b030488efd748319b400e960b3441e7319e10f63cac6bd27057eb0
+amalgam-lang==12.4.0 \
+    --hash=sha256:05fef1b5337fca029c11f9dbcd48845b473b62791edde08fc4e1721fcecb31fe \
+    --hash=sha256:502fdcfd1c35fba8cc842a8efed9467060fa05101c3c5cc8de4e3a48b0eb7bf6 \
+    --hash=sha256:560d364e65c878d4df2ec7d334b93fbb4588c37dedc0db12f944b74ccee6db63 \
+    --hash=sha256:6f31447109fc1589f0eda070a1c0c727b9b8437206ff5331014846a3a7348916 \
+    --hash=sha256:965ccaac6f2a881cb4ff8a01062269e9b467420c7c5a4379c079f7ca3a05a9d6 \
+    --hash=sha256:bc54d53deb91e4d4604e32d0a234831f05ab5edeb9159b8df382815eb78d8636 \
+    --hash=sha256:e9c0ee9d157eba2aea0b9775d40cb13b9ef982924be8b68c35892ae30ef9866c
     # via howso-engine (pyproject.toml)
 certifi==2024.8.30 \
     --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
@@ -221,9 +221,9 @@ humanize==4.10.0 \
     --hash=sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978 \
     --hash=sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6
     # via howso-engine (pyproject.toml)
-idna==3.8 \
-    --hash=sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac \
-    --hash=sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
@@ -233,87 +233,103 @@ mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-mmh3==4.1.0 \
-    --hash=sha256:0033d60c7939168ef65ddc396611077a7268bde024f2c23bdc283a19123f9e9c \
-    --hash=sha256:01bb9b90d61854dfc2407c5e5192bfb47222d74f29d140cb2dd2a69f2353f7cc \
-    --hash=sha256:073d57425a23721730d3ff5485e2da489dd3c90b04e86243dd7211f889898106 \
-    --hash=sha256:08373082dfaa38fe97aa78753d1efd21a1969e51079056ff552e687764eafdfe \
-    --hash=sha256:086844830fcd1e5c84fec7017ea1ee8491487cfc877847d96f86f68881569d2e \
-    --hash=sha256:0dc6dc32eb03727467da8e17deffe004fbb65e8b5ee2b502d36250d7a3f4e2ec \
-    --hash=sha256:0ebe052fef4bbe30c0548d12ee46d09f1b69035ca5208a7075e55adfe091be44 \
-    --hash=sha256:168473dd608ade6a8d2ba069600b35199a9af837d96177d3088ca91f2b3798e3 \
-    --hash=sha256:1d3b1cdad7c71b7b88966301789a478af142bddcb3a2bee563f7a7d40519a00f \
-    --hash=sha256:1dd0f652ae99585b9dd26de458e5f08571522f0402155809fd1dc8852a613a39 \
-    --hash=sha256:1e3b1a27def545ce11e36158ba5d5390cdbc300cfe456a942cc89d649cf7e3b2 \
-    --hash=sha256:2974ad343f0d39dcc88e93ee6afa96cedc35a9883bc067febd7ff736e207fa47 \
-    --hash=sha256:3280a463855b0eae64b681cd5b9ddd9464b73f81151e87bb7c91a811d25619e6 \
-    --hash=sha256:372f4b7e1dcde175507640679a2a8790185bb71f3640fc28a4690f73da986a3b \
-    --hash=sha256:3b02268be6e0a8eeb8a924d7db85f28e47344f35c438c1e149878bb1c47b1cd3 \
-    --hash=sha256:411da64b951f635e1e2284b71d81a5a83580cea24994b328f8910d40bed67276 \
-    --hash=sha256:42dfd6742b9e3eec599f85270617debfa0bbb913c545bb980c8a4fa7b2d047da \
-    --hash=sha256:438584b97f6fe13e944faf590c90fc127682b57ae969f73334040d9fa1c7ffa5 \
-    --hash=sha256:475d6d1445dd080f18f0f766277e1237fa2914e5fe3307a3b2a3044f30892103 \
-    --hash=sha256:4a013979fc9390abadc445ea2527426a0e7a4495c19b74589204f9b71bcaafeb \
-    --hash=sha256:4a69d6afe3190fa08f9e3a58e5145549f71f1f3fff27bd0800313426929c7068 \
-    --hash=sha256:5135358a7e00991f73b88cdc8eda5203bf9de22120d10a834c5761dbeb07dd13 \
-    --hash=sha256:5259ac0535874366e7d1a5423ef746e0d36a9e3c14509ce6511614bdc5a7ef5b \
-    --hash=sha256:52ba2da04671a9621580ddabf72f06f0e72c1c9c3b7b608849b58b11080d8f14 \
-    --hash=sha256:53db8d9bad3cb66c8f35cbc894f336273f63489ce4ac416634932e3cbe79eb5b \
-    --hash=sha256:54b9c6a2ea571b714e4fe28d3e4e2db37abfd03c787a58074ea21ee9a8fd1740 \
-    --hash=sha256:571a92bad859d7b0330e47cfd1850b76c39b615a8d8e7aa5853c1f971fd0c4b1 \
-    --hash=sha256:598c352da1d945108aee0c3c3cfdd0e9b3edef74108f53b49d481d3990402169 \
-    --hash=sha256:5a5fef4c4ecc782e6e43fbeab09cff1bac82c998a1773d3a5ee6a3605cde343e \
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-    --hash=sha256:6218666f74c8c013c221e7f5f8a693ac9cf68e5ac9a03f2373b32d77c48904de \
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-    --hash=sha256:6e27931b232fc676675fac8641c6ec6b596daa64d82170e8597f5a5b8bdcd3b6 \
-    --hash=sha256:71e32ddec7f573a1a0feb8d2cf2af474c50ec21e7a8263026e8d3b4b629805db \
-    --hash=sha256:73ea4cc55e8aea28c86799ecacebca09e5f86500414870a8abaedfcbaf74d288 \
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-    --hash=sha256:7cbb20b29d57e76a58b40fd8b13a9130db495a12d678d651b459bf61c0714cea \
-    --hash=sha256:8e2c1f6a2b41723a4f82bd5a762a777836d29d664fc0095f17910bea0adfd4a6 \
-    --hash=sha256:940d86522f36348ef1a494cbf7248ab3f4a1638b84b59e6c9e90408bd11ad729 \
-    --hash=sha256:97ac57c6c3301769e757d444fa7c973ceb002cb66534b39cbab5e38de61cd896 \
-    --hash=sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c \
-    --hash=sha256:99180d7fd2327a6fffbaff270f760576839dc6ee66d045fa3a450f3490fda7f5 \
-    --hash=sha256:99d25548070942fab1e4a6f04d1626d67e66d0b81ed6571ecfca511f3edf07e6 \
-    --hash=sha256:99dd564e9e2b512eb117bd0cbf0f79a50c45d961c2a02402787d581cec5448d5 \
-    --hash=sha256:9ae3a5c1b32dda121c7dc26f9597ef7b01b4c56a98319a7fe86c35b8bc459ae6 \
-    --hash=sha256:9b0d4f3949913a9f9a8fb1bb4cc6ecd52879730aab5ff8c5a3d8f5b593594b73 \
-    --hash=sha256:a1cf25348b9acd229dda464a094d6170f47d2850a1fcb762a3b6172d2ce6ca4a \
-    --hash=sha256:a3b680b471c181490cf82da2142029edb4298e1bdfcb67c76922dedef789868d \
-    --hash=sha256:a42ad267e131d7847076bb7e31050f6c4378cd38e8f1bf7a0edd32f30224d5c9 \
-    --hash=sha256:a7b1edf24c69e3513f879722b97ca85e52f9032f24a52284746877f6a7304086 \
-    --hash=sha256:a7b6502cdb4dbd880244818ab363c8770a48cdccecf6d729ade0241b736b5ec0 \
-    --hash=sha256:aa1f13e94b8631c8cd53259250556edcf1de71738936b60febba95750d9632bd \
-    --hash=sha256:ac0ae43caae5a47afe1b63a1ae3f0986dde54b5fb2d6c29786adbfb8edc9edfb \
-    --hash=sha256:ac59294a536ba447b5037f62d8367d7d93b696f80671c2c45645fa9f1109413c \
-    --hash=sha256:afb127be0be946b7630220908dbea0cee0d9d3c583fa9114a07156f98566dc28 \
-    --hash=sha256:b3dcccc4935686619a8e3d1f7b6e97e3bd89a4a796247930ee97d35ea1a39341 \
-    --hash=sha256:b926b07fd678ea84b3a2afc1fa22ce50aeb627839c44382f3d0291e945621e1a \
-    --hash=sha256:ba245e94b8d54765e14c2d7b6214e832557e7856d5183bc522e17884cab2f45d \
-    --hash=sha256:bb04e2feeabaad6231e89cd43b3d01a4403579aa792c9ab6fdeef45cc58d4ec0 \
-    --hash=sha256:bcb1b8b951a2c0b0fb8a5426c62a22557e2ffc52539e0a7cc46eb667b5d606a9 \
-    --hash=sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a \
-    --hash=sha256:bebc3ecb6ba18292e3d40c8712482b4477abd6981c2ebf0e60869bd90f8ac3a9 \
-    --hash=sha256:c5950827ca0453a2be357696da509ab39646044e3fa15cad364eb65d78797437 \
-    --hash=sha256:c5b053334f9b0af8559d6da9dc72cef0a65b325ebb3e630c680012323c950bb6 \
-    --hash=sha256:ce0ab79ff736d7044e5e9b3bfe73958a55f79a4ae672e6213e92492ad5e734d5 \
-    --hash=sha256:cff9ae76a54f7c6fe0167c9c4028c12c1f6de52d68a31d11b6790bb2ae685560 \
-    --hash=sha256:d08b790a63a9a1cde3b5d7d733ed97d4eb884bfbc92f075a091652d6bfd7709a \
-    --hash=sha256:d6af3e2287644b2b08b5924ed3a88c97b87b44ad08e79ca9f93d3470a54a41c5 \
-    --hash=sha256:d82eb4defa245e02bb0b0dc4f1e7ee284f8d212633389c91f7fba99ba993f0a2 \
-    --hash=sha256:da5892287e5bea6977364b15712a2573c16d134bc5fdcdd4cf460006cf849278 \
-    --hash=sha256:deb887f5fcdaf57cf646b1e062d56b06ef2f23421c80885fce18b37143cba828 \
-    --hash=sha256:e42b38fad664f56f77f6fbca22d08450f2464baa68acdbf24841bf900eb98e87 \
-    --hash=sha256:eaefd42e85afb70f2b855a011f7b4d8a3c7e19c3f2681fa13118e4d8627378c5 \
-    --hash=sha256:f0dc874cedc23d46fc488a987faa6ad08ffa79e44fb08e3cd4d4cf2877c00a00 \
-    --hash=sha256:f6f02576a4d106d7830ca90278868bf0983554dd69183b7bbe09f2fcd51cf54f \
-    --hash=sha256:f90938ff137130e47bcec8dc1f4ceb02f10178c766e2ef58a9f657ff1f62d124 \
-    --hash=sha256:fa7eacd2b830727ba3dd65a365bed8a5c992ecd0c8348cf39a05cc77d22f4970 \
-    --hash=sha256:fefef92e9c544a8dbc08f77a8d1b6d48006a750c4375bbcd5ff8199d761e263b
+mmh3==5.0.0 \
+    --hash=sha256:01636d74df6371f192dc5a112f4afc43cb4119a9ea6de704469161fd4ab9e86b \
+    --hash=sha256:03c2feef9fa839899065dc29cec2f921b1194bddaa9999e5460f9ab903e0ef24 \
+    --hash=sha256:05b09d98cbdb6ad03eb9c701e87cea005ececd4fd7d2968ff0f5a86af1ef340d \
+    --hash=sha256:05b10476fd5cfb0fd63ceebf7430612423e7f79e9732e0b344225aa642e12be4 \
+    --hash=sha256:072dda5e7e27a01c9c393c0558a210051d49750cd27807b443ba3285793f31bb \
+    --hash=sha256:0be4d14ab3a690bac6c127733490493b8698f84eadb9d667be7eb952281c51e4 \
+    --hash=sha256:11e29156edb1990600cb4b91bcb371a2adf20a0fcb818837fb78408be19e9117 \
+    --hash=sha256:1424a9ffa472d4a9f5581f4eeac118d2c746e1980cbb48b7c1ddd1155e8d0d11 \
+    --hash=sha256:157159c3306e11225111e7d2db6bee1ff81d2286df53d6a305728656cf694076 \
+    --hash=sha256:1616cb621cab3bc5b58dba9605311c346b45e732818f12f943a803b9a641f09c \
+    --hash=sha256:16f46dc1774bf3e8305fa33207a502317cd7a592cb79b0d65c84f0fbcf9d9ffa \
+    --hash=sha256:175037381e94d65553631b301c5c6f0cd69c7f8519e634221e7361595c7de0c3 \
+    --hash=sha256:17c0af11c1c4217b30635d3b3ad03dc61388f14b19a4f74bfcd6f29cfac3a59e \
+    --hash=sha256:1d1ac511ad1775f793b4c34fe40e43e213bc59620fcf7d3046ee7d73dd629f82 \
+    --hash=sha256:1d96e0ec13acf1c725b3ba5c932f0f4153238598880d4b32260dd552a34d6576 \
+    --hash=sha256:2400e805018e04718c9367e85d694c036d21a41b37024d5b0dc8ef80cb984cf0 \
+    --hash=sha256:29b2c8eb7a473f6f235c2d9905912a76350dd11b42058364de984264fa4f74ca \
+    --hash=sha256:29b311d4f8dc277c8ef716c68b8020fe0e702807ba7f631fe57ad037d35713aa \
+    --hash=sha256:2b65b6eabd9e78e2b8eee2b8d4db34d4d2f5b540f2ac06ec0a76a1f1566f0ff7 \
+    --hash=sha256:2d039b32f4194ac345c0f52441b7ff0a55735a896303a3eb9054e5f8512d84c8 \
+    --hash=sha256:2e818d949829aeb25898db76d5a88411c2cc899c00e1c1c1a30916254f8762e2 \
+    --hash=sha256:2ee87816b838709bd0fc623e3277736e9465a941d27b14f35d0df1c2006e4438 \
+    --hash=sha256:333057bcf12804a8cae12adb2a5cef3bc50fc8de044ad6a01ae1918a342d6f0e \
+    --hash=sha256:337f747eaf6ab78d0be9cbbb763781ae76eb2e4c0e6523e74582877fe827ec51 \
+    --hash=sha256:341ad4f902ebb7fc14751fab67fb4eedf800a1744bc9dc214a56e11b62d0bfdd \
+    --hash=sha256:361f9d611debc10992888cbace09dbc47391ae8b84b50c995a6d97e6314bb422 \
+    --hash=sha256:3672b5ea6d7c9c5feeb3f75a695b622ee6a82d22897fa0aa4bf1d8ca99ac9c87 \
+    --hash=sha256:3d969f1813b27bd4caac359e0ea0f6b711d252e872c0723124b58d7ac275cb0e \
+    --hash=sha256:47b3823a88c5f7859580688016bff13437fd866f6132e4770b306f0c6edb01a7 \
+    --hash=sha256:47d9a9c1c48accaf78ddb77669c40c837e90be2ecddd39bf7ef2f8dacff85ca6 \
+    --hash=sha256:493479781554a98492a20bd659dd470608a9ceb5b229efcc4ce03ea4c849e81e \
+    --hash=sha256:4ac9de75f3782a5c4dae1c60ed69f2a487439398ef694fc2b77c0a4e61268307 \
+    --hash=sha256:4e66a0f85c8a2f54025f3d477a141458b0338f1b519ad0286c704865513c814f \
+    --hash=sha256:4ea987eeb860723a0a0217b2e84c327ba5fd143cd8e7e289f008ae95280d30bb \
+    --hash=sha256:5580c7bf9570458d8096a016f7012453306a14d2e3e4ef1267b9c9c9f506d8a4 \
+    --hash=sha256:566ab00f7bc779d6d887b2d2ec96345483ed7091796d303f5df20cb06b4327ba \
+    --hash=sha256:5a1c056b65be3077496ed655731eff1f65ee67f2b31f40a027f3171ba0ac20d1 \
+    --hash=sha256:5a2a9cd368f2a15f06f2749db764e410b7dc260822319f169a52c649da078bf6 \
+    --hash=sha256:5bd7a88b40c5c715c9afe6af4034f23a2222045d17215ffdde357733d976fde2 \
+    --hash=sha256:5bfc15d11bcc5ce96254f5399582104c566a1eeeb91072ff0a0de92b24f704ff \
+    --hash=sha256:5f814a621fd0e567a121ace724ad57f28fb9972acfd54c854749ee91d5c4905c \
+    --hash=sha256:60d1713457789c70292f1f04ca984e3175fc66e6c3545582fd2b4af7f5a61c73 \
+    --hash=sha256:66d5423c65aebe94f244e8204cc8b39a4b970e342fb619621376af90c5f9a421 \
+    --hash=sha256:690cb4b36ed7c863680029c2370b4f3a0c3dc8900320eb5ce79a867eb8b37151 \
+    --hash=sha256:7101a12a2a4b39d7748d2d83310d5e0415950ccf6b9ec8da1d35af3f50b3ef0e \
+    --hash=sha256:7653d8177e4241a5f7913a675636ccc701722741b153b0a43c82464a4a865752 \
+    --hash=sha256:88513eb686937b26d33fe7ded7ed1a68ede490d326eea2344447c0cc42fb7f97 \
+    --hash=sha256:8971c3bc630cd3d3f2ba7b0a98b6eb3b5a83089f76e53500c53d3b3132d3437c \
+    --hash=sha256:897ebafa83bbbbb1958ee30cda78c7ad4b12f2b9360f96b22e488eb127b2cb4f \
+    --hash=sha256:8b433656f371af5edf44cf00862e288e08327bb9e90c8aaa5e4e60dfebc62039 \
+    --hash=sha256:8df414110fdbcf689812bf0ecab83611f97191dea2ab378bd384a6166bf0849b \
+    --hash=sha256:8e326d9e1756ccacb2a8047d924101c3ed44bb2ac6aa6fc92efbbd1f2858f7b5 \
+    --hash=sha256:8f1c6c36135635c418b3e4e39f9bd3d0ef4afaf3c328c727f94cba0c146abba1 \
+    --hash=sha256:8fbe4112955b33e1b4893b144bee9cc5bc476159d1d1cad9b8c0451047b6abde \
+    --hash=sha256:903cdb66f8d8de26a0a6c737a13664388b5ed14813f84793bccbba44ffa09fa2 \
+    --hash=sha256:9126155ad1a9418920360497a0b44906dce32f0732cb44378ace08c62751dd1e \
+    --hash=sha256:917b72bc8b238286d7e2c586c19d604b3b3e5a93f054020cd15530324b868e6e \
+    --hash=sha256:9a8bcaa5c0fd9c4679639c830b46e52fcc3b84502faa2aa5f3ca1dacb7cdbb1f \
+    --hash=sha256:9d8ac8b3f53d2146680a2e16908620f209778bfb6c7a5d1e64b10f496f3c87f7 \
+    --hash=sha256:9f699f2232efe3907a6a05d9661edd2f4045a0e05161dc1087f72957d752a47a \
+    --hash=sha256:a015a90951b31d45a01c8f92703c028d8d759f71dc31727581c916f31cacbade \
+    --hash=sha256:a1a2b2dc334a27a5d129cfbe848dbbbc22f1a744dcebab70b406528bca874009 \
+    --hash=sha256:a567a87026f103778b70f2b19637fb490d9c29dc7d3af9cd46185d48efbd49dc \
+    --hash=sha256:a572adb41cf831d79b3b38c7994e5a5bc1a8ea8d7b574ce0c24272fc5abb52df \
+    --hash=sha256:a9154a0a32de54b812d178541468cce4c73b112fbd8b5b0a4add92cfda69c390 \
+    --hash=sha256:aa6393cd40c3687b1d0bd3fbac8f9e81bbeb949bab63268e3756f9061c19d75c \
+    --hash=sha256:aa790a46370eeedb474c462820be78597452f54c5fffe1f810fc8e847faf42a1 \
+    --hash=sha256:b020012e30ba0e4b002a150ca1c1d590a7387fac50dfd9b6b5dc66d9d0e61257 \
+    --hash=sha256:b178b744685de956ff84b3b2531271824a2e4372aff199ab805e1fdd7f996f5c \
+    --hash=sha256:b3d75183b7d5df178bf01f0d9ac366525fd54e828d799fe3892882b83c13454b \
+    --hash=sha256:b46b6d5c0fcd2620ebc699099fed6fda0101805d7d4c274fa2b2c384e8b9e8b9 \
+    --hash=sha256:bf6fa9d615f782a4626b0f99ec0a2d755e72b4e01a34503129bcc05488f4c404 \
+    --hash=sha256:c1b12073a58be5e6408c6bd8366bbf6253defe042cdec25ee51f123c944e5a8f \
+    --hash=sha256:cad6c32ab86e48ac73af45bcd118b931e677e038167c36186ac0d640f76c8b1e \
+    --hash=sha256:cb1a96488dc8fccf843ccdbdd10faf1939e6e18cd928c2beff17e70c2ab09ec1 \
+    --hash=sha256:cb92b0e27775b078d469d948341f20a071943b4dacb4950d708a04722a8d6fee \
+    --hash=sha256:cc0caa0d2800d54384cc048e49e6c2b4a90cba1afff0597d7c2a5006c42b5536 \
+    --hash=sha256:ce678ac7d31e83fecc817ab630cc7254c7826de11fd2b3e8c31a8a5b0b762884 \
+    --hash=sha256:d3e3d94553b321b26952d507dace15509463604ead98fece710237ca8cb5983d \
+    --hash=sha256:d4ac0b8d48ce1e7561cf330ec73b9582f6773e40aaf8a771dd51a0bb483ec94f \
+    --hash=sha256:d5904ef1621c9ef680fd2ff3c1e433205e05093d26aa42840337630ac20912f1 \
+    --hash=sha256:d630fe75ef7d4ab1a95eb824d81dee15ed73020703bf030515f03283cb8f086f \
+    --hash=sha256:d67a7671b847ad934fea80702665b0903a5e19339713ea7a46f7e8eea21299d0 \
+    --hash=sha256:e65e16c9de793bfa334355c60fccc859faf1c0b707d847252841cee72b5309df \
+    --hash=sha256:e6e3334985865ec3bdfcc4ae8df4a1939be048c5ae3ce1c8c309744400f8e4de \
+    --hash=sha256:e70c4fc340509f6554a1748fe6f539a846fbacf147255048d1702def820a1520 \
+    --hash=sha256:e713afe276481af7ea0330f40214c71c11486b28754aa2d1cb286b5ee9571dee \
+    --hash=sha256:e86246d036da05d54e833cdc342ad9c62f38f2507b14f2c58ce2c271f22d7251 \
+    --hash=sha256:ec24039151e67c5fc026ce5be8788e3e8093d9ce3e114d7a6175f453521bacc9 \
+    --hash=sha256:ed23a89a6daeb9b0d4db9fa865b125300516e8d6961f771b2dd97965bf888bce \
+    --hash=sha256:ee22cd4cad4fc7d4e5282b2729899460b03c388cde0290d411e877249f78a373 \
+    --hash=sha256:f271a043545c86cce51c35e5bb6f52dceb535dcd2d46c2129a9c869b80ec2eaa \
+    --hash=sha256:f50535009c1aaa44f9702ad14551d12d1755b537fc25a5bd7d46c493ec4bcfaa \
+    --hash=sha256:f632b8962474ce3db9fec0d9e2c0038bc1339295796b0e76ac1d27b47bb60f9c \
+    --hash=sha256:fcac7a75846aec7bd168c05576dc8c9448a9705165dfa0986d0f48952eca62a4 \
+    --hash=sha256:ff4405f231032b8f8ae93d9a558ddc04b9aa94a59c309cb265ebe1e79ced920e
     # via howso-engine (pyproject.toml)
 numpy==2.0.2 \
     --hash=sha256:0123ffdaa88fa4ab64835dcbde75dcdf89c453c922f18dced6e27c90d1d0ec5a \
@@ -417,9 +433,9 @@ python-dateutil==2.9.0.post0 \
     # via
     #   faker
     #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
+pytz==2024.2 \
+    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
+    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
     # via pandas
 pyyaml==6.0.2 \
     --hash=sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff \
@@ -480,9 +496,9 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via howso-engine (pyproject.toml)
-rich==13.8.0 \
-    --hash=sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc \
-    --hash=sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4
+rich==13.8.1 \
+    --hash=sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06 \
+    --hash=sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a
     # via howso-engine (pyproject.toml)
 semantic-version==2.10.0 \
     --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
@@ -500,7 +516,7 @@ tzdata==2024.1 \
     --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
     --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
     # via pandas
-urllib3==2.2.2 \
-    --hash=sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472 \
-    --hash=sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests

From fb6a5d1a7a9283a56a4cf6210bc88c80adb5cb28 Mon Sep 17 00:00:00 2001
From: apbassett <43486400+apbassett@users.noreply.github.com>
Date: Wed, 18 Sep 2024 10:39:21 -0400
Subject: [PATCH 3/3] Bumps Engine version

---
 version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/version.json b/version.json
index 8bbdc057..a0b1e3cc 100644
--- a/version.json
+++ b/version.json
@@ -1,5 +1,5 @@
 {
   "dependencies": {
-    "howso-engine": "86.0.12"
+    "howso-engine": "86.0.13"
   }
 }