diff --git a/bin/build.sh b/bin/build.sh
index b0a6265..fb6ceff 100755
--- a/bin/build.sh
+++ b/bin/build.sh
@@ -55,7 +55,6 @@ gen_licenses() {
   # Removing our own - since they aren't 3rd party
   pip uninstall -y howso-engine
   pip uninstall -y amalgam-lang
-  pip uninstall -y howso-openapi-client
   pip install pip-licenses
   pip-licenses --with-authors --with-urls --with-license-file --with-description --format=plain-vertical  > ./LICENSE-3RD-PARTY.txt
   # Include any additional non-generated licenses
diff --git a/requirements-3.8.txt b/requirements-3.8.txt
deleted file mode 100644
index 39cb610..0000000
--- a/requirements-3.8.txt
+++ /dev/null
@@ -1,1095 +0,0 @@
-#
-# This file is autogenerated by pip-compile with Python 3.11
-# by the following command:
-#
-#    pip-compile --allow-unsafe --generate-hashes --no-emit-index-url --output-file=requirements-3.8.txt
-#
-accessible-pygments==0.0.4 \
-    --hash=sha256:416c6d8c1ea1c5ad8701903a20fcedf953c6e720d64f33dc47bfb2d3f2fa4e8d \
-    --hash=sha256:e7b57a9b15958e9601c7e9eb07a440c813283545a20973f2574a5f453d0e953e
-    # via pydata-sphinx-theme
-alabaster==0.7.13 \
-    --hash=sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3 \
-    --hash=sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2
-    # via sphinx
-amalgam-lang==8.1.0 \
-    --hash=sha256:27506216bf373b580599fb2ba1a99ae315662463a200ac88f1eb1632611f9630 \
-    --hash=sha256:5b2463903af582724499827f0187dcc65e095b5eb536ebc5c6aaed840070dd28 \
-    --hash=sha256:86b26986887b7f33cbbdc18af6e592bde7ce026eb1801980e9aabb962357d444 \
-    --hash=sha256:cd68808a0df7aef0a8d2505ea5f377419c36142b9cc56beef00aa98fded2db99 \
-    --hash=sha256:de2f0676f4c951d6f54883809dac163744d4a5e8beef137b9c9c7b312dd97c5c \
-    --hash=sha256:e0cb951d5915a24214e2d59e25254ba8f5d2ca396ee343ef4379216c988ae7c3 \
-    --hash=sha256:e907ff43c6ee4c54460f93e053a7bef2d167b8238fa5809a108b5055ce359312
-    # via howso-engine
-babel==2.14.0 \
-    --hash=sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363 \
-    --hash=sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287
-    # via
-    #   pydata-sphinx-theme
-    #   sphinx
-beautifulsoup4==4.12.3 \
-    --hash=sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051 \
-    --hash=sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed
-    # via pydata-sphinx-theme
-certifi==2024.2.2 \
-    --hash=sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f \
-    --hash=sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1
-    # via
-    #   howso-engine
-    #   requests
-cffi==1.16.0 \
-    --hash=sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc \
-    --hash=sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a \
-    --hash=sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417 \
-    --hash=sha256:2c56b361916f390cd758a57f2e16233eb4f64bcbeee88a4881ea90fca14dc6ab \
-    --hash=sha256:2d92b25dbf6cae33f65005baf472d2c245c050b1ce709cc4588cdcdd5495b520 \
-    --hash=sha256:31d13b0f99e0836b7ff893d37af07366ebc90b678b6664c955b54561fc36ef36 \
-    --hash=sha256:32c68ef735dbe5857c810328cb2481e24722a59a2003018885514d4c09af9743 \
-    --hash=sha256:3686dffb02459559c74dd3d81748269ffb0eb027c39a6fc99502de37d501faa8 \
-    --hash=sha256:582215a0e9adbe0e379761260553ba11c58943e4bbe9c36430c4ca6ac74b15ed \
-    --hash=sha256:5b50bf3f55561dac5438f8e70bfcdfd74543fd60df5fa5f62d94e5867deca684 \
-    --hash=sha256:5bf44d66cdf9e893637896c7faa22298baebcd18d1ddb6d2626a6e39793a1d56 \
-    --hash=sha256:6602bc8dc6f3a9e02b6c22c4fc1e47aa50f8f8e6d3f78a5e16ac33ef5fefa324 \
-    --hash=sha256:673739cb539f8cdaa07d92d02efa93c9ccf87e345b9a0b556e3ecc666718468d \
-    --hash=sha256:68678abf380b42ce21a5f2abde8efee05c114c2fdb2e9eef2efdb0257fba1235 \
-    --hash=sha256:68e7c44931cc171c54ccb702482e9fc723192e88d25a0e133edd7aff8fcd1f6e \
-    --hash=sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088 \
-    --hash=sha256:748dcd1e3d3d7cd5443ef03ce8685043294ad6bd7c02a38d1bd367cfd968e000 \
-    --hash=sha256:7651c50c8c5ef7bdb41108b7b8c5a83013bfaa8a935590c5d74627c047a583c7 \
-    --hash=sha256:7b78010e7b97fef4bee1e896df8a4bbb6712b7f05b7ef630f9d1da00f6444d2e \
-    --hash=sha256:7e61e3e4fa664a8588aa25c883eab612a188c725755afff6289454d6362b9673 \
-    --hash=sha256:80876338e19c951fdfed6198e70bc88f1c9758b94578d5a7c4c91a87af3cf31c \
-    --hash=sha256:8895613bcc094d4a1b2dbe179d88d7fb4a15cee43c052e8885783fac397d91fe \
-    --hash=sha256:88e2b3c14bdb32e440be531ade29d3c50a1a59cd4e51b1dd8b0865c54ea5d2e2 \
-    --hash=sha256:8f8e709127c6c77446a8c0a8c8bf3c8ee706a06cd44b1e827c3e6a2ee6b8c098 \
-    --hash=sha256:9cb4a35b3642fc5c005a6755a5d17c6c8b6bcb6981baf81cea8bfbc8903e8ba8 \
-    --hash=sha256:9f90389693731ff1f659e55c7d1640e2ec43ff725cc61b04b2f9c6d8d017df6a \
-    --hash=sha256:a09582f178759ee8128d9270cd1344154fd473bb77d94ce0aeb2a93ebf0feaf0 \
-    --hash=sha256:a6a14b17d7e17fa0d207ac08642c8820f84f25ce17a442fd15e27ea18d67c59b \
-    --hash=sha256:a72e8961a86d19bdb45851d8f1f08b041ea37d2bd8d4fd19903bc3083d80c896 \
-    --hash=sha256:abd808f9c129ba2beda4cfc53bde801e5bcf9d6e0f22f095e45327c038bfe68e \
-    --hash=sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9 \
-    --hash=sha256:b29ebffcf550f9da55bec9e02ad430c992a87e5f512cd63388abb76f1036d8d2 \
-    --hash=sha256:b2ca4e77f9f47c55c194982e10f058db063937845bb2b7a86c84a6cfe0aefa8b \
-    --hash=sha256:b7be2d771cdba2942e13215c4e340bfd76398e9227ad10402a8767ab1865d2e6 \
-    --hash=sha256:b84834d0cf97e7d27dd5b7f3aca7b6e9263c56308ab9dc8aae9784abb774d404 \
-    --hash=sha256:b86851a328eedc692acf81fb05444bdf1891747c25af7529e39ddafaf68a4f3f \
-    --hash=sha256:bcb3ef43e58665bbda2fb198698fcae6776483e0c4a631aa5647806c25e02cc0 \
-    --hash=sha256:c0f31130ebc2d37cdd8e44605fb5fa7ad59049298b3f745c74fa74c62fbfcfc4 \
-    --hash=sha256:c6a164aa47843fb1b01e941d385aab7215563bb8816d80ff3a363a9f8448a8dc \
-    --hash=sha256:d8a9d3ebe49f084ad71f9269834ceccbf398253c9fac910c4fd7053ff1386936 \
-    --hash=sha256:db8e577c19c0fda0beb7e0d4e09e0ba74b1e4c092e0e40bfa12fe05b6f6d75ba \
-    --hash=sha256:dc9b18bf40cc75f66f40a7379f6a9513244fe33c0e8aa72e2d56b0196a7ef872 \
-    --hash=sha256:e09f3ff613345df5e8c3667da1d918f9149bd623cd9070c983c013792a9a62eb \
-    --hash=sha256:e4108df7fe9b707191e55f33efbcb2d81928e10cea45527879a4749cbe472614 \
-    --hash=sha256:e6024675e67af929088fda399b2094574609396b1decb609c55fa58b028a32a1 \
-    --hash=sha256:e70f54f1796669ef691ca07d046cd81a29cb4deb1e5f942003f401c0c4a2695d \
-    --hash=sha256:e715596e683d2ce000574bae5d07bd522c781a822866c20495e52520564f0969 \
-    --hash=sha256:e760191dd42581e023a68b758769e2da259b5d52e3103c6060ddc02c9edb8d7b \
-    --hash=sha256:ed86a35631f7bfbb28e108dd96773b9d5a6ce4811cf6ea468bb6a359b256b1e4 \
-    --hash=sha256:ee07e47c12890ef248766a6e55bd38ebfb2bb8edd4142d56db91b21ea68b7627 \
-    --hash=sha256:fa3a0128b152627161ce47201262d3140edb5a5c3da88d73a1b790a959126956 \
-    --hash=sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357
-    # via cryptography
-charset-normalizer==3.3.2 \
-    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
-    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
-    --hash=sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786 \
-    --hash=sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8 \
-    --hash=sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09 \
-    --hash=sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185 \
-    --hash=sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574 \
-    --hash=sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e \
-    --hash=sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519 \
-    --hash=sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898 \
-    --hash=sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269 \
-    --hash=sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3 \
-    --hash=sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f \
-    --hash=sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6 \
-    --hash=sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8 \
-    --hash=sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a \
-    --hash=sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73 \
-    --hash=sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc \
-    --hash=sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714 \
-    --hash=sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2 \
-    --hash=sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc \
-    --hash=sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce \
-    --hash=sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d \
-    --hash=sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e \
-    --hash=sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6 \
-    --hash=sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269 \
-    --hash=sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96 \
-    --hash=sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d \
-    --hash=sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a \
-    --hash=sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4 \
-    --hash=sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77 \
-    --hash=sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d \
-    --hash=sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0 \
-    --hash=sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed \
-    --hash=sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068 \
-    --hash=sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac \
-    --hash=sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25 \
-    --hash=sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8 \
-    --hash=sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab \
-    --hash=sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26 \
-    --hash=sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2 \
-    --hash=sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db \
-    --hash=sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f \
-    --hash=sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5 \
-    --hash=sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99 \
-    --hash=sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c \
-    --hash=sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d \
-    --hash=sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811 \
-    --hash=sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa \
-    --hash=sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a \
-    --hash=sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03 \
-    --hash=sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b \
-    --hash=sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04 \
-    --hash=sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c \
-    --hash=sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001 \
-    --hash=sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458 \
-    --hash=sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389 \
-    --hash=sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99 \
-    --hash=sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985 \
-    --hash=sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537 \
-    --hash=sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238 \
-    --hash=sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f \
-    --hash=sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d \
-    --hash=sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796 \
-    --hash=sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a \
-    --hash=sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143 \
-    --hash=sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8 \
-    --hash=sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c \
-    --hash=sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5 \
-    --hash=sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5 \
-    --hash=sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711 \
-    --hash=sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4 \
-    --hash=sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6 \
-    --hash=sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c \
-    --hash=sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7 \
-    --hash=sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4 \
-    --hash=sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b \
-    --hash=sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae \
-    --hash=sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12 \
-    --hash=sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c \
-    --hash=sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae \
-    --hash=sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8 \
-    --hash=sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887 \
-    --hash=sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b \
-    --hash=sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4 \
-    --hash=sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f \
-    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
-    --hash=sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33 \
-    --hash=sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519 \
-    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
-    # via requests
-contourpy==1.1.1 \
-    --hash=sha256:059c3d2a94b930f4dafe8105bcdc1b21de99b30b51b5bce74c753686de858cb6 \
-    --hash=sha256:0683e1ae20dc038075d92e0e0148f09ffcefab120e57f6b4c9c0f477ec171f33 \
-    --hash=sha256:07d6f11dfaf80a84c97f1a5ba50d129d9303c5b4206f776e94037332e298dda8 \
-    --hash=sha256:081f3c0880712e40effc5f4c3b08feca6d064cb8cfbb372ca548105b86fd6c3d \
-    --hash=sha256:0e48694d6a9c5a26ee85b10130c77a011a4fedf50a7279fa0bdaf44bafb4299d \
-    --hash=sha256:11b836b7dbfb74e049c302bbf74b4b8f6cb9d0b6ca1bf86cfa8ba144aedadd9c \
-    --hash=sha256:19557fa407e70f20bfaba7d55b4d97b14f9480856c4fb65812e8a05fe1c6f9bf \
-    --hash=sha256:229a25f68046c5cf8067d6d6351c8b99e40da11b04d8416bf8d2b1d75922521e \
-    --hash=sha256:24216552104ae8f3b34120ef84825400b16eb6133af2e27a190fdc13529f023e \
-    --hash=sha256:3b53d5769aa1f2d4ea407c65f2d1d08002952fac1d9e9d307aa2e1023554a163 \
-    --hash=sha256:3de23ca4f381c3770dee6d10ead6fff524d540c0f662e763ad1530bde5112532 \
-    --hash=sha256:407d864db716a067cc696d61fa1ef6637fedf03606e8417fe2aeed20a061e6b2 \
-    --hash=sha256:41339b24471c58dc1499e56783fedc1afa4bb018bcd035cfb0ee2ad2a7501ef8 \
-    --hash=sha256:462c59914dc6d81e0b11f37e560b8a7c2dbab6aca4f38be31519d442d6cde1a1 \
-    --hash=sha256:46e24f5412c948d81736509377e255f6040e94216bf1a9b5ea1eaa9d29f6ec1b \
-    --hash=sha256:498e53573e8b94b1caeb9e62d7c2d053c263ebb6aa259c81050766beb50ff8d9 \
-    --hash=sha256:4ebf42695f75ee1a952f98ce9775c873e4971732a87334b099dde90b6af6a916 \
-    --hash=sha256:4f9147051cb8fdb29a51dc2482d792b3b23e50f8f57e3720ca2e3d438b7adf23 \
-    --hash=sha256:549174b0713d49871c6dee90a4b499d3f12f5e5f69641cd23c50a4542e2ca1eb \
-    --hash=sha256:560f1d68a33e89c62da5da4077ba98137a5e4d3a271b29f2f195d0fba2adcb6a \
-    --hash=sha256:566f0e41df06dfef2431defcfaa155f0acfa1ca4acbf8fd80895b1e7e2ada40e \
-    --hash=sha256:56de98a2fb23025882a18b60c7f0ea2d2d70bbbcfcf878f9067234b1c4818442 \
-    --hash=sha256:66544f853bfa85c0d07a68f6c648b2ec81dafd30f272565c37ab47a33b220684 \
-    --hash=sha256:6c06e4c6e234fcc65435223c7b2a90f286b7f1b2733058bdf1345d218cc59e34 \
-    --hash=sha256:6d0a8efc258659edc5299f9ef32d8d81de8b53b45d67bf4bfa3067f31366764d \
-    --hash=sha256:70e5a10f8093d228bb2b552beeb318b8928b8a94763ef03b858ef3612b29395d \
-    --hash=sha256:8394e652925a18ef0091115e3cc191fef350ab6dc3cc417f06da66bf98071ae9 \
-    --hash=sha256:8636cd2fc5da0fb102a2504fa2c4bea3cbc149533b345d72cdf0e7a924decc45 \
-    --hash=sha256:93df44ab351119d14cd1e6b52a5063d3336f0754b72736cc63db59307dabb718 \
-    --hash=sha256:96ba37c2e24b7212a77da85004c38e7c4d155d3e72a45eeaf22c1f03f607e8ab \
-    --hash=sha256:a10dab5ea1bd4401c9483450b5b0ba5416be799bbd50fc7a6cc5e2a15e03e8a3 \
-    --hash=sha256:a66045af6cf00e19d02191ab578a50cb93b2028c3eefed999793698e9ea768ae \
-    --hash=sha256:a75cc163a5f4531a256f2c523bd80db509a49fc23721b36dd1ef2f60ff41c3cb \
-    --hash=sha256:b04c2f0adaf255bf756cf08ebef1be132d3c7a06fe6f9877d55640c5e60c72c5 \
-    --hash=sha256:ba42e3810999a0ddd0439e6e5dbf6d034055cdc72b7c5c839f37a7c274cb4eba \
-    --hash=sha256:bfc8a5e9238232a45ebc5cb3bfee71f1167064c8d382cadd6076f0d51cff1da0 \
-    --hash=sha256:c5bd5680f844c3ff0008523a71949a3ff5e4953eb7701b28760805bc9bcff217 \
-    --hash=sha256:c84fdf3da00c2827d634de4fcf17e3e067490c4aea82833625c4c8e6cdea0887 \
-    --hash=sha256:ca6fab080484e419528e98624fb5c4282148b847e3602dc8dbe0cb0669469887 \
-    --hash=sha256:d0c188ae66b772d9d61d43c6030500344c13e3f73a00d1dc241da896f379bb62 \
-    --hash=sha256:d6ab42f223e58b7dac1bb0af32194a7b9311065583cc75ff59dcf301afd8a431 \
-    --hash=sha256:dfe80c017973e6a4c367e037cb31601044dd55e6bfacd57370674867d15a899b \
-    --hash=sha256:e0c02b75acfea5cab07585d25069207e478d12309557f90a61b5a3b4f77f46ce \
-    --hash=sha256:e30aaf2b8a2bac57eb7e1650df1b3a4130e8d0c66fc2f861039d507a11760e1b \
-    --hash=sha256:eafbef886566dc1047d7b3d4b14db0d5b7deb99638d8e1be4e23a7c7ac59ff0f \
-    --hash=sha256:efe0fab26d598e1ec07d72cf03eaeeba8e42b4ecf6b9ccb5a356fde60ff08b85 \
-    --hash=sha256:f08e469821a5e4751c97fcd34bcb586bc243c39c2e39321822060ba902eac49e \
-    --hash=sha256:f1eaac5257a8f8a047248d60e8f9315c6cff58f7803971170d952555ef6344a7 \
-    --hash=sha256:f29fb0b3f1217dfe9362ec55440d0743fe868497359f2cf93293f4b2701b8251 \
-    --hash=sha256:f44d78b61740e4e8c71db1cf1fd56d9050a4747681c59ec1094750a658ceb970 \
-    --hash=sha256:f6aec19457617ef468ff091669cca01fa7ea557b12b59a7908b9474bb9674cf0 \
-    --hash=sha256:f9dc7f933975367251c1b34da882c4f0e0b2e24bb35dc906d2f598a40b72bfc7
-    # via matplotlib
-cryptography==42.0.5 \
-    --hash=sha256:0270572b8bd2c833c3981724b8ee9747b3ec96f699a9665470018594301439ee \
-    --hash=sha256:111a0d8553afcf8eb02a4fea6ca4f59d48ddb34497aa8706a6cf536f1a5ec576 \
-    --hash=sha256:16a48c23a62a2f4a285699dba2e4ff2d1cff3115b9df052cdd976a18856d8e3d \
-    --hash=sha256:1b95b98b0d2af784078fa69f637135e3c317091b615cd0905f8b8a087e86fa30 \
-    --hash=sha256:1f71c10d1e88467126f0efd484bd44bca5e14c664ec2ede64c32f20875c0d413 \
-    --hash=sha256:2424ff4c4ac7f6b8177b53c17ed5d8fa74ae5955656867f5a8affaca36a27abb \
-    --hash=sha256:2bce03af1ce5a5567ab89bd90d11e7bbdff56b8af3acbbec1faded8f44cb06da \
-    --hash=sha256:329906dcc7b20ff3cad13c069a78124ed8247adcac44b10bea1130e36caae0b4 \
-    --hash=sha256:37dd623507659e08be98eec89323469e8c7b4c1407c85112634ae3dbdb926fdd \
-    --hash=sha256:3eaafe47ec0d0ffcc9349e1708be2aaea4c6dd4978d76bf6eb0cb2c13636c6fc \
-    --hash=sha256:5e6275c09d2badf57aea3afa80d975444f4be8d3bc58f7f80d2a484c6f9485c8 \
-    --hash=sha256:6fe07eec95dfd477eb9530aef5bead34fec819b3aaf6c5bd6d20565da607bfe1 \
-    --hash=sha256:7367d7b2eca6513681127ebad53b2582911d1736dc2ffc19f2c3ae49997496bc \
-    --hash=sha256:7cde5f38e614f55e28d831754e8a3bacf9ace5d1566235e39d91b35502d6936e \
-    --hash=sha256:9481ffe3cf013b71b2428b905c4f7a9a4f76ec03065b05ff499bb5682a8d9ad8 \
-    --hash=sha256:98d8dc6d012b82287f2c3d26ce1d2dd130ec200c8679b6213b3c73c08b2b7940 \
-    --hash=sha256:a011a644f6d7d03736214d38832e030d8268bcff4a41f728e6030325fea3e400 \
-    --hash=sha256:a2913c5375154b6ef2e91c10b5720ea6e21007412f6437504ffea2109b5a33d7 \
-    --hash=sha256:a30596bae9403a342c978fb47d9b0ee277699fa53bbafad14706af51fe543d16 \
-    --hash=sha256:b03c2ae5d2f0fc05f9a2c0c997e1bc18c8229f392234e8a0194f202169ccd278 \
-    --hash=sha256:b6cd2203306b63e41acdf39aa93b86fb566049aeb6dc489b70e34bcd07adca74 \
-    --hash=sha256:b7ffe927ee6531c78f81aa17e684e2ff617daeba7f189f911065b2ea2d526dec \
-    --hash=sha256:b8cac287fafc4ad485b8a9b67d0ee80c66bf3574f655d3b97ef2e1082360faf1 \
-    --hash=sha256:ba334e6e4b1d92442b75ddacc615c5476d4ad55cc29b15d590cc6b86efa487e2 \
-    --hash=sha256:ba3e4a42397c25b7ff88cdec6e2a16c2be18720f317506ee25210f6d31925f9c \
-    --hash=sha256:c41fb5e6a5fe9ebcd58ca3abfeb51dffb5d83d6775405305bfa8715b76521922 \
-    --hash=sha256:cd2030f6650c089aeb304cf093f3244d34745ce0cfcc39f20c6fbfe030102e2a \
-    --hash=sha256:cd65d75953847815962c84a4654a84850b2bb4aed3f26fadcc1c13892e1e29f6 \
-    --hash=sha256:e4985a790f921508f36f81831817cbc03b102d643b5fcb81cd33df3fa291a1a1 \
-    --hash=sha256:e807b3188f9eb0eaa7bbb579b462c5ace579f1cedb28107ce8b48a9f7ad3679e \
-    --hash=sha256:f12764b8fffc7a123f641d7d049d382b73f96a34117e0b637b80643169cec8ac \
-    --hash=sha256:f8837fe1d6ac4a8052a9a8ddab256bc006242696f03368a4009be7ee3075cdb7
-    # via howso-engine
-cycler==0.12.1 \
-    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
-    --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
-    # via matplotlib
-deprecation==2.1.0 \
-    --hash=sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff \
-    --hash=sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a
-    # via howso-engine
-docutils==0.20.1 \
-    --hash=sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6 \
-    --hash=sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b
-    # via
-    #   myst-parser
-    #   pydata-sphinx-theme
-    #   sphinx
-faker==24.4.0 \
-    --hash=sha256:998c29ee7d64429bd59204abffa9ba11f784fb26c7b9df4def78d1a70feb36a7 \
-    --hash=sha256:a5ddccbe97ab691fad6bd8036c31f5697cfaa550e62e000078d1935fa8a7ec2e
-    # via howso-engine
-fonttools==4.50.0 \
-    --hash=sha256:0743fd2191ad7ab43d78cd747215b12033ddee24fa1e088605a3efe80d6984de \
-    --hash=sha256:074841375e2e3d559aecc86e1224caf78e8b8417bb391e7d2506412538f21adc \
-    --hash=sha256:0ccc85fd96373ab73c59833b824d7a73846670a0cb1f3afbaee2b2c426a8f931 \
-    --hash=sha256:2c673ab40d15a442a4e6eb09bf007c1dda47c84ac1e2eecbdf359adacb799c24 \
-    --hash=sha256:34692850dfd64ba06af61e5791a441f664cb7d21e7b544e8f385718430e8f8e4 \
-    --hash=sha256:3566bfb8c55ed9100afe1ba6f0f12265cd63a1387b9661eb6031a1578a28bad1 \
-    --hash=sha256:35e10ddbc129cf61775d58a14f2d44121178d89874d32cae1eac722e687d9019 \
-    --hash=sha256:39293ff231b36b035575e81c14626dfc14407a20de5262f9596c2cbb199c3625 \
-    --hash=sha256:3d7080cce7be5ed65bee3496f09f79a82865a514863197ff4d4d177389e981b0 \
-    --hash=sha256:3dfb102e7f63b78c832e4539969167ffcc0375b013080e6472350965a5fe8048 \
-    --hash=sha256:47abd6669195abe87c22750dbcd366dc3a0648f1b7c93c2baa97429c4dc1506e \
-    --hash=sha256:48fa36da06247aa8282766cfd63efff1bb24e55f020f29a335939ed3844d20d3 \
-    --hash=sha256:4f2ce7b0b295fe64ac0a85aef46a0f2614995774bd7bc643b85679c0283287f9 \
-    --hash=sha256:678dd95f26a67e02c50dcb5bf250f95231d455642afbc65a3b0bcdacd4e4dd38 \
-    --hash=sha256:77844e2f1b0889120b6c222fc49b2b75c3d88b930615e98893b899b9352a27ea \
-    --hash=sha256:778c5f43e7e654ef7fe0605e80894930bc3a7772e2f496238e57218610140f54 \
-    --hash=sha256:7913992ab836f621d06aabac118fc258b9947a775a607e1a737eb3a91c360335 \
-    --hash=sha256:8639be40d583e5d9da67795aa3eeeda0488fb577a1d42ae11a5036f18fb16d93 \
-    --hash=sha256:8844e7a2c5f7ecf977e82eb6b3014f025c8b454e046d941ece05b768be5847ae \
-    --hash=sha256:8e0a1c5bd2f63da4043b63888534b52c5a1fd7ae187c8ffc64cbb7ae475b9dab \
-    --hash=sha256:9b3ac35cdcd1a4c90c23a5200212c1bb74fa05833cc7c14291d7043a52ca2aaa \
-    --hash=sha256:9e58fe34cb379ba3d01d5d319d67dd3ce7ca9a47ad044ea2b22635cd2d1247fc \
-    --hash=sha256:9fff65fbb7afe137bac3113827855e0204482727bddd00a806034ab0d3951d0d \
-    --hash=sha256:a0493dd97ac8977e48ffc1476b932b37c847cbb87fd68673dee5182004906828 \
-    --hash=sha256:a4062cc7e8de26f1603323ef3ae2171c9d29c8a9f5e067d555a2813cd5c7a7e0 \
-    --hash=sha256:a467ba4e2eadc1d5cc1a11d355abb945f680473fbe30d15617e104c81f483045 \
-    --hash=sha256:a51eeaf52ba3afd70bf489be20e52fdfafe6c03d652b02477c6ce23c995222f4 \
-    --hash=sha256:ac2463de667233372e9e1c7e9de3d914b708437ef52a3199fdbf5a60184f190c \
-    --hash=sha256:b1aeae3dd2ee719074a9372c89ad94f7c581903306d76befdaca2a559f802472 \
-    --hash=sha256:b2ca1837bfbe5eafa11313dbc7edada79052709a1fffa10cea691210af4aa1fa \
-    --hash=sha256:b4a886a6dbe60100ba1cd24de962f8cd18139bd32808da80de1fa9f9f27bf1dc \
-    --hash=sha256:b6245eafd553c4e9a0708e93be51392bd2288c773523892fbd616d33fd2fda59 \
-    --hash=sha256:c33d5023523b44d3481624f840c8646656a1def7630ca562f222eb3ead16c438 \
-    --hash=sha256:cc8140baf9fa8f9b903f2b393a6c413a220fa990264b215bf48484f3d0bf8710 \
-    --hash=sha256:d346f4dc2221bfb7ab652d1e37d327578434ce559baf7113b0f55768437fe6a0 \
-    --hash=sha256:d40fc98540fa5360e7ecf2c56ddf3c6e7dd04929543618fd7b5cc76e66390562 \
-    --hash=sha256:e270a406219af37581d96c810172001ec536e29e5593aa40d4c01cca3e145aa6 \
-    --hash=sha256:e9623afa319405da33b43c85cceb0585a6f5d3a1d7c604daf4f7e1dd55c03d1f \
-    --hash=sha256:effd303fb422f8ce06543a36ca69148471144c534cc25f30e5be752bc4f46736 \
-    --hash=sha256:f77e048f805e00870659d6318fd89ef28ca4ee16a22b4c5e1905b735495fc422 \
-    --hash=sha256:f849bd3c5c2249b49c98eca5aaebb920d2bfd92b3c69e84ca9bddf133e9f83f0 \
-    --hash=sha256:fa5cf61058c7dbb104c2ac4e782bf1b2016a8cf2f69de6e4dd6a865d2c969bb5
-    # via matplotlib
-howso-engine[scikit]==18.0.0 \
-    --hash=sha256:1ecb953c2f0b0c5b6dc3922fbb74a4a6d9439e60ec9dd5c28b6b371f2b4e2e6a \
-    --hash=sha256:cfbcbc163abde5f8dc6b5807fc9de03e83c3faca2d3a2bf88cabcdf96e7fe2e7
-    # via -r requirements.in
-howso-openapi-client==30.3.0 \
-    --hash=sha256:d953e31f6c36c996f5e978f6de300e1b7ba38133c3a55ee943792d89b35c1101 \
-    --hash=sha256:e6db106b4b31f478f8f5c205396b678db80c7cb5d65f4f4c99327700664d4766
-    # via howso-engine
-humanize==4.9.0 \
-    --hash=sha256:582a265c931c683a7e9b8ed9559089dea7edcf6cc95be39a3cbc2c5d5ac2bcfa \
-    --hash=sha256:ce284a76d5b1377fd8836733b983bfb0b76f1aa1c090de2566fcf008d7f6ab16
-    # via howso-engine
-idna==3.6 \
-    --hash=sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca \
-    --hash=sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f
-    # via requests
-imagesize==1.4.1 \
-    --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b \
-    --hash=sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a
-    # via sphinx
-jinja2==3.1.3 \
-    --hash=sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa \
-    --hash=sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90
-    # via
-    #   -r requirements.in
-    #   myst-parser
-    #   sphinx
-joblib==1.3.2 \
-    --hash=sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1 \
-    --hash=sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9
-    # via scikit-learn
-kiwisolver==1.4.5 \
-    --hash=sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf \
-    --hash=sha256:040c1aebeda72197ef477a906782b5ab0d387642e93bda547336b8957c61022e \
-    --hash=sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af \
-    --hash=sha256:06f54715b7737c2fecdbf140d1afb11a33d59508a47bf11bb38ecf21dc9ab79f \
-    --hash=sha256:0dc9db8e79f0036e8173c466d21ef18e1befc02de8bf8aa8dc0813a6dc8a7046 \
-    --hash=sha256:0f114aa76dc1b8f636d077979c0ac22e7cd8f3493abbab152f20eb8d3cda71f3 \
-    --hash=sha256:11863aa14a51fd6ec28688d76f1735f8f69ab1fabf388851a595d0721af042f5 \
-    --hash=sha256:11c7de8f692fc99816e8ac50d1d1aef4f75126eefc33ac79aac02c099fd3db71 \
-    --hash=sha256:11d011a7574eb3b82bcc9c1a1d35c1d7075677fdd15de527d91b46bd35e935ee \
-    --hash=sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3 \
-    --hash=sha256:15568384086b6df3c65353820a4473575dbad192e35010f622c6ce3eebd57af9 \
-    --hash=sha256:19df6e621f6d8b4b9c4d45f40a66839294ff2bb235e64d2178f7522d9170ac5b \
-    --hash=sha256:1b04139c4236a0f3aff534479b58f6f849a8b351e1314826c2d230849ed48985 \
-    --hash=sha256:210ef2c3a1f03272649aff1ef992df2e724748918c4bc2d5a90352849eb40bea \
-    --hash=sha256:2270953c0d8cdab5d422bee7d2007f043473f9d2999631c86a223c9db56cbd16 \
-    --hash=sha256:2400873bccc260b6ae184b2b8a4fec0e4082d30648eadb7c3d9a13405d861e89 \
-    --hash=sha256:2a40773c71d7ccdd3798f6489aaac9eee213d566850a9533f8d26332d626b82c \
-    --hash=sha256:2c5674c4e74d939b9d91dda0fae10597ac7521768fec9e399c70a1f27e2ea2d9 \
-    --hash=sha256:3195782b26fc03aa9c6913d5bad5aeb864bdc372924c093b0f1cebad603dd712 \
-    --hash=sha256:31a82d498054cac9f6d0b53d02bb85811185bcb477d4b60144f915f3b3126342 \
-    --hash=sha256:32d5cf40c4f7c7b3ca500f8985eb3fb3a7dfc023215e876f207956b5ea26632a \
-    --hash=sha256:346f5343b9e3f00b8db8ba359350eb124b98c99efd0b408728ac6ebf38173958 \
-    --hash=sha256:378a214a1e3bbf5ac4a8708304318b4f890da88c9e6a07699c4ae7174c09a68d \
-    --hash=sha256:39b42c68602539407884cf70d6a480a469b93b81b7701378ba5e2328660c847a \
-    --hash=sha256:3a2b053a0ab7a3960c98725cfb0bf5b48ba82f64ec95fe06f1d06c99b552e130 \
-    --hash=sha256:3aba7311af82e335dd1e36ffff68aaca609ca6290c2cb6d821a39aa075d8e3ff \
-    --hash=sha256:3cd32d6c13807e5c66a7cbb79f90b553642f296ae4518a60d8d76243b0ad2898 \
-    --hash=sha256:3edd2fa14e68c9be82c5b16689e8d63d89fe927e56debd6e1dbce7a26a17f81b \
-    --hash=sha256:4c380469bd3f970ef677bf2bcba2b6b0b4d5c75e7a020fb863ef75084efad66f \
-    --hash=sha256:4e66e81a5779b65ac21764c295087de82235597a2293d18d943f8e9e32746265 \
-    --hash=sha256:53abb58632235cd154176ced1ae8f0d29a6657aa1aa9decf50b899b755bc2b93 \
-    --hash=sha256:5794cf59533bc3f1b1c821f7206a3617999db9fbefc345360aafe2e067514929 \
-    --hash=sha256:59415f46a37f7f2efeec758353dd2eae1b07640d8ca0f0c42548ec4125492635 \
-    --hash=sha256:59ec7b7c7e1a61061850d53aaf8e93db63dce0c936db1fda2658b70e4a1be709 \
-    --hash=sha256:59edc41b24031bc25108e210c0def6f6c2191210492a972d585a06ff246bb79b \
-    --hash=sha256:5a580c91d686376f0f7c295357595c5a026e6cbc3d77b7c36e290201e7c11ecb \
-    --hash=sha256:5b94529f9b2591b7af5f3e0e730a4e0a41ea174af35a4fd067775f9bdfeee01a \
-    --hash=sha256:5c7b3b3a728dc6faf3fc372ef24f21d1e3cee2ac3e9596691d746e5a536de920 \
-    --hash=sha256:5c90ae8c8d32e472be041e76f9d2f2dbff4d0b0be8bd4041770eddb18cf49a4e \
-    --hash=sha256:5e7139af55d1688f8b960ee9ad5adafc4ac17c1c473fe07133ac092310d76544 \
-    --hash=sha256:5ff5cf3571589b6d13bfbfd6bcd7a3f659e42f96b5fd1c4830c4cf21d4f5ef45 \
-    --hash=sha256:620ced262a86244e2be10a676b646f29c34537d0d9cc8eb26c08f53d98013390 \
-    --hash=sha256:6512cb89e334e4700febbffaaa52761b65b4f5a3cf33f960213d5656cea36a77 \
-    --hash=sha256:6c08e1312a9cf1074d17b17728d3dfce2a5125b2d791527f33ffbe805200a355 \
-    --hash=sha256:6c3bd3cde54cafb87d74d8db50b909705c62b17c2099b8f2e25b461882e544ff \
-    --hash=sha256:6ef7afcd2d281494c0a9101d5c571970708ad911d028137cd558f02b851c08b4 \
-    --hash=sha256:7269d9e5f1084a653d575c7ec012ff57f0c042258bf5db0954bf551c158466e7 \
-    --hash=sha256:72d40b33e834371fd330fb1472ca19d9b8327acb79a5821d4008391db8e29f20 \
-    --hash=sha256:74d1b44c6cfc897df648cc9fdaa09bc3e7679926e6f96df05775d4fb3946571c \
-    --hash=sha256:74db36e14a7d1ce0986fa104f7d5637aea5c82ca6326ed0ec5694280942d1162 \
-    --hash=sha256:763773d53f07244148ccac5b084da5adb90bfaee39c197554f01b286cf869228 \
-    --hash=sha256:76c6a5964640638cdeaa0c359382e5703e9293030fe730018ca06bc2010c4437 \
-    --hash=sha256:76d9289ed3f7501012e05abb8358bbb129149dbd173f1f57a1bf1c22d19ab7cc \
-    --hash=sha256:7931d8f1f67c4be9ba1dd9c451fb0eeca1a25b89e4d3f89e828fe12a519b782a \
-    --hash=sha256:7b8b454bac16428b22560d0a1cf0a09875339cab69df61d7805bf48919415901 \
-    --hash=sha256:7e5bab140c309cb3a6ce373a9e71eb7e4873c70c2dda01df6820474f9889d6d4 \
-    --hash=sha256:83d78376d0d4fd884e2c114d0621624b73d2aba4e2788182d286309ebdeed770 \
-    --hash=sha256:852542f9481f4a62dbb5dd99e8ab7aedfeb8fb6342349a181d4036877410f525 \
-    --hash=sha256:85267bd1aa8880a9c88a8cb71e18d3d64d2751a790e6ca6c27b8ccc724bcd5ad \
-    --hash=sha256:88a2df29d4724b9237fc0c6eaf2a1adae0cdc0b3e9f4d8e7dc54b16812d2d81a \
-    --hash=sha256:88b9f257ca61b838b6f8094a62418421f87ac2a1069f7e896c36a7d86b5d4c29 \
-    --hash=sha256:8ab3919a9997ab7ef2fbbed0cc99bb28d3c13e6d4b1ad36e97e482558a91be90 \
-    --hash=sha256:92dea1ffe3714fa8eb6a314d2b3c773208d865a0e0d35e713ec54eea08a66250 \
-    --hash=sha256:9407b6a5f0d675e8a827ad8742e1d6b49d9c1a1da5d952a67d50ef5f4170b18d \
-    --hash=sha256:9408acf3270c4b6baad483865191e3e582b638b1654a007c62e3efe96f09a9a3 \
-    --hash=sha256:955e8513d07a283056b1396e9a57ceddbd272d9252c14f154d450d227606eb54 \
-    --hash=sha256:9db8ea4c388fdb0f780fe91346fd438657ea602d58348753d9fb265ce1bca67f \
-    --hash=sha256:9eaa8b117dc8337728e834b9c6e2611f10c79e38f65157c4c38e9400286f5cb1 \
-    --hash=sha256:a51a263952b1429e429ff236d2f5a21c5125437861baeed77f5e1cc2d2c7c6da \
-    --hash=sha256:a6aa6315319a052b4ee378aa171959c898a6183f15c1e541821c5c59beaa0238 \
-    --hash=sha256:aa12042de0171fad672b6c59df69106d20d5596e4f87b5e8f76df757a7c399aa \
-    --hash=sha256:aaf7be1207676ac608a50cd08f102f6742dbfc70e8d60c4db1c6897f62f71523 \
-    --hash=sha256:b0157420efcb803e71d1b28e2c287518b8808b7cf1ab8af36718fd0a2c453eb0 \
-    --hash=sha256:b3f7e75f3015df442238cca659f8baa5f42ce2a8582727981cbfa15fee0ee205 \
-    --hash=sha256:b9098e0049e88c6a24ff64545cdfc50807818ba6c1b739cae221bbbcbc58aad3 \
-    --hash=sha256:ba55dce0a9b8ff59495ddd050a0225d58bd0983d09f87cfe2b6aec4f2c1234e4 \
-    --hash=sha256:bb86433b1cfe686da83ce32a9d3a8dd308e85c76b60896d58f082136f10bffac \
-    --hash=sha256:bbea0db94288e29afcc4c28afbf3a7ccaf2d7e027489c449cf7e8f83c6346eb9 \
-    --hash=sha256:bbf1d63eef84b2e8c89011b7f2235b1e0bf7dacc11cac9431fc6468e99ac77fb \
-    --hash=sha256:c7940c1dc63eb37a67721b10d703247552416f719c4188c54e04334321351ced \
-    --hash=sha256:c9bf3325c47b11b2e51bca0824ea217c7cd84491d8ac4eefd1e409705ef092bd \
-    --hash=sha256:cdc8a402aaee9a798b50d8b827d7ecf75edc5fb35ea0f91f213ff927c15f4ff0 \
-    --hash=sha256:ceec1a6bc6cab1d6ff5d06592a91a692f90ec7505d6463a88a52cc0eb58545da \
-    --hash=sha256:cfe6ab8da05c01ba6fbea630377b5da2cd9bcbc6338510116b01c1bc939a2c18 \
-    --hash=sha256:d099e745a512f7e3bbe7249ca835f4d357c586d78d79ae8f1dcd4d8adeb9bda9 \
-    --hash=sha256:d0ef46024e6a3d79c01ff13801cb19d0cad7fd859b15037aec74315540acc276 \
-    --hash=sha256:d2e5a98f0ec99beb3c10e13b387f8db39106d53993f498b295f0c914328b1333 \
-    --hash=sha256:da4cfb373035def307905d05041c1d06d8936452fe89d464743ae7fb8371078b \
-    --hash=sha256:da802a19d6e15dffe4b0c24b38b3af68e6c1a68e6e1d8f30148c83864f3881db \
-    --hash=sha256:dced8146011d2bc2e883f9bd68618b8247387f4bbec46d7392b3c3b032640126 \
-    --hash=sha256:dfdd7c0b105af050eb3d64997809dc21da247cf44e63dc73ff0fd20b96be55a9 \
-    --hash=sha256:e368f200bbc2e4f905b8e71eb38b3c04333bddaa6a2464a6355487b02bb7fb09 \
-    --hash=sha256:e391b1f0a8a5a10ab3b9bb6afcfd74f2175f24f8975fb87ecae700d1503cdee0 \
-    --hash=sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec \
-    --hash=sha256:e5d706eba36b4c4d5bc6c6377bb6568098765e990cfc21ee16d13963fab7b3e7 \
-    --hash=sha256:ec20916e7b4cbfb1f12380e46486ec4bcbaa91a9c448b97023fde0d5bbf9e4ff \
-    --hash=sha256:f1d072c2eb0ad60d4c183f3fb44ac6f73fb7a8f16a2694a91f988275cbf352f9 \
-    --hash=sha256:f846c260f483d1fd217fe5ed7c173fb109efa6b1fc8381c8b7552c5781756192 \
-    --hash=sha256:f91de7223d4c7b793867797bacd1ee53bfe7359bd70d27b7b58a04efbb9436c8 \
-    --hash=sha256:faae4860798c31530dd184046a900e652c95513796ef51a12bc086710c2eec4d \
-    --hash=sha256:fc579bf0f502e54926519451b920e875f433aceb4624a3646b3252b5caa9e0b6 \
-    --hash=sha256:fcc700eadbbccbf6bc1bcb9dbe0786b4b1cb91ca0dcda336eef5c2beed37b797 \
-    --hash=sha256:fd32ea360bcbb92d28933fc05ed09bffcb1704ba3fc7942e81db0fd4f81a7892 \
-    --hash=sha256:fdb7adb641a0d13bdcd4ef48e062363d8a9ad4a182ac7647ec88f695e719ae9f
-    # via matplotlib
-markdown-it-py==3.0.0 \
-    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
-    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
-    # via
-    #   mdit-py-plugins
-    #   myst-parser
-    #   rich
-markupsafe==2.1.5 \
-    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
-    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
-    --hash=sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f \
-    --hash=sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3 \
-    --hash=sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532 \
-    --hash=sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f \
-    --hash=sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617 \
-    --hash=sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df \
-    --hash=sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4 \
-    --hash=sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906 \
-    --hash=sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f \
-    --hash=sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4 \
-    --hash=sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8 \
-    --hash=sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371 \
-    --hash=sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2 \
-    --hash=sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465 \
-    --hash=sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52 \
-    --hash=sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6 \
-    --hash=sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169 \
-    --hash=sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad \
-    --hash=sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2 \
-    --hash=sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0 \
-    --hash=sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029 \
-    --hash=sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f \
-    --hash=sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a \
-    --hash=sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced \
-    --hash=sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5 \
-    --hash=sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c \
-    --hash=sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf \
-    --hash=sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9 \
-    --hash=sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb \
-    --hash=sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad \
-    --hash=sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3 \
-    --hash=sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1 \
-    --hash=sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46 \
-    --hash=sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc \
-    --hash=sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a \
-    --hash=sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee \
-    --hash=sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900 \
-    --hash=sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5 \
-    --hash=sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea \
-    --hash=sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f \
-    --hash=sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5 \
-    --hash=sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e \
-    --hash=sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a \
-    --hash=sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f \
-    --hash=sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50 \
-    --hash=sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a \
-    --hash=sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b \
-    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
-    --hash=sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff \
-    --hash=sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2 \
-    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
-    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
-    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
-    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
-    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
-    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
-    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
-    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
-    # via jinja2
-matplotlib==3.7.5 \
-    --hash=sha256:039ad54683a814002ff37bf7981aa1faa40b91f4ff84149beb53d1eb64617980 \
-    --hash=sha256:068ebcc59c072781d9dcdb82f0d3f1458271c2de7ca9c78f5bd672141091e9e1 \
-    --hash=sha256:084f1f0f2f1010868c6f1f50b4e1c6f2fb201c58475494f1e5b66fed66093647 \
-    --hash=sha256:090964d0afaff9c90e4d8de7836757e72ecfb252fb02884016d809239f715651 \
-    --hash=sha256:0ccb830fc29442360d91be48527809f23a5dcaee8da5f4d9b2d5b867c1b087b8 \
-    --hash=sha256:1210b7919b4ed94b5573870f316bca26de3e3b07ffdb563e79327dc0e6bba515 \
-    --hash=sha256:167200ccfefd1674b60e957186dfd9baf58b324562ad1a28e5d0a6b3bea77905 \
-    --hash=sha256:1dbcca4508bca7847fe2d64a05b237a3dcaec1f959aedb756d5b1c67b770c5ee \
-    --hash=sha256:1e4e9a868e8163abaaa8259842d85f949a919e1ead17644fb77a60427c90473c \
-    --hash=sha256:1e5c971558ebc811aa07f54c7b7c677d78aa518ef4c390e14673a09e0860184a \
-    --hash=sha256:20da7924a08306a861b3f2d1da0d1aa9a6678e480cf8eacffe18b565af2813e7 \
-    --hash=sha256:29b058738c104d0ca8806395f1c9089dfe4d4f0f78ea765c6c704469f3fffc81 \
-    --hash=sha256:2a9a3f4d6a7f88a62a6a18c7e6a84aedcaf4faf0708b4ca46d87b19f1b526f88 \
-    --hash=sha256:2b6aa62adb6c268fc87d80f963aca39c64615c31830b02697743c95590ce3fbb \
-    --hash=sha256:34bceb9d8ddb142055ff27cd7135f539f2f01be2ce0bafbace4117abe58f8fe4 \
-    --hash=sha256:3785bfd83b05fc0e0c2ae4c4a90034fe693ef96c679634756c50fe6efcc09856 \
-    --hash=sha256:3b15c4c2d374f249f324f46e883340d494c01768dd5287f8bc00b65b625ab56c \
-    --hash=sha256:3d028555421912307845e59e3de328260b26d055c5dac9b182cc9783854e98fb \
-    --hash=sha256:4a87b69cb1cb20943010f63feb0b2901c17a3b435f75349fd9865713bfa63925 \
-    --hash=sha256:4cdf4ef46c2a1609a50411b66940b31778db1e4b73d4ecc2eaa40bd588979b13 \
-    --hash=sha256:4d742ccd1b09e863b4ca58291728db645b51dab343eebb08d5d4b31b308296ce \
-    --hash=sha256:4ddf7fc0e0dc553891a117aa083039088d8a07686d4c93fb8a810adca68810af \
-    --hash=sha256:53e64522934df6e1818b25fd48cf3b645b11740d78e6ef765fbb5fa5ce080d02 \
-    --hash=sha256:5e7cc3078b019bb863752b8b60e8b269423000f1603cb2299608231996bd9d54 \
-    --hash=sha256:6738c89a635ced486c8a20e20111d33f6398a9cbebce1ced59c211e12cd61455 \
-    --hash=sha256:6b641b48c6819726ed47c55835cdd330e53747d4efff574109fd79b2d8a13748 \
-    --hash=sha256:743b1c488ca6a2bc7f56079d282e44d236bf375968bfd1b7ba701fd4d0fa32d6 \
-    --hash=sha256:9fc6fcfbc55cd719bc0bfa60bde248eb68cf43876d4c22864603bdd23962ba25 \
-    --hash=sha256:a99866267da1e561c7776fe12bf4442174b79aac1a47bd7e627c7e4d077ebd83 \
-    --hash=sha256:b45c9798ea6bb920cb77eb7306409756a7fab9db9b463e462618e0559aecb30e \
-    --hash=sha256:b9b3fd853d4a7f008a938df909b96db0b454225f935d3917520305b90680579c \
-    --hash=sha256:c5a2134162273eb8cdfd320ae907bf84d171de948e62180fa372a3ca7cf0f433 \
-    --hash=sha256:cfff9b838531698ee40e40ea1a8a9dc2c01edb400b27d38de6ba44c1f9a8e3d2 \
-    --hash=sha256:d3ce45010fefb028359accebb852ca0c21bd77ec0f281952831d235228f15810 \
-    --hash=sha256:d3e3bc79b2d7d615067bd010caff9243ead1fc95cf735c16e4b2583173f717eb \
-    --hash=sha256:e530ab6a0afd082d2e9c17eb1eb064a63c5b09bb607b2b74fa41adbe3e162286 \
-    --hash=sha256:ec0e1adc0ad70ba8227e957551e25a9d2995e319c29f94a97575bb90fa1d4469 \
-    --hash=sha256:efc6bb28178e844d1f408dd4d6341ee8a2e906fc9e0fa3dae497da4e0cab775d \
-    --hash=sha256:f098ffbaab9df1e3ef04e5a5586a1e6b1791380698e84938d8640961c79b1fc0 \
-    --hash=sha256:f0ad550da9f160737d7890217c5eeed4337d07e83ca1b2ca6535078f354e7675 \
-    --hash=sha256:f0b60993ed3488b4532ec6b697059897891927cbfc2b8d458a891b60ec03d9d7 \
-    --hash=sha256:f65342c147572673f02a4abec2d5a23ad9c3898167df9b47c149f32ce61ca078 \
-    --hash=sha256:fa7ebc995a7d747dacf0a717d0eb3aa0f0c6a0e9ea88b0194d3a3cd241a1500f \
-    --hash=sha256:fbea1e762b28400393d71be1a02144aa16692a3c4c676ba0178ce83fc2928fdd \
-    --hash=sha256:fbf730fca3e1f23713bc1fae0a57db386e39dc81ea57dc305c67f628c1d7a342 \
-    --hash=sha256:fd4028d570fa4b31b7b165d4a685942ae9cdc669f33741e388c01857d9723eab \
-    --hash=sha256:fe184b4625b4052fa88ef350b815559dd90cc6cc8e97b62f966e1ca84074aafa
-    # via
-    #   -r requirements.in
-    #   seaborn
-mdit-py-plugins==0.4.0 \
-    --hash=sha256:b51b3bb70691f57f974e257e367107857a93b36f322a9e6d44ca5bf28ec2def9 \
-    --hash=sha256:d8ab27e9aed6c38aa716819fedfde15ca275715955f8a185a8e1cf90fb1d2c1b
-    # via myst-parser
-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
-    # via howso-engine
-myst-parser==2.0.0 \
-    --hash=sha256:7c36344ae39c8e740dad7fdabf5aa6fc4897a813083c6cc9990044eb93656b14 \
-    --hash=sha256:ea929a67a6a0b1683cdbe19b8d2e724cd7643f8aa3e7bb18dd65beac3483bead
-    # via -r requirements.in
-numpy==1.24.4 \
-    --hash=sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f \
-    --hash=sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61 \
-    --hash=sha256:222e40d0e2548690405b0b3c7b21d1169117391c2e82c378467ef9ab4c8f0da7 \
-    --hash=sha256:2541312fbf09977f3b3ad449c4e5f4bb55d0dbf79226d7724211acc905049400 \
-    --hash=sha256:31f13e25b4e304632a4619d0e0777662c2ffea99fcae2029556b17d8ff958aef \
-    --hash=sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2 \
-    --hash=sha256:4979217d7de511a8d57f4b4b5b2b965f707768440c17cb70fbf254c4b225238d \
-    --hash=sha256:4c21decb6ea94057331e111a5bed9a79d335658c27ce2adb580fb4d54f2ad9bc \
-    --hash=sha256:6620c0acd41dbcb368610bb2f4d83145674040025e5536954782467100aa8835 \
-    --hash=sha256:692f2e0f55794943c5bfff12b3f56f99af76f902fc47487bdfe97856de51a706 \
-    --hash=sha256:7215847ce88a85ce39baf9e89070cb860c98fdddacbaa6c0da3ffb31b3350bd5 \
-    --hash=sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4 \
-    --hash=sha256:7ffe43c74893dbf38c2b0a1f5428760a1a9c98285553c89e12d70a96a7f3a4d6 \
-    --hash=sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463 \
-    --hash=sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a \
-    --hash=sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f \
-    --hash=sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e \
-    --hash=sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e \
-    --hash=sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694 \
-    --hash=sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8 \
-    --hash=sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64 \
-    --hash=sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d \
-    --hash=sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc \
-    --hash=sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254 \
-    --hash=sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2 \
-    --hash=sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1 \
-    --hash=sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810 \
-    --hash=sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9
-    # via
-    #   -r requirements.in
-    #   contourpy
-    #   howso-engine
-    #   matplotlib
-    #   pandas
-    #   scikit-learn
-    #   scipy
-    #   seaborn
-packaging==24.0 \
-    --hash=sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5 \
-    --hash=sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9
-    # via
-    #   deprecation
-    #   matplotlib
-    #   pydata-sphinx-theme
-    #   sphinx
-pandas==2.0.3 \
-    --hash=sha256:04dbdbaf2e4d46ca8da896e1805bc04eb85caa9a82e259e8eed00254d5e0c682 \
-    --hash=sha256:1168574b036cd8b93abc746171c9b4f1b83467438a5e45909fed645cf8692dbc \
-    --hash=sha256:1994c789bf12a7c5098277fb43836ce090f1073858c10f9220998ac74f37c69b \
-    --hash=sha256:258d3624b3ae734490e4d63c430256e716f488c4fcb7c8e9bde2d3aa46c29089 \
-    --hash=sha256:32fca2ee1b0d93dd71d979726b12b61faa06aeb93cf77468776287f41ff8fdc5 \
-    --hash=sha256:37673e3bdf1551b95bf5d4ce372b37770f9529743d2498032439371fc7b7eb26 \
-    --hash=sha256:3ef285093b4fe5058eefd756100a367f27029913760773c8bf1d2d8bebe5d210 \
-    --hash=sha256:5247fb1ba347c1261cbbf0fcfba4a3121fbb4029d95d9ef4dc45406620b25c8b \
-    --hash=sha256:5ec591c48e29226bcbb316e0c1e9423622bc7a4eaf1ef7c3c9fa1a3981f89641 \
-    --hash=sha256:694888a81198786f0e164ee3a581df7d505024fbb1f15202fc7db88a71d84ebd \
-    --hash=sha256:69d7f3884c95da3a31ef82b7618af5710dba95bb885ffab339aad925c3e8ce78 \
-    --hash=sha256:6a21ab5c89dcbd57f78d0ae16630b090eec626360085a4148693def5452d8a6b \
-    --hash=sha256:81af086f4543c9d8bb128328b5d32e9986e0c84d3ee673a2ac6fb57fd14f755e \
-    --hash=sha256:9e4da0d45e7f34c069fe4d522359df7d23badf83abc1d1cef398895822d11061 \
-    --hash=sha256:9eae3dc34fa1aa7772dd3fc60270d13ced7346fcbcfee017d3132ec625e23bb0 \
-    --hash=sha256:9ee1a69328d5c36c98d8e74db06f4ad518a1840e8ccb94a4ba86920986bb617e \
-    --hash=sha256:b084b91d8d66ab19f5bb3256cbd5ea661848338301940e17f4492b2ce0801fe8 \
-    --hash=sha256:b9cb1e14fdb546396b7e1b923ffaeeac24e4cedd14266c3497216dd4448e4f2d \
-    --hash=sha256:ba619e410a21d8c387a1ea6e8a0e49bb42216474436245718d7f2e88a2f8d7c0 \
-    --hash=sha256:c02f372a88e0d17f36d3093a644c73cfc1788e876a7c4bcb4020a77512e2043c \
-    --hash=sha256:ce0c6f76a0f1ba361551f3e6dceaff06bde7514a374aa43e33b588ec10420183 \
-    --hash=sha256:d9cd88488cceb7635aebb84809d087468eb33551097d600c6dad13602029c2df \
-    --hash=sha256:e4c7c9f27a4185304c7caf96dc7d91bc60bc162221152de697c98eb0b2648dd8 \
-    --hash=sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f \
-    --hash=sha256:f3421a7afb1a43f7e38e82e844e2bca9a6d793d66c1a7f9f0ff39a795bbc5e02
-    # via
-    #   howso-engine
-    #   seaborn
-pillow==10.3.0 \
-    --hash=sha256:048ad577748b9fa4a99a0548c64f2cb8d672d5bf2e643a739ac8faff1164238c \
-    --hash=sha256:048eeade4c33fdf7e08da40ef402e748df113fd0b4584e32c4af74fe78baaeb2 \
-    --hash=sha256:0ba26351b137ca4e0db0342d5d00d2e355eb29372c05afd544ebf47c0956ffeb \
-    --hash=sha256:0ea2a783a2bdf2a561808fe4a7a12e9aa3799b701ba305de596bc48b8bdfce9d \
-    --hash=sha256:1530e8f3a4b965eb6a7785cf17a426c779333eb62c9a7d1bbcf3ffd5bf77a4aa \
-    --hash=sha256:16563993329b79513f59142a6b02055e10514c1a8e86dca8b48a893e33cf91e3 \
-    --hash=sha256:19aeb96d43902f0a783946a0a87dbdad5c84c936025b8419da0a0cd7724356b1 \
-    --hash=sha256:1a1d1915db1a4fdb2754b9de292642a39a7fb28f1736699527bb649484fb966a \
-    --hash=sha256:1b87bd9d81d179bd8ab871603bd80d8645729939f90b71e62914e816a76fc6bd \
-    --hash=sha256:1dfc94946bc60ea375cc39cff0b8da6c7e5f8fcdc1d946beb8da5c216156ddd8 \
-    --hash=sha256:2034f6759a722da3a3dbd91a81148cf884e91d1b747992ca288ab88c1de15999 \
-    --hash=sha256:261ddb7ca91fcf71757979534fb4c128448b5b4c55cb6152d280312062f69599 \
-    --hash=sha256:2ed854e716a89b1afcedea551cd85f2eb2a807613752ab997b9974aaa0d56936 \
-    --hash=sha256:3102045a10945173d38336f6e71a8dc71bcaeed55c3123ad4af82c52807b9375 \
-    --hash=sha256:339894035d0ede518b16073bdc2feef4c991ee991a29774b33e515f1d308e08d \
-    --hash=sha256:412444afb8c4c7a6cc11a47dade32982439925537e483be7c0ae0cf96c4f6a0b \
-    --hash=sha256:4203efca580f0dd6f882ca211f923168548f7ba334c189e9eab1178ab840bf60 \
-    --hash=sha256:45ebc7b45406febf07fef35d856f0293a92e7417ae7933207e90bf9090b70572 \
-    --hash=sha256:4b5ec25d8b17217d635f8935dbc1b9aa5907962fae29dff220f2659487891cd3 \
-    --hash=sha256:4c8e73e99da7db1b4cad7f8d682cf6abad7844da39834c288fbfa394a47bbced \
-    --hash=sha256:4e6f7d1c414191c1199f8996d3f2282b9ebea0945693fb67392c75a3a320941f \
-    --hash=sha256:4eaa22f0d22b1a7e93ff0a596d57fdede2e550aecffb5a1ef1106aaece48e96b \
-    --hash=sha256:50b8eae8f7334ec826d6eeffaeeb00e36b5e24aa0b9df322c247539714c6df19 \
-    --hash=sha256:50fd3f6b26e3441ae07b7c979309638b72abc1a25da31a81a7fbd9495713ef4f \
-    --hash=sha256:51243f1ed5161b9945011a7360e997729776f6e5d7005ba0c6879267d4c5139d \
-    --hash=sha256:5d512aafa1d32efa014fa041d38868fda85028e3f930a96f85d49c7d8ddc0383 \
-    --hash=sha256:5f77cf66e96ae734717d341c145c5949c63180842a545c47a0ce7ae52ca83795 \
-    --hash=sha256:6b02471b72526ab8a18c39cb7967b72d194ec53c1fd0a70b050565a0f366d355 \
-    --hash=sha256:6fb1b30043271ec92dc65f6d9f0b7a830c210b8a96423074b15c7bc999975f57 \
-    --hash=sha256:7161ec49ef0800947dc5570f86568a7bb36fa97dd09e9827dc02b718c5643f09 \
-    --hash=sha256:72d622d262e463dfb7595202d229f5f3ab4b852289a1cd09650362db23b9eb0b \
-    --hash=sha256:74d28c17412d9caa1066f7a31df8403ec23d5268ba46cd0ad2c50fb82ae40462 \
-    --hash=sha256:78618cdbccaa74d3f88d0ad6cb8ac3007f1a6fa5c6f19af64b55ca170bfa1edf \
-    --hash=sha256:793b4e24db2e8742ca6423d3fde8396db336698c55cd34b660663ee9e45ed37f \
-    --hash=sha256:798232c92e7665fe82ac085f9d8e8ca98826f8e27859d9a96b41d519ecd2e49a \
-    --hash=sha256:81d09caa7b27ef4e61cb7d8fbf1714f5aec1c6b6c5270ee53504981e6e9121ad \
-    --hash=sha256:8ab74c06ffdab957d7670c2a5a6e1a70181cd10b727cd788c4dd9005b6a8acd9 \
-    --hash=sha256:8eb0908e954d093b02a543dc963984d6e99ad2b5e36503d8a0aaf040505f747d \
-    --hash=sha256:90b9e29824800e90c84e4022dd5cc16eb2d9605ee13f05d47641eb183cd73d45 \
-    --hash=sha256:9797a6c8fe16f25749b371c02e2ade0efb51155e767a971c61734b1bf6293994 \
-    --hash=sha256:9d2455fbf44c914840c793e89aa82d0e1763a14253a000743719ae5946814b2d \
-    --hash=sha256:9d3bea1c75f8c53ee4d505c3e67d8c158ad4df0d83170605b50b64025917f338 \
-    --hash=sha256:9e2ec1e921fd07c7cda7962bad283acc2f2a9ccc1b971ee4b216b75fad6f0463 \
-    --hash=sha256:9e91179a242bbc99be65e139e30690e081fe6cb91a8e77faf4c409653de39451 \
-    --hash=sha256:a0eaa93d054751ee9964afa21c06247779b90440ca41d184aeb5d410f20ff591 \
-    --hash=sha256:a2c405445c79c3f5a124573a051062300936b0281fee57637e706453e452746c \
-    --hash=sha256:aa7e402ce11f0885305bfb6afb3434b3cd8f53b563ac065452d9d5654c7b86fd \
-    --hash=sha256:aff76a55a8aa8364d25400a210a65ff59d0168e0b4285ba6bf2bd83cf675ba32 \
-    --hash=sha256:b09b86b27a064c9624d0a6c54da01c1beaf5b6cadfa609cf63789b1d08a797b9 \
-    --hash=sha256:b14f16f94cbc61215115b9b1236f9c18403c15dd3c52cf629072afa9d54c1cbf \
-    --hash=sha256:b50811d664d392f02f7761621303eba9d1b056fb1868c8cdf4231279645c25f5 \
-    --hash=sha256:b7bc2176354defba3edc2b9a777744462da2f8e921fbaf61e52acb95bafa9828 \
-    --hash=sha256:c78e1b00a87ce43bb37642c0812315b411e856a905d58d597750eb79802aaaa3 \
-    --hash=sha256:c83341b89884e2b2e55886e8fbbf37c3fa5efd6c8907124aeb72f285ae5696e5 \
-    --hash=sha256:ca2870d5d10d8726a27396d3ca4cf7976cec0f3cb706debe88e3a5bd4610f7d2 \
-    --hash=sha256:ccce24b7ad89adb5a1e34a6ba96ac2530046763912806ad4c247356a8f33a67b \
-    --hash=sha256:cd5e14fbf22a87321b24c88669aad3a51ec052eb145315b3da3b7e3cc105b9a2 \
-    --hash=sha256:ce49c67f4ea0609933d01c0731b34b8695a7a748d6c8d186f95e7d085d2fe475 \
-    --hash=sha256:d33891be6df59d93df4d846640f0e46f1a807339f09e79a8040bc887bdcd7ed3 \
-    --hash=sha256:d3b2348a78bc939b4fed6552abfd2e7988e0f81443ef3911a4b8498ca084f6eb \
-    --hash=sha256:d886f5d353333b4771d21267c7ecc75b710f1a73d72d03ca06df49b09015a9ef \
-    --hash=sha256:d93480005693d247f8346bc8ee28c72a2191bdf1f6b5db469c096c0c867ac015 \
-    --hash=sha256:dc1a390a82755a8c26c9964d457d4c9cbec5405896cba94cf51f36ea0d855002 \
-    --hash=sha256:dd78700f5788ae180b5ee8902c6aea5a5726bac7c364b202b4b3e3ba2d293170 \
-    --hash=sha256:e46f38133e5a060d46bd630faa4d9fa0202377495df1f068a8299fd78c84de84 \
-    --hash=sha256:e4b878386c4bf293578b48fc570b84ecfe477d3b77ba39a6e87150af77f40c57 \
-    --hash=sha256:f0d0591a0aeaefdaf9a5e545e7485f89910c977087e7de2b6c388aec32011e9f \
-    --hash=sha256:fdcbb4068117dfd9ce0138d068ac512843c52295ed996ae6dd1faf537b6dbc27 \
-    --hash=sha256:ff61bfd9253c3915e6d41c651d5f962da23eda633cf02262990094a18a55371a
-    # via matplotlib
-pycparser==2.22 \
-    --hash=sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6 \
-    --hash=sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc
-    # via cffi
-pydata-sphinx-theme==0.13.3 \
-    --hash=sha256:827f16b065c4fd97e847c11c108bf632b7f2ff53a3bca3272f63f3f3ff782ecc \
-    --hash=sha256:bf41ca6c1c6216e929e28834e404bfc90e080b51915bbe7563b5e6fda70354f0
-    # via -r requirements.in
-pygments==2.17.2 \
-    --hash=sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c \
-    --hash=sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367
-    # via
-    #   accessible-pygments
-    #   pydata-sphinx-theme
-    #   rich
-    #   sphinx
-pyjwt==2.8.0 \
-    --hash=sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de \
-    --hash=sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320
-    # via howso-engine
-pyparsing==3.1.2 \
-    --hash=sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad \
-    --hash=sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742
-    # via matplotlib
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   faker
-    #   howso-openapi-client
-    #   matplotlib
-    #   pandas
-pytz==2024.1 \
-    --hash=sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812 \
-    --hash=sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319
-    # via pandas
-pyyaml==6.0.1 \
-    --hash=sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5 \
-    --hash=sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc \
-    --hash=sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df \
-    --hash=sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741 \
-    --hash=sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206 \
-    --hash=sha256:18aeb1bf9a78867dc38b259769503436b7c72f7a1f1f4c93ff9a17de54319b27 \
-    --hash=sha256:1d4c7e777c441b20e32f52bd377e0c409713e8bb1386e1099c2415f26e479595 \
-    --hash=sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62 \
-    --hash=sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98 \
-    --hash=sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696 \
-    --hash=sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290 \
-    --hash=sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9 \
-    --hash=sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d \
-    --hash=sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6 \
-    --hash=sha256:4fb147e7a67ef577a588a0e2c17b6db51dda102c71de36f8549b6816a96e1867 \
-    --hash=sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47 \
-    --hash=sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486 \
-    --hash=sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6 \
-    --hash=sha256:596106435fa6ad000c2991a98fa58eeb8656ef2325d7e158344fb33864ed87e3 \
-    --hash=sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007 \
-    --hash=sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938 \
-    --hash=sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0 \
-    --hash=sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c \
-    --hash=sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735 \
-    --hash=sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d \
-    --hash=sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28 \
-    --hash=sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4 \
-    --hash=sha256:9046c58c4395dff28dd494285c82ba00b546adfc7ef001486fbf0324bc174fba \
-    --hash=sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8 \
-    --hash=sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef \
-    --hash=sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5 \
-    --hash=sha256:afd7e57eddb1a54f0f1a974bc4391af8bcce0b444685d936840f125cf046d5bd \
-    --hash=sha256:b1275ad35a5d18c62a7220633c913e1b42d44b46ee12554e5fd39c70a243d6a3 \
-    --hash=sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0 \
-    --hash=sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515 \
-    --hash=sha256:baa90d3f661d43131ca170712d903e6295d1f7a0f595074f151c0aed377c9b9c \
-    --hash=sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c \
-    --hash=sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924 \
-    --hash=sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34 \
-    --hash=sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43 \
-    --hash=sha256:c8098ddcc2a85b61647b2590f825f3db38891662cfc2fc776415143f599bb859 \
-    --hash=sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673 \
-    --hash=sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54 \
-    --hash=sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a \
-    --hash=sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b \
-    --hash=sha256:f003ed9ad21d6a4713f0a9b5a7a0a79e08dd0f221aff4525a2be4c346ee60aab \
-    --hash=sha256:f22ac1c3cac4dbc50079e965eba2c1058622631e526bd9afd45fedd49ba781fa \
-    --hash=sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c \
-    --hash=sha256:fca0e3a251908a499833aa292323f32437106001d436eca0e6e7833256674585 \
-    --hash=sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d \
-    --hash=sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f
-    # via
-    #   howso-engine
-    #   myst-parser
-requests==2.31.0 \
-    --hash=sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f \
-    --hash=sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1
-    # via
-    #   sphinx
-    #   sphinxcontrib-images
-rich==13.7.1 \
-    --hash=sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222 \
-    --hash=sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432
-    # via howso-engine
-scikit-learn==1.3.2 \
-    --hash=sha256:0402638c9a7c219ee52c94cbebc8fcb5eb9fe9c773717965c1f4185588ad3107 \
-    --hash=sha256:0ee107923a623b9f517754ea2f69ea3b62fc898a3641766cb7deb2f2ce450161 \
-    --hash=sha256:1215e5e58e9880b554b01187b8c9390bf4dc4692eedeaf542d3273f4785e342c \
-    --hash=sha256:15e1e94cc23d04d39da797ee34236ce2375ddea158b10bee3c343647d615581d \
-    --hash=sha256:18424efee518a1cde7b0b53a422cde2f6625197de6af36da0b57ec502f126157 \
-    --hash=sha256:1d08ada33e955c54355d909b9c06a4789a729977f165b8bae6f225ff0a60ec4a \
-    --hash=sha256:3271552a5eb16f208a6f7f617b8cc6d1f137b52c8a1ef8edf547db0259b2c9fb \
-    --hash=sha256:35a22e8015048c628ad099da9df5ab3004cdbf81edc75b396fd0cff8699ac58c \
-    --hash=sha256:535805c2a01ccb40ca4ab7d081d771aea67e535153e35a1fd99418fcedd1648a \
-    --hash=sha256:5b2de18d86f630d68fe1f87af690d451388bb186480afc719e5f770590c2ef6c \
-    --hash=sha256:61a6efd384258789aa89415a410dcdb39a50e19d3d8410bd29be365bcdd512d5 \
-    --hash=sha256:64381066f8aa63c2710e6b56edc9f0894cc7bf59bd71b8ce5613a4559b6145e0 \
-    --hash=sha256:67f37d708f042a9b8d59551cf94d30431e01374e00dc2645fa186059c6c5d78b \
-    --hash=sha256:6c43290337f7a4b969d207e620658372ba3c1ffb611f8bc2b6f031dc5c6d1d03 \
-    --hash=sha256:6fb6bc98f234fda43163ddbe36df8bcde1d13ee176c6dc9b92bb7d3fc842eb66 \
-    --hash=sha256:763f0ae4b79b0ff9cca0bf3716bcc9915bdacff3cebea15ec79652d1cc4fa5c9 \
-    --hash=sha256:785a2213086b7b1abf037aeadbbd6d67159feb3e30263434139c98425e3dcfcf \
-    --hash=sha256:8db94cd8a2e038b37a80a04df8783e09caac77cbe052146432e67800e430c028 \
-    --hash=sha256:a19f90f95ba93c1a7f7924906d0576a84da7f3b2282ac3bfb7a08a32801add93 \
-    --hash=sha256:a2f54c76accc15a34bfb9066e6c7a56c1e7235dda5762b990792330b52ccfb05 \
-    --hash=sha256:b8692e395a03a60cd927125eef3a8e3424d86dde9b2370d544f0ea35f78a8073 \
-    --hash=sha256:cb06f8dce3f5ddc5dee1715a9b9f19f20d295bed8e3cd4fa51e1d050347de525 \
-    --hash=sha256:dc9002fc200bed597d5d34e90c752b74df516d592db162f756cc52836b38fe0e \
-    --hash=sha256:e326c0eb5cf4d6ba40f93776a20e9a7a69524c4db0757e7ce24ba222471ee8a1 \
-    --hash=sha256:ed932ea780517b00dae7431e031faae6b49b20eb6950918eb83bd043237950e0 \
-    --hash=sha256:fc4144a5004a676d5022b798d9e573b05139e77f271253a4703eed295bde0433
-    # via howso-engine
-scipy==1.10.1 \
-    --hash=sha256:049a8bbf0ad95277ffba9b3b7d23e5369cc39e66406d60422c8cfef40ccc8415 \
-    --hash=sha256:07c3457ce0b3ad5124f98a86533106b643dd811dd61b548e78cf4c8786652f6f \
-    --hash=sha256:0f1564ea217e82c1bbe75ddf7285ba0709ecd503f048cb1236ae9995f64217bd \
-    --hash=sha256:1553b5dcddd64ba9a0d95355e63fe6c3fc303a8fd77c7bc91e77d61363f7433f \
-    --hash=sha256:15a35c4242ec5f292c3dd364a7c71a61be87a3d4ddcc693372813c0b73c9af1d \
-    --hash=sha256:1b4735d6c28aad3cdcf52117e0e91d6b39acd4272f3f5cd9907c24ee931ad601 \
-    --hash=sha256:2cf9dfb80a7b4589ba4c40ce7588986d6d5cebc5457cad2c2880f6bc2d42f3a5 \
-    --hash=sha256:39becb03541f9e58243f4197584286e339029e8908c46f7221abeea4b749fa88 \
-    --hash=sha256:43b8e0bcb877faf0abfb613d51026cd5cc78918e9530e375727bf0625c82788f \
-    --hash=sha256:4b3f429188c66603a1a5c549fb414e4d3bdc2a24792e061ffbd607d3d75fd84e \
-    --hash=sha256:4c0ff64b06b10e35215abce517252b375e580a6125fd5fdf6421b98efbefb2d2 \
-    --hash=sha256:51af417a000d2dbe1ec6c372dfe688e041a7084da4fdd350aeb139bd3fb55353 \
-    --hash=sha256:5678f88c68ea866ed9ebe3a989091088553ba12c6090244fdae3e467b1139c35 \
-    --hash=sha256:79c8e5a6c6ffaf3a2262ef1be1e108a035cf4f05c14df56057b64acc5bebffb6 \
-    --hash=sha256:7ff7f37b1bf4417baca958d254e8e2875d0cc23aaadbe65b3d5b3077b0eb23ea \
-    --hash=sha256:aaea0a6be54462ec027de54fca511540980d1e9eea68b2d5c1dbfe084797be35 \
-    --hash=sha256:bce5869c8d68cf383ce240e44c1d9ae7c06078a9396df68ce88a1230f93a30c1 \
-    --hash=sha256:cd9f1027ff30d90618914a64ca9b1a77a431159df0e2a195d8a9e8a04c78abf9 \
-    --hash=sha256:d925fa1c81b772882aa55bcc10bf88324dadb66ff85d548c71515f6689c6dac5 \
-    --hash=sha256:e7354fd7527a4b0377ce55f286805b34e8c54b91be865bac273f527e1b839019 \
-    --hash=sha256:fae8a7b898c42dffe3f7361c40d5952b6bf32d10c4569098d276b4c547905ee1
-    # via scikit-learn
-seaborn==0.13.2 \
-    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987 \
-    --hash=sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7
-    # via -r requirements.in
-semantic-version==2.10.0 \
-    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
-    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177
-    # via howso-engine
-six==1.16.0 \
-    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
-    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
-    # via
-    #   howso-openapi-client
-    #   python-dateutil
-snowballstemmer==2.2.0 \
-    --hash=sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1 \
-    --hash=sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a
-    # via sphinx
-soupsieve==2.5 \
-    --hash=sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690 \
-    --hash=sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7
-    # via beautifulsoup4
-sphinx==7.1.2 \
-    --hash=sha256:780f4d32f1d7d1126576e0e5ecc19dc32ab76cd24e950228dcf7b1f6d3d9e22f \
-    --hash=sha256:d170a81825b2fcacb6dfd5a0d7f578a053e45d3f2b153fecc948c37344eb4cbe
-    # via
-    #   -r requirements.in
-    #   myst-parser
-    #   pydata-sphinx-theme
-    #   sphinx-autodoc-typehints
-    #   sphinx-copybutton
-    #   sphinx-design
-    #   sphinx-gallery
-    #   sphinx-reredirects
-    #   sphinxcontrib-images
-sphinx-autodoc-typehints==2.0.0 \
-    --hash=sha256:12c0e161f6fe191c2cdfd8fa3caea271f5387d9fbc67ebcd6f4f1f24ce880993 \
-    --hash=sha256:7f2cdac2e70fd9787926b6e9e541cd4ded1e838d2b46fda2a1bb0a75ec5b7f3a
-    # via -r requirements.in
-sphinx-copybutton==0.5.2 \
-    --hash=sha256:4cf17c82fb9646d1bc9ca92ac280813a3b605d8c421225fd9913154103ee1fbd \
-    --hash=sha256:fb543fd386d917746c9a2c50360c7905b605726b9355cd26e9974857afeae06e
-    # via -r requirements.in
-sphinx-design==0.5.0 \
-    --hash=sha256:1af1267b4cea2eedd6724614f19dcc88fe2e15aff65d06b2f6252cee9c4f4c1e \
-    --hash=sha256:e8e513acea6f92d15c6de3b34e954458f245b8e761b45b63950f65373352ab00
-    # via -r requirements.in
-sphinx-gallery==0.12.2 \
-    --hash=sha256:3aaffb3a9491e3380ee269e05eaa384b7ae9f47b1071a34d2610d4e5ceb34b8b \
-    --hash=sha256:eb8afa1f3d0b1d53bb82829559adb2aa14455493d70b025569edb084a0d14ee5
-    # via -r requirements.in
-sphinx-reredirects==0.1.3 \
-    --hash=sha256:02c53437c467cf9ed89863eff3addedc01d129624b2f03ab6302518fb77a2c89 \
-    --hash=sha256:56e222d285f76c944fd370f36ad3a1a66103a88b552e97d3d24a622bb9465de8
-    # via -r requirements.in
-sphinxcontrib-applehelp==1.0.4 \
-    --hash=sha256:29d341f67fb0f6f586b23ad80e072c8e6ad0b48417db2bde114a4c9746feb228 \
-    --hash=sha256:828f867945bbe39817c210a1abfd1bc4895c8b73fcaade56d45357a348a07d7e
-    # via sphinx
-sphinxcontrib-devhelp==1.0.2 \
-    --hash=sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e \
-    --hash=sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4
-    # via sphinx
-sphinxcontrib-htmlhelp==2.0.1 \
-    --hash=sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff \
-    --hash=sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903
-    # via sphinx
-sphinxcontrib-images==0.9.4 \
-    --hash=sha256:8863e8e8533a116f45cb92523938ab25879cc31dc594f5de4c3dbd9ab3d440b0 \
-    --hash=sha256:f6c237d0430793e65d91dbddb13b1fb26a2cf838040a9deeb52112969fbc4a4b
-    # via -r requirements.in
-sphinxcontrib-jsmath==1.0.1 \
-    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178 \
-    --hash=sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8
-    # via sphinx
-sphinxcontrib-qthelp==1.0.3 \
-    --hash=sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72 \
-    --hash=sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6
-    # via sphinx
-sphinxcontrib-serializinghtml==1.1.5 \
-    --hash=sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd \
-    --hash=sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952
-    # via sphinx
-threadpoolctl==3.4.0 \
-    --hash=sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262 \
-    --hash=sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196
-    # via scikit-learn
-typing-extensions==4.10.0 \
-    --hash=sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475 \
-    --hash=sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb
-    # via
-    #   howso-engine
-    #   pydata-sphinx-theme
-tzdata==2024.1 \
-    --hash=sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd \
-    --hash=sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252
-    # via pandas
-urllib3==2.2.1 \
-    --hash=sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d \
-    --hash=sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19
-    # via
-    #   howso-engine
-    #   howso-openapi-client
-    #   requests
-
-# The following packages are considered to be unsafe in a requirements file:
-setuptools==69.2.0 \
-    --hash=sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e \
-    --hash=sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c
-    # via howso-openapi-client
diff --git a/source/api_reference/data_structures.rst b/source/api_reference/data_structures.rst
deleted file mode 100644
index f247309..0000000
--- a/source/api_reference/data_structures.rst
+++ /dev/null
@@ -1,11 +0,0 @@
-OpenAPI Data Structures
-=======================
-
-These data structures are used throughout the Howso stack and are automatically generated
-from the OpenAPI specification.
-
-.. toctree::
-    :glob:
-    :maxdepth: 1
-    
-    /openapi/types/*
diff --git a/source/api_reference/feature_attributes.rst b/source/api_reference/feature_attributes.rst
new file mode 100644
index 0000000..f35439f
--- /dev/null
+++ b/source/api_reference/feature_attributes.rst
@@ -0,0 +1,14 @@
+Feature Attributes
+==================
+
+Feature attributes are the foundational data structure used to define features and their properties for the Howso Engine.
+Feature attributes can be generated inferred automatically using :py:meth:`~howso.utilities.infer_feature_attributes`, but
+users are encouraged to manually inspect the resulting attributes and make any necessary changes.
+
+See the full definition of all feature attributes in the pages below.
+
+.. toctree::
+    :glob:
+    :maxdepth: 1
+
+    /howso/types/*
diff --git a/source/api_reference/index.rst b/source/api_reference/index.rst
index a1e4f20..94b9275 100644
--- a/source/api_reference/index.rst
+++ b/source/api_reference/index.rst
@@ -34,10 +34,10 @@ These packages are for internal use and are not recommended for inexperienced us
     howso.direct
 
 
-Other Packages
---------------
+Feature Attributes
+------------------
 
 .. toctree::
     :maxdepth: 2
 
-    data_structures
+    feature_attributes
diff --git a/source/openapi/types/FeatureAttributes.md b/source/howso/types/FeatureAttributes.md
similarity index 99%
rename from source/openapi/types/FeatureAttributes.md
rename to source/howso/types/FeatureAttributes.md
index 1968d18..1e8b5c0 100644
--- a/source/openapi/types/FeatureAttributes.md
+++ b/source/howso/types/FeatureAttributes.md
@@ -2,8 +2,6 @@
 
 # FeatureAttributes
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureAttributes
 
@@ -186,4 +184,3 @@ Flag feature as only having unique values. Only applicable to nominals features.
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureAutoDeriveOnTrain.md b/source/howso/types/FeatureAutoDeriveOnTrain.md
similarity index 93%
rename from source/openapi/types/FeatureAutoDeriveOnTrain.md
rename to source/howso/types/FeatureAutoDeriveOnTrain.md
index c31eddb..45ff750 100644
--- a/source/openapi/types/FeatureAutoDeriveOnTrain.md
+++ b/source/howso/types/FeatureAutoDeriveOnTrain.md
@@ -1,8 +1,6 @@
 <!-- Auto-generated do not edit -->
 # FeatureAutoDeriveOnTrain
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureAutoDeriveOnTrain
 
@@ -36,4 +34,3 @@ Feature name(s) by which to order the series specified by `series_id_features`.
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureAutoDeriveOnTrainCustom.md b/source/howso/types/FeatureAutoDeriveOnTrainCustom.md
similarity index 96%
rename from source/openapi/types/FeatureAutoDeriveOnTrainCustom.md
rename to source/howso/types/FeatureAutoDeriveOnTrainCustom.md
index 1882a8d..11cc385 100644
--- a/source/openapi/types/FeatureAutoDeriveOnTrainCustom.md
+++ b/source/howso/types/FeatureAutoDeriveOnTrainCustom.md
@@ -1,8 +1,6 @@
 <!-- Auto-generated do not edit -->
 # FeatureAutoDeriveOnTrainCustom
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureAutoDeriveOnTrainCustom
 
@@ -40,4 +38,3 @@ Feature name(s) by which to order the series specified by `series_id_features`.
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureAutoDeriveOnTrainProgress.md b/source/howso/types/FeatureAutoDeriveOnTrainProgress.md
similarity index 93%
rename from source/openapi/types/FeatureAutoDeriveOnTrainProgress.md
rename to source/howso/types/FeatureAutoDeriveOnTrainProgress.md
index b2dc152..4fd57cc 100644
--- a/source/openapi/types/FeatureAutoDeriveOnTrainProgress.md
+++ b/source/howso/types/FeatureAutoDeriveOnTrainProgress.md
@@ -1,8 +1,6 @@
 <!-- Auto-generated do not edit -->
 # FeatureAutoDeriveOnTrainProgress
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureAutoDeriveOnTrainProgress
 
@@ -23,4 +21,3 @@ Feature name(s) of series for which to derive this feature. A series is the conj
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureBounds.md b/source/howso/types/FeatureBounds.md
similarity index 91%
rename from source/openapi/types/FeatureBounds.md
rename to source/howso/types/FeatureBounds.md
index 6133c13..464ab83 100644
--- a/source/openapi/types/FeatureBounds.md
+++ b/source/howso/types/FeatureBounds.md
@@ -1,8 +1,6 @@
 <!-- Auto-generated do not edit -->
 # FeatureBounds
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureBounds
 
@@ -33,4 +31,3 @@ Allow nulls to be output, per their distribution in the data. Defaults to true.
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureOriginalType.md b/source/howso/types/FeatureOriginalType.md
similarity index 94%
rename from source/openapi/types/FeatureOriginalType.md
rename to source/howso/types/FeatureOriginalType.md
index 2d6d0e3..02661d5 100644
--- a/source/openapi/types/FeatureOriginalType.md
+++ b/source/howso/types/FeatureOriginalType.md
@@ -1,8 +1,6 @@
 <!-- Auto-generated do not edit -->
 # FeatureOriginalType
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureOriginalType
 
@@ -57,4 +55,3 @@ The unit of the time delta.
 ```
 
 ````
-`````
diff --git a/source/openapi/types/FeatureTimeSeries.md b/source/howso/types/FeatureTimeSeries.md
similarity index 98%
rename from source/openapi/types/FeatureTimeSeries.md
rename to source/howso/types/FeatureTimeSeries.md
index 3fa905f..fffe387 100644
--- a/source/openapi/types/FeatureTimeSeries.md
+++ b/source/howso/types/FeatureTimeSeries.md
@@ -2,8 +2,6 @@
 
 # FeatureTimeSeries
 
-`````{py:module} howso.openapi.models
-:noindex:
 
 ````{py:class} FeatureTimeSeries
 
@@ -95,4 +93,3 @@ When true, the feature will be treated as the time feature for time series model
 ```
 
 ````
-`````
diff --git a/source/openapi/types/Cases.md b/source/openapi/types/Cases.md
deleted file mode 100644
index ec1fee4..0000000
--- a/source/openapi/types/Cases.md
+++ /dev/null
@@ -1,24 +0,0 @@
-<!-- Auto-generated do not edit -->
-# Cases
-
-`````{py:module} howso.openapi.models
-:noindex:
-
-````{py:class} Cases
-
-A matrix of data.
-
-```{py:attribute} features
-:type: Optional[List[str]]
-
-The feature names that correspond to the case columns.
-```
-
-```{py:attribute} cases
-:type: Optional[List[List[object]]]
-
-A 2D array of case values.
-```
-
-````
-`````
diff --git a/versions.in b/versions.in
index 4dd1b42..32bfdc5 100644
--- a/versions.in
+++ b/versions.in
@@ -1,3 +1,2 @@
 howso-engine
 amalgam-lang
-howso-openapi-client
diff --git a/versions.properties b/versions.properties
index 09c3317..13b164f 100644
--- a/versions.properties
+++ b/versions.properties
@@ -1,4 +1,3 @@
 amalgam_lang=2.3.18
 howso_engine=1.1.46
 howso_engine_api=7.1.0
-howso_openapi_client=24.0.15