From d01f14a5b09f05bcbb723495cfa8f28429159cee Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 Mar 2024 16:37:37 +0000
Subject: [PATCH] chore(deps-dev): bump black from 22.10.0 to 24.3.0

Bumps [black](https://github.com/psf/black) from 22.10.0 to 24.3.0.
- [Release notes](https://github.com/psf/black/releases)
- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)
- [Commits](https://github.com/psf/black/compare/22.10.0...24.3.0)

---
updated-dependencies:
- dependency-name: black
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 poetry.lock    | 2461 +++++++++++++++++++++++-------------------------
 pyproject.toml |    2 +-
 2 files changed, 1187 insertions(+), 1276 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9c83886..aa2e7af 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,100 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
 [[package]]
 name = "aiohttp"
 version = "3.8.3"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
 aiosignal = ">=1.1.2"
@@ -22,9 +112,12 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
+    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -33,17 +126,22 @@ frozenlist = ">=1.1.0"
 name = "antlr4-python3-runtime"
 version = "4.9.3"
 description = "ANTLR 4.9.3 runtime for Python 3.7"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
+]
 
 [[package]]
 name = "astunparse"
 version = "1.6.3"
 description = "An AST unparser for Python"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
+    {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
+]
 
 [package.dependencies]
 six = ">=1.6.1,<2.0"
@@ -53,43 +151,73 @@ wheel = ">=0.23.0,<1.0"
 name = "async-timeout"
 version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
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+]
 
 [[package]]
 name = "attrs"
 version = "22.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
+    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
+]
 
 [package.extras]
 dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
 docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
 tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "black"
-version = "22.10.0"
+version = "24.3.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
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+    {file = "black-24.3.0.tar.gz", hash = "sha256:a0c9c4a0771afc6919578cec71ce82a3e31e054904e7197deacbc9382671c41f"},
+]
 
 [package.dependencies]
 click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -97,36 +225,48 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "certifi"
 version = "2022.9.24"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "certifi-2022.9.24-py3-none-any.whl", hash = "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"},
+    {file = "certifi-2022.9.24.tar.gz", hash = "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14"},
+]
 
 [[package]]
 name = "cfgv"
 version = "3.3.1"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
+files = [
+    {file = "cfgv-3.3.1-py2.py3-none-any.whl", hash = "sha256:c6a0883f3917a037485059700b9e75da2464e6c27051014ad85ba6aaa5884426"},
+    {file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"},
+]
 
 [[package]]
 name = "charset-normalizer"
 version = "2.1.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
+files = [
+    {file = "charset-normalizer-2.1.1.tar.gz", hash = "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845"},
+    {file = "charset_normalizer-2.1.1-py3-none-any.whl", hash = "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"},
+]
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -135,17 +275,73 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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+]
 
 [[package]]
 name = "coverage"
 version = "5.5"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
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+    {file = "coverage-5.5-cp38-cp38-win_amd64.whl", hash = "sha256:2e0d881ad471768bf6e6c2bf905d183543f10098e3b3640fc029509530091502"},
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+    {file = "coverage-5.5-cp39-cp39-manylinux1_i686.whl", hash = "sha256:13c4ee887eca0f4c5a247b75398d4114c37882658300e153113dafb1d76de529"},
+    {file = "coverage-5.5-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:52596d3d0e8bdf3af43db3e9ba8dcdaac724ba7b5ca3f6358529d56f7a166f8b"},
+    {file = "coverage-5.5-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:2cafbbb3af0733db200c9b5f798d18953b1a304d3f86a938367de1567f4b5bff"},
+    {file = "coverage-5.5-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:44d654437b8ddd9eee7d1eaee28b7219bec228520ff809af170488fd2fed3e2b"},
+    {file = "coverage-5.5-cp39-cp39-win32.whl", hash = "sha256:d314ed732c25d29775e84a960c3c60808b682c08d86602ec2c3008e1202e3bb6"},
+    {file = "coverage-5.5-cp39-cp39-win_amd64.whl", hash = "sha256:13034c4409db851670bc9acd836243aeee299949bd5673e11844befcb0149f03"},
+    {file = "coverage-5.5-pp36-none-any.whl", hash = "sha256:f030f8873312a16414c0d8e1a1ddff2d3235655a2174e3648b4fa66b3f2f1079"},
+    {file = "coverage-5.5-pp37-none-any.whl", hash = "sha256:2a3859cb82dcbda1cfd3e6f71c27081d18aa251d20a17d87d26d4cd216fb0af4"},
+    {file = "coverage-5.5.tar.gz", hash = "sha256:ebe78fe9a0e874362175b02371bdfbee64d8edc42a044253ddf4ee7d3c15212c"},
+]
 
 [package.dependencies]
 toml = {version = "*", optional = true, markers = "extra == \"toml\""}
@@ -157,9 +353,12 @@ toml = ["toml"]
 name = "datasets"
 version = "2.7.1"
 description = "HuggingFace community-driven open-source library of datasets"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
+files = [
+    {file = "datasets-2.7.1-py3-none-any.whl", hash = "sha256:3d0d2e860cec7c4e77c40de64533d46853f939b6e2311cba4f483f000afae868"},
+    {file = "datasets-2.7.1.tar.gz", hash = "sha256:1c79a982d9d9c75fbbaea5b177c2b4c56894289b647fa2845ae2ebd8ac638a0f"},
+]
 
 [package.dependencies]
 aiohttp = "*"
@@ -186,7 +385,7 @@ docs = ["s3fs"]
 quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
 s3 = ["boto3", "botocore", "fsspec", "s3fs"]
 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
-tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tensorflow-gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
 tests = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "fsspec[s3]", "jiwer", "langdetect", "librosa", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "nltk", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "spacy (>=3.0.0)", "sqlalchemy", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "typer (<0.5.0)", "zstandard"]
 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
@@ -195,9 +394,12 @@ vision = ["Pillow (>=6.2.1)"]
 name = "dill"
 version = "0.3.6"
 description = "serialize all of python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "dill-0.3.6-py3-none-any.whl", hash = "sha256:a07ffd2351b8c678dfc4a856a3005f8067aea51d6ba6c700796a4d9e280f39f0"},
+    {file = "dill-0.3.6.tar.gz", hash = "sha256:e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373"},
+]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -206,17 +408,23 @@ graph = ["objgraph (>=1.7.2)"]
 name = "distlib"
 version = "0.3.6"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
 
 [[package]]
 name = "docker-pycreds"
 version = "0.4.0"
 description = "Python bindings for the docker credentials store API"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "docker-pycreds-0.4.0.tar.gz", hash = "sha256:6ce3270bcaf404cc4c3e27e4b6c70d3521deae82fb508767870fdbf772d584d4"},
+    {file = "docker_pycreds-0.4.0-py2.py3-none-any.whl", hash = "sha256:7266112468627868005106ec19cd0d722702d2b7d5912a28e19b826c3d37af49"},
+]
 
 [package.dependencies]
 six = ">=1.4.0"
@@ -225,9 +433,12 @@ six = ">=1.4.0"
 name = "exceptiongroup"
 version = "1.0.4"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.0.4-py3-none-any.whl", hash = "sha256:542adf9dea4055530d6e1279602fa5cb11dab2395fa650b8674eaec35fc4a828"},
+    {file = "exceptiongroup-1.0.4.tar.gz", hash = "sha256:bd14967b79cd9bdb54d97323216f8fdf533e278df937aa2a90089e7d6e06e5ec"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -236,9 +447,12 @@ test = ["pytest (>=6)"]
 name = "execnet"
 version = "1.9.0"
 description = "execnet: rapid multi-Python deployment"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "execnet-1.9.0-py2.py3-none-any.whl", hash = "sha256:a295f7cc774947aac58dde7fdc85f4aa00c42adf5d8f5468fc630c1acf30a142"},
+    {file = "execnet-1.9.0.tar.gz", hash = "sha256:8f694f3ba9cc92cab508b152dcfe322153975c29bda272e2fd7f3f00f36e47c5"},
+]
 
 [package.extras]
 testing = ["pre-commit"]
@@ -247,9 +461,12 @@ testing = ["pre-commit"]
 name = "filelock"
 version = "3.8.0"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.8.0-py3-none-any.whl", hash = "sha256:617eb4e5eedc82fc5f47b6d61e4d11cb837c56cb4544e39081099fa17ad109d4"},
+    {file = "filelock-3.8.0.tar.gz", hash = "sha256:55447caa666f2198c5b6b13a26d2084d26fa5b115c00d065664b2124680c4edc"},
+]
 
 [package.extras]
 docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
@@ -259,1181 +476,9 @@ testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pyt
 name = "frozenlist"
 version = "1.3.3"
 description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "fsspec"
-version = "2022.11.0"
-description = "File-system specification"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
-requests = {version = "*", optional = true, markers = "extra == \"http\""}
-
-[package.extras]
-abfs = ["adlfs"]
-adl = ["adlfs"]
-arrow = ["pyarrow (>=1)"]
-dask = ["dask", "distributed"]
-dropbox = ["dropbox", "dropboxdrivefs", "requests"]
-entrypoints = ["importlib-metadata"]
-fuse = ["fusepy"]
-gcs = ["gcsfs"]
-git = ["pygit2"]
-github = ["requests"]
-gs = ["gcsfs"]
-gui = ["panel"]
-hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
-libarchive = ["libarchive-c"]
-oci = ["ocifs"]
-s3 = ["s3fs"]
-sftp = ["paramiko"]
-smb = ["smbprotocol"]
-ssh = ["paramiko"]
-tqdm = ["tqdm"]
-
-[[package]]
-name = "gitdb"
-version = "4.0.10"
-description = "Git Object Database"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-smmap = ">=3.0.1,<6"
-
-[[package]]
-name = "GitPython"
-version = "3.1.29"
-description = "GitPython is a python library used to interact with Git repositories"
-category = "main"
 optional = false
 python-versions = ">=3.7"
-
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-
-[[package]]
-name = "huggingface-hub"
-version = "0.11.0"
-description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
-optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-filelock = "*"
-packaging = ">=20.9"
-pyyaml = ">=5.1"
-requests = "*"
-tqdm = "*"
-typing-extensions = ">=3.7.4.3"
-
-[package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
-cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
-fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy (==0.982)"]
-tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "pytest-env", "soundfile"]
-torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
-
-[[package]]
-name = "hydra-core"
-version = "1.2.0"
-description = "A framework for elegantly configuring complex applications"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-antlr4-python3-runtime = ">=4.9.0,<4.10.0"
-importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
-omegaconf = ">=2.2,<3.0"
-packaging = "*"
-
-[[package]]
-name = "identify"
-version = "2.5.9"
-description = "File identification library for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-license = ["ukkonen"]
-
-[[package]]
-name = "idna"
-version = "3.4"
-description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "importlib-resources"
-version = "5.10.0"
-description = "Read resources from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
-[[package]]
-name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "isort"
-version = "5.10.1"
-description = "A Python utility / library to sort Python imports."
-category = "dev"
-optional = false
-python-versions = ">=3.6.1,<4.0"
-
-[package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-plugins = ["setuptools"]
-requirements_deprecated_finder = ["pip-api", "pipreqs"]
-
-[[package]]
-name = "Jinja2"
-version = "3.1.2"
-description = "A very fast and expressive template engine."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-MarkupSafe = ">=2.0"
-
-[package.extras]
-i18n = ["Babel (>=2.7)"]
-
-[[package]]
-name = "joblib"
-version = "1.2.0"
-description = "Lightweight pipelining with Python functions"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "MarkupSafe"
-version = "2.1.1"
-description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "multidict"
-version = "6.0.2"
-description = "multidict implementation"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "multiprocess"
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-description = "better multiprocessing and multithreading in python"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-dill = ">=0.3.6"
-
-[[package]]
-name = "mypy-extensions"
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-description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "nodeenv"
-version = "1.7.0"
-description = "Node.js virtual environment builder"
-category = "dev"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
-
-[package.dependencies]
-setuptools = "*"
-
-[[package]]
-name = "numpy"
-version = "1.23.5"
-description = "NumPy is the fundamental package for array computing with Python."
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
-[[package]]
-name = "omegaconf"
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-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-antlr4-python3-runtime = ">=4.9.0,<4.10.0"
-PyYAML = ">=5.1.0"
-
-[[package]]
-name = "packaging"
-version = "21.3"
-description = "Core utilities for Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
-
-[[package]]
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-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-numpy = [
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-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
-]
-python-dateutil = ">=2.8.1"
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-
-[package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
-
-[[package]]
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-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "pathtools"
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-description = "File system general utilities"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
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-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-astunparse = {version = "*", markers = "python_version < \"3.9\""}
-Jinja2 = ">=2.11.0"
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-
-[package.extras]
-dev = ["flake8", "hypothesis", "mypy", "pytest", "pytest-cov", "pytest-timeout", "tox"]
-
-[[package]]
-name = "platformdirs"
-version = "2.5.4"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.4)"]
-test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
-
-[[package]]
-name = "pluggy"
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-description = "plugin and hook calling mechanisms for python"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
-
-[[package]]
-name = "pre-commit"
-version = "2.20.0"
-description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-cfgv = ">=2.0.0"
-identify = ">=1.0.0"
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-pyyaml = ">=5.1"
-toml = "*"
-virtualenv = ">=20.0.8"
-
-[[package]]
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-description = "Promises/A+ implementation for Python"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-six = "*"
-
-[package.extras]
-test = ["coveralls", "futures", "mock", "pytest (>=2.7.3)", "pytest-benchmark", "pytest-cov"]
-
-[[package]]
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-description = "Protocol Buffers"
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-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "psutil"
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-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.extras]
-test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
-
-[[package]]
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-description = "library with cross-python path, ini-parsing, io, code, log facilities"
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@@ -1676,15 +906,42 @@ multiprocess = [
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 ]
-mypy-extensions = [
+
+[package.dependencies]
+dill = ">=0.3.6"
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+optional = false
+python-versions = "*"
+files = [
     {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
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 ]
-nodeenv = [
+
+[[package]]
+name = "nodeenv"
+version = "1.7.0"
+description = "Node.js virtual environment builder"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+files = [
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 ]
-numpy = [
+
+[package.dependencies]
+setuptools = "*"
+
+[[package]]
+name = "numpy"
+version = "1.23.5"
+description = "NumPy is the fundamental package for array computing with Python."
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "numpy-1.23.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9c88793f78fca17da0145455f0d7826bcb9f37da4764af27ac945488116efe63"},
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@@ -1714,15 +971,40 @@ numpy = [
     {file = "numpy-1.23.5-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:01dd17cbb340bf0fc23981e52e1d18a9d4050792e8fb8363cecbf066a84b827d"},
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 ]
-omegaconf = [
+
+[[package]]
+name = "omegaconf"
+version = "2.2.3"
+description = "A flexible configuration library"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "omegaconf-2.2.3-py3-none-any.whl", hash = "sha256:d6f2cbf79a992899eb76c6cb1aedfcf0fe7456a8654382edd5ee0c1b199c0657"},
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 ]
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-    {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
+
+[package.dependencies]
+antlr4-python3-runtime = "==4.9.*"
+PyYAML = ">=5.1.0"
+
+[[package]]
+name = "packaging"
+version = "24.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
+    {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
 ]
-pandas = [
+
+[[package]]
+name = "pandas"
+version = "1.5.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "pandas-1.5.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e9dbacd22555c2d47f262ef96bb4e30880e5956169741400af8b306bbb24a273"},
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@@ -1751,32 +1033,130 @@ pandas = [
     {file = "pandas-1.5.2-cp39-cp39-win_amd64.whl", hash = "sha256:c218796d59d5abd8780170c937b812c9637e84c32f8271bbf9845970f8c1351f"},
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 ]
-pathspec = [
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
+[[package]]
+name = "pathspec"
+version = "0.10.2"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "pathspec-0.10.2-py3-none-any.whl", hash = "sha256:88c2606f2c1e818b978540f73ecc908e13999c6c3a383daf3705652ae79807a5"},
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 ]
-pathtools = [
+
+[[package]]
+name = "pathtools"
+version = "0.1.2"
+description = "File system general utilities"
+optional = false
+python-versions = "*"
+files = [
     {file = "pathtools-0.1.2.tar.gz", hash = "sha256:7c35c5421a39bb82e58018febd90e3b6e5db34c5443aaaf742b3f33d4655f1c0"},
 ]
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+
+[[package]]
+name = "pdoc"
+version = "7.4.0"
+description = "API Documentation for Python Projects"
+optional = false
+python-versions = ">=3.7"
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 ]
-platformdirs = [
+
+[package.dependencies]
+astunparse = {version = "*", markers = "python_version < \"3.9\""}
+Jinja2 = ">=2.11.0"
+MarkupSafe = "*"
+pygments = "*"
+
+[package.extras]
+dev = ["flake8", "hypothesis", "mypy", "pytest", "pytest-cov", "pytest-timeout", "tox"]
+
+[[package]]
+name = "platformdirs"
+version = "2.5.4"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.7"
+files = [
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 ]
-pluggy = [
+
+[package.extras]
+docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.4)"]
+test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+
+[[package]]
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+optional = false
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 ]
-pre-commit = [
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "pre-commit"
+version = "2.20.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.7"
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 ]
-promise = [
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+toml = "*"
+virtualenv = ">=20.0.8"
+
+[[package]]
+name = "promise"
+version = "2.3"
+description = "Promises/A+ implementation for Python"
+optional = false
+python-versions = "*"
+files = [
     {file = "promise-2.3.tar.gz", hash = "sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0"},
 ]
-protobuf = [
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["coveralls", "futures", "mock", "pytest (>=2.7.3)", "pytest-benchmark", "pytest-cov"]
+
+[[package]]
+name = "protobuf"
+version = "3.20.0"
+description = "Protocol Buffers"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "protobuf-3.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9d0f3aca8ca51c8b5e204ab92bd8afdb2a8e3df46bd0ce0bd39065d79aabcaa4"},
     {file = "protobuf-3.20.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:001c2160c03b6349c04de39cf1a58e342750da3632f6978a1634a3dcca1ec10e"},
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@@ -1802,7 +1182,14 @@ protobuf = [
     {file = "protobuf-3.20.0-py2.py3-none-any.whl", hash = "sha256:4eda68bd9e2a4879385e6b1ea528c976f59cd9728382005cc54c28bcce8db983"},
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 ]
-psutil = [
+
+[[package]]
+name = "psutil"
+version = "5.9.4"
+description = "Cross-platform lib for process and system monitoring in Python."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "psutil-5.9.4-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:c1ca331af862803a42677c120aff8a814a804e09832f166f226bfd22b56feee8"},
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@@ -1818,11 +1205,28 @@ psutil = [
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     {file = "psutil-5.9.4.tar.gz", hash = "sha256:3d7f9739eb435d4b1338944abe23f49584bde5395f27487d2ee25ad9a8774a62"},
 ]
-py = [
+
+[package.extras]
+test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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 ]
-pyarrow = [
+
+[[package]]
+name = "pyarrow"
+version = "10.0.1"
+description = "Python library for Apache Arrow"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "pyarrow-10.0.1-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:e00174764a8b4e9d8d5909b6d19ee0c217a6cf0232c5682e31fdfbd5a9f0ae52"},
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@@ -1849,39 +1253,133 @@ pyarrow = [
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 ]
-Pygments = [
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "Pygments"
+version = "2.13.0"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.6"
+files = [
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 ]
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-]
-pytest = [
+
+[package.extras]
+plugins = ["importlib-metadata"]
+
+[[package]]
+name = "pytest"
+version = "7.2.0"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.7"
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 ]
-pytest-cov = [
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+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
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+
+[package.extras]
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+
+[[package]]
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+
+[package.extras]
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+
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 ]
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+
+[[package]]
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 ]
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+
+[package.extras]
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+setproctitle = ["setproctitle"]
+testing = ["filelock"]
+
+[[package]]
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+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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 ]
-pytz = [
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2022.6"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
     {file = "pytz-2022.6-py2.py3-none-any.whl", hash = "sha256:222439474e9c98fced559f1709d89e6c9cbf8d79c794ff3eb9f8800064291427"},
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 ]
-PyYAML = [
+
+[[package]]
+name = "PyYAML"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"},
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@@ -1923,11 +1421,29 @@ PyYAML = [
     {file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"},
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 ]
-readme-coverage-badger = [
+
+[[package]]
+name = "readme-coverage-badger"
+version = "0.1.2"
+description = "automatically generates your project's coverage badge using the shields.io service, and then updates your README"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "readme-coverage-badger-0.1.2.tar.gz", hash = "sha256:49651703714afb57e1770ee15deaf7bd1caf49f37795f99079165acdcd3fe0ce"},
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 ]
-regex = [
+
+[package.dependencies]
+colorama = "*"
+coverage = "<6"
+
+[[package]]
+name = "regex"
+version = "2022.10.31"
+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "regex-2022.10.31-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a8ff454ef0bb061e37df03557afda9d785c905dab15584860f982e88be73015f"},
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@@ -2017,15 +1533,53 @@ regex = [
     {file = "regex-2022.10.31-cp39-cp39-win_amd64.whl", hash = "sha256:957403a978e10fb3ca42572a23e6f7badff39aa1ce2f4ade68ee452dc6807692"},
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 ]
-requests = [
+
+[[package]]
+name = "requests"
+version = "2.28.1"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7, <4"
+files = [
     {file = "requests-2.28.1-py3-none-any.whl", hash = "sha256:8fefa2a1a1365bf5520aac41836fbee479da67864514bdb821f31ce07ce65349"},
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 ]
-responses = [
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<3"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<1.27"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "responses"
+version = "0.18.0"
+description = "A utility library for mocking out the `requests` Python library."
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "responses-0.18.0-py3-none-any.whl", hash = "sha256:15c63ad16de13ee8e7182d99c9334f64fd81f1ee79f90748d527c28f7ca9dd51"},
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 ]
-scikit-learn = [
+
+[package.dependencies]
+requests = ">=2.0,<3.0"
+urllib3 = ">=1.25.10"
+
+[package.extras]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"]
+
+[[package]]
+name = "scikit-learn"
+version = "1.1.3"
+description = "A set of python modules for machine learning and data mining"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "scikit-learn-1.1.3.tar.gz", hash = "sha256:bef51978a51ec19977700fe7b86aecea49c825884f3811756b74a3b152bb4e35"},
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@@ -2048,7 +1602,26 @@ scikit-learn = [
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     {file = "scikit_learn-1.1.3-cp39-cp39-win_amd64.whl", hash = "sha256:4d3a19166d4e1cdfcab975c68f471e046ce01e74c42a9a33fa89a14c2fcedf60"},
 ]
-scipy = [
+
+[package.dependencies]
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"]
+
+[[package]]
+name = "scipy"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "scipy-1.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1884b66a54887e21addf9c16fb588720a8309a57b2e258ae1c7986d4444d3bc0"},
     {file = "scipy-1.9.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:83b89e9586c62e787f5012e8475fbb12185bafb996a03257e9675cd73d3736dd"},
     {file = "scipy-1.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a72d885fa44247f92743fc20732ae55564ff2a519e8302fb7e18717c5355a8b"},
@@ -2071,7 +1644,22 @@ scipy = [
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 ]
-sentencepiece = [
+
+[package.dependencies]
+numpy = ">=1.18.5,<1.26.0"
+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
+name = "sentencepiece"
+version = "0.1.97"
+description = "SentencePiece python wrapper"
+optional = false
+python-versions = "*"
+files = [
     {file = "sentencepiece-0.1.97-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6f249c8f1852893be86eae66b19d522c5fb30bbad4fe2d1b07f06fdc86e1907e"},
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@@ -2110,11 +1698,50 @@ sentencepiece = [
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 ]
-sentry-sdk = [
+
+[[package]]
+name = "sentry-sdk"
+version = "1.11.1"
+description = "Python client for Sentry (https://sentry.io)"
+optional = false
+python-versions = "*"
+files = [
     {file = "sentry-sdk-1.11.1.tar.gz", hash = "sha256:675f6279b6bb1fea09fd61751061f9a90dca3b5929ef631dd50dc8b3aeb245e9"},
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 ]
-setproctitle = [
+
+[package.dependencies]
+certifi = "*"
+urllib3 = {version = ">=1.26.11", markers = "python_version >= \"3.6\""}
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.5)"]
+beam = ["apache-beam (>=2.12)"]
+bottle = ["bottle (>=0.12.13)"]
+celery = ["celery (>=3)"]
+chalice = ["chalice (>=1.16.0)"]
+django = ["django (>=1.8)"]
+falcon = ["falcon (>=1.4)"]
+fastapi = ["fastapi (>=0.79.0)"]
+flask = ["blinker (>=1.1)", "flask (>=0.11)"]
+httpx = ["httpx (>=0.16.0)"]
+pure-eval = ["asttokens", "executing", "pure-eval"]
+pymongo = ["pymongo (>=3.1)"]
+pyspark = ["pyspark (>=2.4.4)"]
+quart = ["blinker (>=1.1)", "quart (>=0.16.1)"]
+rq = ["rq (>=0.6)"]
+sanic = ["sanic (>=0.8)"]
+sqlalchemy = ["sqlalchemy (>=1.2)"]
+starlette = ["starlette (>=0.19.1)"]
+tornado = ["tornado (>=5)"]
+
+[[package]]
+name = "setproctitle"
+version = "1.3.2"
+description = "A Python module to customize the process title"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "setproctitle-1.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:288943dec88e178bb2fd868adf491197cc0fc8b6810416b1c6775e686bab87fe"},
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@@ -2127,6 +1754,18 @@ setproctitle = [
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+    {file = "setproctitle-1.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:2a97d51c17d438cf5be284775a322d57b7ca9505bb7e118c28b1824ecaf8aeaa"},
+    {file = "setproctitle-1.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:587c7d6780109fbd8a627758063d08ab0421377c0853780e5c356873cdf0f077"},
+    {file = "setproctitle-1.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7d17c8bd073cbf8d141993db45145a70b307385b69171d6b54bcf23e5d644de"},
+    {file = "setproctitle-1.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e932089c35a396dc31a5a1fc49889dd559548d14cb2237adae260382a090382e"},
+    {file = "setproctitle-1.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8e4f8f12258a8739c565292a551c3db62cca4ed4f6b6126664e2381acb4931bf"},
+    {file = "setproctitle-1.3.2-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:570d255fd99c7f14d8f91363c3ea96bd54f8742275796bca67e1414aeca7d8c3"},
+    {file = "setproctitle-1.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:a8e0881568c5e6beff91ef73c0ec8ac2a9d3ecc9edd6bd83c31ca34f770910c4"},
+    {file = "setproctitle-1.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:4bba3be4c1fabf170595b71f3af46c6d482fbe7d9e0563999b49999a31876f77"},
+    {file = "setproctitle-1.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:37ece938110cab2bb3957e3910af8152ca15f2b6efdf4f2612e3f6b7e5459b80"},
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+    {file = "setproctitle-1.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:88486e6cce2a18a033013d17b30a594f1c5cb42520c49c19e6ade40b864bb7ff"},
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     {file = "setproctitle-1.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:710e16fa3bade3b026907e4a5e841124983620046166f355bbb84be364bf2a02"},
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@@ -2176,27 +1815,77 @@ setproctitle = [
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 ]
-setuptools = [
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "setuptools"
+version = "65.6.3"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.7"
+files = [
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 ]
-shortuuid = [
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
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+
+[[package]]
+name = "shortuuid"
+version = "1.0.11"
+description = "A generator library for concise, unambiguous and URL-safe UUIDs."
+optional = false
+python-versions = ">=3.5"
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+tf-cpu = ["onnxconverter-common", "tensorflow-cpu (>=2.3)", "tensorflow-text", "tf2onnx"]
+tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+timm = ["timm"]
+tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
+torch = ["torch (>=1.7,!=1.12.0)"]
+torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+torchhub = ["filelock", "huggingface-hub (>=0.10.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.2)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "tqdm (>=4.27)"]
+vision = ["Pillow"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.4.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
     {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
 ]
-urllib3 = [
+
+[[package]]
+name = "urllib3"
+version = "1.26.13"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
     {file = "urllib3-1.26.13-py2.py3-none-any.whl", hash = "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc"},
     {file = "urllib3-1.26.13.tar.gz", hash = "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"},
 ]
-virtualenv = [
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "virtualenv"
+version = "20.16.7"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "virtualenv-20.16.7-py3-none-any.whl", hash = "sha256:efd66b00386fdb7dbe4822d172303f40cd05e50e01740b19ea42425cbe653e29"},
     {file = "virtualenv-20.16.7.tar.gz", hash = "sha256:8691e3ff9387f743e00f6bb20f70121f5e4f596cae754531f2b3b3a1b1ac696e"},
 ]
-wandb = [
+
+[package.dependencies]
+distlib = ">=0.3.6,<1"
+filelock = ">=3.4.1,<4"
+platformdirs = ">=2.4,<3"
+
+[package.extras]
+docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
+testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
+
+[[package]]
+name = "wandb"
+version = "0.13.5"
+description = "A CLI and library for interacting with the Weights and Biases API."
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "wandb-0.13.5-py2.py3-none-any.whl", hash = "sha256:60d5bcc524b8a314c8e072c03f7702dbd5406261b00a4ce75e7556b805fdc765"},
     {file = "wandb-0.13.5.tar.gz", hash = "sha256:11f30a22e30abaa9c187e8b6aa4c12d76160b40bbe98a6f14b0dde9297bbfbe2"},
 ]
-wheel = [
+
+[package.dependencies]
+Click = ">=7.0,<8.0.0 || >8.0.0"
+docker-pycreds = ">=0.4.0"
+GitPython = ">=1.0.0"
+pathtools = "*"
+promise = ">=2.0,<3"
+protobuf = ">=3.12.0,<4.0.dev0 || >=4.1.dev0,<4.21.0 || >4.21.0,<5"
+psutil = ">=5.0.0"
+PyYAML = "*"
+requests = ">=2.0.0,<3"
+sentry-sdk = ">=1.0.0"
+setproctitle = "*"
+setuptools = "*"
+shortuuid = ">=0.5.0"
+six = ">=1.13.0"
+
+[package.extras]
+aws = ["boto3"]
+azure = ["azure-storage-blob"]
+gcp = ["google-cloud-storage"]
+grpc = ["grpcio (>=1.27.2)"]
+kubeflow = ["google-cloud-storage", "kubernetes", "minio", "sh"]
+launch = ["boto3", "botocore", "chardet", "google-cloud-storage", "iso8601", "kubernetes", "nbconvert", "nbformat", "typing-extensions"]
+media = ["bokeh", "moviepy", "numpy", "pillow", "plotly", "rdkit-pypi", "soundfile"]
+models = ["cloudpickle"]
+sweeps = ["sweeps (>=0.2.0)"]
+
+[[package]]
+name = "wheel"
+version = "0.38.4"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "wheel-0.38.4-py3-none-any.whl", hash = "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"},
     {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
 ]
-xxhash = [
+
+[package.extras]
+test = ["pytest (>=3.0.0)"]
+
+[[package]]
+name = "xxhash"
+version = "3.1.0"
+description = "Python binding for xxHash"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "xxhash-3.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5e9141f224a4dc984ea016744aa40a8a040054ef91933b2f9c81ba18e5b9d06e"},
     {file = "xxhash-3.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b8810fa72d361262168c2b215e3cee223eb19b74806c08713b943f57f0c91fd6"},
     {file = "xxhash-3.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb07bb4125c432f500a76a84ef51c0eafc09afbd1479308c6e1e2bbb73a33bb4"},
@@ -2373,7 +2257,14 @@ xxhash = [
     {file = "xxhash-3.1.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:369af334d58f6d2f716bd1557d3580c4c1235077090769abf1d54daec2b301a7"},
     {file = "xxhash-3.1.0.tar.gz", hash = "sha256:ac21b1e21dc6fdfee9a57b53f4777539d53a84f2e1546a3f802f159f9966bdc1"},
 ]
-yarl = [
+
+[[package]]
+name = "yarl"
+version = "1.8.1"
+description = "Yet another URL library"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "yarl-1.8.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:abc06b97407868ef38f3d172762f4069323de52f2b70d133d096a48d72215d28"},
     {file = "yarl-1.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:07b21e274de4c637f3e3b7104694e53260b5fc10d51fb3ec5fed1da8e0f754e3"},
     {file = "yarl-1.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9de955d98e02fab288c7718662afb33aab64212ecb368c5dc866d9a57bf48880"},
@@ -2434,7 +2325,27 @@ yarl = [
     {file = "yarl-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:de49d77e968de6626ba7ef4472323f9d2e5a56c1d85b7c0e2a190b2173d3b9be"},
     {file = "yarl-1.8.1.tar.gz", hash = "sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"},
 ]
-zipp = [
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[[package]]
+name = "zipp"
+version = "3.11.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
     {file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
 ]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8,<3.11"
+content-hash = "8b9468b2fcb8c4306e7e71d41ab7dee74b6200d80362aa42dbf7caf7f684a62d"
diff --git a/pyproject.toml b/pyproject.toml
index 89ab203..bb772da 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,7 +25,7 @@ pytest-xdist = "^2.5.0"
 pytest-cov = "^4.0.0"
 pre-commit = "^2.17.0"
 pdoc = "^7.1.1"
-black = "^22.6.0"
+black = "^24.3.0"
 isort = "^5.10.1"
 readme-coverage-badger = ">=0.1.2,<1.0.0"