diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 60174a2..0e6f759 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -83,7 +83,7 @@
         run: |
           python -m venv venv
           source venv/bin/activate
-          pip install -r requirements-310.txt
+          pip install -r requirements-311.txt
 
       - name: Create Virtualenv (3.7)
         if: ${{ matrix.python-version == '3.7' }}
diff --git a/README.md b/README.md
index 1a0daef..a5afe23 100644
--- a/README.md
+++ b/README.md
@@ -160,7 +160,7 @@
 # update pip itself if necessary
 python -m pip install -U pip
 # install dependencies (for Python 3.8+)
-python -m pip install -r requirements-310.txt
+python -m pip install -r requirements-311.txt
 ```
 
 The tests rely on test data in git submodules.
@@ -185,13 +185,13 @@
 ```bash
 # install pip-tools (this can be done only once), also consider running in venv
 python -m pip install pip-tools
-python -m piptools compile --generate-hashes -o requirements-310.txt
+python -m piptools compile --generate-hashes -o requirements-311.txt
 ```
 
 To update dependencies, run with `-U`
 
 ```bash
-python -m piptools compile -U --generate-hashes -o requirements-310.txt
+python -m piptools compile -U --generate-hashes -o requirements-311.txt
 ```
 
 More details [here](https://github.com/jazzband/pip-tools)
diff --git a/requirements-310.txt b/requirements-310.txt
deleted file mode 100644
index 0b361ab..0000000
--- a/requirements-310.txt
+++ /dev/null
@@ -1,208 +0,0 @@
-#
-# This file is autogenerated by pip-compile with python 3.10
-# To update, run:
-#
-#    pip-compile --generate-hashes
-#
-attrs==21.4.0 \
-    --hash=sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4 \
-    --hash=sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd
-    # via pytest
-black==22.3.0 \
-    --hash=sha256:06f9d8846f2340dfac80ceb20200ea5d1b3f181dd0556b47af4e8e0b24fa0a6b \
-    --hash=sha256:10dbe6e6d2988049b4655b2b739f98785a884d4d6b85bc35133a8fb9a2233176 \
-    --hash=sha256:2497f9c2386572e28921fa8bec7be3e51de6801f7459dffd6e62492531c47e09 \
-    --hash=sha256:30d78ba6bf080eeaf0b7b875d924b15cd46fec5fd044ddfbad38c8ea9171043a \
-    --hash=sha256:328efc0cc70ccb23429d6be184a15ce613f676bdfc85e5fe8ea2a9354b4e9015 \
-    --hash=sha256:35020b8886c022ced9282b51b5a875b6d1ab0c387b31a065b84db7c33085ca79 \
-    --hash=sha256:5795a0375eb87bfe902e80e0c8cfaedf8af4d49694d69161e5bd3206c18618bb \
-    --hash=sha256:5891ef8abc06576985de8fa88e95ab70641de6c1fca97e2a15820a9b69e51b20 \
-    --hash=sha256:637a4014c63fbf42a692d22b55d8ad6968a946b4a6ebc385c5505d9625b6a464 \
-    --hash=sha256:67c8301ec94e3bcc8906740fe071391bce40a862b7be0b86fb5382beefecd968 \
-    --hash=sha256:6d2fc92002d44746d3e7db7cf9313cf4452f43e9ea77a2c939defce3b10b5c82 \
-    --hash=sha256:6ee227b696ca60dd1c507be80a6bc849a5a6ab57ac7352aad1ffec9e8b805f21 \
-    --hash=sha256:863714200ada56cbc366dc9ae5291ceb936573155f8bf8e9de92aef51f3ad0f0 \
-    --hash=sha256:9b542ced1ec0ceeff5b37d69838106a6348e60db7b8fdd245294dc1d26136265 \
-    --hash=sha256:a6342964b43a99dbc72f72812bf88cad8f0217ae9acb47c0d4f141a6416d2d7b \
-    --hash=sha256:ad4efa5fad66b903b4a5f96d91461d90b9507a812b3c5de657d544215bb7877a \
-    --hash=sha256:bc58025940a896d7e5356952228b68f793cf5fcb342be703c3a2669a1488cb72 \
-    --hash=sha256:cc1e1de68c8e5444e8f94c3670bb48a2beef0e91dddfd4fcc29595ebd90bb9ce \
-    --hash=sha256:cee3e11161dde1b2a33a904b850b0899e0424cc331b7295f2a9698e79f9a69a0 \
-    --hash=sha256:e3556168e2e5c49629f7b0f377070240bd5511e45e25a4497bb0073d9dda776a \
-    --hash=sha256:e8477ec6bbfe0312c128e74644ac8a02ca06bcdb8982d4ee06f209be28cdf163 \
-    --hash=sha256:ee8f1f7228cce7dffc2b464f07ce769f478968bfb3dd1254a4c2eeed84928aad \
-    --hash=sha256:fd57160949179ec517d32ac2ac898b5f20d68ed1a9c977346efbac9c2f1e779d
-    # via -r requirements.in
-click==8.1.3 \
-    --hash=sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e \
-    --hash=sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48
-    # via black
-flake8==4.0.1 \
-    --hash=sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d \
-    --hash=sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d
-    # via -r requirements.in
-iniconfig==1.1.1 \
-    --hash=sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3 \
-    --hash=sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32
-    # via pytest
-isort==5.10.1 \
-    --hash=sha256:6f62d78e2f89b4500b080fe3a81690850cd254227f27f75c3a0c491a1f351ba7 \
-    --hash=sha256:e8443a5e7a020e9d7f97f1d7d9cd17c88bcb3bc7e218bf9cf5095fe550be2951
-    # via -r requirements.in
-maturin==0.13.1 \
-    --hash=sha256:3c7890ee95973e474440e41f366aa906a96caa61b8ecfab7e9913beb0d76a73b \
-    --hash=sha256:501ad926d3b6f8b4c8cf2c3513616f72b77a060548dea9d6a7aef1245202e429 \
-    --hash=sha256:7a60f5c1040985ef56b254f2c32f71dbf4ac11db0cc7cf80f0aeca6bd24cf324 \
-    --hash=sha256:89a475f9a9ad1072ce0e0525699787a9c3186c5850ba4e1b23fb2fa10586d1c2 \
-    --hash=sha256:a3aa3be37cff22b4309f1984f07b782d28b39e60dcb381b1b29f938e5fd2ed56 \
-    --hash=sha256:aef6e00e9eb4bdcbd10fda01247f3503354ae9b599b46bd4e55a14ea45b40915 \
-    --hash=sha256:b687d45b43b5292b141a06414cb6ac352f5df5eb74adad9b489d91912ae4eeca \
-    --hash=sha256:b68b15ffc5072b3a24f5c4147cdf391410475e005bd77b874af4b43816bc5afa \
-    --hash=sha256:c1927dbb9d1137e169beb06899a19fe5acd03bcd831d9a2cc008ffcfd854cb6e \
-    --hash=sha256:c36d5762e9d73eef3ca899225d2c8ad8373d9202908cbf598a295def952c98f6 \
-    --hash=sha256:d6086970da37bd8a0d06eb9c31197c25fbb4c82257b9a385786ce54e8b05071d \
-    --hash=sha256:e156b0a358133ad6fd75abc4ddd424c193564b05eb2f6f2ecbccc827c3d4cffe
-    # via -r requirements.in
-mccabe==0.6.1 \
-    --hash=sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42 \
-    --hash=sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f
-    # via flake8
-mypy==0.950 \
-    --hash=sha256:0112752a6ff07230f9ec2f71b0d3d4e088a910fdce454fdb6553e83ed0eced7d \
-    --hash=sha256:0384d9f3af49837baa92f559d3fa673e6d2652a16550a9ee07fc08c736f5e6f8 \
-    --hash=sha256:1b333cfbca1762ff15808a0ef4f71b5d3eed8528b23ea1c3fb50543c867d68de \
-    --hash=sha256:1fdeb0a0f64f2a874a4c1f5271f06e40e1e9779bf55f9567f149466fc7a55038 \
-    --hash=sha256:4c653e4846f287051599ed8f4b3c044b80e540e88feec76b11044ddc5612ffed \
-    --hash=sha256:563514c7dc504698fb66bb1cf897657a173a496406f1866afae73ab5b3cdb334 \
-    --hash=sha256:5b231afd6a6e951381b9ef09a1223b1feabe13625388db48a8690f8daa9b71ff \
-    --hash=sha256:5ce6a09042b6da16d773d2110e44f169683d8cc8687e79ec6d1181a72cb028d2 \
-    --hash=sha256:5e7647df0f8fc947388e6251d728189cfadb3b1e558407f93254e35abc026e22 \
-    --hash=sha256:6003de687c13196e8a1243a5e4bcce617d79b88f83ee6625437e335d89dfebe2 \
-    --hash=sha256:61504b9a5ae166ba5ecfed9e93357fd51aa693d3d434b582a925338a2ff57fd2 \
-    --hash=sha256:77423570c04aca807508a492037abbd72b12a1fb25a385847d191cd50b2c9605 \
-    --hash=sha256:a4d9898f46446bfb6405383b57b96737dcfd0a7f25b748e78ef3e8c576bba3cb \
-    --hash=sha256:a952b8bc0ae278fc6316e6384f67bb9a396eb30aced6ad034d3a76120ebcc519 \
-    --hash=sha256:b5b5bd0ffb11b4aba2bb6d31b8643902c48f990cc92fda4e21afac658044f0c0 \
-    --hash=sha256:ca75ecf2783395ca3016a5e455cb322ba26b6d33b4b413fcdedfc632e67941dc \
-    --hash=sha256:cf9c261958a769a3bd38c3e133801ebcd284ffb734ea12d01457cb09eacf7d7b \
-    --hash=sha256:dd4d670eee9610bf61c25c940e9ade2d0ed05eb44227275cce88701fee014b1f \
-    --hash=sha256:e19736af56947addedce4674c0971e5dceef1b5ec7d667fe86bcd2b07f8f9075 \
-    --hash=sha256:eaea21d150fb26d7b4856766e7addcf929119dd19fc832b22e71d942835201ef \
-    --hash=sha256:eaff8156016487c1af5ffa5304c3e3fd183edcb412f3e9c72db349faf3f6e0eb \
-    --hash=sha256:ee0a36edd332ed2c5208565ae6e3a7afc0eabb53f5327e281f2ef03a6bc7687a \
-    --hash=sha256:ef7beb2a3582eb7a9f37beaf38a28acfd801988cde688760aea9e6cc4832b10b
-    # via -r requirements.in
-mypy-extensions==0.4.3 \
-    --hash=sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d \
-    --hash=sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8
-    # via
-    #   black
-    #   mypy
-numpy==1.22.3 \
-    --hash=sha256:07a8c89a04997625236c5ecb7afe35a02af3896c8aa01890a849913a2309c676 \
-    --hash=sha256:08d9b008d0156c70dc392bb3ab3abb6e7a711383c3247b410b39962263576cd4 \
-    --hash=sha256:201b4d0552831f7250a08d3b38de0d989d6f6e4658b709a02a73c524ccc6ffce \
-    --hash=sha256:2c10a93606e0b4b95c9b04b77dc349b398fdfbda382d2a39ba5a822f669a0123 \
-    --hash=sha256:3ca688e1b9b95d80250bca34b11a05e389b1420d00e87a0d12dc45f131f704a1 \
-    --hash=sha256:48a3aecd3b997bf452a2dedb11f4e79bc5bfd21a1d4cc760e703c31d57c84b3e \
-    --hash=sha256:568dfd16224abddafb1cbcce2ff14f522abe037268514dd7e42c6776a1c3f8e5 \
-    --hash=sha256:5bfb1bb598e8229c2d5d48db1860bcf4311337864ea3efdbe1171fb0c5da515d \
-    --hash=sha256:639b54cdf6aa4f82fe37ebf70401bbb74b8508fddcf4797f9fe59615b8c5813a \
-    --hash=sha256:8251ed96f38b47b4295b1ae51631de7ffa8260b5b087808ef09a39a9d66c97ab \
-    --hash=sha256:92bfa69cfbdf7dfc3040978ad09a48091143cffb778ec3b03fa170c494118d75 \
-    --hash=sha256:97098b95aa4e418529099c26558eeb8486e66bd1e53a6b606d684d0c3616b168 \
-    --hash=sha256:a3bae1a2ed00e90b3ba5f7bd0a7c7999b55d609e0c54ceb2b076a25e345fa9f4 \
-    --hash=sha256:c34ea7e9d13a70bf2ab64a2532fe149a9aced424cd05a2c4ba662fd989e3e45f \
-    --hash=sha256:dbc7601a3b7472d559dc7b933b18b4b66f9aa7452c120e87dfb33d02008c8a18 \
-    --hash=sha256:e7927a589df200c5e23c57970bafbd0cd322459aa7b1ff73b7c2e84d6e3eae62 \
-    --hash=sha256:f8c1f39caad2c896bc0018f699882b345b2a63708008be29b1f355ebf6f933fe \
-    --hash=sha256:f950f8845b480cffe522913d35567e29dd381b0dc7e4ce6a4a9f9156417d2430 \
-    --hash=sha256:fade0d4f4d292b6f39951b6836d7a3c7ef5b2347f3c420cd9820a1d90d794802 \
-    --hash=sha256:fdf3c08bce27132395d3c3ba1503cac12e17282358cb4bddc25cc46b0aca07aa
-    # via
-    #   -r requirements.in
-    #   pyarrow
-packaging==21.3 \
-    --hash=sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb \
-    --hash=sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522
-    # via pytest
-pathspec==0.9.0 \
-    --hash=sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a \
-    --hash=sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1
-    # via black
-platformdirs==2.5.2 \
-    --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788 \
-    --hash=sha256:58c8abb07dcb441e6ee4b11d8df0ac856038f944ab98b7be6b27b2a3c7feef19
-    # via black
-pluggy==1.0.0 \
-    --hash=sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159 \
-    --hash=sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3
-    # via pytest
-py==1.11.0 \
-    --hash=sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719 \
-    --hash=sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378
-    # via pytest
-pyarrow==8.0.0 \
-    --hash=sha256:03a10daad957970e914920b793f6a49416699e791f4c827927fd4e4d892a5d16 \
-    --hash=sha256:15511ce2f50343f3fd5e9f7c30e4d004da9134e9597e93e9c96c3985928cbe82 \
-    --hash=sha256:1dd482ccb07c96188947ad94d7536ab696afde23ad172df8e18944ec79f55055 \
-    --hash=sha256:25a5f7c7f36df520b0b7363ba9f51c3070799d4b05d587c60c0adaba57763479 \
-    --hash=sha256:3bd201af6e01f475f02be88cf1f6ee9856ab98c11d8bbb6f58347c58cd07be00 \
-    --hash=sha256:3fee786259d986f8c046100ced54d63b0c8c9f7cdb7d1bbe07dc69e0f928141c \
-    --hash=sha256:42b7982301a9ccd06e1dd4fabd2e8e5df74b93ce4c6b87b81eb9e2d86dc79871 \
-    --hash=sha256:4a18a211ed888f1ac0b0ebcb99e2d9a3e913a481120ee9b1fe33d3fedb945d4e \
-    --hash=sha256:51e58778fcb8829fca37fbfaea7f208d5ce7ea89ea133dd13d8ce745278ee6f0 \
-    --hash=sha256:541e7845ce5f27a861eb5b88ee165d931943347eec17b9ff1e308663531c9647 \
-    --hash=sha256:65c7f4cc2be195e3db09296d31a654bb6d8786deebcab00f0e2455fd109d7456 \
-    --hash=sha256:69b043a3fce064ebd9fbae6abc30e885680296e5bd5e6f7353e6a87966cf2ad7 \
-    --hash=sha256:6ea2c54e6b5ecd64e8299d2abb40770fe83a718f5ddc3825ddd5cd28e352cce1 \
-    --hash=sha256:78a6ac39cd793582998dac88ab5c1c1dd1e6503df6672f064f33a21937ec1d8d \
-    --hash=sha256:81b87b782a1366279411f7b235deab07c8c016e13f9af9f7c7b0ee564fedcc8f \
-    --hash=sha256:8392b9a1e837230090fe916415ed4c3433b2ddb1a798e3f6438303c70fbabcfc \
-    --hash=sha256:863be6bad6c53797129610930794a3e797cb7d41c0a30e6794a2ac0e42ce41b8 \
-    --hash=sha256:8cd86e04a899bef43e25184f4b934584861d787cf7519851a8c031803d45c6d8 \
-    --hash=sha256:95c7822eb37663e073da9892f3499fe28e84f3464711a3e555e0c5463fd53a19 \
-    --hash=sha256:98c13b2e28a91b0fbf24b483df54a8d7814c074c2623ecef40dce1fa52f6539b \
-    --hash=sha256:ba2b7aa7efb59156b87987a06f5241932914e4d5bbb74a465306b00a6c808849 \
-    --hash=sha256:c9c97c8e288847e091dfbcdf8ce51160e638346f51919a9e74fe038b2e8aee62 \
-    --hash=sha256:cb06cacc19f3b426681f2f6803cc06ff481e7fe5b3a533b406bc5b2138843d4f \
-    --hash=sha256:ce64bc1da3109ef5ab9e4c60316945a7239c798098a631358e9ab39f6e5529e9 \
-    --hash=sha256:d5ef4372559b191cafe7db8932801eee252bfc35e983304e7d60b6954576a071 \
-    --hash=sha256:d6f1e1040413651819074ef5b500835c6c42e6c446532a1ddef8bc5054e8dba5 \
-    --hash=sha256:deb400df8f19a90b662babceb6dd12daddda6bb357c216e558b207c0770c7654 \
-    --hash=sha256:ea132067ec712d1b1116a841db1c95861508862b21eddbcafefbce8e4b96b867 \
-    --hash=sha256:ece333706a94c1221ced8b299042f85fd88b5db802d71be70024433ddf3aecab \
-    --hash=sha256:edad25522ad509e534400d6ab98cf1872d30c31bc5e947712bfd57def7af15bb
-    # via -r requirements.in
-pycodestyle==2.8.0 \
-    --hash=sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20 \
-    --hash=sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f
-    # via flake8
-pyflakes==2.4.0 \
-    --hash=sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c \
-    --hash=sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e
-    # via flake8
-pyparsing==3.0.9 \
-    --hash=sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb \
-    --hash=sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc
-    # via packaging
-pytest==7.1.2 \
-    --hash=sha256:13d0e3ccfc2b6e26be000cb6568c832ba67ba32e719443bfe725814d3c42433c \
-    --hash=sha256:a06a0425453864a270bc45e71f783330a7428defb4230fb5e6a731fde06ecd45
-    # via -r requirements.in
-toml==0.10.2 \
-    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
-    --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
-    # via -r requirements.in
-tomli==2.0.1 \
-    --hash=sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc \
-    --hash=sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f
-    # via
-    #   black
-    #   maturin
-    #   mypy
-    #   pytest
-typing-extensions==4.2.0 \
-    --hash=sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708 \
-    --hash=sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376
-    # via mypy
diff --git a/requirements-311.txt b/requirements-311.txt
new file mode 100644
index 0000000..6f042b9
--- /dev/null
+++ b/requirements-311.txt
@@ -0,0 +1,195 @@
+#
+# This file is autogenerated by pip-compile with python 3.11
+# To update, run:
+#
+#    pip-compile --generate-hashes
+#
+attrs==22.1.0 \
+    --hash=sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6 \
+    --hash=sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c
+    # via pytest
+black==22.10.0 \
+    --hash=sha256:14ff67aec0a47c424bc99b71005202045dc09270da44a27848d534600ac64fc7 \
+    --hash=sha256:197df8509263b0b8614e1df1756b1dd41be6738eed2ba9e9769f3880c2b9d7b6 \
+    --hash=sha256:1e464456d24e23d11fced2bc8c47ef66d471f845c7b7a42f3bd77bf3d1789650 \
+    --hash=sha256:2039230db3c6c639bd84efe3292ec7b06e9214a2992cd9beb293d639c6402edb \
+    --hash=sha256:21199526696b8f09c3997e2b4db8d0b108d801a348414264d2eb8eb2532e540d \
+    --hash=sha256:2644b5d63633702bc2c5f3754b1b475378fbbfb481f62319388235d0cd104c2d \
+    --hash=sha256:432247333090c8c5366e69627ccb363bc58514ae3e63f7fc75c54b1ea80fa7de \
+    --hash=sha256:444ebfb4e441254e87bad00c661fe32df9969b2bf224373a448d8aca2132b395 \
+    --hash=sha256:5b9b29da4f564ba8787c119f37d174f2b69cdfdf9015b7d8c5c16121ddc054ae \
+    --hash=sha256:5cc42ca67989e9c3cf859e84c2bf014f6633db63d1cbdf8fdb666dcd9e77e3fa \
+    --hash=sha256:5d8f74030e67087b219b032aa33a919fae8806d49c867846bfacde57f43972ef \
+    --hash=sha256:72ef3925f30e12a184889aac03d77d031056860ccae8a1e519f6cbb742736383 \
+    --hash=sha256:819dc789f4498ecc91438a7de64427c73b45035e2e3680c92e18795a839ebb66 \
+    --hash=sha256:915ace4ff03fdfff953962fa672d44be269deb2eaf88499a0f8805221bc68c87 \
+    --hash=sha256:9311e99228ae10023300ecac05be5a296f60d2fd10fff31cf5c1fa4ca4b1988d \
+    --hash=sha256:974308c58d057a651d182208a484ce80a26dac0caef2895836a92dd6ebd725e0 \
+    --hash=sha256:b8b49776299fece66bffaafe357d929ca9451450f5466e997a7285ab0fe28e3b \
+    --hash=sha256:c957b2b4ea88587b46cf49d1dc17681c1e672864fd7af32fc1e9664d572b3458 \
+    --hash=sha256:e41a86c6c650bcecc6633ee3180d80a025db041a8e2398dcc059b3afa8382cd4 \
+    --hash=sha256:f513588da599943e0cde4e32cc9879e825d58720d6557062d1098c5ad80080e1 \
+    --hash=sha256:fba8a281e570adafb79f7755ac8721b6cf1bbf691186a287e990c7929c7692ff
+    # via -r requirements.in
+click==8.1.3 \
+    --hash=sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e \
+    --hash=sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48
+    # via black
+flake8==5.0.4 \
+    --hash=sha256:6fbe320aad8d6b95cec8b8e47bc933004678dc63095be98528b7bdd2a9f510db \
+    --hash=sha256:7a1cf6b73744f5806ab95e526f6f0d8c01c66d7bbe349562d22dfca20610b248
+    # via -r requirements.in
+iniconfig==1.1.1 \
+    --hash=sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3 \
+    --hash=sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32
+    # via pytest
+isort==5.10.1 \
+    --hash=sha256:6f62d78e2f89b4500b080fe3a81690850cd254227f27f75c3a0c491a1f351ba7 \
+    --hash=sha256:e8443a5e7a020e9d7f97f1d7d9cd17c88bcb3bc7e218bf9cf5095fe550be2951
+    # via -r requirements.in
+maturin==0.13.7 \
+    --hash=sha256:0b6ac1219a809155057fd1f358f7ece03c3abd2e2991832ce5146825a9fa4160 \
+    --hash=sha256:3137876c338eb7e551ba44a609b5f02d02454d1b3a8677ad6bf2121c5a92b2b7 \
+    --hash=sha256:3c36f429adc3a8af8de9838399750742a86053f0031a953b48ee92932120dc0c \
+    --hash=sha256:424d53adc9684167cf89829275fe5072331a197de0ac08e7a893f9283c7df213 \
+    --hash=sha256:63586eb286866264ec62d29df6ab955360de6226128f67d14623ffe1a12d4963 \
+    --hash=sha256:794f58d3103449f8cd8ab5f36fd05c31b8d8de3643cd0e3720fd5dc3c328dd5c \
+    --hash=sha256:8c6225e7eba2885a0cd82a6cf898e74bb720796a5744e0450f3b1340d1ca97af \
+    --hash=sha256:a96f1b3ede71c0f76b8c7cfac18a9eec90174bdf434fa9aeff491be9a7ca5179 \
+    --hash=sha256:bb3a2830d64ae6a324571f694475b91111e827bc0ccc60a0c47f4fb596a46bd8 \
+    --hash=sha256:bc58b0266a4c124f9afd69a987ac324ff35c0d963b41073ed64a32f94c226d5a \
+    --hash=sha256:c0a77aa0c57f945649ca711c806203a1b6888ad49c2b8b85196ffdcf0421db77 \
+    --hash=sha256:f50d62aca567fdbbb929771794f3c5c78048ef0efa4af7d83ed472a8b8d26454
+    # via -r requirements.in
+mccabe==0.7.0 \
+    --hash=sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325 \
+    --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
+    # via flake8
+mypy==0.982 \
+    --hash=sha256:1021c241e8b6e1ca5a47e4d52601274ac078a89845cfde66c6d5f769819ffa1d \
+    --hash=sha256:14d53cdd4cf93765aa747a7399f0961a365bcddf7855d9cef6306fa41de01c24 \
+    --hash=sha256:175f292f649a3af7082fe36620369ffc4661a71005aa9f8297ea473df5772046 \
+    --hash=sha256:26ae64555d480ad4b32a267d10cab7aec92ff44de35a7cd95b2b7cb8e64ebe3e \
+    --hash=sha256:41fd1cf9bc0e1c19b9af13a6580ccb66c381a5ee2cf63ee5ebab747a4badeba3 \
+    --hash=sha256:5085e6f442003fa915aeb0a46d4da58128da69325d8213b4b35cc7054090aed5 \
+    --hash=sha256:58f27ebafe726a8e5ccb58d896451dd9a662a511a3188ff6a8a6a919142ecc20 \
+    --hash=sha256:6389af3e204975d6658de4fb8ac16f58c14e1bacc6142fee86d1b5b26aa52bda \
+    --hash=sha256:724d36be56444f569c20a629d1d4ee0cb0ad666078d59bb84f8f887952511ca1 \
+    --hash=sha256:75838c649290d83a2b83a88288c1eb60fe7a05b36d46cbea9d22efc790002146 \
+    --hash=sha256:7b35ce03a289480d6544aac85fa3674f493f323d80ea7226410ed065cd46f206 \
+    --hash=sha256:85f7a343542dc8b1ed0a888cdd34dca56462654ef23aa673907305b260b3d746 \
+    --hash=sha256:86ebe67adf4d021b28c3f547da6aa2cce660b57f0432617af2cca932d4d378a6 \
+    --hash=sha256:8ee8c2472e96beb1045e9081de8e92f295b89ac10c4109afdf3a23ad6e644f3e \
+    --hash=sha256:91781eff1f3f2607519c8b0e8518aad8498af1419e8442d5d0afb108059881fc \
+    --hash=sha256:a692a8e7d07abe5f4b2dd32d731812a0175626a90a223d4b58f10f458747dd8a \
+    --hash=sha256:a705a93670c8b74769496280d2fe6cd59961506c64f329bb179970ff1d24f9f8 \
+    --hash=sha256:c6e564f035d25c99fd2b863e13049744d96bd1947e3d3d2f16f5828864506763 \
+    --hash=sha256:cebca7fd333f90b61b3ef7f217ff75ce2e287482206ef4a8b18f32b49927b1a2 \
+    --hash=sha256:d6af646bd46f10d53834a8e8983e130e47d8ab2d4b7a97363e35b24e1d588947 \
+    --hash=sha256:e7aeaa763c7ab86d5b66ff27f68493d672e44c8099af636d433a7f3fa5596d40 \
+    --hash=sha256:eaa97b9ddd1dd9901a22a879491dbb951b5dec75c3b90032e2baa7336777363b \
+    --hash=sha256:eb7a068e503be3543c4bd329c994103874fa543c1727ba5288393c21d912d795 \
+    --hash=sha256:f793e3dd95e166b66d50e7b63e69e58e88643d80a3dcc3bcd81368e0478b089c
+    # via -r requirements.in
+mypy-extensions==0.4.3 \
+    --hash=sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d \
+    --hash=sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8
+    # via
+    #   black
+    #   mypy
+numpy==1.23.4 \
+    --hash=sha256:0fe563fc8ed9dc4474cbf70742673fc4391d70f4363f917599a7fa99f042d5a8 \
+    --hash=sha256:12ac457b63ec8ded85d85c1e17d85efd3c2b0967ca39560b307a35a6703a4735 \
+    --hash=sha256:2341f4ab6dba0834b685cce16dad5f9b6606ea8a00e6da154f5dbded70fdc4dd \
+    --hash=sha256:296d17aed51161dbad3c67ed6d164e51fcd18dbcd5dd4f9d0a9c6055dce30810 \
+    --hash=sha256:488a66cb667359534bc70028d653ba1cf307bae88eab5929cd707c761ff037db \
+    --hash=sha256:4d52914c88b4930dafb6c48ba5115a96cbab40f45740239d9f4159c4ba779962 \
+    --hash=sha256:5e13030f8793e9ee42f9c7d5777465a560eb78fa7e11b1c053427f2ccab90c79 \
+    --hash=sha256:61be02e3bf810b60ab74e81d6d0d36246dbfb644a462458bb53b595791251911 \
+    --hash=sha256:7607b598217745cc40f751da38ffd03512d33ec06f3523fb0b5f82e09f6f676d \
+    --hash=sha256:7a70a7d3ce4c0e9284e92285cba91a4a3f5214d87ee0e95928f3614a256a1488 \
+    --hash=sha256:7ab46e4e7ec63c8a5e6dbf5c1b9e1c92ba23a7ebecc86c336cb7bf3bd2fb10e5 \
+    --hash=sha256:8981d9b5619569899666170c7c9748920f4a5005bf79c72c07d08c8a035757b0 \
+    --hash=sha256:8c053d7557a8f022ec823196d242464b6955a7e7e5015b719e76003f63f82d0f \
+    --hash=sha256:926db372bc4ac1edf81cfb6c59e2a881606b409ddc0d0920b988174b2e2a767f \
+    --hash=sha256:95d79ada05005f6f4f337d3bb9de8a7774f259341c70bc88047a1f7b96a4bcb2 \
+    --hash=sha256:95de7dc7dc47a312f6feddd3da2500826defdccbc41608d0031276a24181a2c0 \
+    --hash=sha256:a0882323e0ca4245eb0a3d0a74f88ce581cc33aedcfa396e415e5bba7bf05f68 \
+    --hash=sha256:a8365b942f9c1a7d0f0dc974747d99dd0a0cdfc5949a33119caf05cb314682d3 \
+    --hash=sha256:a8aae2fb3180940011b4862b2dd3756616841c53db9734b27bb93813cd79fce6 \
+    --hash=sha256:c237129f0e732885c9a6076a537e974160482eab8f10db6292e92154d4c67d71 \
+    --hash=sha256:c67b833dbccefe97cdd3f52798d430b9d3430396af7cdb2a0c32954c3ef73894 \
+    --hash=sha256:ce03305dd694c4873b9429274fd41fc7eb4e0e4dea07e0af97a933b079a5814f \
+    --hash=sha256:d331afac87c92373826af83d2b2b435f57b17a5c74e6268b79355b970626e329 \
+    --hash=sha256:dada341ebb79619fe00a291185bba370c9803b1e1d7051610e01ed809ef3a4ba \
+    --hash=sha256:ed2cc92af0efad20198638c69bb0fc2870a58dabfba6eb722c933b48556c686c \
+    --hash=sha256:f260da502d7441a45695199b4e7fd8ca87db659ba1c78f2bbf31f934fe76ae0e \
+    --hash=sha256:f2f390aa4da44454db40a1f0201401f9036e8d578a25f01a6e237cea238337ef \
+    --hash=sha256:f76025acc8e2114bb664294a07ede0727aa75d63a06d2fae96bf29a81747e4a7
+    # via
+    #   -r requirements.in
+    #   pyarrow
+packaging==21.3 \
+    --hash=sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb \
+    --hash=sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522
+    # via pytest
+pathspec==0.10.1 \
+    --hash=sha256:46846318467efc4556ccfd27816e004270a9eeeeb4d062ce5e6fc7a87c573f93 \
+    --hash=sha256:7ace6161b621d31e7902eb6b5ae148d12cfd23f4a249b9ffb6b9fee12084323d
+    # via black
+platformdirs==2.5.2 \
+    --hash=sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788 \
+    --hash=sha256:58c8abb07dcb441e6ee4b11d8df0ac856038f944ab98b7be6b27b2a3c7feef19
+    # via black
+pluggy==1.0.0 \
+    --hash=sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159 \
+    --hash=sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3
+    # via pytest
+pyarrow==10.0.0 \
+    --hash=sha256:10e031794d019425d34406edffe7e32157359e9455f9edb97a1732f8dabf802f \
+    --hash=sha256:25f51dca780fc22cfd7ac30f6bdfe70eb99145aee9acfda987f2c49955d66ed9 \
+    --hash=sha256:2d326a9d47ac237d81b8c4337e9d30a0b361835b536fc7ea53991455ce761fbd \
+    --hash=sha256:3d2694f08c8d4482d14e3798ff036dbd81ae6b1c47948f52515e1aa90fbec3f0 \
+    --hash=sha256:4051664d354b14939b5da35cfa77821ade594bc1cf56dd2032b3068c96697d74 \
+    --hash=sha256:511735040b83f2993f78d7fb615e7b88253d75f41500e87e587c40156ff88120 \
+    --hash=sha256:65d4a312f3ced318423704355acaccc7f7bdfe242472e59bdd54aa0f8837adf8 \
+    --hash=sha256:68ccb82c04c0f7abf7a95541d5e9d9d94290fc66a2d36d3f6ea0777f40c15654 \
+    --hash=sha256:69b8a1fd99201178799b02f18498633847109b701856ec762f314352a431b7d0 \
+    --hash=sha256:758284e1ebd3f2a9abb30544bfec28d151a398bb7c0f2578cbca5ee5b000364a \
+    --hash=sha256:7be7f42f713068293308c989a4a3a2de03b70199bdbe753901c6595ff8640c64 \
+    --hash=sha256:7ce026274cd5d9934cd3694e89edecde4e036018bbc6cb735fd33b9e967e7d47 \
+    --hash=sha256:7e6b837cc44cd62a0e280c8fc4de94ebce503d6d1190e6e94157ab49a8bea67b \
+    --hash=sha256:b153b05765393557716e3729cf988442b3ae4f5567364ded40d58c07feed27c2 \
+    --hash=sha256:b3e3148468d3eed3779d68241f1d13ed4ee7cca4c6dbc7c07e5062b93ad4da33 \
+    --hash=sha256:b45f969ed924282e9d4ede38f3430630d809c36dbff65452cabce03141943d28 \
+    --hash=sha256:b9f63ceb8346aac0bcb487fafe9faca642ad448ca649fcf66a027c6e120cbc12 \
+    --hash=sha256:c79300e1a3e23f2bf4defcf0d70ff5ea25ef6ebf6f121d8670ee14bb662bb7ca \
+    --hash=sha256:d45a59e2f47826544c0ca70bc0f7ed8ffa5ad23f93b0458230c7e983bcad1acf \
+    --hash=sha256:e4c6da9f9e1ff96781ee1478f7cc0860e66c23584887b8e297c4b9905c3c9066 \
+    --hash=sha256:f329951d56b3b943c353f7b27c894e02367a7efbb9fef7979c6b24e02dbfcf55 \
+    --hash=sha256:f76157d9579571c865860e5fd004537c03e21139db76692d96fd8a186adab1f2
+    # via -r requirements.in
+pycodestyle==2.9.1 \
+    --hash=sha256:2c9607871d58c76354b697b42f5d57e1ada7d261c261efac224b664affdc5785 \
+    --hash=sha256:d1735fc58b418fd7c5f658d28d943854f8a849b01a5d0a1e6f3f3fdd0166804b
+    # via flake8
+pyflakes==2.5.0 \
+    --hash=sha256:4579f67d887f804e67edb544428f264b7b24f435b263c4614f384135cea553d2 \
+    --hash=sha256:491feb020dca48ccc562a8c0cbe8df07ee13078df59813b83959cbdada312ea3
+    # via flake8
+pyparsing==3.0.9 \
+    --hash=sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb \
+    --hash=sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc
+    # via packaging
+pytest==7.2.0 \
+    --hash=sha256:892f933d339f068883b6fd5a459f03d85bfcb355e4981e146d2c7616c21fef71 \
+    --hash=sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59
+    # via -r requirements.in
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
+    --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
+    # via -r requirements.in
+typing-extensions==4.4.0 \
+    --hash=sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa \
+    --hash=sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e
+    # via mypy
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 0cdaa93..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,283 +0,0 @@
-#
-# This file is autogenerated by pip-compile with python 3.10
-# To update, run:
-#
-#    pip-compile --generate-hashes
-#
-attrs==21.2.0 \
-    --hash=sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1 \
-    --hash=sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb
-    # via pytest
-black==21.9b0 \
-    --hash=sha256:380f1b5da05e5a1429225676655dddb96f5ae8c75bdf91e53d798871b902a115 \
-    --hash=sha256:7de4cfc7eb6b710de325712d40125689101d21d25283eed7e9998722cf10eb91
-    # via -r requirements.in
-click==8.0.3 \
-    --hash=sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3 \
-    --hash=sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b
-    # via black
-flake8==4.0.1 \
-    --hash=sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d \
-    --hash=sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d
-    # via -r requirements.in
-iniconfig==1.1.1 \
-    --hash=sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3 \
-    --hash=sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32
-    # via pytest
-isort==5.9.3 \
-    --hash=sha256:9c2ea1e62d871267b78307fe511c0838ba0da28698c5732d54e2790bf3ba9899 \
-    --hash=sha256:e17d6e2b81095c9db0a03a8025a957f334d6ea30b26f9ec70805411e5c7c81f2
-    # via -r requirements.in
-maturin==0.13.1 \
-    --hash=sha256:3c7890ee95973e474440e41f366aa906a96caa61b8ecfab7e9913beb0d76a73b \
-    --hash=sha256:501ad926d3b6f8b4c8cf2c3513616f72b77a060548dea9d6a7aef1245202e429 \
-    --hash=sha256:7a60f5c1040985ef56b254f2c32f71dbf4ac11db0cc7cf80f0aeca6bd24cf324 \
-    --hash=sha256:89a475f9a9ad1072ce0e0525699787a9c3186c5850ba4e1b23fb2fa10586d1c2 \
-    --hash=sha256:a3aa3be37cff22b4309f1984f07b782d28b39e60dcb381b1b29f938e5fd2ed56 \
-    --hash=sha256:aef6e00e9eb4bdcbd10fda01247f3503354ae9b599b46bd4e55a14ea45b40915 \
-    --hash=sha256:b687d45b43b5292b141a06414cb6ac352f5df5eb74adad9b489d91912ae4eeca \
-    --hash=sha256:b68b15ffc5072b3a24f5c4147cdf391410475e005bd77b874af4b43816bc5afa \
-    --hash=sha256:c1927dbb9d1137e169beb06899a19fe5acd03bcd831d9a2cc008ffcfd854cb6e \
-    --hash=sha256:c36d5762e9d73eef3ca899225d2c8ad8373d9202908cbf598a295def952c98f6 \
-    --hash=sha256:d6086970da37bd8a0d06eb9c31197c25fbb4c82257b9a385786ce54e8b05071d \
-    --hash=sha256:e156b0a358133ad6fd75abc4ddd424c193564b05eb2f6f2ecbccc827c3d4cffe
-    # via -r requirements.in
-mccabe==0.6.1 \
-    --hash=sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42 \
-    --hash=sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f
-    # via flake8
-mypy==0.910 \
-    --hash=sha256:088cd9c7904b4ad80bec811053272986611b84221835e079be5bcad029e79dd9 \
-    --hash=sha256:0aadfb2d3935988ec3815952e44058a3100499f5be5b28c34ac9d79f002a4a9a \
-    --hash=sha256:119bed3832d961f3a880787bf621634ba042cb8dc850a7429f643508eeac97b9 \
-    --hash=sha256:1a85e280d4d217150ce8cb1a6dddffd14e753a4e0c3cf90baabb32cefa41b59e \
-    --hash=sha256:3c4b8ca36877fc75339253721f69603a9c7fdb5d4d5a95a1a1b899d8b86a4de2 \
-    --hash=sha256:3e382b29f8e0ccf19a2df2b29a167591245df90c0b5a2542249873b5c1d78212 \
-    --hash=sha256:42c266ced41b65ed40a282c575705325fa7991af370036d3f134518336636f5b \
-    --hash=sha256:53fd2eb27a8ee2892614370896956af2ff61254c275aaee4c230ae771cadd885 \
-    --hash=sha256:704098302473cb31a218f1775a873b376b30b4c18229421e9e9dc8916fd16150 \
-    --hash=sha256:7df1ead20c81371ccd6091fa3e2878559b5c4d4caadaf1a484cf88d93ca06703 \
-    --hash=sha256:866c41f28cee548475f146aa4d39a51cf3b6a84246969f3759cb3e9c742fc072 \
-    --hash=sha256:a155d80ea6cee511a3694b108c4494a39f42de11ee4e61e72bc424c490e46457 \
-    --hash=sha256:adaeee09bfde366d2c13fe6093a7df5df83c9a2ba98638c7d76b010694db760e \
-    --hash=sha256:b6fb13123aeef4a3abbcfd7e71773ff3ff1526a7d3dc538f3929a49b42be03f0 \
-    --hash=sha256:b94e4b785e304a04ea0828759172a15add27088520dc7e49ceade7834275bedb \
-    --hash=sha256:c0df2d30ed496a08de5daed2a9ea807d07c21ae0ab23acf541ab88c24b26ab97 \
-    --hash=sha256:c6c2602dffb74867498f86e6129fd52a2770c48b7cd3ece77ada4fa38f94eba8 \
-    --hash=sha256:ceb6e0a6e27fb364fb3853389607cf7eb3a126ad335790fa1e14ed02fba50811 \
-    --hash=sha256:d9dd839eb0dc1bbe866a288ba3c1afc33a202015d2ad83b31e875b5905a079b6 \
-    --hash=sha256:e4dab234478e3bd3ce83bac4193b2ecd9cf94e720ddd95ce69840273bf44f6de \
-    --hash=sha256:ec4e0cd079db280b6bdabdc807047ff3e199f334050db5cbb91ba3e959a67504 \
-    --hash=sha256:ecd2c3fe726758037234c93df7e98deb257fd15c24c9180dacf1ef829da5f921 \
-    --hash=sha256:ef565033fa5a958e62796867b1df10c40263ea9ded87164d67572834e57a174d
-    # via -r requirements.in
-mypy-extensions==0.4.3 \
-    --hash=sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d \
-    --hash=sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8
-    # via
-    #   black
-    #   mypy
-numpy==1.21.3 \
-    --hash=sha256:043e83bfc274649c82a6f09836943e4a4aebe5e33656271c7dbf9621dd58b8ec \
-    --hash=sha256:160ccc1bed3a8371bf0d760971f09bfe80a3e18646620e9ded0ad159d9749baa \
-    --hash=sha256:188031f833bbb623637e66006cf75e933e00e7231f67e2b45cf8189612bb5dc3 \
-    --hash=sha256:28f15209fb535dd4c504a7762d3bc440779b0e37d50ed810ced209e5cea60d96 \
-    --hash=sha256:29fb3dcd0468b7715f8ce2c0c2d9bbbaf5ae686334951343a41bd8d155c6ea27 \
-    --hash=sha256:2a6ee9620061b2a722749b391c0d80a0e2ae97290f1b32e28d5a362e21941ee4 \
-    --hash=sha256:300321e3985c968e3ae7fbda187237b225f3ffe6528395a5b7a5407f73cf093e \
-    --hash=sha256:32437f0b275c1d09d9c3add782516413e98cd7c09e6baf4715cbce781fc29912 \
-    --hash=sha256:3c09418a14471c7ae69ba682e2428cae5b4420a766659605566c0fa6987f6b7e \
-    --hash=sha256:49c6249260890e05b8111ebfc391ed58b3cb4b33e63197b2ec7f776e45330721 \
-    --hash=sha256:4cc9b512e9fb590797474f58b7f6d1f1b654b3a94f4fa8558b48ca8b3cfc97cf \
-    --hash=sha256:508b0b513fa1266875524ba8a9ecc27b02ad771fe1704a16314dc1a816a68737 \
-    --hash=sha256:50cd26b0cf6664cb3b3dd161ba0a09c9c1343db064e7c69f9f8b551f5104d654 \
-    --hash=sha256:5c4193f70f8069550a1788bd0cd3268ab7d3a2b70583dfe3b2e7f421e9aace06 \
-    --hash=sha256:5dfe9d6a4c39b8b6edd7990091fea4f852888e41919d0e6722fe78dd421db0eb \
-    --hash=sha256:63571bb7897a584ca3249c86dd01c10bcb5fe4296e3568b2e9c1a55356b6410e \
-    --hash=sha256:75621882d2230ab77fb6a03d4cbccd2038511491076e7964ef87306623aa5272 \
-    --hash=sha256:75eb7cadc8da49302f5b659d40ba4f6d94d5045fbd9569c9d058e77b0514c9e4 \
-    --hash=sha256:88a5d6b268e9ad18f3533e184744acdaa2e913b13148160b1152300c949bbb5f \
-    --hash=sha256:8a10968963640e75cc0193e1847616ab4c718e83b6938ae74dea44953950f6b7 \
-    --hash=sha256:90bec6a86b348b4559b6482e2b684db4a9a7eed1fa054b86115a48d58fbbf62a \
-    --hash=sha256:98339aa9911853f131de11010f6dd94c8cec254d3d1f7261528c3b3e3219f139 \
-    --hash=sha256:a99a6b067e5190ac6d12005a4d85aa6227c5606fa93211f86b1dafb16233e57d \
-    --hash=sha256:bffa2eee3b87376cc6b31eee36d05349571c236d1de1175b804b348dc0941e3f \
-    --hash=sha256:c6c2d535a7beb1f8790aaa98fd089ceab2e3dd7ca48aca0af7dc60e6ef93ffe1 \
-    --hash=sha256:cc14e7519fab2a4ed87d31f99c31a3796e4e1fe63a86ebdd1c5a1ea78ebd5896 \
-    --hash=sha256:dd0482f3fc547f1b1b5d6a8b8e08f63fdc250c58ce688dedd8851e6e26cff0f3 \
-    --hash=sha256:dde972a1e11bb7b702ed0e447953e7617723760f420decb97305e66fb4afc54f \
-    --hash=sha256:e54af82d68ef8255535a6cdb353f55d6b8cf418a83e2be3569243787a4f4866f \
-    --hash=sha256:e606e6316911471c8d9b4618e082635cfe98876007556e89ce03d52ff5e8fcf0 \
-    --hash=sha256:f41b018f126aac18583956c54544db437f25c7ee4794bcb23eb38bef8e5e192a \
-    --hash=sha256:f8f4625536926a155b80ad2bbff44f8cc59e9f2ad14cdda7acf4c135b4dc8ff2 \
-    --hash=sha256:fe52dbe47d9deb69b05084abd4b0df7abb39a3c51957c09f635520abd49b29dd
-    # via
-    #   -r requirements.in
-    #   pandas
-    #   pyarrow
-packaging==21.0 \
-    --hash=sha256:7dc96269f53a4ccec5c0670940a4281106dd0bb343f47b7471f779df49c2fbe7 \
-    --hash=sha256:c86254f9220d55e31cc94d69bade760f0847da8000def4dfe1c6b872fd14ff14
-    # via pytest
-pandas==1.3.4 \
-    --hash=sha256:003ba92db58b71a5f8add604a17a059f3068ef4e8c0c365b088468d0d64935fd \
-    --hash=sha256:10e10a2527db79af6e830c3d5842a4d60383b162885270f8cffc15abca4ba4a9 \
-    --hash=sha256:22808afb8f96e2269dcc5b846decacb2f526dd0b47baebc63d913bf847317c8f \
-    --hash=sha256:2d1dc09c0013d8faa7474574d61b575f9af6257ab95c93dcf33a14fd8d2c1bab \
-    --hash=sha256:35c77609acd2e4d517da41bae0c11c70d31c87aae8dd1aabd2670906c6d2c143 \
-    --hash=sha256:372d72a3d8a5f2dbaf566a5fa5fa7f230842ac80f29a931fb4b071502cf86b9a \
-    --hash=sha256:42493f8ae67918bf129869abea8204df899902287a7f5eaf596c8e54e0ac7ff4 \
-    --hash=sha256:5298a733e5bfbb761181fd4672c36d0c627320eb999c59c65156c6a90c7e1b4f \
-    --hash=sha256:5ba0aac1397e1d7b654fccf263a4798a9e84ef749866060d19e577e927d66e1b \
-    --hash=sha256:a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc \
-    --hash=sha256:a388960f979665b447f0847626e40f99af8cf191bce9dc571d716433130cb3a7 \
-    --hash=sha256:a51528192755f7429c5bcc9e80832c517340317c861318fea9cea081b57c9afd \
-    --hash=sha256:b528e126c13816a4374e56b7b18bfe91f7a7f6576d1aadba5dee6a87a7f479ae \
-    --hash=sha256:c1aa4de4919358c5ef119f6377bc5964b3a7023c23e845d9db7d9016fa0c5b1c \
-    --hash=sha256:c2646458e1dce44df9f71a01dc65f7e8fa4307f29e5c0f2f92c97f47a5bf22f5 \
-    --hash=sha256:d47750cf07dee6b55d8423471be70d627314277976ff2edd1381f02d52dbadf9 \
-    --hash=sha256:d99d2350adb7b6c3f7f8f0e5dfb7d34ff8dd4bc0a53e62c445b7e43e163fce63 \
-    --hash=sha256:dd324f8ee05925ee85de0ea3f0d66e1362e8c80799eb4eb04927d32335a3e44a \
-    --hash=sha256:eaca36a80acaacb8183930e2e5ad7f71539a66805d6204ea88736570b2876a7b \
-    --hash=sha256:f567e972dce3bbc3a8076e0b675273b4a9e8576ac629149cf8286ee13c259ae5 \
-    --hash=sha256:fe48e4925455c964db914b958f6e7032d285848b7538a5e1b19aeb26ffaea3ec
-    # via -r requirements.in
-pathspec==0.9.0 \
-    --hash=sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a \
-    --hash=sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1
-    # via black
-platformdirs==2.4.0 \
-    --hash=sha256:367a5e80b3d04d2428ffa76d33f124cf11e8fff2acdaa9b43d545f5c7d661ef2 \
-    --hash=sha256:8868bbe3c3c80d42f20156f22e7131d2fb321f5bc86a2a345375c6481a67021d
-    # via black
-pluggy==1.0.0 \
-    --hash=sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159 \
-    --hash=sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3
-    # via pytest
-py==1.10.0 \
-    --hash=sha256:21b81bda15b66ef5e1a777a21c4dcd9c20ad3efd0b3f817e7a809035269e1bd3 \
-    --hash=sha256:3b80836aa6d1feeaa108e046da6423ab8f6ceda6468545ae8d02d9d58d18818a
-    # via pytest
-pyarrow==6.0.0 \
-    --hash=sha256:004185e0babc6f3c3fba6ba4f106e406a0113d0f82bb9ad9a8571a1978c45d04 \
-    --hash=sha256:0204e80777ab8f4e9abd3a765a8ec07ed1e3c4630bacda50d2ce212ef0f3826f \
-    --hash=sha256:072c1a0fca4509eefd7d018b78542fb7e5c63aaf5698f1c0a6e45628ae17ba44 \
-    --hash=sha256:15dc0d673d3f865ca63c877bd7a2eced70b0a08969fb733a28247134b8a1f18b \
-    --hash=sha256:1c38263ea438a1666b13372e7565450cfeec32dbcd1c2595749476a58465eaec \
-    --hash=sha256:281ce5fa03621d786a9beb514abb09846db7f0221b50eabf543caa24037eaacd \
-    --hash=sha256:2d2c681659396c745e4f1988d5dd41dcc3ad557bb8d4a8c2e44030edafc08a91 \
-    --hash=sha256:376c4b5f248ae63df21fe15c194e9013753164be2d38f4b3fb8bde63ac5a1958 \
-    --hash=sha256:465f87fa0be0b2928b2beeba22b5813a0203fb05d90fd8563eea48e08ecc030e \
-    --hash=sha256:477c746ef42c039348a288584800e299456c80c5691401bb9b19aa9c02a427b7 \
-    --hash=sha256:5144bd9db2920c7cb566c96462d62443cc239104f94771d110f74393f2fb42a2 \
-    --hash=sha256:5408fa8d623e66a0445f3fb0e4027fd219bf99bfb57422d543d7b7876e2c5b55 \
-    --hash=sha256:5be62679201c441356d3f2a739895dcc8d4d299f2a6eabcd2163bfb6a898abba \
-    --hash=sha256:5c666bc6a1cebf01206e2dc1ab05f25f39f35d3a499e0ef5cd635225e07306ca \
-    --hash=sha256:6163d82cca7541774b00503c295fe86a1722820eddb958b57f091bb6f5b0a6db \
-    --hash=sha256:6a1d9a2f4ee812ed0bd4182cabef99ea914ac297274f0de086f2488093d284ef \
-    --hash=sha256:7a683f71b848eb6310b4ec48c0def55dac839e9994c1ac874c9b2d3d5625def1 \
-    --hash=sha256:82fe80309e01acf29e3943a1f6d3c98ec109fe1d356bc1ac37d639bcaadcf684 \
-    --hash=sha256:8c23f8cdecd3d9e49f9b0f9a651ae5549d1d32fd4901fb1bdc2d327edfba844f \
-    --hash=sha256:8d41dfb09ba9236cca6245f33088eb42f3c54023da281139241e0f9f3b4b754e \
-    --hash=sha256:a19e58dfb04e451cd8b7bdec3ac8848373b95dfc53492c9a69789aa9074a3c1b \
-    --hash=sha256:a50d2f77b86af38ceabf45617208b9105d20e7a5eebc584e7c8c0acededd82ce \
-    --hash=sha256:a5bed4f948c032c40597302e9bdfa65f62295240306976ecbe43a54924c6f94f \
-    --hash=sha256:ac941a147d14993987cc8b605b721735a34b3e54d167302501fb4db1ad7382c7 \
-    --hash=sha256:b86d175262db1eb46afdceb36d459409eb6f8e532d3dec162f8bf572c7f57623 \
-    --hash=sha256:bf3400780c4d3c9cb43b1e8a1aaf2e1b7199a0572d0a645529d2784e4d0d8497 \
-    --hash=sha256:c7a6e7e0bf8779e9c3428ced85507541f3da9a0675e2f4781d4eb2c7042cbf81 \
-    --hash=sha256:cc1d4a70efd583befe92d4ea6f74ed2e0aa31ccdde767cd5cae8e77c65a1c2d4 \
-    --hash=sha256:d046dc78a9337baa6415be915c5a16222505233e238a1017f368243c89817eea \
-    --hash=sha256:da7860688c33ca88ac05f1a487d32d96d9caa091412496c35f3d1d832145675a \
-    --hash=sha256:ddf2e6e3b321adaaf716f2d5af8e92d205a9671e0cb7c0779710a567fd1dd580 \
-    --hash=sha256:e81508239a71943759cee272ce625ae208092dd36ef2c6713fccee30bbcf52bb \
-    --hash=sha256:ea64a48a85c631eb2a0ea13ccdec5143c85b5897836b16331ee4289d27a57247 \
-    --hash=sha256:ed0be080cf595ea15ff1c9ff4097bbf1fcc4b50847d98c0a3c0412fbc6ede7e9 \
-    --hash=sha256:fb701ec4a94b92102606d4e88f0b8eba34f09a5ad8e014eaa4af76f42b7f62ae \
-    --hash=sha256:fbda7595f24a639bcef3419ecfac17216efacb09f7b0f1b4c4c97f900d65ca0e
-    # via -r requirements.in
-pycodestyle==2.8.0 \
-    --hash=sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20 \
-    --hash=sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f
-    # via flake8
-pyflakes==2.4.0 \
-    --hash=sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c \
-    --hash=sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e
-    # via flake8
-pyparsing==3.0.3 \
-    --hash=sha256:9e3511118010f112a4b4b435ae50e1eaa610cda191acb9e421d60cf5fde83455 \
-    --hash=sha256:f8d3fe9fc404576c5164f0f0c4e382c96b85265e023c409c43d48f65da9d60d0
-    # via packaging
-pytest==6.2.5 \
-    --hash=sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89 \
-    --hash=sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134
-    # via -r requirements.in
-python-dateutil==2.8.2 \
-    --hash=sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86 \
-    --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-    # via pandas
-pytz==2021.3 \
-    --hash=sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c \
-    --hash=sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326
-    # via pandas
-regex==2021.10.23 \
-    --hash=sha256:0c186691a7995ef1db61205e00545bf161fb7b59cdb8c1201c89b333141c438a \
-    --hash=sha256:0dcc0e71118be8c69252c207630faf13ca5e1b8583d57012aae191e7d6d28b84 \
-    --hash=sha256:0f7552429dd39f70057ac5d0e897e5bfe211629652399a21671e53f2a9693a4e \
-    --hash=sha256:129472cd06062fb13e7b4670a102951a3e655e9b91634432cfbdb7810af9d710 \
-    --hash=sha256:13ec99df95003f56edcd307db44f06fbeb708c4ccdcf940478067dd62353181e \
-    --hash=sha256:1f2b59c28afc53973d22e7bc18428721ee8ca6079becf1b36571c42627321c65 \
-    --hash=sha256:2b20f544cbbeffe171911f6ce90388ad36fe3fad26b7c7a35d4762817e9ea69c \
-    --hash=sha256:2fb698037c35109d3c2e30f2beb499e5ebae6e4bb8ff2e60c50b9a805a716f79 \
-    --hash=sha256:34d870f9f27f2161709054d73646fc9aca49480617a65533fc2b4611c518e455 \
-    --hash=sha256:391703a2abf8013d95bae39145d26b4e21531ab82e22f26cd3a181ee2644c234 \
-    --hash=sha256:450dc27483548214314640c89a0f275dbc557968ed088da40bde7ef8fb52829e \
-    --hash=sha256:45b65d6a275a478ac2cbd7fdbf7cc93c1982d613de4574b56fd6972ceadb8395 \
-    --hash=sha256:5095a411c8479e715784a0c9236568ae72509450ee2226b649083730f3fadfc6 \
-    --hash=sha256:530fc2bbb3dc1ebb17f70f7b234f90a1dd43b1b489ea38cea7be95fb21cdb5c7 \
-    --hash=sha256:56f0c81c44638dfd0e2367df1a331b4ddf2e771366c4b9c5d9a473de75e3e1c7 \
-    --hash=sha256:5e9c9e0ce92f27cef79e28e877c6b6988c48b16942258f3bc55d39b5f911df4f \
-    --hash=sha256:6d7722136c6ed75caf84e1788df36397efdc5dbadab95e59c2bba82d4d808a4c \
-    --hash=sha256:74d071dbe4b53c602edd87a7476ab23015a991374ddb228d941929ad7c8c922e \
-    --hash=sha256:7b568809dca44cb75c8ebb260844ea98252c8c88396f9d203f5094e50a70355f \
-    --hash=sha256:80bb5d2e92b2258188e7dcae5b188c7bf868eafdf800ea6edd0fbfc029984a88 \
-    --hash=sha256:8d1cdcda6bd16268316d5db1038965acf948f2a6f43acc2e0b1641ceab443623 \
-    --hash=sha256:9f665677e46c5a4d288ece12fdedf4f4204a422bb28ff05f0e6b08b7447796d1 \
-    --hash=sha256:a30513828180264294953cecd942202dfda64e85195ae36c265daf4052af0464 \
-    --hash=sha256:a7a986c45d1099a5de766a15de7bee3840b1e0e1a344430926af08e5297cf666 \
-    --hash=sha256:a940ca7e7189d23da2bfbb38973832813eab6bd83f3bf89a977668c2f813deae \
-    --hash=sha256:ab7c5684ff3538b67df3f93d66bd3369b749087871ae3786e70ef39e601345b0 \
-    --hash=sha256:be04739a27be55631069b348dda0c81d8ea9822b5da10b8019b789e42d1fe452 \
-    --hash=sha256:c0938ddd60cc04e8f1faf7a14a166ac939aac703745bfcd8e8f20322a7373019 \
-    --hash=sha256:cb46b542133999580ffb691baf67410306833ee1e4f58ed06b6a7aaf4e046952 \
-    --hash=sha256:d134757a37d8640f3c0abb41f5e68b7cf66c644f54ef1cb0573b7ea1c63e1509 \
-    --hash=sha256:de557502c3bec8e634246588a94e82f1ee1b9dfcfdc453267c4fb652ff531570 \
-    --hash=sha256:ded0c4a3eee56b57fcb2315e40812b173cafe79d2f992d50015f4387445737fa \
-    --hash=sha256:e1dae12321b31059a1a72aaa0e6ba30156fe7e633355e445451e4021b8e122b6 \
-    --hash=sha256:eb672217f7bd640411cfc69756ce721d00ae600814708d35c930930f18e8029f \
-    --hash=sha256:ee684f139c91e69fe09b8e83d18b4d63bf87d9440c1eb2eeb52ee851883b1b29 \
-    --hash=sha256:f3f9a91d3cc5e5b0ddf1043c0ae5fa4852f18a1c0050318baf5fc7930ecc1f9c
-    # via black
-six==1.16.0 \
-    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
-    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
-    # via python-dateutil
-toml==0.10.2 \
-    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
-    --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
-    # via
-    #   -r requirements.in
-    #   maturin
-    #   mypy
-    #   pytest
-tomli==1.2.2 \
-    --hash=sha256:c6ce0015eb38820eaf32b5db832dbc26deb3dd427bd5f6556cf0acac2c214fee \
-    --hash=sha256:f04066f68f5554911363063a30b108d2b5a5b1a010aa8b6132af78489fe3aade
-    # via black
-typing-extensions==3.10.0.2 \
-    --hash=sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e \
-    --hash=sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7 \
-    --hash=sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34
-    # via
-    #   black
-    #   mypy